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] [0:1062.5999999999999] [0:1062.5999999999999] [0:1062.5999999999999] [0:1062.5999999999999] [0:1062.5999999999999] [0:393.12] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:10:4:117:5:9:52:93:12:100:20:121:27:59:120:56:54:15:32:37:64:25:68:0:63:2:40:57:66:97:18:38:24:76:95:19:36:53:77:88:7:51:58:99:87:3:16:26:30:31:96:109:1:13:17:28:29:35:41:42:44:47:48:69:73:74:82:84:106:8:14:21:23:34:60:79:86:89:92:94:83:85:108:105:118:6:11:22:33:39:43:45:46:49:50:55:61:62:65:67:70:71:72:75:78:80:90:91:98:110:119:81:101:102:103:104:107:111:112:113:114:116 [2022:2023] none tree_sizes=3290 3976 4214 4120 3847 3572 1629 3329 3501 3621 3761 3930 4033 4107 3702 3946 1399 1398 3525 3620 4358 3459 3531 4108 1619 1723 1732 3667 3101 3443 3920 3978 3655 4078 3903 1308 3147 3721 3561 3464 3155 2472 1631 3050 3101 3457 3448 3609 4319 3507 3742 1400 3555 3758 1240 3211 3131 3410 3354 3021 1252 1910 1394 1504 1331 3454 1632 2531 2791 3401 3334 1496 3337 3404 3336 3881 2516 2937 1250 3220 1182 1926 2047 2295 1929 3314 3325 2969 3643 3577 2492 2486 2583 2784 2446 1677 2318 1847 1977 2183 2824 2206 2948 2192 2098 1989 2813 2497 2379 2149 3096 3082 3100 2608 3090 2481 1993 2387 1157 2058 1770 1077 2021 996 1785 1700 1775 1697 1699 2118 1473 1666 1750 1633 2299 1798 2008 1504 1795 1077 1302 1760 994 996 2053 2661 1714 1294 1161 2349 835 1388 2047 1734 1880 2593 1080 3016 3175 2207 1874 1992 1888 1078 1897 2027 1069 997 1994 1482 1533 1701 1079 1529 1081 1297 2533 1638 2447 1566 1620 1456 2029 1550 2202 1305 1610 1306 1293 999 1118 1543 954 1292 1194 1157 1301 1561 1228 1282 1619 1057 1221 951 1134 1245 1202 1240 1240 1351 1622 1103 1121 1103 1099 1645 1736 1541 1373 1049 1753 1620 2254 1366 1440 1766 1491 1546 1083 1905 1455 1327 1240 1403 1475 1158 1376 1052 1106 1159 1375 997 1370 1155 1367 1431 1422 1382 1424 1345 975 972 1769 1463 1064 961 956 1134 1469 961 1201 1199 1203 1445 845 1117 921 1083 954 877 1004 1212 919 1070 1209 1248 2575 1468 1086 1386 1384 1383 1553 1799 923 1219 1197 1456 1460 1465 1796 1473 915 1594 1596 1205 1442 1192 1446 1363 2358 1365 1107 2981 1447 908 1703 1370 1526 1863 969 957 843 1198 922 1133 1143 1215 1009 1232 1315 1233 1397 966 1148 1367 1298 1217 1217 1634 1207 1287 844 844 1126 1225 1526 1374 1479 1239 921 1881 1686 1549 1556 1380 1155 1381 1300 1382 1517 1514 1120 952 1433 1394 1355 1396 1113 994 1243 1294 1376 1001 2052 919 1204 918 1130 1200 918 1050 1122 1040 1034 961 967 960 1052 892 1046 1120 1295 1278 1039 1216 1119 1135 1214 1036 1195 1207 1043 1120 1450 1079 1034 1231 963 997 994 1702 1456 995 1832 1214 1081 1048 1126 1080 1363 1281 1029 1214 1304 1052 1044 1057 1119 1217 1294 1239 1113 1136 1137 963 968 967 1599 959 1056 925 1209 1141 1131 1514 1435 1713 1002 1241 1621 1631 1781 1621 1710 1080 1291 1216 1207 1210 1043 1457 955 877 1045 1056 1720 1153 1069 1453 1347 1184 1360 1111 1115 838 843 1135 921 1134 1002 1389 1456 1273 1453 1011 1195 1460 1284 841 1288 1200 1289 1187 1103 1132 1438 1103 1185 1050 945 1106 837 1606 1192 1276 1194 1296 1527 1083 1832 1819 952 1917 1033 1037 871 951 1119 872 1579 1176 1357 1285 1218 1217 1144 1217 982 1072 1293 1217 1380 1376 1300 1126 1128 1124 1111 1119 1376 1381 1443 1286 1215 1131 1087 1009 1403 1048 1281 1285 995 1075 1282 1468 1002 1198 1285 1196 1056 839 959 963 965 1141 1394 1300 1215 1379 1183 1264 945 838 972 1053 1298 1164 1573 1308 1054 1211 1046 1052 1502 1208 908 1521 1518 1285 1232 1396 1567 1319 1560 1300 1114 1305 1409 1119 1644 1964 1890 1890 1166 1068 1079 1226 1740 1317 1032 1041 1452 1031 1117 1200 1041 1039 1202 1835 1081 1273 1119 1278 926 1612 1726 1156 917 1610 958 1041 1150 1084 1305 1440 1110 1870 1375 1860 2271 877 1547 915 2264 1114 878 1113 949 912 1107 958 1349 1118 1038 1643 1481 1003 2053 1814 2036 2040 998 1027 1198 1224 1007 1442 1367 1289 1990 1312 1892 1470 1304 2101 1204 1397 1282 1120 1129 842 1126 842 999 1127 977 883 1143 1453 1228 1042 882 1231 1037 1189 1372 1366 1592 1347 1078 1119 1166 1123 1203 1885 994 995 2407 2400 886 1049 1047 1058 1204 1111 1115 1117 1118 1195 1710 1547 1369 1130 1128 1292 836 1130 1209 1132 1116 1117 1037 954 1077 1474 1153 1382 1211 1734 1199 1440 1288 1004 1349 995 1066 1130 1053 1216 970 1117 992 1115 1134 1959 1802 836 1865 2220 1037 1134 1207 1045 1080 1315 1233 1120 1005 1201 955 1239 1075 1205 1199 1007 1005 1120 1141 1005 1379 1242 1209 918 1304 1222 1814 1401 1096 846 1046 1300 1028 1049 1124 1215 1290 1045 1290 1165 1157 1161 983 1214 1716 2315 2041 919 2044 2043 1911 1910 2071 1002 998 1792 1792 1794 1215 1132 1195 1193 1372 1284 1033 1285 1326 1288 1045 1032 1366 1120 1214 1046 1214 1223 1224 1050 1450 1138 1230 1375 1478 1132 1235 1541 1321 1534 1440 1614 1267 1522 1526 1288 1203 1521 1195 1689 1693 1209 1035 1294 1049 1124 1118 1541 1543 1137 1296 1611 1547 1031 1462 1547 1354 1544 1541 917 1076 1084 1170 1820 2093 2392 2009 922 1728 1909 1065 1229 1372 838 1556 839 1934 2285 1208 1951 1222 1030 1315 1562 1546 1042 908 1080 1141 1059 1156 1135 1230 880 1060 1047 1130 1465 1550 1460 1464 1468 2461 2449 2819 1793 999 1214 1300 1244 977 1408 1522 1366 1544 1281 1281 1701 1155 1702 1602 1236 1045 1131 1043 1076 1049 1132 841 836 1043 1196 1369 1170 1285 1319 1321 1226 1228 1037 1226 928 1050 891 1083 890 1220 926 1291 1365 1549 1562 1825 1411 1614 1723 1309 1699 1463 1438 1440 1302 1053 1145 1174 1296 1222 1414 1359 828 1215 1831 1149 1229 1146 1475 1225 952 1289 1034 1205 951 1228 897 1228 1315 889 1637 1042 1027 1276 1044 Tree=0 num_leaves=37 num_cat=9 split_feature=25 10 7 25 25 4 25 26 6 0 2 25 2 7 8 8 0 25 6 10 0 7 3 25 0 25 0 6 10 11 10 25 12 7 11 0 split_gain=694406 491917 142638 118627 53965 39129.8 47185.3 43545.4 18668 14445 16573.4 13668.4 22331.1 12788.6 12050.7 9032.76 8416.45 6556.95 8335.51 5882.8 4462.22 4101.05 3374.18 2085.88 1999.55 955.263 615.894 3710.87 559.534 279.994 168.777 110.016 153.383 144.002 104.719 68.1408 threshold=0 273.29900000000004 162.18600000000004 1 2 29.205000000000002 3 2022.5000000000002 176.53925000000004 131.43000000000004 238.08750000000003 4 69.727000000000018 285.62500000000006 151.80020000000005 46.946300000000001 109.32500000000002 5 4.1660000000000013 30.846000000000007 6.3720000000000008 17.739947500000003 57.065000000000012 6 0.96383700000000017 7 7.4490000000000007 2.3707500000000006 58.223000000000006 16.727500000000003 42.767500000000005 8 8.3250000000000011 16.692500000000006 7.3505000000000011 15.043000000000001 decision_type=9 2 2 9 9 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 8 14 6 7 -5 9 10 -1 12 15 -4 16 19 17 18 25 24 -8 22 -19 26 -6 -2 30 35 -21 31 34 33 -33 -25 -13 -28 right_child=4 -3 13 5 11 -7 20 -9 -10 -11 -12 23 -14 -15 -16 -17 -18 21 -20 28 -22 -23 -24 29 -26 -27 27 -29 -30 -31 -32 32 -34 -35 -36 -37 leaf_value=5.1356205402708932 5.0371902502729702 6.8301053831193954 5.9921350633714701 5.3380821566249104 5.0364045510537396 5.6752549524300351 5.214241155195813 5.6513946762723402 5.4530606235960937 5.362943508932787 5.4271638071153667 5.0262318053819923 5.3497315505757044 5.6528750515077615 5.3411590177629495 5.1945532774847543 5.2442181558523684 5.1251978393065274 5.2355760727163485 5.1832578457393961 5.3704970543001203 5.0122991538291854 5.0084970485780742 5.0195543835615508 5.0634376106290935 5.0649318234062877 5.0166883780356173 5.1708874977386952 5.1138568034810499 5.0454009873917167 5.0557367492530849 5.0135177795959693 5.0394387864683177 5.0419965301738694 5.0386346734378842 5.0324430312710673 leaf_weight=778 177 20 20 94 2451 38 212 84 21 31 20 2474 24 25 20 39 36 526 27 26 20 38 26 2031 308 362 44 21 21 33 20 3058 23 29 70 73 leaf_count=778 177 20 20 94 2451 38 212 84 21 31 20 2474 24 25 20 39 36 526 27 26 20 38 26 2031 308 362 44 21 21 33 20 3058 23 29 70 73 internal_value=5.05909 5.27179 5.25017 5.23098 5.03435 5.36152 5.33982 5.46323 5.15746 5.15115 5.14293 5.0272 5.04602 5.80366 5.09741 5.04341 5.09364 5.08895 5.06403 5.04131 5.22074 5.11189 5.1197 5.02037 5.03942 5.05552 5.02802 5.04849 5.15225 5.01645 5.0268 5.01618 5.01386 5.02006 5.02657 5.02652 internal_weight=0 1363 1343 1298 11957 448 410 178 850 829 798 10745 2869 45 1212 2845 1192 1156 566 2806 232 590 552 7876 2759 539 2702 138 47 5174 2564 5141 3081 2060 2544 117 internal_count=13320 1363 1343 1298 11957 448 410 178 850 829 798 10745 2869 45 1212 2845 1192 1156 566 2806 232 590 552 7876 2759 539 2702 138 47 5174 2564 5141 3081 2060 2544 117 cat_boundaries=0 4 8 12 16 20 23 27 28 32 cat_threshold=67109632 2113616 2200436992 32800 67109376 2097152 2164260864 32 134234121 2148106240 1078151168 512 0 16400 2097408 32768 4719632 1213336064 536876032 4210688 9 2148007936 2048 2702188640 578813954 75497546 60817732 1 1082165376 285484161 135561856 14481 is_linear=0 shrinkage=1 Tree=1 num_leaves=44 num_cat=17 split_feature=25 10 25 24 26 15 1 3 24 25 25 24 8 25 1 25 2 26 8 4 25 10 24 24 25 8 25 0 5 3 0 6 24 10 26 11 24 26 25 8 26 9 26 split_gain=680588 482127 124301 192962 107774 95029.2 96397.7 115961 53383.2 52889.1 29557.9 18014.5 20167.6 18511.1 15767.9 13396.4 21886.7 12443.1 8853.01 6684.28 6022.86 5765.73 4832.32 2780.17 2364.12 2123.2 2044.37 1959.76 1663.24 816.767 645.127 3552.22 914.253 548.4 289.892 274.422 184.511 127.373 107.827 118.246 92.9389 83.2967 72.9797 threshold=0 273.29900000000004 1 2 2022.5000000000002 32.879500000000014 31.872000000000003 10.912360000000001 3 4 5 6 24.453750000000003 7 199.12500000000003 8 69.727000000000018 2022.5000000000002 46.946300000000001 54.277999999999999 9 30.846000000000007 10 11 12 17.849000000000004 13 0.96383700000000017 48.477070000000005 21.435039000000003 7.2873500000000009 2.3707500000000006 14 58.223000000000006 2022.5000000000002 16.727500000000003 15 2022.5000000000002 16 6.5557000000000007 2022.5000000000002 1.7180520000000004 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 1 9 9 1 2 9 2 9 2 2 2 2 9 2 1 1 9 2 9 2 2 2 2 2 1 2 2 2 1 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 8 14 20 11 -10 19 13 22 -8 16 18 -5 21 24 -4 27 36 42 25 29 28 -11 30 -2 32 -32 -17 -23 -25 38 -13 -24 41 -40 -26 -28 -15 right_child=9 -3 5 17 -6 -7 7 -9 10 15 -12 12 -14 23 -16 26 -18 -19 -20 -21 -22 33 37 34 40 -27 35 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 leaf_value=0.44522368215745495 -0.0099659561628272185 1.7533072896003723 0.03985385605569422 0.18742966292039406 1.0504358385503292 0.82572360110282905 0.41786425658634735 1.1238065574169158 0.096182519521343116 -0.022456543291407866 0.23950675528288773 -0.0085935268231800629 0.3626508219345756 0.16144773374904287 0.092920205444097514 -0.025784628812492272 0.28773718684911731 -0.026339589953422546 0.13411069918901494 0.14524722611462629 -0.043285075489017694 0.12292821627396804 0.045958773534591886 0.069599844518333981 -0.051073696590164336 0.10183412480354311 -0.038442754719211485 0.0043061875010078606 0.059987165451049811 0.056475825309753418 -0.03239672325172667 0.10601139976219698 -0.039046020271549145 0.054221182437170119 0.094620437622070314 -0.013550071860804702 -0.030253149533675888 0.064454158481798668 -0.045179563121391743 -0.029971043215348173 -0.03716335890028212 -0.049391718606154128 0.17605470381991964 leaf_weight=62 247 20 159 53 56 20 28 20 428 2451 259 102 23 66 32 1266 24 56 39 27 170 26 73 99 103 20 1988 308 20 20 118 22 1276 21 87 33 108 76 3029 52 90 72 71 leaf_count=62 247 20 159 53 56 20 28 20 428 2451 259 102 23 66 32 1266 24 56 39 27 170 26 73 99 103 20 1988 308 20 20 118 22 1276 21 87 33 108 76 3029 52 90 72 71 internal_value=0 0.210573 0.189166 0.400367 0.675221 0.141353 0.130154 0.464372 0.103838 -0.0244943 0.152877 0.0379386 0.0704055 0.061582 0.244561 -0.0315652 -0.0129364 0.071082 -0.0155183 -0.00769634 -0.00311508 -0.017598 0.0100844 0.114948 -0.0164598 0.00237242 -0.0383262 -0.0194689 -0.0307541 -0.00498904 -0.0315455 -0.0106469 -0.0326964 0.0922293 0.0771549 -0.0422135 -0.0206016 0.0519088 -0.0424796 -0.0447775 -0.0423906 -0.0386379 0.15752 internal_weight=0 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 682 60 10745 2869 109 2845 507 329 2806 359 323 480 287 7876 2759 2702 267 2682 140 2542 47 186 5174 210 149 5141 3081 193 2060 137 internal_count=13320 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 682 60 10745 2869 109 2845 507 329 2806 359 323 480 287 7876 2759 2702 267 2682 140 2542 47 186 5174 210 149 5141 3081 193 2060 137 cat_boundaries=0 4 7 8 9 13 16 17 20 24 26 27 28 30 34 35 36 40 cat_threshold=67109632 2113616 2200436992 32800 0 16448 2097408 2603 774 134234121 2148106240 1078151168 512 768 0 2164260864 2952 9 2148073472 2048 4719632 1213336064 536876032 4210688 512 16 1046 21 134217729 2147483648 2702188640 578813954 75497546 60817732 3087 1040 1082165376 285484161 135561856 14481 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=47 num_cat=17 split_feature=25 10 25 24 26 1 3 24 25 25 24 4 24 25 1 25 2 26 8 8 4 25 10 24 0 24 25 26 8 25 4 26 5 3 0 6 24 10 26 11 25 12 26 9 26 26 split_gain=667188 472518 121796 189122 105629 80435.1 118834 67974 51832.7 31546.9 46906.7 46330.8 17653.6 19806 13639.4 13130.7 21451.2 12195.5 9789.21 8676.83 6551.26 5870.88 5650.99 4642.25 4337.97 3802.16 2317.07 2212.21 2080.95 2050.03 1953.07 1916.35 1626.03 800.513 625.87 3566.92 889.255 537.487 291.947 269.288 96.1963 150.361 91.0895 81.8068 60.6825 29.6525 threshold=0 273.29900000000004 1 2 2022.5000000000002 31.872000000000003 11.555000000000001 3 4 5 6 36.127320000000005 7 8 199.12500000000003 9 69.727000000000018 2022.5000000000002 14.442750000000002 46.946300000000001 54.277999999999999 10 30.846000000000007 11 21.624000000000002 12 13 2022.5000000000002 17.849000000000004 14 7.2030000000000003 2022.5000000000002 48.477070000000005 21.435039000000003 7.4490000000000007 2.3707500000000006 15 58.223000000000006 2022.5000000000002 16.727500000000003 16 8.3250000000000011 2022.5000000000002 1.7180520000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 1 9 9 1 2 1 9 2 9 2 2 2 2 2 9 2 1 2 1 9 2 2 9 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 7 14 21 12 10 -9 -11 20 25 -7 16 19 -5 23 22 26 27 30 31 -25 44 28 -4 33 32 -10 -15 34 -2 36 -36 -17 -24 -27 40 43 -42 -28 -31 -14 -23 right_child=8 -3 5 17 -6 6 -8 9 15 11 -12 -13 13 18 -16 29 -18 -19 -20 -21 -22 45 37 24 -26 38 42 -29 -30 39 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 41 -43 -44 -45 -46 -47 leaf_value=0.44077144853530392 -0.0098662961156744718 1.7357741644382478 0.074928743839263914 0.18555536603027922 1.0399314515186209 0.38185308647155763 1.1122892813682557 0.40682288724984694 -0.021575226953451244 0.091099364185559792 0.1080420560630963 0.51118498150791436 -0.034361046262689536 0.20004275671423297 0.087240634976011325 -0.025409753612568271 0.28485981712738673 -0.026076192430087498 0.33132010550726032 0.13276958795694205 0.14379475452281812 -0.04140831558183692 0.12169893691172966 0.053472883098799252 0.19641509155432385 0.029682584973268731 -0.050562960893205069 0.00018658161163330079 0.10081578111648559 -0.038136122266120544 0.011489972234703601 0.12875457415213951 0.059387297153472907 0.055911062598228457 -0.031920058151595612 0.109621464127586 -0.038535129922086971 0.053678974083491732 0.055178742713116583 -0.013414569334550337 -0.044665235287191296 -0.01900085438852725 -0.036791726218329539 -0.048912961033925617 -0.021419959941380462 -0.049738019108772277 leaf_weight=62 247 20 88 53 56 30 20 124 2567 421 129 28 74 73 33 1257 24 56 21 39 27 87 26 184 24 86 103 72 20 2007 192 78 20 20 117 21 1267 21 94 33 3058 23 90 73 71 84 leaf_count=62 247 20 88 53 56 30 20 124 2567 421 129 28 74 73 33 1257 24 56 21 39 27 87 26 184 24 86 103 72 20 2007 192 78 20 20 117 21 1267 21 94 33 3058 23 90 73 71 84 internal_value=0 0.208491 0.1873 0.396364 0.668469 0.139969 0.440727 0.117159 -0.0242502 0.171627 0.264381 0.114741 0.037556 0.069696 0.227532 -0.0312502 -0.012807 0.0703712 0.11835 -0.0153631 -0.00761938 -0.00344092 -0.017422 0.109189 0.0667568 0.010973 -0.0162952 0.0388657 0.00234869 -0.0379437 -0.0192742 0.153081 -0.03033 -0.00493915 -0.031118 -0.0103811 -0.0322518 0.091307 0.0407342 -0.0418093 -0.0420719 -0.0443298 -0.0419667 -0.0383301 -0.0262164 -0.0429863 internal_weight=0 1363 1343 227 118 1116 83 1033 11957 702 253 449 1212 705 63 10745 2869 109 380 2845 507 331 2806 359 208 325 480 160 287 7876 2759 151 2682 267 2662 138 2524 47 180 5194 5161 3081 193 2080 145 171 internal_count=13320 1363 1343 227 118 1116 83 1033 11957 702 253 449 1212 705 63 10745 2869 109 380 2845 507 331 2806 359 208 325 480 160 287 7876 2759 151 2682 267 2662 138 2524 47 180 5194 5161 3081 193 2080 145 171 cat_boundaries=0 4 7 8 9 13 17 18 19 22 26 28 29 30 32 36 37 41 cat_threshold=67109632 2113616 2200436992 32800 0 16448 2097408 2603 774 134234121 2148106240 1078151168 512 67108864 16 50855936 32768 2193 2952 1 2148073472 2048 4719632 1213336064 536876032 4210688 512 16 81 22 134217729 2147483648 2702188640 578813954 8388682 60817732 3087 1082165376 285484161 202670720 14481 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=46 num_cat=16 split_feature=25 10 25 24 26 15 1 3 24 25 25 24 25 1 25 2 26 10 4 5 24 25 5 24 26 0 25 25 0 5 10 2 3 0 6 24 26 25 3 3 6 26 0 3 26 split_gain=654127 463092 119324 185359 103527 92673.2 92734.6 111442 51243.4 50802.1 28752.6 17302.3 21469.9 15172.4 12870.2 21024.3 11952.8 7658.51 6420.89 6123.09 8266.2 5792.68 4597.77 3863.84 3296.15 3154.34 2270.96 2008.26 1819.92 1593.75 1377.56 890.21 729.217 613.559 3495.94 871.694 523.307 179.094 122.479 730.961 106.603 89.2768 74.752 19.8594 14.7905 threshold=0 273.29900000000004 1 2 2022.5000000000002 32.879500000000014 31.872000000000003 10.912360000000001 3 4 5 6 7 199.12500000000003 8 69.727000000000018 2022.5000000000002 30.283500000000007 54.277999999999999 7.2080000000000002 9 10 66.907500000000013 11 2022.5000000000002 14.3635 12 13 0.96383700000000017 48.477070000000005 58.223000000000006 21.660000000000004 14.3635 7.4490000000000007 2.3707500000000006 14 2022.5000000000002 15 7.6995000000000013 11.972000000000001 8.3638550000000009 2022.5000000000002 27.880500000000001 1.0000000180025095e-35 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 1 9 9 1 9 2 9 2 2 2 2 2 1 9 2 1 2 2 9 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 13 21 11 -10 18 23 -8 15 17 -5 22 26 20 24 -4 28 36 -14 -22 31 29 -11 33 -19 32 -2 35 -35 -16 -13 40 42 -40 43 -28 -39 -29 -25 right_child=9 -3 5 16 -6 -7 7 -9 10 14 -12 12 19 -15 27 -17 -18 30 -20 -21 25 -23 -24 44 -26 -27 41 37 -30 -31 -32 -33 -34 34 -36 -37 -38 38 39 -41 -42 -43 -44 -45 -46 leaf_value=0.43636372273968116 -0.0076779178483986571 1.718416415333748 0.039087956452510765 0.18369981036995942 1.0295321442825454 0.81443990564346314 0.40986707653318133 1.1018108062744141 0.093927636632789344 -0.021382418160673478 0.23515869619234789 0.02844760004354983 0.1426960689838116 0.091118596196174628 -0.025157661714371306 0.28201121658086775 -0.025815429091453554 0.15398687492523874 0.14235680756745514 0.28764807307201884 0.051676561276605526 -0.042446783658530975 0.13000578721364339 -0.024862280066420391 0.24379615880548955 0.18474381947517393 -0.050057327816787275 -0.044612913619842737 0.0043990415410900662 0.058793425083160405 0.048244160630486227 0.062074469690737523 0.053743199904759724 -0.031600858497823403 0.10852524939037504 -0.038152796241484682 0.060362016470343977 -0.038899504371379214 0.017172282448521366 -0.043098204045356081 -0.024853398821972034 -0.036423807779947921 -0.021519513702392579 -0.048409608835226874 -0.018856093185703929 leaf_weight=62 243 20 159 53 56 20 28 20 428 2466 259 98 65 32 1257 24 56 28 27 23 163 170 21 82 64 20 103 2444 308 20 22 23 21 117 21 1267 108 2446 27 79 27 90 25 146 82 leaf_count=62 243 20 159 53 56 20 28 20 428 2466 259 98 65 32 1257 24 56 28 27 23 163 170 21 82 64 20 103 2444 308 20 22 23 21 117 21 1267 108 2446 27 79 27 90 25 146 82 internal_value=0 0.206444 0.185465 0.3924 0.661784 0.138615 0.127547 0.455354 0.101736 -0.0240082 0.149782 0.0371804 0.068999 0.239868 -0.0309383 -0.012679 0.0696674 -0.0152095 -0.00754319 0.126412 0.118578 -0.00305179 -0.0174039 0.015058 0.17898 0.0627884 -0.0161322 -0.0375651 -0.0185199 -0.0300291 0.10746 0.00232521 -0.00279215 -0.0308092 -0.0102773 -0.0319318 0.0430878 -0.0413913 -0.0381242 -0.0277463 -0.044451 -0.041547 -0.0387237 -0.0448269 -0.0206029 internal_weight=0 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 60 10745 2869 109 2845 507 335 312 329 2795 370 129 183 480 7876 2774 2682 50 287 264 2662 138 2524 206 5194 2577 106 2617 193 2471 2590 164 internal_count=13320 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 60 10745 2869 109 2845 507 335 312 329 2795 370 129 183 480 7876 2774 2682 50 287 264 2662 138 2524 206 5194 2577 106 2617 193 2471 2590 164 cat_boundaries=0 4 7 8 9 13 16 17 20 24 25 27 28 30 34 35 39 cat_threshold=67109632 2113616 2200436992 32800 0 16448 2097408 2603 774 134234121 2148106240 1078151168 512 768 0 2164260864 2952 9 2148073472 2048 4719632 1213336064 536876032 4210688 19 512 16 1121 134217729 2147483648 2702188640 578813954 8388682 60817732 3087 36110342 67113260 8245 1034 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=43 num_cat=16 split_feature=25 10 25 24 26 15 1 3 24 25 25 24 25 1 25 2 26 8 10 8 4 25 10 24 24 24 25 8 5 11 3 10 24 11 25 0 26 26 12 26 26 26 split_gain=641246 453862 116919 181670 101467 90821.1 90872.5 109224 50255.7 49792 28208.4 16957.9 21042.6 14870.4 12699.3 14036.7 11714.9 8292.11 6914.06 6626.57 6293.12 5683.98 4174.68 3786.95 2539.96 2423.55 2225.77 2036.63 1746.84 971.839 1573.7 844.935 774.388 641.111 597.585 610.769 512.893 292.835 147.098 87.5002 67.3006 14.4961 threshold=0 273.29900000000004 1 2 2022.5000000000002 32.879500000000014 31.872000000000003 10.912360000000001 3 4 5 6 7 199.12500000000003 8 69.727000000000018 2022.5000000000002 7.2080000000000002 27.749250000000004 103.75577000000001 54.277999999999999 9 77.032343000000012 10 11 12 13 17.849000000000004 48.477070000000005 7.2278985000000011 0.46289950000000007 37.940000000000005 14 31.809000000000005 15 7.2873500000000009 2022.5000000000002 2022.5000000000002 8.3250000000000011 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 1 9 9 1 9 2 9 2 2 2 2 2 2 9 2 1 1 1 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 13 21 11 -10 20 23 -8 15 18 -5 25 19 24 26 -4 31 36 -11 40 27 32 29 34 33 -20 -2 -31 38 -36 -13 -27 -16 -28 -14 -25 right_child=9 -3 5 16 -6 -7 7 -9 10 14 -12 12 17 -15 28 -17 -18 -19 22 -21 -22 -23 -24 41 -26 37 39 -29 -30 30 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.43200010468882905 0.015434854215589062 1.7012323008179664 0.038720203892013728 0.18186281105257429 1.0192368387244641 0.80629549312591553 0.4057684087753296 1.0907926971912385 0.093009802648823151 -0.032280478050197597 0.23289453120036641 0.028163123909307988 0.15724384114597784 0.090207411646842955 -0.043767070706626887 0.1895842033444029 -0.025557279331343517 0.3263309452533722 0.18408533269166946 0.16209050226211549 0.14093323937168828 -0.04204589834478166 -0.032086193561553955 -0.024613658567754233 -0.014331984468354065 0.068011462024806693 -0.049556758149156298 0.099714186191558835 0.050271853967146438 -0.038593306345018473 0.069754080891609199 0.098329469230439934 -0.018134775775217871 0.022900162424360004 -0.037104758774930989 -0.018328612285492187 0.059758394934512959 0.093682591101018398 -0.018381592501764712 -0.036059570948282882 0.17131915290015085 -0.01866753101348877 leaf_weight=62 106 20 159 53 56 20 28 20 428 1212 259 98 66 32 3023 33 56 20 20 20 27 170 22 82 2430 97 103 20 22 88 20 27 161 21 3602 182 108 82 23 90 70 82 leaf_count=62 106 20 159 53 56 20 28 20 428 1212 259 98 66 32 3023 33 56 20 20 20 27 170 22 82 2430 97 103 20 22 88 20 27 161 21 3602 182 108 82 23 90 70 82 internal_value=0 0.204403 0.183634 0.388476 0.655166 0.137258 0.126301 0.4508 0.10075 -0.0237687 0.148331 0.0368086 0.0683091 0.237469 -0.0306295 -0.0157096 0.0689708 0.125148 -0.0175675 -0.0194361 -0.00746776 -0.00302226 0.0816044 0.0149075 -0.0204329 0.116348 -0.0159709 0.00230195 -0.03864 -0.0389766 -0.0117847 0.134821 -0.00490863 -0.0267459 -0.0394902 -0.0361063 0.0426569 0.0755507 -0.0434328 -0.0411316 0.153222 -0.0203969 internal_weight=0 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 60 10745 3764 109 335 3731 3662 507 329 69 370 3642 315 480 287 6981 6959 129 47 267 109 6830 3784 206 179 3046 193 136 164 internal_count=13320 1363 1343 227 118 1116 1096 80 1016 11957 687 1212 705 60 10745 3764 109 335 3731 3662 507 329 69 370 3642 315 480 287 6981 6959 129 47 267 109 6830 3784 206 179 3046 193 136 164 cat_boundaries=0 4 7 8 9 13 16 17 20 24 26 27 28 29 31 32 36 cat_threshold=67109632 2113616 2200436992 32800 0 16448 2097408 2603 774 134234121 2148106240 1078151168 512 768 0 2164260864 2952 9 2148073472 2048 2152203280 1213336066 536876034 39862272 512 16 1121 480 21 134217729 2147483648 520 304549894 67113260 268443701 1034 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=40 num_cat=11 split_feature=25 15 7 25 26 5 25 4 24 2 25 24 5 2 4 7 25 4 26 8 3 5 8 13 1 24 7 25 5 6 11 24 2 16 24 7 11 7 12 split_gain=618013 246837 141294 76797.5 109430 107647 47812.5 36166.7 33419.5 30010 21062.6 18862.9 23051.2 15265.7 26783.2 13418.6 13186.2 8403.84 8085.88 8024.47 5302.2 3295.23 3284.53 3310.28 3228.08 3035.86 2317.7 2194.29 2312.58 1486.55 1277.18 799.311 753.471 580.63 555.859 530.218 381.249 274.346 76.5139 threshold=0 32.879500000000014 174.00000000000003 1 2022.5000000000002 27.130000000000006 2 27.015000000000004 3 18.585000000000004 4 5 8.3918550000000014 14.462000000000002 14.462000000000002 290.58750000000009 6 51.726358500000011 2022.5000000000002 17.849000000000004 18.268000000000004 181.87500000000003 103.75577000000001 54.016000000000012 17.847500000000007 7 8.3918550000000014 8 35.627500000000005 2.1690000000000005 5.7870000000000008 9 3.4510000000000005 16.525000000000002 10 11.291750000000002 24.453750000000003 23.834000000000003 4.7463400000000009 decision_type=9 2 2 9 2 2 9 2 1 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 2 2 2 1 2 2 1 2 2 2 2 left_child=1 2 3 4 -1 7 11 8 -5 -9 13 12 16 22 20 -4 24 19 -18 26 29 -7 23 25 32 -8 34 28 30 -15 31 -12 -2 35 -13 38 -32 -37 -29 right_child=6 -3 15 5 -6 21 10 9 -10 -11 27 17 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 33 -30 -31 36 -33 -34 -35 -36 37 -38 -39 -40 leaf_value=0.13858742865120494 0.029264483371990151 1.2369711656155793 0.94538225968678791 0.15258213068439752 0.65843148106336602 0.61628852290326153 -0.003504345820552764 0.19777626798508016 0.029824109562317003 0.66027069854736331 -0.024365396342372177 -0.0058607351392265259 0.39411389198303226 0.0031998443681430194 0.37407639320080094 0.58345560646057126 0.094005656712491739 0.20204107093811036 0.24775832537448769 0.16529862976074219 0.17861850792711434 0.47118601574617275 0.10598264445429263 0.10311774790287018 0.14497284471988678 -0.022662014753900374 0.073136304616928105 -0.041793175037792278 0.070934101291324783 0.094874948740005502 -0.0026856720250732495 -0.03745747576079439 -0.029896093209584557 0.011389992350623721 -0.034957357609636801 0.010438858825584938 0.048554792881011964 -0.032694741408030192 -0.031550093985892633 leaf_weight=82 209 23 21 472 80 29 1432 47 443 20 1155 113 25 153 26 20 71 20 66 25 22 34 23 24 24 1996 25 5022 23 20 53 1139 24 21 231 29 20 30 74 leaf_count=82 209 23 21 472 80 29 1432 47 443 20 1155 113 25 153 26 20 71 20 66 25 22 34 23 24 24 1996 25 5022 23 20 53 1139 24 21 231 29 20 30 74 internal_value=0 0.20879 0.191514 0.171903 0.372318 0.13597 -0.0221865 0.111564 0.095142 0.335834 -0.0276066 0.0505498 0.0973366 -0.00797576 0.0725913 0.768833 0.0809761 0.00201911 0.156643 -0.00808305 0.0323932 0.537979 -0.0131225 -0.0139161 0.0332514 -0.0147355 -0.0198298 -0.0371731 -0.028735 0.0137981 -0.0298249 -0.0311353 0.0231707 -0.0410064 -0.026586 -0.0412993 0.0113528 -0.0114935 -0.0416444 internal_weight=0 1271 1248 1207 162 1045 12095 982 915 67 11262 833 419 3696 221 41 394 414 137 394 195 63 3475 3452 257 3428 369 7566 2390 173 2367 2294 233 5176 344 5155 73 59 5096 internal_count=13366 1271 1248 1207 162 1045 12095 982 915 67 11262 833 419 3696 221 41 394 414 137 394 195 63 3475 3452 257 3428 369 7566 2390 173 2367 2294 233 5176 344 5155 73 59 5096 cat_boundaries=0 4 7 11 12 16 17 18 19 23 24 25 cat_threshold=768 2097232 3274178816 32768 0 16 2097408 201342977 65536 4390912 544 2265 1048 3360727560 537156608 2113536 2151 134217729 1107 2148081696 596248578 9437194 54530496 1115 1032 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=18 num_cat=0 split_feature=8 7 10 1 4 2 1 15 15 4 4 2 1 1 26 1 7 split_gain=326828 177815 141303 79440 41232.7 91534.6 34561.3 21048.1 38965.7 21034.5 16967.1 15019.3 4855.08 11847.6 7450.64 7431.04 2903.01 threshold=285.62500000000006 162.18600000000004 279.07800000000003 113.47200000000001 27.535980000000006 15.306500000000002 15.580500000000002 32.879500000000014 54.601700000000001 30.574000000000002 93.825000000000017 255.10500000000002 199.12500000000003 238.08750000000003 2022.5000000000002 148.98750000000004 280.57800000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 9 16 11 -9 -6 -7 -1 15 -14 -15 -5 -3 right_child=-2 6 -4 12 5 10 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18 leaf_value=-0.012762104224410115 1.2177596796642651 0.28266417826925005 0.83507719707489014 0.19664257236149002 0.32651963689110497 0.32723727501355682 0.83943904757499699 0.53474035686254506 0.012475946712493897 0.0032171127048589414 0.70010194861370578 0.19178223464224076 0.027040334984108256 0.16283543567657471 0.40461815045430111 0.44818086902300514 0.42799076027340366 leaf_weight=12711 22 28 20 23 22 26 20 20 50 236 23 36 27 25 26 24 27 leaf_count=12711 22 28 20 23 22 26 20 20 50 236 23 36 27 25 26 24 27 internal_value=0 -0.0020895 -0.00483393 -0.00610182 -0.00849155 0.106036 0.483455 -0.0112348 0.161694 0.0307855 0.502255 -0.0121844 0.244801 0.196424 0.286097 0.325088 0.354006 internal_weight=0 13344 13269 13249 13124 307 75 12817 70 258 49 12747 125 78 51 47 55 internal_count=13366 13344 13269 13249 13124 307 75 12817 70 258 49 12747 125 78 51 47 55 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=37 num_cat=11 split_feature=25 15 7 0 25 10 25 4 25 10 3 24 5 7 25 4 10 0 3 3 4 8 10 24 24 25 5 7 11 24 16 24 7 11 7 0 split_gain=602455 240705 135774 119794 81425.4 124398 46559.8 45331.5 20514.2 22830.6 23568.9 18509.3 22610 13144.9 12897.2 8107.9 8044.98 6214.96 4249.81 5772.74 3927.82 3237.75 2892.01 2409.16 2399.27 2142.2 2268.27 1625 1250.96 784.628 569.348 540.634 512.059 374.697 266.995 75.6297 threshold=0 32.879500000000014 174.00000000000003 315.60100000000006 1 115.96500000000002 2 29.205000000000002 3 30.283500000000007 2.1510000000000002 4 8.3918550000000014 290.58750000000009 5 51.726358500000011 14.442750000000002 21.624000000000002 16.594211000000005 22.008000000000003 13.390000000000002 103.75577000000001 67.575000000000003 6 7 8 35.627500000000005 8.3918550000000014 5.7870000000000008 9 16.525000000000002 10 11.291750000000002 24.453750000000003 23.834000000000003 27.880500000000001 decision_type=9 2 2 2 9 2 9 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 1 1 9 2 2 2 1 2 1 2 2 2 2 left_child=1 2 3 4 -1 7 11 -6 9 18 22 12 14 -4 17 16 27 23 21 -20 -21 24 -11 -2 -8 26 28 31 29 -10 32 -13 35 -30 -34 -27 right_child=6 -3 13 -5 5 -7 8 -9 25 10 -12 15 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 30 -28 -29 33 -31 -32 -33 34 -35 -36 -37 leaf_value=0.3638518104045349 0.04619448403365739 1.2214761917487436 0.92975584257216681 0.93735515499114996 0.088429992091289517 0.90233981466293334 -0.0063049023537504901 0.36344380877912047 -0.024031851533464609 0.12080718461204977 0.45648690167069433 -0.041574130871499228 0.3901356735229492 0.57153931140899661 0.15483859564982302 0.19827070283889772 0.18231990030833653 0.1806731829276452 0.16260449282328288 -0.010123869734486257 0.14064710330963134 0.10419278269228728 -0.019296369002415582 -0.01655645634730657 -0.023169659708395362 -0.041208708753105554 0.070352378720822548 0.054423783336366924 -0.0026013756529340206 -0.036993818229649568 0.011403711182730538 -0.013512663326020968 0.010156303253667107 0.048196862936019901 -0.03239550320307414 -0.02602073351542155 leaf_weight=159 121 23 21 20 944 20 1702 64 1155 34 20 119 25 20 137 20 21 26 30 127 20 23 26 110 1714 5063 23 28 53 1139 21 226 29 20 30 33 leaf_count=159 121 23 21 20 944 20 1702 64 1155 34 20 119 25 20 137 20 21 26 30 127 20 23 26 110 1714 5063 23 28 53 1139 21 226 29 20 30 33 internal_value=0 0.206146 0.189086 0.169862 0.15693 0.120217 -0.0219045 0.105891 -0.027253 -0.00787945 0.159193 0.0498729 0.0962165 0.755016 0.0800088 0.00180648 -0.00812048 0.0328172 -0.0115975 0.0361884 0.0103892 -0.014057 0.0600956 0.0175961 -0.0148532 -0.0366942 -0.0283578 -0.0188423 -0.0294368 -0.0307337 -0.0404813 -0.0247886 -0.0407712 0.0113159 -0.0114802 -0.0411104 internal_weight=0 1271 1248 1207 1187 1028 12095 1008 11262 3696 80 833 419 41 394 414 394 257 3616 177 147 3439 60 231 3416 7566 2390 373 2367 2294 5176 345 5155 73 59 5096 internal_count=13366 1271 1248 1207 1187 1028 12095 1008 11262 3696 80 833 419 41 394 414 394 257 3616 177 147 3439 60 231 3416 7566 2390 373 2367 2294 5176 345 5155 73 59 5096 cat_boundaries=0 4 7 11 15 16 17 18 19 23 24 25 cat_threshold=768 2097232 3274178816 32768 0 16 2097408 201342977 65536 4390912 544 1048 3360727560 537156608 2113536 2151 134217729 2051 3155 2148081696 596248578 9437194 54530496 1115 640 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=39 num_cat=9 split_feature=25 15 7 0 25 26 10 25 5 25 10 1 24 5 7 25 26 10 0 2 1 3 3 8 10 24 25 5 2 3 1 24 13 26 16 7 7 12 split_gain=590613 235901 133058 117401 79954.2 122798 121922 45652.6 37903.4 20077.8 22400 23810 18163 22153.3 12883.3 12660.7 7843.48 7062.71 6090.31 4907.23 4314.55 4060.11 5338.65 3175.74 2628.09 2416.01 2069.71 2225.08 1589.28 1084.7 1005.13 800.682 746.966 692.825 558.018 501.869 261.682 75.0587 threshold=0 32.879500000000014 174.00000000000003 315.60100000000006 1 2022.5000000000002 115.96500000000002 2 38.528000000000006 3 30.283500000000007 2.822397 4 8.3918550000000014 290.58750000000009 5 2022.5000000000002 14.442750000000002 21.624000000000002 55.242750000000008 17.847500000000007 16.594211000000005 22.008000000000003 103.75577000000001 67.575000000000003 6 7 35.627500000000005 15.031000000000001 64.377100000000027 7.1800000000000006 8 5.4302350000000006 2022.5000000000002 16.525000000000002 11.291750000000002 23.834000000000003 4.7463400000000009 decision_type=9 2 2 2 9 2 2 9 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 12 -6 10 21 24 13 15 -4 18 -17 19 20 29 -2 23 -23 25 -12 -9 27 31 -24 30 -14 33 -33 -11 35 37 -37 -28 right_child=7 -3 14 -5 6 -7 -8 9 -10 26 11 -13 17 -15 -16 16 -18 -19 -20 -21 -22 22 28 -25 -26 -27 34 -29 -30 -31 -32 32 -34 -35 -36 36 -38 -39 leaf_value=0.11038610428939631 0.0037663508256276452 1.2092614432003186 0.92045829772949217 0.92798162269592288 0.09142315602352119 0.66629689558958394 0.8933164117336273 -0.0062019213191295735 0.38525776873464168 -0.030365446118712926 0.10185362396818219 0.42112727129366251 -0.024967648189492021 0.38623431587219237 0.56582392549514771 0.091640335136735945 0.24307092045292711 0.18049670161945477 0.17886645262057965 0.14099551132747107 0.15409932953970773 0.15420640637797695 -0.0030682476423680785 0.10315085639124333 -0.037395742457845937 -0.023073152615304498 -0.040846573197808045 0.069648857427679969 0.09278596222400666 0.055512221813201902 0.039640414348015421 -0.037148095451182986 0.0085148561323011244 -0.015046264712818159 0.011289673986889067 0.010054741316828235 -0.032071549097696939 -0.030701364544597834 leaf_weight=81 210 23 21 20 962 78 20 1713 46 596 33 24 326 25 20 71 66 21 26 21 21 31 128 23 23 1723 5022 23 20 20 26 1127 37 585 21 29 30 74 leaf_count=81 210 23 21 20 962 78 20 1713 46 596 33 24 326 25 20 71 66 21 26 21 21 31 128 23 23 1723 5022 23 20 20 26 1127 37 585 21 29 30 74 internal_value=0 0.204113 0.187224 0.168193 0.155391 0.360429 0.119015 -0.0216851 0.104832 -0.0269813 -0.00789906 0.157602 0.0493895 0.0952973 0.747466 0.0792556 0.153396 0.00177542 0.0325002 -0.0077294 0.017433 -0.0115602 0.0348792 -0.0139633 0.0446619 -0.0147473 -0.0363629 -0.0281114 0.00988502 -0.0161252 -0.0201955 -0.0291901 -0.0353926 -0.022586 -0.0400765 -0.0403635 -0.0113654 -0.0406993 internal_weight=0 1271 1248 1207 1187 159 1028 12095 1008 11262 3718 80 833 419 41 394 137 414 257 393 231 3638 179 3459 56 3436 7544 2368 148 372 352 2345 1164 1181 5176 5155 59 5096 internal_count=13366 1271 1248 1207 1187 159 1028 12095 1008 11262 3718 80 833 419 41 394 137 414 257 393 231 3638 179 3459 56 3436 7544 2368 148 372 352 2345 1164 1181 5176 5155 59 5096 cat_boundaries=0 4 7 11 15 16 17 18 22 23 cat_threshold=768 2097232 3274178816 32768 0 16 2097408 201342977 65536 4390912 544 1048 3360858632 537156608 2113536 2151 134217729 3155 2148081696 596117506 9437194 54530496 1115 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=40 num_cat=13 split_feature=25 15 7 25 26 5 25 4 24 4 24 5 25 13 7 6 25 5 3 9 3 1 24 5 24 25 5 25 26 11 25 3 24 16 5 7 11 7 1 split_gain=578861 231207 130411 72390.9 104588 103041 44953.9 33591.6 32726.7 19839.2 19471.6 29101.1 18639.2 13651.2 12626.9 12201.4 10326.3 8785.99 8737.54 24558.5 9059.83 6813.22 6679.88 3352.24 2773.05 2028.52 2180.8 1672.54 1509.94 1260.61 1247.67 1004.47 747.517 546.913 522.548 491.882 352.373 256.474 72.4576 threshold=0 32.879500000000014 174.00000000000003 1 2022.5000000000002 27.130000000000006 2 27.015000000000004 3 121.76350000000002 4 7.2080000000000002 5 49.292053000000003 290.58750000000009 31.236250000000002 6 65.112000000000009 2.0385000000000004 7.9315000000000007 3.3289520000000006 13.794000000000002 7 181.87500000000003 8 9 35.627500000000005 10 2022.5000000000002 5.7870000000000008 11 17.461005000000004 12 16.525000000000002 7.2080000000000002 11.291750000000002 24.453750000000003 23.834000000000003 8.2530000000000019 decision_type=9 2 2 9 2 2 9 2 1 2 1 2 9 2 2 2 9 2 2 2 2 2 1 2 1 9 2 9 2 2 9 2 1 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 10 8 -5 -9 28 15 13 18 -4 16 21 -13 24 20 -20 -12 -18 -7 30 26 29 -26 -2 32 -8 34 -14 35 -30 38 -31 -37 -27 right_child=6 -3 14 5 -6 23 12 9 -10 -11 11 17 25 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25 27 33 -28 -29 31 36 -32 -33 -34 -35 -36 37 -38 -39 -40 leaf_value=0.13238308371567145 -0.040147132844281341 1.1971687808762428 0.91125370252700078 0.14873768823275429 0.64059806531667707 0.60392118786943372 -0.013220248849476295 0.52696800163813995 0.027402156403259461 0.17807862575237568 -0.037925553761030496 0.46197102608888047 -0.023612681225924418 0.19411076430118446 0.56016569852828979 0.30255470108985899 0.018858696883671904 0.17906118075052899 0.21869082474708557 0.32794261320873547 -0.0016152784973382951 0.1584121026992798 0.11181680426482231 0.45756905261208036 0.0058563208088620025 -0.040482119083284619 0.068952365958172349 -0.013899091765308154 0.0023302066879989829 -0.0014222567729078805 -0.033721300539230427 0.069585938096046449 -0.036338790580107458 0.011176777113051642 -0.050939402146772901 0.0099541912613243886 0.047969084739685058 -0.031750832875569665 -0.032803318878960985 leaf_weight=82 163 23 21 472 80 29 527 28 443 39 152 23 1143 33 20 20 136 21 20 27 280 20 238 34 645 4970 23 1252 113 52 839 20 1130 21 22 29 20 30 126 leaf_count=82 163 23 21 472 80 29 527 28 443 39 152 23 1143 33 20 20 136 21 20 27 280 20 238 34 645 4970 23 1252 113 52 839 20 1130 21 22 29 20 30 126 internal_value=0 0.202072 0.185352 0.166511 0.361065 0.131636 -0.0214685 0.107744 0.0919178 0.323883 0.0451115 0.0779423 -0.0270368 -0.00832694 0.739991 0.0599622 0.051076 0.326946 -0.010211 0.0390703 0.0130718 -0.0142662 0.0793853 0.524937 -0.0151497 -0.0359993 -0.0278302 -0.00718656 -0.018322 -0.0288982 -0.0259656 0.00344752 -0.0302031 -0.0396758 -0.00635077 -0.0399599 0.0122976 -0.0112518 -0.0402923 internal_weight=0 1271 1248 1207 162 1045 12095 982 915 67 928 610 11167 3623 41 566 546 44 3590 327 300 172 374 63 3263 7544 2368 1897 318 2345 1366 155 2273 5176 135 5155 72 59 5096 internal_count=13366 1271 1248 1207 162 1045 12095 982 915 67 928 610 11167 3623 41 566 546 44 3590 327 300 172 374 63 3263 7544 2368 1897 318 2345 1366 155 2273 5176 135 5155 72 59 5096 cat_boundaries=0 4 7 11 12 13 17 20 21 22 26 30 34 35 cat_threshold=768 2097232 3274178816 32768 0 16 2097408 201342977 65536 4671488 544 2265 904 1048 3360858632 536876032 2113536 67108865 0 16384 1044 428 2148081696 596117506 9437194 54530496 8 134258696 5120 2113536 0 2152726528 0 2097152 1115 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=41 num_cat=13 split_feature=25 8 10 24 25 2 25 26 0 25 10 5 8 10 25 24 2 25 24 26 0 10 25 5 10 7 24 25 2 26 25 12 3 3 0 2 13 3 2 3 split_gain=545423 356407 205075 131998 96550.5 81494.3 66286.3 49962.6 33610.1 27568.4 22316.6 13932.9 10669.3 8152.63 7178.86 15098.6 7919.86 6986.13 4675.48 4293.55 3309.8 2545.11 1865.7 1801.22 1626.07 986.788 1035.89 1615.35 670.81 320.312 220.265 145.227 138.046 752.591 111.711 574.93 55.5309 13.907 12.3873 8.33229 threshold=0 285.62500000000006 279.07800000000003 1 2 68.310000000000016 3 2022.5000000000002 211.57500000000002 4 30.283500000000007 176.53925000000004 86.532000000000025 131.43000000000004 5 6 71.845000000000013 7 8 2022.5000000000002 4.1660000000000013 39.944500000000005 9 48.477070000000005 64.682500000000019 48.352319999999999 10 11 1.4935000000000003 2022.5000000000002 12 7.3505000000000011 6.8162499999999993 9.0853000000000019 1.5638500000000002 2.9422770000000003 6.2398500000000015 17.847500000000007 13.477500000000001 1.0000000180025095e-35 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 2 9 1 2 9 1 2 2 2 9 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 19 -1 -6 10 12 17 14 21 15 29 18 -8 -16 -5 -17 -12 23 25 -23 26 27 -11 -28 -2 31 38 34 -34 36 -36 -32 -35 39 -24 right_child=9 -3 -4 6 5 -7 11 -9 -10 22 13 -13 -14 -15 16 20 -18 -19 -20 -21 -22 24 30 -25 -26 -27 28 -29 -30 -31 32 -33 33 37 35 -37 -38 -39 -40 -41 leaf_value=0.3440548494883946 0.14923098135802706 1.4899305639266966 1.1544925956726073 0.18162842050746636 0.15053723756598947 0.75920065542062121 0.03407344094630059 0.7890790172723624 0.53221957862377167 -0.0066883194632828234 0.31185005551576617 0.26123987529588782 0.1787673459514495 -0.0090784247716267901 -0.0021932157700228724 -0.014408813335001469 0.14868995730082193 -0.026607475532615773 -0.026747202328471692 0.27232872409985798 0.10088576517723225 0.1127938175201416 -0.043101517029903003 0.065909021854400632 0.23878392553329469 0.040679789096117018 -0.037176178474515674 -0.031003100820629823 -0.013084558162689209 0.11613771652353221 -0.037580337621876569 -0.016115141630172729 0.028433267885730383 -0.034533637769165494 -0.035252587384247518 0.021232335627079012 -0.02388814667860667 -0.04272092276956977 -0.035346428751945498 -0.045739071594448538 leaf_weight=49 59 20 20 108 596 24 497 52 24 454 20 23 31 21 1554 320 30 295 1556 101 27 21 2105 20 20 20 1533 761 125 58 2340 20 21 42 182 20 30 41 20 127 leaf_count=49 59 20 20 108 596 24 497 52 24 454 20 23 31 21 1554 320 30 295 1556 101 27 21 2105 20 20 20 1533 761 125 58 2340 20 21 42 182 20 30 41 20 127 internal_value=0 0.161508 0.14756 0.136176 0.236563 0.184578 0.0602413 0.521539 0.165312 -0.0247488 -0.00227245 0.018386 -0.00595877 0.160862 -0.0075477 0.0288053 -0.01297 0.0115656 -0.0145712 0.215165 -0.00528545 0.219366 -0.0353601 -0.0285671 0.174252 -0.029319 -0.0298063 -0.0220463 -0.0351479 0.122367 -0.0392936 -0.0427549 -0.0362066 -0.0250468 -0.0367986 -0.02966 -0.037407 -0.038578 -0.0431814 -0.0432516 internal_weight=0 1809 1789 1769 745 644 1024 101 620 11578 3717 815 3635 82 3604 464 3140 792 3110 209 347 61 7861 2913 41 2893 2873 1215 1658 117 4948 2272 2676 104 2572 202 2370 83 2252 2232 internal_count=13387 1809 1789 1769 745 644 1024 101 620 11578 3717 815 3635 82 3604 464 3140 792 3110 209 347 61 7861 2913 41 2893 2873 1215 1658 117 4948 2272 2676 104 2572 202 2370 83 2252 2232 cat_boundaries=0 4 5 8 12 16 20 21 24 25 29 30 34 38 cat_threshold=201327360 2113616 3278520320 32800 1137 256 16 35651584 67108864 64 1078460416 32768 4195353 3357124616 537205760 2097664 1 557056 329728 512 37 134218240 16 131072 3143 2701664288 591527938 210764482 62943684 1603 2147483648 20971520 512 33558528 36110342 268439844 8500 1034 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=43 num_cat=14 split_feature=25 8 10 24 25 2 25 26 0 25 1 8 5 25 24 25 10 24 26 1 25 5 1 25 7 24 25 2 8 26 7 25 12 3 3 1 1 0 1 3 2 1 split_gain=534575 349315 200994 129370 94629.2 79872.5 64966.6 48968.4 32941.3 26974.3 29131 15301.1 13655.6 6850.64 5192.2 7881.13 11628 6682.66 4208.11 2592.48 1798.63 1767.41 1569.43 1327.33 968.786 1001.51 1634.47 657.461 650.753 574.55 424.061 215.882 142.337 135.298 737.615 110.984 181.969 46.3336 13.7278 13.6303 11.595 4.3184 threshold=0 285.62500000000006 279.07800000000003 1 2 68.310000000000016 3 2022.5000000000002 211.57500000000002 4 51.072690000000009 46.946300000000001 176.53925000000004 5 6 7 30.846000000000007 8 2022.5000000000002 77.992500000000021 9 48.477070000000005 131.43000000000004 10 48.352319999999999 11 12 1.4935000000000003 108.11744000000002 2022.5000000000002 54.016000000000012 13 7.3505000000000011 6.8162499999999993 9.0853000000000019 4.3432500000000003 16.972500000000004 1.5638500000000002 0.90965000000000018 17.847500000000007 11.6325 10.662000000000003 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 9 1 9 2 1 2 2 9 2 2 9 2 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 18 -1 -6 10 11 14 13 -8 23 17 -17 -16 -5 -12 21 24 -21 29 25 26 -11 -27 -13 -2 -25 32 38 35 -35 37 -37 -33 40 -36 -22 -40 right_child=9 -3 -4 6 5 -7 12 -9 -10 20 19 28 -14 -15 15 16 -18 -19 -20 22 31 -23 -24 30 -26 27 -28 -29 -30 -31 -32 33 -34 34 39 36 -38 -39 41 -41 -42 -43 leaf_value=0.34061430220701255 0.023864471844264438 1.475031263113022 1.1429476649761201 0.17981214006741841 0.149031866645853 0.75160863459110261 0.033739425957320476 0.78118822730504545 0.52689739068349206 -0.007437834596016493 0.24911936472443974 0.18690006225339828 0.25862746922866159 -0.026350125128128489 0.10490300500295996 -0.010292751925892468 0.1879942701260249 0.006983063943842625 0.26960544246258122 0.067321658521890648 -0.042635328921518979 0.065249927282333378 0.18168326902389528 -0.031250228306891038 0.040272991031408314 -0.036804416657820957 -0.031683783018136326 -0.012953712921142578 0.11906127462020287 -0.016798368502354277 0.013119593371044506 -0.037286014730491555 -0.015953991413116455 0.028148934798581257 -0.034188300860779626 -0.019220023702743443 -0.045998008251190187 -0.032068156972527503 -0.045185443973998617 -0.042293714154057388 -0.034985208749771117 -0.050271466016769413 leaf_weight=49 70 20 20 108 596 24 497 52 24 492 34 31 23 295 113 2085 30 178 101 20 2111 20 30 1031 20 1533 701 125 26 69 22 2266 20 21 42 86 36 184 101 41 20 20 leaf_count=49 70 20 20 108 596 24 497 52 24 492 34 31 23 295 113 2085 30 178 101 20 2111 20 30 1031 20 1533 701 125 26 69 22 2266 20 21 42 86 36 184 101 41 20 20 internal_value=0 0.159893 0.146085 0.134814 0.234197 0.182733 0.0596396 0.516323 0.163659 -0.0245019 -0.0023652 -0.00660304 0.0182031 0.0114509 -0.00917832 -0.000664186 -0.00744497 0.0472289 0.213013 0.18175 -0.035044 -0.0283319 0.135939 -0.0261389 -0.0290825 -0.029569 -0.0218296 -0.0347964 0.155956 0.00343239 -0.030038 -0.0389007 -0.0423274 -0.0358445 -0.0247964 -0.0364306 -0.0271217 -0.0368941 -0.0427496 -0.0381922 -0.0425635 -0.0460261 internal_weight=0 1809 1789 1769 745 644 1024 101 620 11578 3739 3655 815 792 3598 2406 2115 291 209 84 7839 2891 50 1192 2871 2851 1193 1658 57 139 1053 4948 2272 2676 104 2572 122 2450 2252 83 2131 121 internal_count=13387 1809 1789 1769 745 644 1024 101 620 11578 3739 3655 815 792 3598 2406 2115 291 209 84 7839 2891 50 1192 2871 2851 1193 1658 57 139 1053 4948 2272 2676 104 2572 122 2450 2252 83 2131 121 cat_boundaries=0 4 5 8 12 16 19 20 24 25 29 31 32 36 40 cat_threshold=201327360 2113616 3278520320 32800 1137 256 16 35651584 67108864 64 1078460416 32768 4195353 3357124616 537205760 6291968 134218240 16 131072 904 8 622592 265216 512 49 2701664288 591527938 210764482 58749380 1 2147483656 1603 2147483648 20971520 8389120 33558528 36110342 268439844 8500 1034 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=44 num_cat=13 split_feature=25 8 10 24 25 2 25 26 0 25 1 8 7 25 24 25 10 24 26 1 25 5 1 3 0 7 24 25 2 8 25 3 3 1 1 0 1 3 3 2 1 1 3 split_gain=523936 342363 196994 126794 92746.1 78283.1 63673.1 47993.9 32285.7 26443.2 28550.4 14996.1 13505.8 5361.03 5090.76 7734.91 11396.6 6560.74 4124.36 2540.89 1762.31 1732.29 1538.2 1324.51 1538.92 949.545 980.981 1602.33 644.378 637.803 211.586 132.606 722.936 108.775 178.348 45.4116 15.4538 13.6863 13.359 10.1042 4.23246 1.09718 0.604144 threshold=0 285.62500000000006 279.07800000000003 1 2 68.310000000000016 3 2022.5000000000002 211.57500000000002 4 51.072690000000009 46.946300000000001 36.89500000000001 5 6 7 30.846000000000007 8 2022.5000000000002 77.992500000000021 9 48.477070000000005 131.43000000000004 53.153000000000013 47.640000000000008 48.352319999999999 10 11 1.4935000000000003 108.11744000000002 12 6.8162499999999993 9.0853000000000019 4.3432500000000003 16.972500000000004 1.5638500000000002 0.90965000000000018 1.0000000180025095e-35 17.847500000000007 10.446600000000002 10.662000000000003 5.729000000000001 4.9930000000000012 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 9 1 9 2 1 2 2 9 2 2 2 2 2 1 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 18 -1 -6 10 11 14 13 -8 23 17 -17 -16 -5 -12 21 25 -21 24 -2 26 27 -11 -28 -13 36 33 -33 35 -35 -32 37 39 -34 -22 41 -38 -39 right_child=9 -3 -4 6 5 -7 12 -9 -10 20 19 29 -14 -15 15 16 -18 -19 -20 22 30 -23 -24 -25 -26 -27 28 -29 -30 -31 31 32 38 34 -36 -37 40 42 -40 -41 -42 -43 -44 leaf_value=0.33720815697494821 -0.028981446630528405 1.4602809288501741 1.1315182008743288 0.1780140202133744 0.14754154754665075 0.74409253776073458 -0.043244067467983413 0.7733763342637282 0.52162841518719993 -0.0073649379017343567 0.24662817330921399 0.18503105948048254 0.19742807316780092 0.021771667528686658 0.1039392615915314 -0.010189824330310028 0.18611432580153145 0.0069169488105368104 0.26690938203641684 0.066648442715406417 -0.041764528933773165 0.06459742951393127 0.17986643711725872 0.054598903894424441 0.059495489776134489 0.039870261400938037 -0.036436372783815091 -0.031371400832878385 -0.012824175524711609 0.11787066349616417 -0.036913154302351918 0.027867445761249183 -0.033846418091229034 -0.01902782325134721 -0.045538027551439077 -0.031747474767591641 -0.045363160097921219 -0.045652393039904142 -0.041870775310004625 -0.034621356368064883 -0.049768750667572026 -0.043008096648587124 -0.044237043356895447 leaf_weight=49 1152 20 20 108 596 24 149 52 24 492 34 31 40 626 113 2085 30 178 101 20 2005 20 30 20 20 20 1533 701 125 26 2266 21 42 86 36 184 74 76 41 20 20 27 50 leaf_count=49 1152 20 20 108 596 24 149 52 24 492 34 31 40 626 113 2085 30 178 101 20 2005 20 30 20 20 20 1533 701 125 26 2266 21 42 86 36 184 74 76 41 20 20 27 50 internal_value=0 0.158295 0.144624 0.133467 0.231855 0.180905 0.059044 0.51116 0.162022 -0.0242562 -0.00233856 -0.00653395 0.0180219 0.0089948 -0.00908343 -0.000652913 -0.00737052 0.0467937 0.210883 0.179932 -0.0346941 -0.0280499 0.134579 -0.0258775 -0.0274716 -0.028793 -0.0292747 -0.0216145 -0.0344484 0.154396 -0.0385116 -0.0354861 -0.0245484 -0.0360663 -0.0268505 -0.0365252 -0.0419041 -0.041893 -0.0378103 -0.041694 -0.0455658 -0.0447336 -0.0450907 internal_weight=0 1809 1789 1769 745 644 1024 101 620 11578 3739 3655 815 775 3598 2406 2115 291 209 84 7839 2891 50 1192 1172 2871 2851 1193 1658 57 4948 2676 104 2572 122 2450 2272 2151 83 2025 121 101 126 internal_count=13387 1809 1789 1769 745 644 1024 101 620 11578 3739 3655 815 775 3598 2406 2115 291 209 84 7839 2891 50 1192 1172 2871 2851 1193 1658 57 4948 2676 104 2572 122 2450 2272 2151 83 2025 121 101 126 cat_boundaries=0 4 5 8 12 16 20 21 25 26 30 31 35 39 cat_threshold=201327360 2113616 3278520320 32800 1137 256 16 35651584 67108864 64 1078460416 32768 4195353 3357124616 537205760 6291968 0 16384 2183151616 32 904 8 622592 265216 512 49 2701664288 591527938 210764482 58749380 1603 2147483648 20971520 8389120 33558528 36110342 268439844 8500 1034 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=45 num_cat=14 split_feature=25 8 10 24 25 2 25 26 0 25 10 7 8 10 25 24 2 25 24 26 0 10 25 10 11 24 25 24 6 2 2 26 26 25 12 3 3 0 2 3 13 3 2 11 split_gain=513499 335551 193075 124274 90900.4 76725.2 62407.8 47038.8 31643.3 25922.6 21294.1 13237.4 10132.9 7949.98 6906.73 14632.7 7763.64 5259.37 4138.53 4042.29 3231.38 2493.36 1726.73 1586.13 1220.43 1132.08 1216.83 1543.07 574.422 569.292 462.577 316.987 253.443 207.375 139.496 129.967 708.55 106.441 563.215 71.2073 54.3982 13.3515 11.7464 8.80156 threshold=0 285.62500000000006 279.07800000000003 1 2 68.310000000000016 3 2022.5000000000002 211.57500000000002 4 30.283500000000007 36.89500000000001 86.532000000000025 131.43000000000004 5 6 61.750750000000004 7 8 2022.5000000000002 4.1660000000000013 39.944500000000005 9 64.682500000000019 32.448500000000003 10 11 12 5.7817500000000006 1.4935000000000003 106.24644000000002 2022.5000000000002 2022.5000000000002 13 7.3505000000000011 6.8162499999999993 9.0853000000000019 1.5638500000000002 2.9422770000000003 3.0267500000000003 6.2398500000000015 13.477500000000001 13.477500000000001 0.98365000000000014 decision_type=9 2 2 1 9 2 9 2 2 9 2 2 2 2 9 1 2 9 1 2 2 2 9 2 2 1 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 19 -1 -6 10 12 17 14 21 15 31 18 -8 -16 -5 -17 -12 24 -23 25 26 27 -11 -28 39 -18 -2 -31 34 42 37 -37 40 -39 -27 -35 -38 43 -24 right_child=9 -3 -4 6 5 -7 11 -9 -10 22 13 -13 -14 -15 16 20 30 -19 -20 -21 -22 23 33 -25 -26 29 28 -29 -30 32 -32 -33 -34 35 -36 36 41 38 -40 -41 -42 -43 -44 -45 leaf_value=0.33383607338885873 0.14695370342771885 1.4456781635284424 1.1202030048370362 0.17623388014457844 0.14606613389247616 0.7366516258319219 -0.042838824799975514 0.76564258245321426 0.51641212205092113 0.023112506692226118 0.30636300545930861 0.19545378720760348 0.17413493656343029 -0.010763191495622907 -0.0030058591737495513 -0.014331550315022468 0.091177057765779029 0.021557373824593783 -0.026080099422463129 0.26424028462702687 0.099588966413780483 0.10947230679648262 -0.042064607945389493 0.23390558362007141 0.049978767633438115 -0.036381742304430857 -0.028607272278578556 -0.019791191083793881 0.0067778188735246664 -0.033588182039749927 0.15837554621696473 0.11403267120492869 -0.0017775572282927377 -0.036471080407754985 -0.015374333381652831 0.027588771056561243 -0.044110669683326373 -0.034272789503191854 0.02163367694616318 -0.046675058888717438 -0.022919257442156473 -0.035023509723241211 -0.034271619677543642 -0.037821201920509341 leaf_weight=49 59 20 20 108 596 24 149 52 24 120 20 40 31 21 1572 320 21 626 1549 101 27 21 2182 20 20 1258 1037 228 48 39 20 58 70 2340 20 21 22 182 20 71 30 61 20 50 leaf_count=49 59 20 20 108 596 24 149 52 24 120 20 40 31 21 1572 320 21 626 1549 101 27 21 2182 20 20 1258 1037 228 48 39 20 58 70 2340 20 21 22 182 20 71 30 61 20 50 internal_value=0 0.156711 0.143177 0.132131 0.229537 0.179096 0.0584514 0.506048 0.160402 -0.024013 -0.00231222 0.0178391 -0.00589192 0.157052 -0.00743104 0.0282426 -0.012715 0.00890209 -0.0145512 0.208774 -0.00531427 0.214824 -0.0343476 0.170171 -0.0277708 -0.0284091 -0.021515 -0.00476446 -0.0267949 -0.0348871 0.123957 0.120348 -0.0131593 -0.0381265 -0.0414851 -0.0351312 -0.0243029 -0.0357056 -0.0287375 -0.0369316 -0.0362995 -0.0374322 -0.0419012 -0.0419695 internal_weight=0 1809 1789 1769 745 644 1024 101 620 11578 3739 815 3657 82 3626 464 3162 775 3121 209 347 61 7839 41 2891 2871 1433 348 1085 1438 41 117 109 4948 2272 2676 104 2572 202 1329 2370 83 2252 2232 internal_count=13387 1809 1789 1769 745 644 1024 101 620 11578 3739 815 3657 82 3626 464 3162 775 3121 209 347 61 7839 41 2891 2871 1433 348 1085 1438 41 117 109 4948 2272 2676 104 2572 202 1329 2370 83 2252 2232 cat_boundaries=0 4 5 8 12 16 20 21 25 26 30 31 35 36 40 cat_threshold=201327360 2113616 3278520320 32800 1137 256 16 35651584 67108864 64 1078460416 32768 4195353 3357124616 537205760 6291968 1 557056 329728 512 37 0 16384 2183151616 32 3143 2701664288 591527938 210764482 58749380 1619 2147483648 4194304 0 33554432 1025 36110342 268439844 8500 1034 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=40 num_cat=8 split_feature=25 8 10 7 25 7 15 0 25 1 8 5 0 25 10 2 1 25 5 1 25 7 26 8 25 1 25 0 10 12 1 1 1 0 0 8 2 26 26 split_gain=503275 328874 189233 78213.8 36982.7 30928.9 25580.1 28507.8 25453.7 27863.2 14488.9 13132.8 12890.5 4352.32 6050.32 2994.54 2478.48 1718.93 1693.05 1501.56 1061.84 928.997 811.73 642.747 355.875 585.163 199.301 168.853 137.651 135.432 111.645 132.027 100.916 57.7384 160.203 17.332 15.0691 0.449927 0.0707384 threshold=0 285.62500000000006 279.07800000000003 162.18600000000004 1 239.51250000000002 32.879500000000014 315.60100000000006 2 51.072690000000009 46.946300000000001 176.53925000000004 35.974070000000005 3 30.846000000000007 55.242750000000008 77.992500000000021 4 48.477070000000005 131.43000000000004 5 48.352319999999999 2022.5000000000002 108.11744000000002 6 0.72300000000000009 7 31.526250000000001 46.655499999999996 7.3505000000000011 1.4535000000000002 16.972500000000004 8.2530000000000019 13.704000000000002 1.5638500000000002 6.5557000000000007 0.98145450000000012 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 9 2 2 9 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 -5 7 -6 9 10 13 12 -1 20 15 -15 -11 18 21 -18 38 24 -22 -12 27 -26 29 -10 -16 35 33 32 -32 34 -28 36 -19 -35 -2 right_child=8 -3 -4 5 6 -7 -8 -9 17 16 23 -13 -14 14 28 -17 19 26 -20 -21 22 -23 -24 -25 25 -27 30 -29 -30 -31 31 -33 -34 37 -36 -37 -38 -39 -40 leaf_value=0.2688521109431623 0.053690053041164698 1.4312213800549507 1.1090010013580323 0.77631738384564719 0.086032019098528034 0.28710290840693886 0.44305627435445788 0.46629134082794188 -0.020860988637432458 0.2437477477157817 0.18258601311714417 -0.010831750461033412 0.010859140668596541 -0.0156483704942376 0.080198997042395845 0.070379240222093534 0.065966343134641642 -0.041594762959042381 0.064147795438766475 0.17782797193527222 0.027380018626587298 0.039741727292537686 -0.005626781527877699 0.11516583992884709 -0.032813740021111377 -0.014547521925960798 -0.035804294159644326 -0.048376211290774143 0.11418597056315495 -0.015191068172454834 -0.029133096331641788 -0.044264414875130907 -0.012098400455254774 -0.04497679042816162 -0.024211425014904569 -0.032489881298758766 -0.03794147680787479 -0.046855671222393334 0.054219580475164925 leaf_weight=249 52 20 20 24 1385 28 21 20 736 34 31 21 21 3087 22 41 20 2205 20 30 158 20 141 26 1921 193 2210 23 26 20 105 38 52 25 126 22 119 26 49 leaf_count=249 52 20 20 24 1385 28 21 20 736 34 31 21 21 3087 22 41 20 2205 20 30 158 20 141 26 1921 193 2210 23 26 20 105 38 52 25 126 22 119 26 49 internal_value=0 0.155142 0.141744 0.130808 0.119237 0.512894 0.0959501 0.091445 -0.0237731 -0.00217612 -0.00634516 0.222408 0.248786 -0.00886646 -0.0127708 -0.0145208 0.177876 -0.0339693 -0.0274483 0.133083 0.0219056 -0.0281764 0.0114326 0.151833 -0.0286492 -0.0309995 -0.0377453 -0.0214127 0.0986086 -0.0409302 -0.0346801 -0.0275392 -0.023491 -0.0354088 -0.035179 -0.0413241 -0.0414077 -0.0459347 0.0490869 internal_weight=0 1809 1789 1769 1717 52 1426 1405 11578 3717 3633 291 270 3576 3176 3128 84 7861 2913 50 400 2893 299 57 2873 2114 4948 759 48 2366 2582 195 157 2387 2336 2346 2324 51 101 internal_count=13387 1809 1789 1769 1717 52 1426 1405 11578 3717 3633 291 270 3576 3176 3128 84 7861 2913 50 400 2893 299 57 2873 2114 4948 759 48 2366 2582 195 157 2387 2336 2346 2324 51 101 cat_boundaries=0 4 8 12 16 20 24 28 32 cat_threshold=201327360 2113616 3278520320 32800 0 16400 1109917696 32768 4195353 3357124616 537205760 2097664 8 622592 329728 512 2701664288 591527938 210764482 62943684 0 32768 65536 512 2147483648 4325376 2 37765120 304545798 335548708 8500 10 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=44 num_cat=14 split_feature=25 10 4 25 24 26 1 1 25 15 0 10 6 24 4 4 25 24 10 25 0 8 0 26 24 3 4 25 24 24 25 25 11 1 0 13 0 11 11 12 6 6 8 split_gain=407088 253960 110889 91823.5 136157 166716 97777.5 57944 53291.3 28770.8 25368 21988.4 19766.1 14418.5 14010.7 20329 13445.6 24651.2 12368.8 10217.8 6471.6 5691.12 5157.72 4855.95 3565.99 8185.72 17733 2450.03 2312.3 2009.55 1906.02 1773.18 1443.16 1438.08 1140.51 725.318 429.272 318.076 430.591 119.055 115.229 189.545 62.9192 threshold=0 259.57500000000005 27.015000000000004 1 2 2022.5000000000002 26.134500000000006 228.56250000000003 3 5.2380000000000004 57.876000000000012 35.937820000000009 176.53925000000004 4 99.322500000000019 230.65000000000003 5 6 121.76350000000002 7 112.80200000000001 86.532000000000025 206.27675000000002 2022.5000000000002 8 2.1510000000000002 4.8167999999999997 9 10 11 12 13 7.4300000000000006 42.105000000000011 10.446600000000002 14.418750000000001 2.4432500000000004 18.268000000000004 11.586400000000001 14.253750000000002 8.3638550000000009 22.374000000000006 6.2148500000000011 decision_type=9 2 2 9 1 2 2 2 9 2 2 2 2 1 2 2 9 1 2 9 2 2 2 2 1 2 2 9 1 1 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 23 -6 9 33 10 13 11 12 16 -5 -4 -16 29 -18 -13 21 -12 24 -22 -1 25 30 -27 28 -26 -2 -10 32 35 -8 -29 36 -21 38 -34 40 42 -42 -33 right_child=8 -3 14 6 5 -7 7 -9 19 -11 20 18 -14 -15 15 -17 17 -19 -20 31 22 -23 -24 -25 27 26 -28 34 -30 -31 -32 39 37 -35 -36 -37 -38 -39 -40 -41 41 -43 -44 leaf_value=-0.028400911007608689 0.0074275500792653172 1.2911330060958863 0.71531512218972904 0.099709289317583508 0.22254042836486318 0.98176588543978616 0.62848228859901423 0.029215506792068479 0.016636732937230003 0.42499294643849134 0.37496880197525023 0.41415179426019844 0.33100942516326903 0.0096404253994977034 0.20662126770019529 0.57781597238447935 0.099936632538328379 -0.011546364757749769 0.070544584274291985 -0.031287957673735704 0.062451550769805915 0.13589020652770997 0.27503442378271198 0.10514130538364626 0.039040195777498447 0.019767013355925841 0.3486310496330261 -0.03046262172589961 -0.020153958410411687 -0.02707898790948093 -0.015348806055617168 -0.039994297021501153 0.03684830583277203 0.74840231871604912 0.00062193722706141441 0.029036946750822523 -0.015753037887289351 0.051234857603907592 -0.02457482166290283 -0.01929851400441137 -0.01139123942400958 -0.044626956284046171 -0.031043215781450272 leaf_weight=56 251 20 23 264 61 55 20 20 215 20 20 22 20 530 25 36 382 404 20 2140 25 25 21 53 106 91 20 1672 144 502 1146 4272 21 20 127 21 194 20 25 29 37 32 80 leaf_count=56 251 20 23 264 61 55 20 20 215 20 20 22 20 530 25 36 382 404 20 2140 25 25 21 53 106 91 20 1672 144 502 1146 4272 21 20 127 21 194 20 25 29 37 32 80 internal_value=0 0.172254 0.154794 0.128027 0.304486 0.536286 0.0782218 0.4687 -0.019909 0.0504005 0.0324675 0.0247417 0.0186589 0.040965 0.50499 0.425687 0.0145998 0.0432098 0.250529 -0.0283138 0.224794 -0.0144153 0.1595 0.0334625 -0.0155235 -0.00352803 0.0790218 -0.0240066 0.00548059 -0.0156302 -0.0102865 -0.0354551 -0.0280619 0.688442 -0.0281119 -0.0294703 -0.0299967 0.0179415 0.00346617 -0.0394054 -0.0396265 -0.0268049 -0.0398298 internal_weight=0 1203 1183 1099 225 116 874 60 12084 814 1667 1601 1559 794 84 61 1539 786 42 10417 66 3546 46 109 3521 1472 111 2049 250 753 1361 6871 2421 40 1799 2355 2334 66 46 4450 4421 69 4352 internal_count=13287 1203 1183 1099 225 116 874 60 12084 814 1667 1601 1559 794 84 61 1539 786 42 10417 66 3546 46 109 3521 1472 111 2049 250 753 1361 6871 2421 40 1799 2355 2334 66 46 4450 4421 69 4352 cat_boundaries=0 4 7 8 12 13 16 17 21 22 24 25 26 29 33 cat_threshold=768 2097232 2171076864 32768 0 16 6816000 2331 201342977 2147581952 1611094016 544 368 67108864 2147483648 537006080 2103 2152203288 1213860488 34603010 39849984 3091 4194304 1078460416 800 1224 8 134218376 33554432 554762464 595591171 75497480 16777344 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=15 num_cat=0 split_feature=10 7 8 2 4 1 3 7 15 15 6 1 1 2 split_gain=238485 158370 77464.4 45467.3 65358.6 35437 42928.8 34531.3 16978.4 37740 15264.9 8029.21 4112.09 7277.8 threshold=279.07800000000003 162.18600000000004 269.79925000000003 54.405500000000011 51.726358500000011 31.872000000000003 2.8170000000000006 239.51250000000002 32.879500000000014 46.655499999999996 223.36075000000002 199.12500000000003 16.216000000000005 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 8 11 -3 10 -10 -1 -7 13 -5 right_child=-2 7 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.014079246466163969 0.95442347416510953 0.71024044882506132 0.54933876953125005 0.021052832099107594 0.68896905779838569 0.086403786536792052 0.41799522966951941 0.26701114972432455 0.50891861999034882 0.0073214374979337065 0.17042938476138644 -0.043632173240184785 0.21676221346855165 0.18601949969927473 leaf_weight=12575 26 32 25 104 20 184 37 39 20 60 45 64 20 36 leaf_count=12575 26 32 25 104 20 184 37 39 20 60 45 64 20 36 internal_value=0 -0.00424647 -0.00678193 -0.00783798 0.150005 -0.010026 0.100251 0.466776 -0.0125008 0.132721 -0.0134213 0.0528461 0.082634 0.0634728 internal_weight=0 13261 13190 13165 180 12985 285 71 12700 80 12620 248 160 140 internal_count=13287 13261 13190 13165 180 12985 285 71 12700 80 12620 248 160 140 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=15 num_cat=0 split_feature=10 7 8 0 2 4 0 7 0 1 13 1 2 0 split_gain=233739 155219 75922.8 51463.2 45530.1 57373.2 40524.8 33844.1 25093.9 24776.9 22438.8 16807.1 3748.34 29.8399 threshold=279.07800000000003 162.18600000000004 269.79925000000003 172.87500000000003 54.405500000000011 32.012640000000005 220.33000000000001 239.51250000000002 355.00000000000006 113.47200000000001 27.600000000000005 228.56250000000003 255.10500000000002 250.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 12 -5 -3 13 10 -1 -11 -6 -8 right_child=-2 7 -4 6 5 -7 8 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.014060021513167377 0.94487924924263578 0.70313804782927036 0.5438453773498535 0.51213508889079096 0.056740186150009572 0.65650006651878356 -0.051344463586807249 0.26434105371817568 0.3472318886155667 0.2769587689029927 0.13342742687234513 0.021177067756652831 0.17180949298959028 -0.067883283297220876 leaf_weight=12690 26 32 25 32 111 20 20 39 23 49 104 54 38 24 leaf_count=12690 26 32 25 32 111 20 20 39 23 49 104 54 38 24 internal_value=0 -0.00420401 -0.00671411 -0.0077596 -0.00948062 0.153591 0.219379 0.462109 0.0795559 -0.0116175 -0.0128611 0.14286 0.0860867 -0.0603656 internal_weight=0 13261 13190 13165 13066 169 99 71 67 12897 12794 103 149 44 internal_count=13287 13261 13190 13165 13066 169 99 71 67 12897 12794 103 149 44 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=39 num_cat=7 split_feature=25 10 4 25 26 1 1 25 15 5 2 2 1 1 6 5 2 4 25 25 5 4 4 8 3 4 15 25 2 5 2 1 11 2 25 12 6 5 split_gain=394613 241138 106831 89840.8 110462 94594.6 56365.3 51503 27966.1 27110.1 24923 19493 18227.1 22293.1 18045.8 16660.9 16278.8 19797.4 11789.3 9929.66 9443.27 9014.18 8803.64 7967.28 3756.91 9652.26 3380.83 2595.3 2199.76 1483.88 1455.77 1336.07 969.854 954.694 796.88 111.635 90.3795 6.28845 threshold=0 259.57500000000005 27.015000000000004 1 2022.5000000000002 26.134500000000006 228.56250000000003 2 5.2380000000000004 8.2840000000000025 238.08750000000003 17.791185000000006 51.072690000000009 153.43270000000004 149.26580000000004 23.840250000000001 22.196000000000005 149.69580000000005 3 4 176.53925000000004 51.726358500000011 293.85000000000008 73.929000000000016 2.1510000000000002 14.462000000000002 36.690000000000005 5 26.641600000000004 44.780000000000008 21.761100000000003 42.105000000000011 31.809000000000005 86.532000000000025 6 14.253750000000002 8.3638550000000009 47.175000000000004 decision_type=9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 8 31 9 10 12 -5 15 14 -14 18 -11 17 -4 21 23 37 -2 -19 24 33 30 27 29 -20 32 -26 -7 -21 34 -9 36 -29 -17 right_child=7 -3 16 5 -6 6 -8 19 -10 11 -12 -13 13 -15 -16 20 -18 22 28 26 -22 -23 -24 -25 25 -27 -28 35 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.10138629253094013 0.040389783757657005 1.2599126353263856 0.6579855858195911 0.031430636804541265 0.5448862149097301 0.62010803270339965 0.027717839241027834 -0.006405761186323018 0.41905606799572709 0.36591606101393703 0.38897108530998231 0.43624895731608071 0.35632002789633616 -0.0222466618674142 0.31279272246360779 -0.04031530904769897 0.73747888474237355 0.1431295717330206 -0.012865870875322212 -0.027878727814248733 0.2166591582298279 0.22831554006647181 0.43628524696826937 0.18734268569946289 -0.008688193859206033 0.18342424351157566 0.090019487684423277 -0.039527519303949959 0.065736446767239956 0.059002077341079706 0.080917895823717126 0.73569662976264949 0.038752433318983426 0.052167839527130132 -0.020271536576107835 -0.019989781379699707 -0.028231965336534711 -0.047838342857360841 leaf_weight=117 467 20 22 774 108 20 20 569 20 20 20 24 35 28 20 20 21 21 944 3100 20 27 20 20 194 33 22 4382 37 20 20 20 22 20 1913 30 72 25 leaf_count=117 467 20 22 774 108 20 20 569 20 20 20 24 35 28 20 20 21 21 944 3100 20 27 20 20 194 33 22 4382 37 20 20 20 22 20 1913 30 72 25 internal_value=0 0.16963 0.152631 0.126359 0.300893 0.0771022 0.461174 -0.019566 0.0497394 0.0319241 0.0404367 0.18458 0.021449 0.188068 0.0144276 0.11352 0.496359 0.415986 0.010382 -0.0278285 0.0358603 0.0496559 0.286132 -0.0114844 -0.0129727 0.0242342 -0.0337233 -0.0341245 -0.00980135 -0.0267739 -0.000313793 0.677902 -0.0274092 -0.0166458 -0.0172003 -0.0391282 -0.0393449 -0.0444948 internal_weight=0 1203 1183 1099 225 874 60 12084 814 1667 794 109 1558 63 1495 85 84 63 1475 10417 65 494 41 2769 2749 247 7648 7626 981 3142 214 40 3122 2502 2482 4484 4454 45 internal_count=13287 1203 1183 1099 225 874 60 12084 814 1667 794 109 1558 63 1495 85 84 63 1475 10417 65 494 41 2769 2749 247 7648 7626 981 3142 214 40 3122 2502 2482 4484 4454 45 cat_boundaries=0 4 7 11 15 19 23 25 cat_threshold=768 2097232 2171076864 32768 0 16 6816000 201342977 2147581952 1611094016 544 134234112 98304 212992 544 4195352 1213860488 2 37748736 2702770400 595591171 76546056 18878592 4194312 4719240 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=40 num_cat=10 split_feature=25 10 7 25 7 26 25 4 4 24 5 6 24 0 8 4 5 25 25 26 4 0 8 24 4 5 5 10 4 4 25 25 11 5 0 12 12 11 6 split_gain=386761 236339 190660 69097.7 58563.9 52743.6 50478.6 37824.8 54577.6 41338.4 26570.6 17357.7 17133.9 15253.2 15002.5 12504.8 12384.7 9681.49 8192.73 7607.16 6048.21 5525.79 5239.17 3508.34 4076.49 2388.79 1873.48 1529.25 1458.78 5760.36 1633.31 1219.41 1368.05 785.965 655.646 332.513 457.792 320.034 145.995 threshold=0 259.57500000000005 113.47200000000001 1 269.79925000000003 2022.5000000000002 2 27.015000000000004 149.69580000000005 3 8.2840000000000025 156.16500000000005 4 61.612500000000004 14.442750000000002 51.726358500000011 25.164000000000005 5 6 2022.5000000000002 177.71725000000004 148.98750000000004 86.532000000000025 7 14.462000000000002 157.13100000000003 35.627500000000005 15.718750000000002 17.847500000000007 27.816000000000006 8 9 7.7940000000000014 51.726358500000011 2.4432500000000004 9.6960000000000033 21.435039000000003 15.198237000000002 7.4521190000000024 decision_type=9 2 2 9 2 2 9 2 2 1 2 2 1 2 2 2 2 9 9 2 2 2 2 1 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 -1 10 9 -9 19 11 13 -11 15 16 18 -12 22 -2 -5 -17 -15 23 24 27 33 31 -8 30 -30 -25 32 34 -18 -19 38 -37 -34 -33 right_child=6 -3 4 7 -6 -7 17 8 -10 12 14 -13 -14 21 -16 20 25 26 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31 -32 35 37 -35 -36 36 -38 -39 -40 leaf_value=0.16706302210863899 -0.011322590116478607 1.2473134498596192 1.204435411453247 0.17327009396380688 0.4567595165426081 0.53353644965446156 -0.0034039730826408649 0.64902246113481199 0.066096065971586432 -0.015448724475561405 0.34416957992315289 0.30678953125363306 0.081356054001687231 0.31179209561575028 0.42289392085302446 0.27437038550010096 0.0615002856651942 -0.030829546084932852 0.038233580388690791 0.31593143820762637 0.043062430381774902 0.10029123004277547 0.13019164123535157 -0.0020844726075125003 0.12832795162200927 0.14975546723320371 0.045653885890697618 0.083016021932874398 0.11745829508916751 -0.029405322149395945 -0.025719032114569974 -0.038315243565822027 0.0032098919401566191 -0.020304947728696079 -0.0091853316530193154 0.02053852893088175 -0.041894379854202274 0.053101278305053706 -0.025729426500645091 leaf_weight=85 933 20 20 83 22 73 821 29 36 296 20 21 471 21 21 26 24 1766 507 68 20 30 25 352 25 21 29 21 37 96 2169 4727 36 23 152 23 24 20 94 leaf_count=85 933 20 20 83 22 73 821 29 36 296 20 21 471 21 21 26 24 1766 507 68 20 30 25 352 25 21 29 21 37 96 2169 4727 36 23 152 23 24 20 94 internal_value=0 0.167933 0.151105 0.126748 0.812796 0.31636 -0.0193706 0.0921156 0.326171 0.0765465 0.0316049 0.0212345 0.0442792 0.017333 0.182734 0.0114969 0.125423 -0.0275505 0.00631219 0.222762 0.173802 0.18738 -0.0140218 -0.0150856 0.00245938 0.0610861 -0.0345019 -0.00124861 -0.0207482 0.0114515 -0.0225293 -0.034892 -0.0275522 0.0214679 -0.0291143 -0.0377343 -0.0113421 0.0210282 -0.0380698 internal_weight=0 1203 1183 1141 42 158 12084 983 65 918 1667 1558 767 1537 109 1486 88 10417 1440 151 46 51 3546 3521 867 68 6871 842 2654 133 2521 6842 1974 47 1918 4868 47 56 4821 internal_count=13287 1203 1183 1141 42 158 12084 983 65 918 1667 1558 767 1537 109 1486 88 10417 1440 151 46 51 3546 3521 867 68 6871 842 2654 133 2521 6842 1974 47 1918 4868 47 56 4821 cat_boundaries=0 4 7 11 12 13 17 20 21 23 27 cat_threshold=768 2097232 2171076864 32768 0 16 4194560 201342977 2147581952 1611094016 544 33 1548 2152203288 1213860488 34603010 39849984 67108865 2147549184 537006080 1042 4194312 1078460416 554762432 595591171 75497480 16777344 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=49 num_cat=14 split_feature=25 7 0 26 24 25 4 4 25 24 5 1 26 25 2 1 5 2 4 25 26 4 1 24 9 26 26 25 24 7 1 5 4 2 2 25 25 0 25 24 1 26 7 2 7 26 26 26 split_gain=390216 115910 118793 72580 72340.9 43581.3 36372.2 90715.3 35827.3 29174.6 45165 28909.7 17645.4 16116.6 17245.4 15825.4 15237.1 9722.43 14088.1 9139.71 6357.69 5776.39 4819.75 3703.47 4064.98 5174.3 3674.3 3645.44 3945.58 3411.28 2436.7 2067.91 2030.97 1807.65 2201.65 1771.83 1575.94 1006.56 979.632 829.046 667.782 424.446 254.44 205.226 168.786 152.939 90.342 87.7982 threshold=0 36.89500000000001 172.87500000000003 2022.5000000000002 1 2 27.015000000000004 121.76350000000002 3 4 7.2080000000000002 26.955000000000002 2022.5000000000002 5 33.286525000000005 2.2885000000000004 22.111000000000004 21.947000000000003 1.2399500000000001 6 2022.5000000000002 76.604000000000013 17.847500000000007 7 7.9315000000000007 2022.5000000000002 2022.5000000000002 8 9 239.51250000000002 57.065000000000012 35.627500000000005 255.10500000000002 64.377100000000027 47.321700000000014 10 11 0.96383700000000017 12 13 0.72300000000000009 2022.5000000000002 16.692500000000006 36.725000000000009 26.741000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 1 9 2 2 9 1 2 2 2 9 2 2 2 2 2 9 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 9 9 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 17 9 8 -8 12 10 19 29 -6 14 23 33 -10 18 20 41 -1 22 27 36 35 -26 -21 28 -11 -3 -24 38 -9 34 -16 -25 45 -38 39 47 -41 -2 43 -40 -44 -7 -29 -15 right_child=5 11 3 -5 6 13 7 32 16 21 -12 -13 -14 31 15 -17 -18 -19 -20 26 -22 -23 30 24 25 -27 -28 46 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 42 40 -42 -43 44 -45 -46 -47 -48 -49 leaf_value=0.31104142357119552 -0.015314253026788885 0.50878323276837667 0.96533407211303712 0.27965655590358535 0.084850610371293697 0.00026817107604721848 0.85962595582008361 -0.014643083413441976 0.0039504710146108998 0.036602564478026969 0.52144697501109205 0.86288948308853874 0.26515842631751413 0.00817191393144669 0.033421413501103718 0.37599717569351199 0.22143796864677878 0.46819516068413147 0.0023097582296891647 0.16797258347004385 0.2084956215029565 0.1713253755569458 0.1700881590694189 -0.014259026359911522 0.18761614541212721 0.018359866599514062 0.084617362400092697 -0.055496853083029561 -0.023894371330452878 0.34492960400051542 0.02452470178189485 0.044989370432767004 0.12180181157588958 -0.0047869115216391429 0.17548393082618713 0.0047831973703642639 -0.030411452800291953 -0.0021183899827037296 -0.036726192966063484 -0.030954507502713842 -0.0067165714502334592 0.02561004080670945 0.0085462204515934 -0.0046365181803703307 -0.028957736810048422 0.022942321658134462 -0.041166842412412842 -0.0088698100235502595 leaf_weight=139 55 24 26 38 116 59 20 24 613 214 26 21 102 62 24 20 34 21 22 111 107 20 23 1122 24 73 101 87 199 27 23 33 20 28 20 856 1162 141 5671 1254 125 47 20 20 30 60 89 59 leaf_count=139 55 24 26 38 116 59 20 24 613 214 26 21 102 62 24 20 34 21 22 111 107 20 23 1122 24 73 101 87 199 27 23 33 20 28 20 856 1162 141 5671 1254 125 47 20 20 30 60 89 59 internal_value=0 0.159027 0.138275 0.558213 0.11621 -0.0195678 0.0704116 0.301205 0.0541495 0.0435084 0.117458 0.550619 0.161793 -0.0253799 -0.00797517 0.127149 0.0151454 0.252263 0.244756 0.0877474 0.266438 0.0039332 -0.00127705 -0.0115529 -0.00295248 0.0602377 0.122483 -0.00897627 0.00757695 0.422037 0.0973064 -0.0339447 0.0473773 0.0580244 0.0979953 -0.00606621 -0.0239137 -0.0271415 -0.0343513 -0.0262736 -0.0285504 0.00322668 -0.0363528 -0.0366134 -0.0139562 0.0107935 -0.0456563 -0.000127177 internal_weight=0 1354 1282 64 1218 11858 929 64 865 995 340 72 218 10863 3589 92 647 289 268 314 246 655 635 3497 2075 97 212 589 413 51 46 7274 44 72 44 1978 1422 1303 7241 1500 1379 102 5741 5691 50 119 176 121 internal_count=13212 1354 1282 64 1218 11858 929 64 865 995 340 72 218 10863 3589 92 647 289 268 314 246 655 635 3497 2075 97 212 589 413 51 46 7274 44 72 44 1978 1422 1303 7241 1500 1379 102 5741 5691 50 119 176 121 cat_boundaries=0 4 5 9 13 14 18 20 21 23 24 27 29 33 34 cat_threshold=67109632 2113616 3244949504 32768 97 134217737 622592 33898496 544 67109120 16 1078460416 32768 1076 4195344 2287085696 536877056 35667968 9 65536 436 134217737 98304 2115 16 2286944256 536870912 0 4194304 2684968960 1660944896 522 16789504 2 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=38 num_cat=14 split_feature=25 7 0 26 24 8 25 25 6 24 7 8 24 25 2 25 26 2 3 26 25 24 26 24 25 0 26 25 3 0 0 11 2 8 8 25 26 split_gain=382451 113603 116429 71135.6 70901.3 49193.2 42876.9 38475.8 74405.3 27401.3 18744.5 18653.9 16632 12966.3 9528.96 7722.49 7052.65 6514.44 7597.68 6204.94 5779.54 7027.55 4158.93 3390.93 2748.88 2313.84 1965.82 1960.79 1546.71 1760.67 1106.04 1052.15 898.814 736.988 1884.6 719.053 127.136 threshold=0 36.89500000000001 172.87500000000003 2022.5000000000002 1 223.50400000000005 2 3 95.142500000000013 4 239.51250000000002 45.007500000000007 5 6 21.947000000000003 7 2022.5000000000002 14.462000000000002 7.1800000000000006 2022.5000000000002 8 9 2022.5000000000002 10 11 2.3258800000000006 2022.5000000000002 12 14.3635 3.4750000000000005 4.1660000000000013 31.809000000000005 49.292053000000003 89.585000000000008 57.701000000000008 13 2022.5000000000002 decision_type=9 2 2 2 1 2 9 9 2 1 2 2 1 9 2 9 2 2 2 2 9 1 2 1 9 2 2 9 2 2 2 2 2 2 2 9 2 left_child=1 2 4 -4 14 7 9 12 -9 15 -3 13 -6 17 16 22 -1 23 25 -17 21 26 -2 24 -8 -19 -11 -25 29 -23 -21 32 35 34 -13 -15 -22 right_child=6 10 3 -5 5 -7 11 8 -10 20 -12 33 -14 31 -16 19 -18 18 -20 30 36 28 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.2892018798279436 0.095347376856310617 0.70646344436539554 0.95568073639502904 0.27685999606785022 0.066194875085396884 0.56103992676734926 -0.01019651052961762 0.11036093409752613 0.73985505199432366 0.03176880927880605 0.38376240015029905 0.1780423243045807 -0.039321140634096585 -0.037435374796950513 0.46351321265811007 0.10135569609766421 0.18619003221636912 0.00023200728323148644 0.18475140291101791 0.18929372252250204 -0.055408737571151168 -0.032639054650241889 -0.028448194709478642 -0.013457599041643259 0.023469344252177202 0.11677052426338197 0.088001107836878575 -0.035365298829117757 0.067807283425703649 0.065636253833770752 0.26634875463402791 0.025689138243595758 0.031681577818734305 0.17496951198577881 0.040761709630489355 -0.030347314301039856 -0.038184704177982205 leaf_weight=146 58 36 26 38 267 20 649 307 20 120 36 20 315 3609 21 115 122 115 34 98 81 206 51 1397 374 20 129 600 20 20 23 30 21 30 20 3927 91 leaf_count=146 58 36 26 38 267 20 649 307 20 120 36 20 315 3609 21 115 122 115 34 98 81 206 51 1397 374 20 129 600 20 20 23 30 21 30 20 3927 91 internal_value=0 0.157437 0.136892 0.552631 0.115047 0.0697075 -0.019372 0.0596639 0.144445 0.042621 0.545113 -0.0251903 0.00938617 -0.0262705 0.249741 0.113837 0.242308 -0.00924392 0.0511458 0.147694 0.00464802 0.0219993 0.0342797 -0.012654 0.00221948 0.017497 0.0585498 -0.0201832 -0.015839 -0.0239421 0.203941 -0.0333711 -0.0336497 0.137502 0.109402 -0.0338317 -0.0437523 internal_weight=0 1354 1282 64 1218 929 11858 909 327 1012 72 10846 582 10776 289 345 268 3189 169 236 667 495 109 3020 1023 135 249 1997 246 226 121 7587 7557 70 40 7536 172 internal_count=13212 1354 1282 64 1218 929 11858 909 327 1012 72 10846 582 10776 289 345 268 3189 169 236 667 495 109 3020 1023 135 249 1997 246 226 121 7587 7557 70 40 7536 172 cat_boundaries=0 4 5 9 12 13 14 18 22 26 27 28 32 36 40 cat_threshold=67109632 2113616 3244949504 32768 97 134217737 622592 33900544 544 512 2113536 2166489088 1076 1808 4195344 2152867968 536875008 35651584 8 622592 0 512 134217737 98304 2048 512 2115 1097 1024 5242880 536870912 2097152 1040 5373952 4096 2097152 313937926 67114284 8398133 4195338 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=39 num_cat=8 split_feature=25 7 0 26 25 25 6 1 4 4 3 2 25 2 1 1 5 25 5 5 1 4 25 2 7 2 3 5 2 2 5 11 25 26 25 3 7 2 split_gain=374852 111342 114111 69720 41874.6 36892.1 55911.5 28292.1 25837.7 51715.7 21401.5 15554.3 15496.8 16731.4 15430.9 14488 12040.9 8915.98 8681.25 10354.9 3704.48 3846.64 3801.02 3342.88 3211.69 2374.3 7307.47 2025.46 1766.62 2150.35 1382.24 962.858 904.4 869.151 633.575 823.032 251.044 226.329 threshold=0 36.89500000000001 172.87500000000003 2022.5000000000002 1 2 211.12500000000003 26.955000000000002 27.015000000000004 121.76350000000002 36.127320000000005 176.53925000000004 3 33.286525000000005 2.2885000000000004 1.26895 7.2080000000000002 4 23.747500000000006 148.98750000000004 125.83150000000002 147.48750000000004 5 17.791185000000006 239.51250000000002 14.462000000000002 1.1888500000000002 35.627500000000005 64.377100000000027 47.321700000000014 66.907500000000013 31.809000000000005 6 2022.5000000000002 7 0.46289950000000007 16.692500000000006 21.660000000000004 decision_type=9 2 2 2 9 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 9 2 2 2 left_child=1 2 5 -4 16 6 8 24 11 -10 15 -1 13 25 28 17 20 -7 -18 -20 21 22 33 -24 -3 30 37 31 29 -15 32 34 -6 -2 35 -14 -36 -27 right_child=4 7 3 -5 12 10 -8 -9 9 -11 -12 -13 27 14 -16 -17 18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 36 -37 -38 -39 leaf_value=0.041560550951490215 0.01781999682435895 0.49663076778252924 0.94612391985379729 0.27409138917922976 -0.024156515211834234 0.13286438714319737 0.58603127729325066 0.8485789512452625 0.67861338567733764 0.034181584011424675 0.52257966804504397 0.30549373523048734 -0.029711162429741061 0.032725375493367515 0.3710129315853119 -0.062212970256805424 0.34377705858275293 0.276882554407473 -0.014932114034891128 0.26689504168250344 0.15853392538817032 0.16713857555389403 0.052922392973047218 -0.057825616310382709 0.33764268204017922 -0.026618262041698801 0.20234675713947842 0.044845302466190222 -0.0050663985524858745 0.17312319087982178 0.053685441786243071 0.028275793814659118 -0.01075192684772334 -0.01181594645854124 -0.035985780461500902 -0.0030513072109222411 -0.01347626166343689 0.0069916934943666641 leaf_weight=765 202 24 26 38 637 189 21 21 20 33 20 23 1573 24 20 22 20 125 32 22 23 20 453 29 27 33 21 33 28 20 31 25 2724 194 5468 125 50 51 leaf_count=765 202 24 26 38 637 189 21 21 20 33 20 23 1573 24 20 22 20 125 32 22 23 20 453 29 27 33 21 33 28 20 31 25 2724 194 5468 125 50 51 internal_value=0 0.155865 0.135526 0.547105 -0.0191792 0.113899 0.0754898 0.539662 0.063639 0.277363 0.199186 0.0492642 -0.0248764 -0.00780969 0.125286 0.185865 0.0426495 0.203246 0.165803 0.0998864 0.0332175 0.0300078 0.0268841 0.0453189 0.412461 -0.0113335 0.0354996 -0.0332749 0.057028 0.0965426 -0.0127833 -0.0336769 -0.0133963 0.00322006 -0.0338915 -0.0275861 -0.0357171 -0.00621222 internal_weight=0 1354 1282 64 11858 1218 862 72 841 53 356 788 10863 3589 92 336 995 314 74 54 921 898 878 482 51 3497 105 7274 72 44 3392 7241 3361 396 7216 1698 5518 84 internal_count=13212 1354 1282 64 11858 1218 862 72 841 53 356 788 10863 3589 92 336 995 314 74 54 921 898 878 482 51 3497 105 7274 72 44 3392 7241 3361 396 7216 1698 5518 84 cat_boundaries=0 4 8 11 15 18 22 25 29 cat_threshold=67109632 2113616 3244949504 32768 134217737 622592 33898496 544 67109376 2097216 3221356544 4195344 2287085696 536877056 35667968 256 16 16777216 1 589824 262144 512 0 134217728 536870912 2684969088 1661207040 33290 25178496 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=46 num_cat=16 split_feature=25 24 0 25 5 25 1 25 25 8 5 24 5 24 8 2 25 25 2 2 0 8 24 25 26 26 24 26 25 26 1 1 25 1 26 5 25 11 8 8 26 26 26 18 2 split_gain=367521 106942 183439 83029.7 68435.4 63754.2 42468.4 41041.7 40115.3 29611.8 29344.8 28031.5 43867.7 27615.8 17819.2 12797.4 12637.1 8930.47 8784.18 6094.79 7358.23 5312.89 6082.91 5705.62 5065.17 4143.54 3685.41 3629.56 3084.73 2561.78 2199.01 2145.25 2002.39 1950.12 1771.01 1584.62 1098.21 1298.96 578.303 1847.37 541.487 418.806 338.207 240.264 71.0107 threshold=0 1 115.96500000000002 2 38.528000000000006 3 181.87500000000003 4 5 23.882040000000003 228.56250000000003 6 7.2080000000000002 7 45.007500000000007 189.44922000000003 8 9 10.815470000000001 14.462000000000002 15.311000000000002 14.442750000000002 10 11 2022.5000000000002 2022.5000000000002 12 2022.5000000000002 13 2022.5000000000002 2.2885000000000004 17.847500000000007 14 11.644 2022.5000000000002 35.627500000000005 15 5.7870000000000008 89.585000000000008 57.701000000000008 2022.5000000000002 2022.5000000000002 2022.5000000000002 15.148000000000001 40.44700000000001 decision_type=9 1 2 9 2 9 2 9 9 2 2 1 2 1 2 2 9 9 2 2 2 2 1 9 2 2 1 2 9 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 40 5 13 9 11 18 15 -6 12 17 25 16 -7 19 41 34 26 30 22 23 42 -10 -3 28 -19 -9 -15 -21 44 -28 -25 -5 36 37 -18 39 -16 -1 -2 -13 -38 -24 right_child=7 4 -4 8 10 6 -8 14 24 -11 -12 21 -14 29 38 -17 35 27 -20 20 -22 -23 31 33 -26 -27 32 -29 -30 -31 -32 -33 -34 -35 -36 -37 43 -39 -40 -41 -42 -43 -44 -45 -46 leaf_value=-0.011133581725033847 -0.016436295422640714 0.27263104609080724 0.9921260969779071 0.22110875577461428 0.67411631425221763 -0.035718589520125875 0.4605908622741699 -0.0099709273732305481 0.46946634788139191 0.29724272282918296 0.1821106667952104 0.070889980316162116 0.5128177813383249 0.12613101922548736 0.17608707094192505 0.21619249094100226 -0.027516699101166581 0.16484243358577694 0.41023165321350102 0.0057365447408010981 0.22947642874717711 0.12158948553933037 -0.041352729502688632 -0.01780857355273955 0.60972475592906661 0.38692617737013718 -0.013221804600873566 0.081996248925086293 0.025581615955482438 0.041479915813966234 0.10029604788749449 0.053869945943355563 -0.035208834820515483 0.086551442056894301 0.155385565059941 0.031659373860610164 -0.035633550028730955 0.019373007509552065 0.16567160606384276 0.040169200837612155 0.02922263387423843 0.02421516905439661 0.10506041782242913 -0.00091156172752380376 -0.060888573169708256 leaf_weight=66 55 70 34 82 27 508 20 649 51 30 22 60 26 78 20 21 1877 111 20 119 20 36 267 171 52 58 1397 101 378 66 31 25 611 20 82 38 5591 61 31 20 67 47 56 20 20 leaf_count=66 55 70 34 82 27 508 20 649 51 30 22 60 26 78 20 21 1877 111 20 119 20 36 267 171 52 58 1397 101 378 66 31 25 611 20 82 38 5591 61 31 20 67 47 56 20 20 internal_value=0 0.154336 0.279485 0.228449 0.088828 0.0688906 0.00768098 -0.0189877 0.318942 -0.0083859 0.453216 0.042223 0.114704 0.19185 -0.024628 -0.0257183 -0.0256895 0.0853925 0.201429 -0.00893673 0.0493021 0.00343995 -0.00337586 0.0278314 0.492464 0.300912 -0.0122283 0.119726 0.00323513 0.0816616 0.0252788 -0.0338888 -0.0200534 -0.00653849 0.188247 -0.0327115 -0.0330789 -0.0259071 0.133253 0.108128 0.00855315 0.00209033 0.0804507 -0.0354466 -0.0427141 internal_weight=0 1354 454 420 900 851 579 11858 287 559 49 995 340 272 10863 529 10792 314 184 3205 170 655 619 307 103 128 3035 212 1027 144 150 312 2008 191 164 7587 7549 1938 71 40 133 102 116 5611 287 internal_count=13212 1354 454 420 900 851 579 11858 287 559 49 995 340 272 10863 529 10792 314 184 3205 170 655 619 307 103 128 3035 212 1027 144 150 312 2008 191 164 7587 7549 1938 71 40 133 102 116 5611 287 cat_boundaries=0 4 5 8 12 16 19 20 21 25 27 28 30 31 35 39 43 cat_threshold=67109632 2113616 3244949504 32768 3168 0 2097216 17301504 0 80 17432576 32768 134217737 622592 33898496 544 512 0 3221225472 1076 147 4195344 2152867968 536877056 35651584 9 65536 2625 9 98304 1097 1024 5242880 536870912 2097152 1040 5373952 4096 2097152 2684952704 1795162624 33290 16806016 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=18 num_cat=0 split_feature=8 3 0 1 7 3 7 15 15 5 2 3 4 0 0 15 0 split_gain=160404 121507 75018.7 99926.2 49736.9 35262.1 23233.8 20062.4 27154 19901.8 10732 7585.99 5235.99 5377.32 5809.01 2501.91 2046.9 threshold=285.62500000000006 175.26000000000002 105.004 31.872000000000003 162.18600000000004 333.3454000000001 239.51250000000002 32.879500000000014 48.836373000000002 280.57800000000003 47.321700000000014 219.40000000000003 3.0138000000000003 189.93750000000003 241.78314000000003 110.47500000000001 131.43000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 7 11 -6 9 -9 10 -1 -3 13 16 -15 -10 -4 right_child=-2 5 3 -5 6 -7 -8 8 15 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.01172933817325186 0.7991386310577393 0.38549495048522953 0.072199445452008931 0.87483215641975409 0.46925731007258104 0.70138584675996196 0.099095600323799327 0.4578168900949614 -0.037310853481292726 0.27172624015808106 0.070687722057104121 0.1654816062109811 0.26488397741317748 0.27373847567516829 0.078378645896911625 0.095313296390302255 -0.06582662409002131 leaf_weight=12613 25 25 21 20 30 23 39 21 25 25 160 42 20 23 45 33 22 leaf_count=12613 25 25 21 20 30 23 39 21 25 25 160 42 20 23 45 33 22 internal_value=0 -0.00262872 -0.00514503 0.216459 -0.00772978 0.36355 0.260035 -0.00916457 0.149705 -0.0101453 -0.0106969 0.247576 0.115944 0.0891083 0.144456 0.0381477 0.00158146 internal_weight=0 13187 13097 151 12946 90 69 12877 79 12798 12773 67 131 111 68 58 43 internal_count=13212 13187 13097 151 12946 90 69 12877 79 12798 12773 67 131 111 68 58 43 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=19 num_cat=1 split_feature=8 3 7 6 0 0 15 15 1 24 13 1 0 6 3 3 3 15 split_gain=198713 155468 87786.1 87374.2 53608 42879.7 39689 44026.6 23499.1 17931.3 23926.3 20447.7 13989.6 10214.9 9608.45 10476.2 10301.9 6427.25 threshold=312.55000000000013 105.004 20.332580000000004 223.36075000000002 172.87500000000003 220.33000000000001 32.879500000000014 43.248000000000012 11.555000000000001 0 71.845000000000013 109.32500000000002 338.28750000000008 316.3010000000001 219.40000000000003 166.68000000000004 344.25000000000006 118.09000000000002 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 8 4 6 -6 9 -8 14 10 -1 -11 -7 -5 15 -3 -16 -9 right_child=-2 2 -4 13 5 12 7 17 -10 11 -12 -13 -14 -15 16 -17 -18 -19 leaf_value=0.0015755514533059318 0.95030623284253213 0.12134865180305812 0.94484471869468689 0.26230546039693498 0.55927285483905242 -0.032944680766055459 0.60854437725174992 -0.027815687656402587 0.51590755068737526 -0.022517339783208575 0.34798537325859075 0.16294028997421264 0.25869715028795703 0.52561518082251912 -0.052529334863026939 0.43027416774204802 0.23236752748489381 0.18485492512031837 leaf_weight=6499 22 23 20 34 28 38 21 30 23 6489 20 60 29 26 30 21 22 27 leaf_count=6499 22 23 20 34 28 38 21 30 23 6489 20 60 29 26 30 21 22 27 internal_value=0 -0.000861849 0.33184 -0.0043387 -0.006064 0.230631 -0.00777448 0.217129 0.228814 -0.00911688 0.00263428 -0.0207865 0.0932884 0.376406 0.160031 0.26879 0.068004 0.072923 internal_weight=0 13440 139 13301 13241 95 13146 78 119 13068 6519 6549 67 60 96 44 52 57 internal_count=13462 13440 139 13301 13241 95 13146 78 119 13068 6519 6549 67 60 96 44 52 57 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 7 6 0 0 1 24 7 13 1 0 6 3 3 3 10 1 split_gain=194759 152374 86039.1 85635.5 52541.2 42026.4 23031.4 21997.6 46916.2 28972.6 19829.3 13711.2 10011.6 9417.25 10267.7 10096.9 6789.76 1280.2 threshold=312.55000000000013 105.004 20.332580000000004 223.36075000000002 172.87500000000003 220.33000000000001 11.555000000000001 0 174.00000000000003 55.232840000000003 109.32500000000002 338.28750000000008 316.3010000000001 219.40000000000003 166.68000000000004 344.25000000000006 30.283500000000007 189.44922000000003 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 7 -6 13 8 9 -1 16 -7 -5 14 -3 -15 -9 -12 right_child=-2 2 -4 12 5 11 -8 10 -10 -11 17 -13 -14 15 -16 -17 -18 -19 leaf_value=0.0021900502536294306 0.94080313509160818 0.12013516902923584 0.93539628672599795 0.25968240108560114 0.55368012598582672 -0.032615233722485995 0.51074847553087321 -0.023431049971133495 0.42125433312522043 0.33044411394331191 0.096084230596368961 0.2561101774511666 0.52035902225054231 -0.052004040877024336 0.42597143195924303 0.23004385753111409 0.072268603897094733 0.19105588752031327 leaf_weight=6514 22 23 20 34 28 38 23 6441 27 27 22 29 26 30 21 22 75 40 leaf_count=6514 22 23 20 34 28 38 23 6441 27 27 22 29 26 30 21 22 75 40 internal_value=0 -0.000853231 0.328522 -0.00429531 -0.00600336 0.228325 0.226526 -0.00769674 0.00525416 0.00354502 -0.0206046 0.0923555 0.372642 0.158431 0.266102 0.0673239 -0.0223295 0.157356 internal_weight=0 13440 139 13301 13241 95 119 13146 6568 6541 6578 67 60 96 44 52 6516 62 internal_count=13462 13440 139 13301 13241 95 119 13146 6568 6541 6578 67 60 96 44 52 6516 62 cat_boundaries=0 1 cat_threshold=1649 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=41 num_cat=14 split_feature=25 24 4 25 0 26 5 25 25 26 8 25 24 5 26 3 5 3 10 2 25 25 8 26 24 1 24 0 3 10 6 5 5 24 25 24 11 10 10 26 split_gain=490343 169067 144313 125305 124066 96871.6 82065.5 41576.5 34114.3 32125.8 32024.5 32390 25273.4 54120.7 22006.8 15562.7 15338.8 15268.4 14261.7 41758.1 9796.55 7925.61 7590.67 5621.81 7114.84 4428.67 2395.8 3074.21 2014.48 1810.18 1178.31 1112.77 1537.86 776.593 674.122 954.562 281.796 37.1925 23.3338 6.02917 threshold=0 1 189.44922000000003 2 115.96500000000002 2022.5000000000002 172.87500000000003 3 4 2022.5000000000002 115.96500000000002 5 6 7.2080000000000002 2022.5000000000002 25.505000000000003 30.232500000000005 219.40000000000003 30.283500000000007 5.7450000000000001 7 8 89.585000000000008 2022.5000000000002 9 3.4510000000000005 10 35.061020000000006 71.845000000000013 56.571140000000007 8.509500000000001 35.627500000000005 59.752500000000005 11 12 13 16.727500000000003 37.940000000000005 110.47500000000001 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 9 2 2 9 1 2 2 2 2 2 2 2 9 9 2 2 1 2 1 2 2 2 2 2 2 1 9 1 2 2 2 2 left_child=1 2 3 5 7 -1 10 16 12 -9 11 14 13 25 -3 21 -5 -17 20 29 22 -13 26 33 30 39 27 -10 -28 37 -25 34 -33 -14 35 -22 -36 -20 -31 -2 right_child=8 6 -4 4 -6 -7 -8 9 18 -11 -12 15 23 -15 -16 17 -18 -19 19 -21 31 -23 -24 24 -26 -27 28 -29 -30 38 -32 32 -34 -35 36 -37 -38 -39 -40 -41 leaf_value=0.3039871690891407 0.099922695321551833 0.067538257653896636 0.9091607455412547 0.055972192304975847 0.75460478385289509 0.89503879404904552 0.68354071299235031 0.41678718675266618 -0.0056290024395883285 0.14953099157499231 0.44338976478576664 0.03287989478952745 -0.0091834081524479992 0.62608983993530276 0.36136516094207766 0.39161592984199523 0.34181553792953495 0.0098516319014809346 0.050225460746071551 0.50213354450464254 -0.015472276654591164 -0.043247545570940585 0.15499681580949712 -0.03346812424116901 0.080759894484715752 -0.050396253845908429 -0.021266273145420622 0.096623184680938723 0.074929226095026197 -0.05584205772565759 0.049860334515571599 0.082626693695783612 -0.038532755374908446 -0.045768586021580113 -0.034967514337402777 -0.031158107708703781 -0.0064950195891516549 0.032224753499031068 -0.04126246974581764 0.096611648948447218 leaf_weight=54 118 52 36 306 36 57 21 88 1477 92 20 245 127 20 50 20 20 22 22 20 590 286 27 112 141 22 2080 30 22 23 20 20 22 136 5077 1768 35 24 21 103 leaf_count=54 118 52 36 306 36 57 21 88 1477 92 20 245 127 20 50 20 20 22 22 20 590 286 27 112 141 22 2080 30 22 23 20 20 22 136 5077 1768 35 24 21 103 internal_value=0 0.176792 0.288592 0.2588 0.183992 0.557294 0.0667143 0.147031 -0.0199737 0.265443 0.0490363 0.0373517 0.0428407 0.121447 0.192681 0.00623011 0.0713208 0.191644 -0.0244658 0.0888195 -0.0256056 -0.00831808 -0.0120175 0.00275308 0.0345917 0.0849101 -0.0133003 -0.00356977 -0.0201635 -0.00302806 -0.0193748 -0.0321238 0.0191622 -0.0301914 -0.0324551 -0.0273152 -0.0347047 0.0408338 -0.0488836 0.0983795 internal_weight=0 1405 689 653 542 111 716 506 12057 180 695 675 799 263 102 573 326 42 11258 110 11148 531 3636 536 273 243 3609 1507 2102 90 132 7512 42 263 7470 2358 5112 46 44 221 internal_count=13462 1405 689 653 542 111 716 506 12057 180 695 675 799 263 102 573 326 42 11258 110 11148 531 3636 536 273 243 3609 1507 2102 90 132 7512 42 263 7470 2358 5112 46 44 221 cat_boundaries=0 3 4 7 10 14 17 18 22 24 25 26 27 31 32 cat_threshold=67109632 2113616 3278389504 3681 0 16 1080033536 512 64 2148007936 134217729 557056 198656 544 0 64 34078720 1076 4719640 3360884872 536876032 6307840 512 16 2440 1107 2569 3776014400 579076099 68452554 58720704 1041 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=34 num_cat=6 split_feature=25 4 25 5 1 26 15 2 25 0 8 5 5 10 2 25 5 8 4 2 0 4 25 10 3 5 5 25 3 11 2 10 10 split_gain=482959 118307 113824 101674 179636 65521.1 62476.5 35499.6 31133.1 20070.5 19243.5 14948 16840.4 13978 40927.1 9602.21 8341.83 7439.61 4033.74 2378.81 2183.55 9641.37 2134.72 1774.16 1603.04 1090.65 1507.26 719.046 851.629 263.073 92.9001 36.4524 22.8694 threshold=0 272.07425000000006 1 25.505000000000003 21.947000000000003 2022.5000000000002 22.087000000000003 255.10500000000002 2 122.075 178.65425000000002 7.2080000000000002 31.236250000000002 30.283500000000007 5.7450000000000001 3 176.53925000000004 89.585000000000008 51.726358500000011 3.4510000000000005 12.195500000000001 2.6475000000000004 4 56.571140000000007 86.532000000000025 35.627500000000005 59.752500000000005 5 2.1510000000000002 16.727500000000003 51.393740000000008 37.940000000000005 110.47500000000001 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 5 6 16 -1 7 10 9 11 -4 18 -13 15 23 17 -5 20 19 22 24 -22 -2 31 -10 27 -27 28 -17 -29 -21 -15 -25 right_child=8 -3 3 4 -6 -7 -8 -9 13 -11 -12 12 -14 14 -16 25 -18 -19 -20 30 21 -23 -24 32 -26 26 -28 29 -30 -31 -32 -33 -34 leaf_value=0.21975484276865864 -0.0095417503618823434 0.73344676546148346 0.072509753073495789 0.071072092428803441 1.2339310997182673 0.5981986462551615 0.65113349223136907 0.45967473564147954 -0.015819255680158111 0.30920937661771425 0.37822696277073453 0.38876358140259981 0.04278806742499857 0.049723202965476297 0.49711220324039462 -0.028515551474724694 0.30124014439121372 0.15344684817172863 0.1386787638840852 -0.038427198244177778 -0.0071862978095358068 0.18679452143866443 0.030934933151364863 -0.055283637254134474 0.073976015806198114 0.081800427228212361 -0.038147428035736085 -0.034665656459203088 -0.0037248136179295144 -0.0075380863746007292 -0.06601744413375854 0.031902504165967308 -0.040849845295860651 leaf_weight=91 183 37 1053 32 22 92 20 25 3340 27 21 24 34 22 20 2175 31 27 27 23 220 29 436 23 20 20 22 5111 148 36 26 24 21 leaf_count=91 183 37 1053 32 22 92 20 25 3340 27 21 24 34 22 20 2175 31 27 27 23 220 29 436 23 20 20 22 5111 148 36 26 24 21 internal_value=0 0.174155 0.160491 0.121556 0.455991 0.388767 0.0972387 0.0871587 -0.019978 0.0408016 0.0784875 0.0317192 0.18595 -0.0242216 0.0879313 -0.0253499 0.184329 -0.0118973 0.0188482 0.0140047 -0.0131673 0.0154058 0.0193141 -0.00299778 -0.0152848 -0.0318032 0.0189706 -0.0321312 -0.0268207 -0.0344091 -0.0530669 0.0404254 -0.0483948 internal_weight=0 1424 1387 1204 85 183 1119 1099 12038 780 1074 753 58 11258 110 11148 63 3636 695 668 3609 249 619 90 3360 7512 42 7470 2323 5147 49 46 44 internal_count=13462 1424 1387 1204 85 183 1119 1099 12038 780 1074 753 58 11258 110 11148 63 3636 695 668 3609 249 619 90 3360 7512 42 7470 2323 5147 49 46 44 cat_boundaries=0 4 7 11 15 18 22 cat_threshold=67109632 2113616 3278389504 32 0 16400 2097408 134217729 557056 198656 512 4719640 3360884872 536876032 6307840 1 0 131072 3776012352 42205187 68452554 58720704 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=38 num_cat=17 split_feature=25 24 4 25 6 5 3 25 25 25 24 5 10 2 1 24 25 25 24 9 25 5 24 25 10 5 4 5 5 25 25 24 6 1 11 10 10 split_gain=473347 169769 131471 120709 95033.3 79539.3 58952.4 54592.3 31565.8 30516.1 21622.2 51164.3 13699.8 40112.6 10973 13912.4 9411.12 7887.55 6593.74 5718.9 4760.43 3115.17 2427.11 2960.77 1738.85 1496.85 1292.68 1068.95 1477.27 859.318 731.608 963.444 457.9 470.672 258.177 35.7269 22.4143 threshold=0 1 189.44922000000003 2 211.12500000000003 172.87500000000003 115.96500000000002 3 4 5 6 8.3918550000000014 30.283500000000007 5.7450000000000001 113.47200000000001 7 8 9 10 11.088750000000003 11 61.945750000000004 12 13 56.571140000000007 103.75577000000001 33.667500000000011 35.627500000000005 59.752500000000005 14 15 16 26.251000000000001 14.418000000000001 16.727500000000003 37.940000000000005 110.47500000000001 decision_type=9 1 2 9 2 2 2 9 9 9 1 2 2 2 2 1 9 9 1 2 9 2 1 9 2 2 2 2 2 9 9 1 2 2 2 2 2 left_child=1 2 3 -1 6 8 7 -5 -3 10 11 17 16 24 15 -10 21 -2 -19 26 -17 22 23 -11 35 -23 32 30 -29 -24 31 -18 33 -12 -32 -14 -26 right_child=9 5 -4 4 -6 -7 -8 -9 14 12 19 -13 13 -15 -16 20 27 18 -20 -21 -22 25 29 -25 36 -27 -28 28 -30 -31 34 -33 -34 -35 -36 -37 -38 leaf_value=0.54877356994250592 0.0047159315892402699 0.17384182168947943 0.86769333839416507 -0.055696735706329346 0.86275997614860533 0.67019922074817473 0.65576460382212765 0.19142657375217373 0.070160028105751074 0.009288655286843089 -0.025983212705518378 0.57518494242713569 0.049225968881086865 0.49214109253883365 0.19654772941271464 0.010180716722603613 -0.014435899154066224 0.15454199898150539 0.034962388536204467 0.15248088002204896 -0.064506698059090428 0.1331883802868071 -0.028551502577689722 -0.016360194338092354 -0.054730800753054414 0.015155673677271062 0.057135509252548219 0.080982421204447749 -0.037765953974290327 -0.014096959081193633 -0.034336254028288868 -0.030323960441944797 -0.068644933700561531 0.01834056434723047 -0.0074627047777175905 0.031583480040232342 -0.040441347076779322 leaf_weight=111 141 141 37 115 20 21 23 393 177 831 305 21 22 20 30 139 574 119 105 20 217 21 843 961 23 22 20 20 22 958 5133 1727 23 26 36 24 21 leaf_count=111 141 141 37 115 20 21 23 393 177 831 305 21 22 20 30 139 574 119 105 20 217 21 843 961 23 22 20 20 22 958 5133 1727 23 26 36 24 21 internal_value=0 0.172414 0.283536 0.255169 0.182746 0.062877 0.160575 0.138155 0.0456539 -0.0197781 0.0403963 0.0927969 -0.0239793 0.087052 0.0102797 -1.1573e-05 -0.0250964 0.0675855 0.102379 -0.0119667 -0.0358636 -0.0117784 -0.0128233 -0.00448057 -0.0029678 0.0727996 -0.0210806 -0.0314851 0.0187809 -0.020983 -0.0318099 -0.0264402 -0.0254996 -0.0225016 -0.0340832 0.0400212 -0.0479108 internal_weight=0 1424 699 662 551 725 531 508 704 12038 780 386 11258 110 563 533 11148 365 224 394 356 3636 3593 1792 90 43 374 7512 42 1801 7470 2301 354 331 5169 46 44 internal_count=13462 1424 699 662 551 725 531 508 704 12038 780 386 11258 110 563 533 11148 365 224 394 356 3636 3593 1792 90 43 374 7512 42 1801 7470 2301 354 331 5169 46 44 cat_boundaries=0 4 5 8 11 14 18 19 20 24 26 27 28 29 33 37 41 42 cat_threshold=67109632 2113616 3278389504 32 3681 0 16 1080033536 67108864 64 524288 0 80 524288 134217729 557056 198656 512 1079 24 4719640 3360884872 536876032 6307840 1 524288 50 512 1619 1048 134285320 5120 16384 525328 134217864 5120 16384 3776012352 42205187 68452490 58720704 1041 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=43 num_cat=8 split_feature=25 4 3 25 8 3 25 0 10 4 4 3 25 5 1 26 4 0 0 25 5 8 4 8 25 0 6 25 12 0 3 25 7 7 1 3 3 12 6 0 1 6 split_gain=404121 347658 43089.2 37740.4 35131.9 34176.2 23724.3 41445.1 39916.5 30604.9 15453.6 16219 12731.3 23357.9 10396.5 7880.52 6154.78 5605.85 3341.36 2578.94 2857.42 2505.5 2137.76 1882.87 1862.67 1055.31 3851.95 657.703 722.368 650.164 644.751 273.303 386.76 568.172 194.841 168.922 394.278 129.307 117.716 97.8248 29.7388 14.4379 threshold=0 285.62500000000006 105.004 1 45.007500000000007 344.25000000000006 2 181.87500000000003 41.645000000000003 29.205000000000002 14.462000000000002 2.8170000000000006 3 8.3918550000000014 53.646000000000008 2022.5000000000002 29.205000000000002 117.56000000000002 3.6908850000000006 4 48.477070000000005 148.98750000000004 181.87500000000003 64.682500000000019 5 2.3258800000000006 4.2990000000000004 6 13.610000000000001 3.6908850000000006 233.80500000000004 7 14.732000000000003 23.448920000000005 15.094000000000003 7.6995000000000013 10.569750000000001 10.446600000000002 8.3638550000000009 27.880500000000001 16.658000000000005 16.948000000000004 decision_type=9 2 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 10 30 15 8 9 -8 12 18 13 14 -2 -1 -13 24 22 20 25 23 -12 -6 -14 27 29 28 -5 -27 -4 37 35 -34 -29 39 -37 38 40 -33 -21 -40 right_child=3 -3 5 19 21 -7 7 -9 -10 -11 11 16 17 -15 -16 -17 -18 -19 -20 31 -22 -23 -24 -25 -26 26 -28 34 -30 -31 -32 32 33 -35 -36 36 -38 -39 41 -41 -42 -43 leaf_value=0.18532477416614496 0.018537048994776716 1.2034889982640744 0.53263683069319956 -0.018076557577899516 0.2406568419415018 0.067116560697555547 0.073188285454751201 0.42813541338993949 0.52585755348205565 0.39316696397719847 0.043191387364029013 0.3902982714176178 -0.017321762908200946 0.3136085602544969 0.24659940129234678 0.31220179984444069 0.14518112926256088 0.1303072871833012 0.15998721529137006 -0.036664032997009634 0.094881297520228808 0.28909682236354928 -0.063004208911548967 0.11949976871753562 -0.0018389067867169012 0.037427546441555028 0.10363555467128753 -0.028632956195588297 0.042700355052947996 -0.022304961268494766 0.61197157335281371 -0.031486861212166858 0.038326929807662967 -0.037050249576568606 -0.0024823261129445044 0.021741734266281131 -0.027962162826634662 -0.01217132575471293 -0.013466682314872743 -0.012681334870202201 -0.048901714086532592 -0.025482455730438232 leaf_weight=101 415 32 21 881 23 20 836 39 21 31 137 20 1506 31 21 95 21 29 22 2788 21 29 22 29 1615 20 30 1625 20 205 20 2289 20 20 29 20 79 22 20 28 20 20 leaf_count=101 415 32 21 881 23 20 836 39 21 31 137 20 1506 31 21 95 21 29 22 2788 21 29 22 29 1615 20 30 1625 20 205 20 2289 20 20 29 20 79 22 20 28 20 20 internal_value=0 0.173548 0.147177 -0.0169936 0.00850235 0.406019 0.133117 0.107912 0.0950637 0.0846293 0.00417552 0.0851604 -0.000795072 0.0473655 0.0295217 0.23484 0.26475 -0.00805984 0.0444798 -0.0292415 -0.0212581 0.214622 0.0284977 0.173088 -0.00937136 -0.0222017 -0.00280353 -0.0241378 -0.0165438 -0.0169954 0.571337 -0.0334373 -0.0300799 0.00063834 -0.0280051 -0.030713 -0.017921 -0.0361959 -0.0365085 -0.0312596 -0.0367512 -0.0194746 internal_weight=0 1216 1184 12077 3920 61 1123 927 888 867 3839 222 3617 467 436 196 41 3150 181 8157 2831 81 159 52 3121 2810 255 2555 901 225 41 5326 2456 40 1654 2416 99 2870 2848 2317 2808 40 internal_count=13293 1216 1184 12077 3920 61 1123 927 888 867 3839 222 3617 467 436 196 41 3150 181 8157 2831 81 159 52 3121 2810 255 2555 901 225 41 5326 2456 40 1654 2416 99 2870 2848 2317 2808 40 cat_boundaries=0 4 8 11 15 19 22 26 30 cat_threshold=768 16464 3244949504 32800 138429465 2288623616 570775552 2097664 0 16400 6291456 16385 2097152 33898496 512 68747296 1091701248 68157448 54554944 134217744 2281701376 536870912 67108864 1074924032 0 37765120 312877062 67114284 9525 1035 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=44 num_cat=13 split_feature=25 4 24 9 25 8 8 25 0 4 2 24 25 5 6 1 4 1 0 25 5 8 24 8 24 25 0 6 25 26 24 25 7 7 3 3 26 12 6 0 26 16 6 split_gain=396080 340740 87337.5 51964.6 36988.4 34432.9 30127.4 23634.2 16977.5 15146.3 17504.9 15090.2 12478.3 22893.1 11672.6 11069 10656 10189.6 5494.34 2527.62 2800.55 2455.64 2167.58 1845.4 1838.7 2249.55 1581.12 2982.4 701.265 561.561 320.746 267.864 379.064 556.865 165.561 386.432 156.929 126.734 115.373 95.878 51.8906 31.8441 14.1506 threshold=0 285.62500000000006 1 223.50400000000005 2 45.007500000000007 223.50400000000005 3 30.162700000000005 14.462000000000002 14.462000000000002 4 5 8.3918550000000014 17.847500000000007 30.232500000000005 166.68000000000004 53.646000000000008 117.56000000000002 6 48.477070000000005 148.98750000000004 7 64.682500000000019 8 9 2.3258800000000006 4.2990000000000004 10 2022.5000000000002 11 12 14.732000000000003 23.448920000000005 7.6995000000000013 10.569750000000001 2022.5000000000002 10.446600000000002 8.3638550000000009 27.880500000000001 2022.5000000000002 5.526250000000001 16.948000000000004 decision_type=9 2 1 2 9 2 2 9 2 2 2 1 9 2 2 2 2 2 2 9 2 2 1 2 1 9 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 6 5 9 7 36 15 12 14 -9 13 17 16 29 -11 -2 22 20 24 23 -14 -7 25 40 30 -28 -27 -1 -26 37 34 -34 39 -36 -4 38 41 -33 -6 -21 -40 right_child=4 -3 3 -5 19 21 -8 11 -10 10 -12 -13 18 -15 -16 -17 -18 -19 -20 31 -22 -23 -24 -25 26 28 27 -29 -30 -31 -32 32 33 -35 35 -37 -38 -39 42 -41 -42 -43 -44 leaf_value=0.28919851027036969 0.018351678101413221 1.1914541152119638 -0.035516463743673787 0.58543310097285672 0.035682177315019582 0.23825026885322903 0.45620043981642949 0.03846985586084329 0.58522273564338689 -0.0095611322412685468 0.31338673449795823 0.1362890568518868 0.0025331038929267075 0.31047248578840686 0.27861300253868104 0.078282110691070564 0.21006038097234872 0.24413341204325359 0.12900421372775372 -0.036476123483853561 0.093932484672183084 0.28620585799217224 -0.015137519038297048 0.1183047705683215 -0.02331986254699174 0.00074200125976845073 -0.013929359371895376 0.098617535476331356 -0.030066516160374823 0.31937368206355882 -0.032745925091228097 -0.031171992629721302 0.037943661093711854 -0.036679747104644778 0.02152431643009186 -0.027682541186296487 -0.05625346043871509 -0.01204961152577942 -0.013332016229629517 -0.012554521390369959 0.02379918932914734 -0.024115660190582276 -0.025227632522583008 leaf_weight=133 415 32 74 21 73 23 21 298 20 147 29 406 1042 31 20 24 26 21 29 2787 21 29 2079 29 1084 125 184 27 192 115 1051 2289 20 20 20 79 72 22 20 28 74 21 20 leaf_count=133 415 32 74 21 73 23 21 298 20 147 29 406 1042 31 20 24 26 21 29 2787 21 29 2079 29 1084 125 184 27 192 115 1051 2289 20 20 20 79 72 22 20 28 74 21 20 internal_value=0 0.171812 0.145706 0.092839 -0.0168238 0.00841684 0.0820284 0.0727841 0.293956 0.00413327 0.0843088 0.0960013 -0.000787651 0.0468918 0.0498878 0.283346 0.0234456 0.0292265 -0.00797985 -0.0289491 -0.0210456 0.212476 -0.00927826 0.171358 -0.0219797 -0.00339099 -0.025533 0.000472376 -0.0182669 0.303191 -0.0282226 -0.0331029 -0.0297791 0.000631957 -0.0304059 -0.0177418 -0.0428107 -0.0358339 -0.0361435 -0.030947 0.0278085 -0.0363837 -0.0192798 internal_weight=0 1216 1184 892 12077 3920 871 850 292 3839 222 704 3617 467 193 272 173 436 3150 8157 2831 81 3121 52 2810 464 2346 211 317 248 2135 5326 2456 40 2416 99 146 2870 2848 2317 147 2808 40 internal_count=13293 1216 1184 892 12077 3920 871 850 292 3839 222 704 3617 467 193 272 173 436 3150 8157 2831 81 3121 52 2810 464 2346 211 317 248 2135 5326 2456 40 2416 99 146 2870 2848 2317 147 2808 40 cat_boundaries=0 4 5 9 13 14 18 22 23 24 28 30 31 35 cat_threshold=768 16464 3244949504 32800 97 138429465 2288623616 570775552 2097664 0 16384 2149580800 32 780 16385 2097152 33898496 512 68747296 1091701248 68157448 54554944 89 1026 67108864 1049088 0 33554432 1572864 16777216 93 312877062 67114284 9525 1035 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=40 num_cat=12 split_feature=25 4 24 10 8 25 8 25 24 5 0 17 0 25 5 4 25 5 8 3 8 24 25 0 6 2 25 24 25 7 3 3 12 6 0 26 7 6 26 split_gain=388261 333949 85581.2 50955.5 46381.6 36253.8 33747.8 26393.8 47306.1 22119.3 16639.7 15063.5 10815.2 10147.1 15367.6 7428.59 2475.98 2744.97 2406.78 1898.02 1808.68 1801.43 2205.65 1549.94 2923.05 1381.84 688.007 314.43 285.313 406.339 174.04 369.231 133.317 108.041 101.403 50.858 21.9448 16.2191 6.84139 threshold=0 285.62500000000006 1 211.12500000000003 239.51250000000002 2 45.007500000000007 3 4 38.528000000000006 30.162700000000005 65.112000000000009 211.57500000000002 5 8.3918550000000014 7.2030000000000003 6 48.477070000000005 148.98750000000004 1.1888500000000002 64.682500000000019 7 8 2.3258800000000006 4.2990000000000004 8.095500000000003 9 10 11 14.732000000000003 7.6995000000000013 10.912360000000001 10.599750000000002 8.3638550000000009 27.880500000000001 2022.5000000000002 5.8774540000000011 16.948000000000004 2022.5000000000002 decision_type=9 2 1 2 2 9 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 1 9 2 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 4 7 6 11 8 -4 -9 19 12 13 14 -2 -15 17 21 20 25 -8 22 35 27 -25 38 -24 -23 29 30 34 -32 33 36 -18 -7 -30 -35 -1 right_child=5 -3 3 -5 -6 16 18 9 -10 -11 -12 -13 -14 15 -16 -17 28 -19 -20 -21 -22 23 26 24 -26 -27 -28 -29 32 -31 31 -33 -34 37 -36 -37 -38 -39 -40 leaf_value=0.29744707731973558 0.025226327022827198 1.1795395769178867 0.31490910250861365 0.57971792402721589 0.55723214411735533 0.035325357587370154 0.23586776505345886 0.02132713576693961 0.023037263638731362 0.30417605301429484 0.57937049341201785 0.27781613779067993 0.20996806545257571 -0.010463513316725084 0.22996813199458976 0.049169404058986246 -0.030757152960904213 0.092993159975324355 0.28334378662808191 0.18674538159370421 0.11712172376698461 -0.02308879576106275 0.00073512943144197823 -0.013790065558708233 0.097631360115828333 0.21891531192339383 -0.029780735644963707 -0.032421551924497312 -0.036116785389053087 0.0030049339093660057 0.02145629107952118 -0.026834343844338467 -0.010476171253692537 -0.01319869577884674 -0.011260165815000181 0.023561197124622964 -0.029902869551603137 -0.025781611374446324 0.29394407033920289 leaf_weight=126 611 32 101 21 20 73 23 593 128 29 20 20 25 2919 39 225 2220 21 29 20 29 1084 125 184 27 26 192 1051 2825 38 20 76 21 20 27 74 58 21 100 leaf_count=126 611 32 101 21 20 73 23 593 128 29 20 20 25 2919 39 225 2220 21 29 20 29 1084 125 184 27 26 192 1051 2825 38 20 76 21 20 27 74 58 21 100 internal_value=0 0.170108 0.144263 0.09193 0.0812248 -0.0166564 0.00833235 0.0700378 0.159557 0.0339685 0.291016 0.00409161 0.00265812 0.00129208 0.0369425 -0.00617625 -0.0286607 -0.0208381 0.210351 0.280513 0.169644 -0.021763 -0.00336326 -0.02528 0.000467652 0.287955 -0.0180932 -0.027943 -0.0327719 -0.0293103 -0.0299595 -0.0167738 -0.0354618 -0.0357625 -0.0305229 0.0275304 -0.0359918 -0.0196436 0.295897 internal_weight=0 1216 1184 892 871 12077 3920 851 229 622 292 3839 3819 3794 650 3144 8157 2831 81 272 52 2810 464 2346 211 252 317 2135 5326 2381 2343 96 2945 2924 2247 147 2883 41 226 internal_count=13293 1216 1184 892 871 12077 3920 851 229 622 292 3839 3819 3794 650 3144 8157 2831 81 272 52 2810 464 2346 211 252 317 2135 5326 2381 2343 96 2945 2924 2247 147 2883 41 226 cat_boundaries=0 4 5 9 13 14 18 22 23 27 29 30 34 cat_threshold=768 16464 3244949504 32800 97 138429465 2288623616 570775552 2097664 0 80 524288 32768 1158 16385 2686976 33900544 512 68747296 1091701248 68157448 54554944 1026 67108864 1049088 0 33554432 1572864 16777216 93 3238041792 847511683 411075266 8390804 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=45 num_cat=13 split_feature=25 4 24 9 25 25 4 10 3 0 7 25 5 5 24 1 5 1 1 10 5 1 25 5 24 25 24 0 6 25 26 24 25 7 3 3 12 6 0 26 10 1 6 26 split_gain=380651 327286 83843.1 50710.7 35534.3 23794.7 29215.2 19471.2 36094.1 16308.6 15978.9 14686.1 19688.4 15553.6 13363.9 14700.9 11959.7 10834.6 4664.97 3583.31 2504.14 2766.5 2425.39 2690.49 1764.91 2162.6 1533.01 1519.38 2864.88 674.999 556.529 308.238 279.636 398.253 170.577 361.883 130.664 105.891 99.3846 49.8459 45.0012 29.1688 15.8964 2.1852 threshold=0 285.62500000000006 1 223.50400000000005 2 3 29.205000000000002 30.283500000000007 2.9830000000000001 30.162700000000005 36.89500000000001 4 8.3918550000000014 31.236250000000002 5 55.082710000000006 172.87500000000003 30.232500000000005 26.134500000000006 47.918520000000008 66.907500000000013 117.39000000000001 6 48.477070000000005 7 8 9 2.3258800000000006 4.2990000000000004 10 2022.5000000000002 11 12 14.732000000000003 7.6995000000000013 10.912360000000001 10.599750000000002 8.3638550000000009 27.880500000000001 2022.5000000000002 118.2 18.268000000000004 16.948000000000004 2022.5000000000002 decision_type=9 2 1 2 9 9 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 1 9 1 2 2 9 2 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 5 7 43 10 11 19 17 -7 12 14 -14 18 -16 -15 30 -2 -9 21 26 23 24 25 39 -13 31 -29 -27 -1 -26 33 34 38 -36 37 41 -24 -6 -21 -34 -39 -4 right_child=4 -3 3 -5 22 6 -8 8 -10 -11 -12 20 13 16 15 -17 -18 -19 -20 40 -22 -23 32 -25 27 29 -28 28 -30 -31 -32 -33 36 -35 35 -37 -38 42 -40 -41 -42 -43 -44 -45 leaf_value=0.28341151312777874 0.095961415996039967 1.1677441728115081 -0.035412792643985232 0.57765568665095735 0.034972102339953591 0.08052956760564714 0.38670435224260602 0.16058152174949647 0.52808148624002937 0.57357679319381716 0.32445478848048614 0.00098208346337385157 0.43839313185215001 -0.026933981180191042 -0.013209575972950619 0.25665313062213718 0.29324116969108582 0.074826453924179082 -0.055668978257612745 -0.0069303614616394041 0.078052174568176272 0.099877144694328304 -0.030449581340341286 0.092063231695266007 -0.022860018166820255 0.00072832408657780398 -0.01389961484307828 -0.013652164800011593 0.096655045747756962 -0.029497670844049736 0.31345116204800816 -0.032100392269088229 -0.035547786143326723 0.0029748858903583726 0.021241726994514466 -0.026566000125910105 -0.010371409874586832 -0.013066708564758301 -0.011147564075611256 0.023325585900126278 0.011860236021188589 -0.047666479468345645 -0.025523795286814369 -0.03781922328781772 leaf_weight=133 261 32 74 21 73 657 35 20 20 20 28 1162 20 28 521 21 20 24 22 25 35 24 2220 21 1084 125 1715 184 27 192 115 1051 2863 38 20 76 21 20 27 74 26 20 21 77 leaf_count=133 261 32 74 21 73 657 35 20 20 20 28 1162 20 28 521 21 20 24 22 25 35 24 2220 21 1084 125 1715 184 27 192 115 1051 2863 38 20 76 21 20 27 74 26 20 21 77 internal_value=0 0.168435 0.142849 0.0910482 -0.0164905 0.0803613 0.103462 0.00824903 0.152839 0.288106 0.0905002 0.00483424 0.0400966 0.204096 0.0270651 -0.00270376 0.106472 0.277708 0.0813011 0.0471371 -0.00600711 -0.00704198 -0.0283751 -0.0206327 -0.0215483 -0.00333576 -0.0079339 -0.0250296 0.000462976 -0.0179211 0.297341 -0.0276662 -0.0324441 -0.0290172 -0.0296599 -0.0166061 -0.0351072 -0.0354049 -0.0302176 0.0272551 0.00264916 -0.0356319 -0.0194472 -0.0343641 internal_weight=0 1216 1184 892 12077 871 720 3920 91 292 685 3829 893 68 825 542 48 272 283 71 2936 2901 8157 2831 2810 464 2877 2346 211 317 248 2135 5326 2381 2343 96 2945 2924 2247 147 51 2883 41 151 internal_count=13293 1216 1184 892 12077 871 720 3920 91 292 685 3829 893 68 825 542 48 272 283 71 2936 2901 8157 2831 2810 464 2877 2346 211 317 248 2135 5326 2381 2343 96 2945 2924 2247 147 51 2883 41 151 cat_boundaries=0 4 5 9 13 17 18 22 23 27 28 30 31 35 cat_threshold=768 16464 3244949504 32800 97 138429465 2288623616 570775552 2097664 0 16384 2149580800 32 134234113 2162688 33900544 512 114 68747296 1091701248 68157448 54554944 1026 67108864 1049088 0 33554432 1617 1572864 16777216 93 3238041792 847511683 411075266 8390804 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=43 num_cat=13 split_feature=25 10 7 24 0 25 4 25 8 7 8 17 25 0 25 24 25 4 25 24 8 8 0 6 11 25 24 0 26 25 7 26 0 6 6 26 2 26 26 2 4 0 split_gain=373079 324590 111254 89634.4 78041.7 61078.8 44799.1 34828.5 32887.5 29837.4 19087.8 14694.4 10593.6 10552.4 9811.65 14813.2 9715.17 7243.25 2375.84 2633.07 2351.83 1745.98 1478.19 3620.23 1318.12 1200.75 664.876 593.828 330.431 245.386 418.435 225.089 181.409 112.863 76.8766 66.4871 47.7884 45.805 38.5682 32.4369 24.6941 16.14 threshold=0 279.07800000000003 36.89500000000001 1 172.87500000000003 2 29.205000000000002 3 45.007500000000007 239.51250000000002 206.70431000000005 65.112000000000009 4 211.57500000000002 5 6 7 7.2030000000000003 8 9 148.98750000000004 64.682500000000019 2.3258800000000006 4.2990000000000004 18.794500000000003 10 11 3.8745000000000007 2022.5000000000002 12 14.732000000000003 2022.5000000000002 9.5393010000000018 8.3638550000000009 22.269000000000005 2022.5000000000002 0.98145450000000012 2022.5000000000002 2022.5000000000002 18.268000000000004 15.946000000000003 11.644 decision_type=9 2 2 1 2 9 2 9 2 2 2 2 9 2 9 1 9 2 9 1 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 -4 12 13 35 14 15 -2 -14 -16 19 25 21 -10 24 27 26 37 -21 -24 -27 30 31 41 -33 36 -35 -5 40 -9 -7 -38 -31 -20 right_child=7 -3 9 10 -6 38 -8 18 20 -11 -12 -13 16 -15 17 -17 -18 -19 29 22 -22 -23 23 -25 -26 28 -28 -29 -30 33 -32 32 -34 34 -36 -37 39 -39 -40 -41 -42 -43 leaf_value=0.071743580622000022 0.091542315797025195 1.3717483832619408 0.7959764941533406 -0.062458658738569782 0.65281055500632834 0.35208575099706652 0.54796038218906951 0.047317955308490332 0.23241921072420865 0.33314037873194774 0.33628415346145629 0.27432975172996521 0.0080206582099697672 0.20733983097076414 -0.010362513974109878 -0.0045875550358338351 0.10660541693369548 0.048521800092193812 -0.032088484216654424 -0.021092502336437349 0.27974769471020533 0.11574936537907041 0.037452420294284819 0.10516056093676338 0.046422359091043468 0.007558054685592651 -0.032839904240973931 -0.019937787036426732 -0.023753301858901978 -0.034836938489310097 0.00950987667872988 -0.026198604079441856 -0.0049007204662831058 -0.010387691728996508 -0.035234075784683232 -0.0782303280555285 -0.027719060660927157 0.033713884115219118 0.34283645472807045 -0.038912619030283348 -0.026142535932136304 -0.041172967076301574 leaf_weight=333 271 22 30 55 38 96 21 45 23 26 20 20 289 25 2919 379 149 225 883 1293 29 29 20 29 25 65 1046 183 70 3241 29 837 42 33 20 52 157 55 85 31 33 20 leaf_count=333 271 22 30 55 38 96 21 45 23 26 20 20 289 25 2919 379 149 225 883 1293 29 29 20 29 25 65 1046 183 70 3241 29 837 42 33 20 52 157 55 85 31 33 20 internal_value=0 0.166751 0.145945 0.124531 0.211228 0.183811 0.0972466 -0.0163264 0.00816621 0.581088 0.0322972 0.00397972 0.0217344 0.00256391 0.00121456 0.036271 0.0431885 -0.00612897 -0.0280924 -0.0204293 0.207593 0.167353 -0.0233507 0.000646938 -0.0258045 0.011478 -0.0265765 -0.0142836 -0.00807902 -0.0321197 -0.0280153 -0.0287832 -0.025181 -0.0341489 -0.0197637 -0.0641299 -0.0344678 0.0362143 0.329536 -0.0295648 -0.0347493 -0.0322897 internal_weight=0 1216 1194 1138 573 535 354 12077 3920 56 565 3839 545 3819 3794 650 438 3144 8157 2831 81 52 2596 232 2364 235 2339 203 135 5326 1811 1782 879 3515 53 107 3462 100 181 188 3274 903 internal_count=13293 1216 1194 1138 573 535 354 12077 3920 56 565 3839 545 3819 3794 650 438 3144 8157 2831 81 52 2596 232 2364 235 2339 203 135 5326 1811 1782 879 3515 53 107 3462 100 181 188 3274 903 cat_boundaries=0 4 5 8 12 16 20 21 24 28 29 33 34 38 cat_threshold=768 16464 3244949504 32800 3171 768 64 2148007936 138429465 2288623616 570775552 2097664 0 0 2153775104 32 16385 2686976 33900544 512 1140 768 64 1073741824 68747296 1091701248 68157448 54554944 1024 1572896 0 0 33554432 95 2164295872 42205315 411042496 8390804 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=14 num_cat=0 split_feature=10 5 7 0 8 2 4 5 1 0 0 5 0 split_gain=238349 101378 59119.8 45193.7 37128 29438.1 37191 28533 28399.1 15274.1 25501.5 14302.2 3561.72 threshold=279.07800000000003 172.87500000000003 355.00000000000006 172.87500000000003 269.79925000000003 47.321700000000014 33.379000000000012 228.56250000000003 113.47200000000001 206.27675000000002 338.28750000000008 280.57800000000003 232.87500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 -3 -1 -5 12 -9 -11 right_child=-2 7 -4 9 -6 6 -8 11 -10 10 -12 -13 -14 leaf_value=-0.0094463056262271989 1.0653008817491076 0.6105883849660555 0.50343202155569322 0.45727436900138857 0.37941410255432134 0.062843594536369229 0.47723634977340701 0.016197451027956875 0.15889727644401022 0.11673935604095459 0.39475329867115727 0.33816723733334925 -0.055542383035024012 leaf_weight=12814 21 27 23 20 25 162 25 22 101 20 27 37 30 leaf_count=12814 21 27 23 20 25 162 25 22 101 20 27 37 30 internal_value=0 -0.000899551 -0.00312132 -0.00400235 -0.00559148 -0.00632612 0.118244 0.34133 -0.0081298 0.211055 0.147102 0.218111 0.0133703 internal_weight=0 13333 13247 13224 13127 13102 187 86 12915 97 77 59 50 internal_count=13354 13333 13247 13224 13127 13102 187 86 12915 97 77 59 50 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=34 num_cat=13 split_feature=25 10 25 7 0 24 25 25 24 5 7 25 25 25 8 4 10 0 4 10 0 25 24 10 5 25 0 11 4 25 15 15 10 split_gain=402995 168856 111077 112369 84425.5 51875.1 45077.7 31094.8 22642.5 70013.4 18489.2 17548.4 16369.5 12438.1 10681.3 10600.6 8007.58 6491.84 5778.68 5268.94 4068.72 2781.37 2543.87 1737.19 1275.15 986.134 555.882 1755.65 491.661 411.63 303.729 126.993 100.569 threshold=0 239.51250000000002 1 36.89500000000001 338.28750000000008 2 3 4 5 7.2080000000000002 239.51250000000002 6 7 8 86.532000000000025 28.757500000000004 30.283500000000007 11.366500000000002 14.462000000000002 83.032500000000013 122.075 9 10 13.898000000000001 48.477070000000005 11 1.2399500000000001 1.4032500000000001 105.004 12 2.9410500000000002 7.7160000000000002 15.100237000000002 decision_type=9 2 9 2 2 1 9 9 1 2 2 9 9 9 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 9 2 2 2 left_child=1 2 -1 4 5 6 -4 8 9 12 -5 -7 -2 14 16 20 17 22 -19 -18 21 -10 -9 -23 25 30 29 -28 -17 -27 32 -32 -15 right_child=7 -3 3 10 -6 11 -8 13 15 -11 -12 -13 -14 24 -16 28 19 18 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31 31 -33 -34 leaf_value=0.4384304163191054 -0.014540003897195839 1.056431489217849 0.094826138837596191 0.7190915372294765 0.72723843370165142 -0.087781169287926328 0.31512529451052351 -0.024771812009655274 0.021806695754067941 0.6113818470001221 0.357490977874169 0.049672984642423555 0.12617675287193722 -0.034651072712433936 0.1752457589097321 0.18654354549589613 0.18266968389352162 0.025078467973295205 0.1959587164358659 -0.013762652955271982 0.11399397098101104 -0.029720583918274091 -0.0062787827317498301 0.065460964202880861 0.040195885621584375 -0.022867208009646939 -0.019888164857608099 0.076714628100395199 0.11961894678032917 -0.030560540755198064 0.0085461175441741942 -0.025060196855793828 -0.057144580721855166 leaf_weight=116 156 21 331 31 21 103 140 1288 161 25 26 536 170 3233 32 21 36 197 22 22 26 465 1797 20 26 1603 317 20 23 2304 22 23 20 leaf_count=116 156 21 331 31 21 103 140 1288 161 25 26 536 170 3233 32 21 36 197 22 22 26 465 1797 20 26 1603 317 20 23 2304 22 23 20 internal_value=0 0.165612 0.152536 0.119921 0.099097 0.0872132 0.165498 -0.0175113 0.0338285 0.0985671 0.554151 0.0265057 0.0622643 -0.0225348 -0.00657075 0.00117161 -0.00832085 -0.0103656 0.0422445 0.108161 -0.00865783 -0.0135943 -0.0141003 -0.0252744 -0.0296761 -0.0299563 -0.0264156 -0.0141551 0.15156 -0.0275408 -0.0343283 -0.00863044 -0.0347894 internal_weight=0 1325 1304 1188 1131 1110 471 12029 1067 351 57 639 326 10962 3394 716 3362 3304 219 58 672 646 3085 485 7568 7542 4244 337 44 3907 3298 45 3253 internal_count=13354 1325 1304 1188 1131 1110 471 12029 1067 351 57 639 326 10962 3394 716 3362 3304 219 58 672 646 3085 485 7568 7542 4244 337 44 3907 3298 45 3253 cat_boundaries=0 3 6 7 10 14 15 18 20 24 27 28 32 36 cat_threshold=768 2113616 2204762368 256 16384 2097408 91 512 2097168 2148007936 201342977 2147581952 1073823744 512 1045 0 64 33554432 16385 2147549184 4195352 140116488 537139200 2113536 16384 2147483648 65536 2952 313921542 1409299876 9268 33834 2164793536 50333698 9437194 37761472 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=41 num_cat=14 split_feature=25 10 25 7 0 26 24 25 25 24 7 25 25 10 10 8 26 1 25 24 3 2 3 25 24 0 10 25 24 1 0 1 26 26 26 10 15 0 7 26 split_gain=395238 165473 109091 110117 82736.7 71478.9 50911 44257.9 30545 30373.8 18121.3 17221.3 13487.6 14674.4 11048.4 9291.94 6821.98 6706.82 4776.83 3568.83 2815.6 2678.24 1895.22 1156.76 948.005 764.341 2899.29 558.453 1181.08 544.097 453.674 380.454 306.71 261.704 125.298 86.2542 77.2247 26.8064 25.6874 6.80615 threshold=0 239.51250000000002 1 36.89500000000001 338.28750000000008 2022.5000000000002 2 3 4 5 239.51250000000002 6 7 30.283500000000007 58.223000000000006 86.532000000000025 2022.5000000000002 67.575000000000003 8 9 3.4510000000000005 53.073000000000015 16.594211000000005 10 11 1.2399500000000001 0.43975000000000003 12 13 131.43000000000004 13.704000000000002 1.4535000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 14.362450000000001 10.852500000000001 19.921000000000003 11.6325 2022.5000000000002 decision_type=9 2 9 2 2 2 1 9 9 1 2 9 9 2 2 2 2 2 9 1 2 2 2 9 1 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 7 -4 9 16 -5 -8 13 15 -15 17 -2 22 19 32 33 24 -10 35 34 27 31 28 -25 -19 -18 -27 -11 -21 -20 37 -29 38 -14 -26 right_child=8 -3 3 10 -6 -7 11 -9 12 18 -12 -13 23 14 -16 -17 30 29 21 20 -22 -23 -24 25 39 26 -28 36 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 leaf_value=0.22360861408299415 0.077931740217738688 1.0458671801430839 0.093905682675649693 0.71190062307542379 0.71996604771841133 0.72007507801055914 -0.086981039975596738 0.31218411881128949 -0.013255921317912511 -0.037112862776065694 0.35391607064467212 0.049185351096230116 -0.034566989801311003 0.28366466347376507 0.02382185697555542 0.16379725179364607 0.16837627731385779 0.15437430775165559 -0.0021732943791609545 0.027815675118873857 0.16536913692951202 0.079315685749053955 0.021780225752312463 -0.0089274096301212753 -0.056310546897178473 -0.025608122353410118 0.078501599952578549 -0.031235572719094648 -0.027362610829676434 0.081494792075384237 0.21975946855545045 0.0022330136268825856 -0.0038336396217346193 0.052561621155057636 -0.024233194893481684 -0.055580516219139099 -0.013906039549754216 -0.046275331497192387 -0.044957464039325712 -0.060417806866921879 leaf_weight=58 144 21 331 31 21 58 103 140 3288 58 26 536 2759 30 36 31 122 20 52 87 20 20 162 495 86 292 32 2344 1497 21 20 59 53 84 51 20 26 20 24 76 leaf_count=58 144 21 331 31 21 58 103 140 3288 58 26 536 2759 30 36 31 122 20 52 87 20 20 162 495 86 292 32 2344 1497 21 20 59 53 84 51 20 26 20 24 76 internal_value=0 0.164017 0.151073 0.118753 0.0981389 0.434394 0.0863746 0.163928 -0.0173358 0.0393534 0.548609 0.0262347 -0.0218032 -0.00578459 0.141932 -0.00856913 0.12216 -0.0100997 -0.00236224 0.0249577 0.0504603 -0.0311764 -0.0116107 -0.02938 -0.0406919 -0.0261105 -0.0126208 -0.0273548 -0.022849 0.117046 0.175613 -0.0209283 -0.0194688 0.0399716 -0.0119372 -0.034764 -0.030915 -0.0347395 -0.0346566 -0.0548515 internal_weight=0 1325 1304 1188 1131 116 1110 471 12029 873 57 639 11156 3588 66 3522 286 3491 587 302 191 285 3450 7568 265 4745 383 4362 1992 41 142 351 111 171 103 2823 2370 2803 2783 162 internal_count=13354 1325 1304 1188 1131 116 1110 471 12029 873 57 639 11156 3588 66 3522 286 3491 587 302 191 285 3450 7568 265 4745 383 4362 1992 41 142 351 111 171 103 2823 2370 2803 2783 162 cat_boundaries=0 3 6 7 10 14 15 18 22 25 26 30 31 35 36 cat_threshold=768 2113616 2204762368 256 16384 2097408 91 512 2097168 2148007936 201342977 98304 1073823744 512 1045 0 64 33554432 4195352 2287600136 537139200 2113536 134234112 65536 65536 392 312741894 1409298724 9268 33834 2368 2164793568 50333698 9437194 37761472 1034 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=39 num_cat=13 split_feature=25 10 25 7 0 26 24 25 25 24 5 7 25 25 10 10 8 1 25 24 2 1 0 0 5 26 24 25 0 10 1 25 26 26 26 10 0 26 split_gain=387493 162170 106896 107910 81081.7 70056.5 49964.7 43453.1 29937.4 29769.4 78476.5 17760.7 16900.4 13219.7 14382.4 10828.6 9107.03 6573.35 4681.78 3497.81 2624.94 2367.23 1802.86 1644.02 1249.49 1214.35 929.14 919.004 790.84 2861.62 533.27 521.871 300.606 261.906 122.804 79.4809 44.0826 6.67071 threshold=0 239.51250000000002 1 36.89500000000001 338.28750000000008 2022.5000000000002 2 3 4 5 7.2080000000000002 239.51250000000002 6 7 30.283500000000007 58.223000000000006 86.532000000000025 67.575000000000003 8 9 53.073000000000015 17.461005000000004 1.8005000000000002 7.221000000000001 48.477070000000005 2022.5000000000002 10 11 1.2399500000000001 0.43975000000000003 131.43000000000004 12 2022.5000000000002 2022.5000000000002 2022.5000000000002 12.573250000000002 15.974500000000001 2022.5000000000002 decision_type=9 2 9 2 2 2 1 9 9 1 2 2 9 9 2 2 2 2 9 1 2 2 2 2 2 2 1 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 7 -4 9 10 21 -5 -8 14 16 -16 17 22 19 32 26 33 -10 25 27 -21 34 35 31 -30 -19 -29 -11 -2 -20 36 -15 -28 right_child=8 -3 3 11 -6 -7 12 -9 13 18 -12 -13 -14 24 15 -17 -18 30 20 23 -22 -23 -24 -25 -26 -27 37 28 29 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=0.2213725235544402 0.080750046278301041 1.0354085032145184 0.092994165280697275 0.70478160365935294 0.71276639018739973 0.71287434076440748 -0.086188204415076602 0.30927040626207986 -0.013904266240540142 -0.036741734907544892 0.72927200734615327 0.35037692546844484 0.048702506823635805 -0.034280535070813294 0.28082802454630534 0.02358363734351264 0.16215927281687337 0.15283056703209877 -0.0021515627090747543 0.014699856179306305 0.078522529840469368 0.18436937355995178 0.010192011929940485 0.13388597802682356 0.040079138095562281 0.068319976274357291 -0.055747441302898326 -0.022414083268922989 -0.020961893973690974 0.077716581299901014 0.080679841495695584 -0.030489085429925133 -0.0037953043658778352 0.060045037100800371 -0.02399086419273825 -0.054403166770935062 -0.049183203935623164 -0.059813629137842279 leaf_weight=58 133 21 331 31 21 58 103 140 3105 58 20 26 536 2629 30 36 31 20 52 83 20 20 345 22 26 86 86 1603 360 32 21 2878 53 113 51 20 20 76 leaf_count=58 133 21 331 31 21 58 103 140 3105 58 20 26 536 2629 30 36 31 20 52 83 20 20 345 22 26 86 86 1603 360 32 21 2878 53 113 51 20 20 76 internal_value=0 0.162404 0.149591 0.117596 0.0971901 0.43005 0.085544 0.162373 -0.0171627 0.0389598 0.120938 0.543123 0.0259666 -0.0215855 -0.00572674 0.140513 -0.00848344 -0.00999874 -0.00233862 0.0247081 -0.0308647 0.0797452 -0.0114946 0.0499557 -0.0290867 0.0419858 -0.040285 -0.0293637 -0.0264726 -0.0129065 0.115875 -0.0277185 -0.0192741 0.0712392 -0.0118178 -0.0344141 -0.0343931 -0.054303 internal_weight=0 1325 1304 1188 1131 116 1110 471 12029 873 286 57 639 11156 3588 66 3522 3491 587 302 285 266 3450 191 7568 169 265 7542 4873 392 41 4481 111 246 103 2669 2649 162 internal_count=13354 1325 1304 1188 1131 116 1110 471 12029 873 286 57 639 11156 3588 66 3522 3491 587 302 285 266 3450 191 7568 169 265 7542 4873 392 41 4481 111 246 103 2669 2649 162 cat_boundaries=0 3 6 7 10 14 15 18 22 25 26 27 31 35 cat_threshold=768 2113616 2204762368 256 16384 2097408 91 512 2097168 2148007936 201342977 98304 1073823744 512 1045 0 64 33554432 4195352 2287600136 537139200 2113536 134234112 65536 65536 392 2368 312741894 335548708 1076 33834 2164793536 50333698 9437194 37761472 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=38 num_cat=14 split_feature=25 4 25 24 0 9 8 25 25 24 25 25 1 8 0 1 0 25 4 0 24 9 3 0 25 1 25 0 6 4 25 24 11 15 0 7 7 split_gain=379901 159065 114382 60560.4 49881.2 49269.5 46741.2 46959 29342.2 29177 18146.3 12957.4 10873 10994.9 7137.27 6723.61 6258.54 8070.07 5344.04 4146.11 2436.4 2432.26 14931.3 1523.65 1427.34 1370.32 1112.39 734.432 2081.22 667.009 538.331 1159.43 512.791 75.7092 25.1794 24.5516 34.9048 threshold=0 333.3454000000001 1 2 115.96500000000002 103.75577000000001 23.882040000000003 3 4 5 6 7 54.277999999999999 86.532000000000025 12.195500000000001 77.992500000000021 21.624000000000002 8 25.164000000000005 122.075 9 9.6112500000000018 7.1800000000000006 11.366500000000002 10 148.98750000000004 11 1.2399500000000001 4.2990000000000004 121.76350000000002 12 13 0.42225000000000007 10.852500000000001 19.921000000000003 11.6325 5.8774540000000011 decision_type=9 2 9 1 2 2 2 9 9 1 9 9 2 2 2 2 2 9 2 2 1 2 2 2 9 2 9 2 2 2 9 1 2 2 2 2 2 left_child=1 2 -1 4 6 10 7 -4 9 16 -5 12 13 21 -12 -14 17 -2 19 20 -11 23 -23 -10 -22 -17 34 30 32 -20 31 -28 -29 -32 35 36 -13 right_child=8 -3 3 5 -6 -7 -8 -9 11 18 14 26 15 -15 -16 25 -18 -19 29 -21 24 22 -24 -25 -26 -27 27 28 -30 -31 33 -33 -34 -35 -36 -37 -38 leaf_value=0.43771637168884275 0.039449660583778669 0.95211865158081055 0.28604256555173524 0.12032635553951922 0.53381008441631606 0.52869474816322326 0.6385424079895019 0.077740684673958213 -0.013224328733671208 0.021286637980238835 -0.023909837729625853 -0.034130472446161367 0.27750760281085968 0.1710035017308067 0.10201938058815752 -0.0055824502259492871 0.2900904294990358 0.1601472871462504 0.068338682001287288 0.11250005318568303 -0.01544403411649369 -0.0097290376108139752 0.28407591983675956 0.01423603724964239 -0.058608051270246507 0.1114782247543335 -0.0086082843106867063 -0.022270394070383465 0.067595070401827495 0.14813157463073731 -0.030620734548576039 -0.026857383363270256 0.027587278918786484 -0.013462088474860559 -0.045377188205718996 -0.043982454109191896 -0.021760073874307718 leaf_weight=115 125 25 159 135 39 20 20 378 3130 123 383 2755 20 34 51 20 21 140 22 26 286 128 20 216 110 20 495 331 30 20 2344 1497 22 26 20 25 23 leaf_count=115 125 25 159 135 39 20 20 378 3130 123 383 2755 20 34 51 20 21 140 22 26 286 128 20 216 110 20 495 331 30 20 2344 1497 22 26 20 25 23 internal_value=0 0.160808 0.146827 0.113942 0.184974 0.0401782 0.16387 0.146191 -0.0169916 0.0385702 0.0237133 -0.0213701 -0.00566948 -0.00795545 -0.00890649 0.127801 0.119729 0.110746 -0.00231523 -0.0107308 -0.0169042 -0.0096969 0.0299743 -0.0114516 -0.0285823 0.0529479 -0.0287965 -0.0255905 -0.0123674 0.106335 -0.0268102 -0.0223882 -0.0191631 -0.0303046 -0.0340759 -0.0341168 -0.0340281 internal_weight=0 1325 1300 1185 596 589 557 537 12029 873 569 11156 3588 3528 434 60 286 265 587 545 519 3494 148 3346 396 40 7568 4745 383 42 4362 1992 353 2370 2823 2803 2778 internal_count=13354 1325 1300 1185 596 589 557 537 12029 873 569 11156 3588 3528 434 60 286 265 587 545 519 3494 148 3346 396 40 7568 4745 383 42 4362 1992 353 2370 2823 2803 2778 cat_boundaries=0 3 6 7 10 14 15 18 22 24 25 28 32 36 37 cat_threshold=768 2113616 2204762368 256 16384 2097408 2139 0 64 54525952 201342977 98304 1073823744 512 1045 0 2097168 524288 4195352 2287600136 537139200 2113536 134234112 65536 2050 134217729 65536 1073807360 312741894 1409298724 9268 33834 2164793568 50333698 9437194 37761472 1034 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=34 num_cat=15 split_feature=25 10 25 24 8 8 1 25 1 4 25 25 2 9 4 1 25 24 24 3 1 25 24 2 25 26 24 3 25 16 25 1 1 split_gain=371701 284935 70583.5 53678.1 46239.6 25657.2 22329.2 17932.5 16441 21331.9 27314.4 15779.8 10594.1 32308.9 6681.39 4740.2 4528.06 11135.2 3952.36 2825.24 1676.94 1479.5 1055.02 1614 1321.02 1000.45 847.937 491.644 353.094 275.292 232.925 89.9392 6.66638 threshold=0 279.07800000000003 1 2 148.98750000000004 211.12500000000003 113.47200000000001 3 26.134500000000006 189.44922000000003 4 5 14.3635 17.791185000000006 21.435039000000003 117.39000000000001 6 7 8 113.47200000000001 199.12500000000003 9 10 32.511500000000005 11 2022.5000000000002 12 0.46289950000000007 13 14.771000000000001 14 4.3432500000000003 1.0000000180025095e-35 decision_type=9 2 9 1 2 2 2 9 2 2 9 9 2 2 2 2 9 1 1 2 2 9 1 2 9 2 1 2 9 2 9 2 2 left_child=1 2 25 8 7 6 11 12 9 10 -4 -5 15 14 18 16 17 -2 -14 -18 -17 22 24 28 26 -1 -9 -26 -24 30 32 -32 -23 right_child=4 -3 3 5 -6 -7 -8 21 -10 -11 -12 -13 13 -15 -16 20 19 -19 -20 -21 -22 29 23 -25 27 -27 -28 -29 -30 -31 31 -33 -34 leaf_value=0.35615947656734015 0.072574076794317641 1.3407253122329712 0.28300010863999675 -0.068267799540860763 0.37344130635261535 0.38295081290331751 0.28521407548119043 0.017735211224266977 0.4051461007378318 0.49328229379653937 0.098060454085608498 0.049113312602165796 -0.032389536236153274 0.42522468892010779 0.18761043693708337 0.15392061440841012 -0.013743011724624041 -0.014823974593211029 0.048243666171539024 0.10548667359352112 0.034428764780362449 -0.044381090078706525 -0.020090189709411406 0.061354791641235355 -0.024761211030539545 0.30989862685507918 -0.01129166596648536 0.003696843972711852 -0.032387996719695493 0.0034364937652241103 -0.031451506973442761 -0.024678793142481552 -0.039200951258341471 leaf_weight=93 217 20 123 141 30 22 34 155 33 20 311 476 112 22 23 23 3156 403 112 20 24 311 482 20 757 94 248 66 1129 22 4504 205 27 leaf_count=93 217 20 123 141 30 22 34 155 33 20 311 476 112 22 23 23 3156 403 112 20 24 311 482 20 757 94 248 66 1129 22 4504 205 27 internal_value=0 0.154759 0.138298 0.106013 -0.0186516 0.0463877 0.0357264 -0.0196442 0.185819 0.173969 0.159254 0.0219783 -0.00265418 0.0580081 0.0253006 -0.00690729 -0.0081431 0.0164318 0.00863484 -0.0129514 0.0929035 -0.0284194 -0.022335 -0.0277558 -0.0149573 0.316007 3.16224e-05 -0.0222092 -0.0290343 -0.031798 -0.0320146 -0.0310906 -0.0427039 internal_weight=0 1367 1347 1160 12068 673 651 12038 487 454 434 617 4112 269 247 3843 3796 620 224 3176 47 7926 2857 1631 1226 187 403 823 1611 5069 5047 4709 338 internal_count=13435 1367 1347 1160 12068 673 651 12038 487 454 434 617 4112 269 247 3843 3796 620 224 3176 47 7926 2857 1631 1226 187 403 823 1611 5069 5047 4709 338 cat_boundaries=0 4 7 8 12 15 18 21 22 23 27 28 32 33 37 41 cat_threshold=67126016 16464 3277996288 33280 0 16448 256 3169 138413081 2155454984 537205760 2097152 67108864 0 1096810496 67108864 0 2153775104 134217736 622592 66560 113 992 555294784 696387585 9437770 54546816 1099 536879104 134348800 8389120 33554432 9 17367104 8388609 1048650 4480 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=26 num_cat=6 split_feature=25 10 25 8 15 6 13 8 25 2 9 4 1 25 0 6 25 3 8 7 0 16 25 0 6 split_gain=364415 279253 69155.7 45319.4 28591.4 32022.1 31352.1 21466.3 17549.3 11577.8 30903.8 7104.74 4229.97 4372.04 3290.43 2631.39 1690.35 1524.8 695.105 612.778 566.361 269.974 227.18 113.517 7.0424 threshold=0 279.07800000000003 1 148.98750000000004 24.453750000000003 223.36075000000002 23.944000000000003 239.51250000000002 2 14.3635 17.791185000000006 21.435039000000003 117.39000000000001 3 5.4302350000000006 17.791185000000006 4 93.825000000000017 26.955000000000002 51.726358500000011 61.612500000000004 14.771000000000001 5 4.2186000000000012 1.0000000180025095e-35 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 2 9 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 -1 8 5 6 7 -4 9 12 11 14 13 15 -11 -2 18 -15 19 20 -10 22 24 -24 -18 right_child=3 -3 4 -5 -6 -7 -8 -9 16 10 -12 -13 -14 17 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=0.31284652812831898 0.021501498286431154 1.3273180532455444 0.076293721667357858 0.36970689729849499 0.48071133995056153 0.44623179289010856 0.41570948715867667 0.39915294011433922 -0.021465033427475459 -0.0053626841767716801 0.42097244609485979 0.20043631228533659 0.096929734914730767 -0.013348504366614285 0.1005577484198979 -0.068988500693265134 -0.043889615295349432 0.072160136132013233 0.023948853919000337 -0.077366416335105895 -0.074860905528068553 0.0034021285447207368 -0.031200244198784446 -0.023811882485490328 -0.037771887242794039 leaf_weight=187 586 20 1064 30 20 26 29 21 2932 181 22 22 39 3003 35 34 318 21 33 20 20 22 4512 218 20 leaf_count=187 586 20 1064 30 20 26 29 21 2932 181 22 22 39 3003 35 34 318 21 33 20 20 22 4512 218 20 internal_value=0 0.153237 0.136942 -0.0184648 0.104983 0.0993126 0.0912157 0.0825426 -0.0194475 -0.00210367 0.0623841 0.0292373 -0.00666187 -0.00777056 0.0118003 0.0162766 -0.0278586 -0.0127127 -0.0216218 -0.0222005 -0.0218268 -0.031491 -0.0317046 -0.0307946 -0.0422768 internal_weight=0 1367 1347 12068 1160 1140 1114 1085 12038 3943 260 238 3683 3644 216 620 8095 3024 3005 2972 2952 5090 5068 4730 338 internal_count=13435 1367 1347 12068 1160 1140 1114 1085 12038 3943 260 238 3683 3644 216 620 8095 3024 3005 2972 2952 5090 5068 4730 338 cat_boundaries=0 4 7 11 14 18 22 cat_threshold=67126016 16464 3277996288 33280 0 16448 256 138413081 2153357824 537205760 2097152 134217736 622592 66560 555294784 698484745 9437770 54546560 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=18 num_cat=0 split_feature=4 8 0 11 5 0 0 0 2 15 15 14 5 5 2 2 2 split_gain=276748 95320.3 71157.3 41601.6 27415.3 16976.4 19317.6 20322.3 15647.1 12312 35652.7 11310.8 5711.19 14093.8 1221.23 4235.66 4187.84 threshold=344.25000000000006 269.79925000000003 105.004 30.162700000000005 172.87500000000003 338.28750000000008 228.56250000000003 181.87500000000003 54.405500000000011 32.879500000000014 48.836373000000002 154.53000000000006 280.57800000000003 228.56250000000003 230.65000000000003 285.62500000000006 162.06750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 8 6 7 -4 9 11 -11 -1 13 -6 16 -16 -10 right_child=-2 -3 3 -5 12 -7 -8 -9 14 10 -12 -13 -14 -15 15 -17 -18 leaf_value=-0.010311449716647419 0.94287275821931904 0.56962969385344409 0.058809181882980024 0.6314669491052628 0.28395548542340598 0.3645454533611025 -0.090609024243477054 0.40305681581850411 0.10399015436118299 0.45718311412767931 -0.017920461297035218 0.22195693606422062 0.2928867928735141 -0.062457156492316201 0.22236162433624271 0.038282134723663333 -0.040460413969480073 leaf_weight=12875 31 29 47 20 24 28 39 27 88 22 56 21 29 23 25 25 26 leaf_count=12875 31 29 47 20 24 28 39 27 88 22 56 21 29 23 25 25 26 internal_value=0 -0.00306537 -0.0043071 0.204655 -0.00685311 0.144114 0.0894939 0.184413 -0.00794863 -0.00917561 0.116083 -0.00993322 0.182528 0.114434 0.0891174 0.130322 0.0710453 internal_weight=0 13404 13375 161 13214 141 113 74 13138 12974 78 12896 76 47 164 50 114 internal_count=13435 13404 13375 161 13214 141 113 74 13138 12974 78 12896 76 47 164 50 114 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=33 num_cat=13 split_feature=25 10 25 24 5 8 25 25 1 5 25 1 2 9 4 5 1 24 25 25 25 24 25 26 0 8 2 26 16 25 5 1 split_gain=355120 272245 67587.9 52593.9 62192 43983.9 19417.7 17108.7 15981.2 24418.3 21264.7 11670.6 11219 30207.1 6962.29 4547.22 4813.29 3840.86 3187.06 2090.98 1647.02 1507.34 1898.5 1005.26 839.995 770.197 573.843 423.865 264.67 225.322 161.233 6.56936 threshold=0 279.07800000000003 1 2 38.528000000000006 148.98750000000004 3 4 26.134500000000006 23.840250000000001 5 113.47200000000001 14.3635 17.791185000000006 21.435039000000003 157.13100000000003 117.39000000000001 6 7 8 9 10 11 2022.5000000000002 7.8500000000000005 34.506900000000009 5.7450000000000001 2022.5000000000002 14.771000000000001 12 6.1959150000000012 1.0000000180025095e-35 decision_type=9 2 9 1 2 2 9 9 2 2 9 2 2 2 2 2 2 1 9 9 9 1 9 2 2 2 2 2 2 9 2 2 left_child=1 2 23 8 6 7 19 12 9 10 -4 -8 15 14 17 16 18 -14 -2 -5 21 22 27 -1 -24 26 -23 -9 29 31 -31 -22 right_child=5 -3 3 4 -6 -7 11 20 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 28 25 24 -25 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=0.3489167922030213 0.013286477386951448 1.3105339832305907 0.31879928740779911 -0.010521040222861551 0.48275237929436471 0.36419030329585078 0.053314663461003546 0.037697540507083988 0.3987918342243541 -0.095453205704689029 0.13557960349375717 0.29004323850978503 -0.031087893975817637 0.41594179716977209 0.19812102187763561 0.14382521080970764 0.10610828296558276 0.049871259395741233 -0.01251570688160948 -0.075038298551525384 -0.043420565532238921 -0.027674464137005618 -0.019815617093139358 0.30254496655565627 0.037208910738980333 0.030609650959571206 -0.0066090369462103084 0.0055444980976058211 0.0034712225740606137 -0.030762937009414758 -0.019511960842682207 -0.038278260606306569 leaf_weight=93 560 20 103 100 31 30 390 82 33 32 319 22 105 22 22 20 37 111 3066 130 311 2055 597 94 27 24 138 82 22 4599 131 27 leaf_count=93 560 20 103 100 31 30 390 82 33 32 319 22 105 22 22 20 37 111 3066 130 311 2055 597 94 27 24 138 82 22 4599 131 27 internal_value=0 0.151279 0.13519 0.1036 0.0446213 -0.0182192 0.0241604 -0.0191874 0.182567 0.170871 0.191066 0.0643926 -0.00206269 0.0614181 0.028647 -0.00654969 -0.00737074 0.0113857 -0.00852869 -0.0485945 -0.0274921 -0.0213359 -0.0091221 0.309079 -0.0170746 -0.0256167 -0.0263489 0.0203784 -0.0310776 -0.0312889 -0.0303871 -0.0417739 internal_weight=0 1367 1347 1160 673 12068 642 12038 487 454 422 412 3943 260 238 3683 3663 216 3626 230 8095 3005 788 187 624 2217 2193 164 5090 5068 4730 338 internal_count=13435 1367 1347 1160 673 12068 642 12038 487 454 422 412 3943 260 238 3683 3663 216 3626 230 8095 3005 788 187 624 2217 2193 164 5090 5068 4730 338 cat_boundaries=0 4 7 8 11 15 18 19 22 25 29 30 33 37 cat_threshold=67126016 16464 3277996288 33280 0 16448 256 3169 67108864 0 3240116224 138413081 2153357824 537205760 2097152 67108864 16 6291456 740 134217736 557056 66560 0 0 1090535424 555294784 698484745 9437770 54546560 67 0 136314888 8389120 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=34 num_cat=12 split_feature=25 10 24 4 25 6 8 0 5 25 24 25 2 9 4 5 5 1 26 24 25 25 26 26 1 25 8 2 24 16 25 5 6 split_gain=348164 266814 67111.1 67959.4 54419.2 55820.7 43108.6 40413.9 40366.6 41047 18944.5 16770.9 9461.5 30652.8 6398.81 6284.66 5882.61 5150.69 5077.41 3887.85 3269.36 1967.59 1934.38 1562.83 1294.38 1276.38 1006.41 898.164 970.87 260.589 214.234 174.031 6.9309 threshold=0 279.07800000000003 1 272.07425000000006 2 223.36075000000002 148.98750000000004 181.87500000000003 172.87500000000003 3 4 5 14.3635 17.791185000000006 21.435039000000003 11.144600000000002 172.87500000000003 117.39000000000001 2022.5000000000002 6 7 8 2022.5000000000002 2022.5000000000002 199.12500000000003 9 26.955000000000002 40.44700000000001 10 14.771000000000001 11 6.1959150000000012 1.0000000180025095e-35 decision_type=9 2 1 2 9 2 2 2 2 9 1 9 2 2 2 2 2 2 2 1 9 9 2 2 2 9 2 2 1 2 9 2 2 left_child=1 2 3 4 23 7 11 -6 9 15 22 12 16 14 19 21 17 20 -12 -14 -2 -4 -11 -1 -19 26 27 28 -13 30 32 -32 -27 right_child=6 -3 8 -5 5 -7 -8 -9 -10 10 18 25 13 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 31 -33 -34 leaf_value=-0.074259214126146764 0.010494590815009371 1.2974286518096922 -0.01787287533910651 0.73944739010023031 0.18649075557378311 0.70925123463506279 0.36054839132477839 0.58338927268981933 0.49051728350775586 0.25598181044260659 0.098065600578601558 -0.01572493520200632 -0.032670792303686066 0.41178237763318154 0.18165444436280623 0.13927366137504579 0.15256388830102008 0.15099991383759873 -0.018813800005845621 0.04629404455544503 -0.013301294881303733 -0.070926332339032061 0.18439676946715305 0.0040422512054443362 0.043709248412739148 -0.042938809967453376 0.037660373619624543 0.041041363369334824 -0.02838013383317679 0.0034365096417340365 -0.030542959184494799 -0.018673932858574108 -0.036869703829288482 leaf_weight=52 698 20 180 23 515 23 30 27 21 75 78 1169 117 22 23 20 23 23 71 113 3206 136 76 50 22 318 28 22 1555 22 4530 127 20 leaf_count=52 698 20 180 23 515 23 30 27 21 75 78 1169 117 22 23 20 23 23 71 113 3206 136 76 50 22 318 28 22 1555 22 4530 127 20 internal_value=0 0.149793 0.133865 0.202079 0.186578 0.222795 -0.0180369 0.206262 0.0582629 0.0449065 0.127504 -0.0189953 -0.00296476 0.0537536 0.0226207 -0.0316925 -0.0068991 -0.00782785 0.0397065 0.00671729 -0.00905399 -0.0435161 0.206291 -0.0326729 0.0985467 -0.0276945 -0.0219099 -0.0225971 -0.0231111 -0.030843 -0.0310557 -0.0301545 -0.0413561 internal_weight=0 1367 1347 690 667 565 12068 542 657 636 300 12038 4247 275 253 336 3972 3949 149 230 3904 316 151 102 45 7791 2774 2746 2724 5017 4995 4657 338 internal_count=13435 1367 1347 690 667 565 12068 542 657 636 300 12038 4247 275 253 336 3972 3949 149 230 3904 316 151 102 45 7791 2774 2746 2724 5017 4995 4657 338 cat_boundaries=0 4 5 9 12 13 17 18 21 22 26 27 31 cat_threshold=67126016 16464 3277996288 33280 3682 256 0 50331648 32768 67125760 0 2149597184 21 138937369 2155454984 537205760 2113536 992 138412040 622592 330752 512 554770496 696387585 9437770 54538368 1099 0 32 524288 32 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=37 num_cat=17 split_feature=25 10 25 6 15 24 1 25 25 1 0 24 25 24 10 8 25 25 14 25 1 14 24 0 6 25 24 3 8 25 3 3 25 24 3 8 split_gain=288311 286761 88876.4 65581.5 53368.1 44015.2 47705.5 22923.2 18983.4 17748.5 20640.2 4805.57 12471.6 9122.28 7891.4 4403.28 3376.1 2160.86 2136.99 2086.78 1618.02 1470.33 1334.32 1263.37 1338.38 1174.77 1165.64 1047.36 911.802 307.71 156.78 297.472 113.726 382.795 81.682 75.5718 threshold=0 279.07800000000003 1 223.36075000000002 29.693200000000004 2 31.872000000000003 3 4 51.072690000000009 2.2701700000000007 5 6 7 30.846000000000007 71.010000000000019 8 9 9.3186000000000018 10 81.615000000000009 39.350000000000009 11 1.5638500000000002 2.3707500000000006 12 13 0.46289950000000007 1.5070000000000003 14 6.8162499999999993 9.0853000000000019 15 16 23.347670000000004 6.5557000000000007 decision_type=9 2 9 2 2 1 2 9 9 2 2 1 9 1 2 2 9 9 2 9 2 2 1 2 2 9 1 2 2 9 2 2 9 1 2 2 left_child=1 2 -1 4 5 7 -7 -4 9 11 20 16 14 -14 17 19 -2 -13 28 22 -11 -20 25 29 -25 26 -10 -27 -18 -24 32 -32 33 -21 -33 -34 right_child=8 -3 3 -5 -6 6 -8 -9 15 10 -12 12 13 -15 -16 -17 18 -19 21 30 -22 -23 23 24 -26 27 -28 -29 -30 -31 31 34 35 -35 -36 -37 leaf_value=0.3706221902468973 0.03697214640103854 1.2563339822942561 0.010767392754554747 0.50254332916156663 0.58975252795219424 0.013444144645046133 0.29138373864419531 0.182214247200323 -0.020924139200751458 0.12468716916583834 0.42166750476473852 0.012981769219750449 0.12616772709666071 0.018649951939421577 0.16384530290961266 0.1199400655996232 -0.020448793652510323 -0.014564920233026531 0.11226778650283814 -0.011311163492139103 0.014236389439966943 -0.0089894886016845706 -0.012663589184698851 -0.0098475275903699856 0.074786421588876037 -0.019492060507921613 0.015209048140004665 0.013454927021548862 -0.059410540461540221 -0.029530656931406642 0.0090459399223327651 -0.020343493710864677 -0.031723206748171529 -0.028032742585147697 -0.037159513068753619 -0.018046164687086898 leaf_weight=111 107 22 110 37 20 960 66 392 124 21 21 410 138 197 28 21 977 883 20 196 36 20 174 124 22 1190 259 105 64 1353 30 88 2758 2112 43 41 leaf_count=111 107 22 110 37 20 960 66 392 124 21 21 410 138 197 28 21 977 883 20 196 36 20 174 124 22 1190 259 105 64 1353 30 88 2758 2112 43 41 internal_value=0 0.12127 0.107261 0.0859367 0.0765342 0.0698167 0.031021 0.14559 -0.0172083 0.00483063 0.153666 0.000765634 0.0117448 0.0653141 -0.00222875 -0.0246587 -0.0145154 -0.00584233 -0.0199039 -0.0250396 0.0549288 0.0516391 -0.0186408 -0.0250482 0.00290553 -0.0121418 0.00327583 -0.0166918 -0.0228441 -0.027885 -0.0290195 -0.0193584 -0.0293809 -0.0266676 -0.0258633 -0.0314106 internal_weight=0 1718 1696 1585 1548 1528 1026 502 11562 2922 78 2844 1656 335 1321 8640 1188 1293 1081 8619 57 40 3351 1673 146 1678 383 1295 1041 1527 5268 161 5107 2308 131 2799 internal_count=13280 1718 1696 1585 1548 1528 1026 502 11562 2922 78 2844 1656 335 1321 8640 1188 1293 1081 8619 57 40 3351 1673 146 1678 383 1295 1041 1527 5268 161 5107 2308 131 2799 cat_boundaries=0 4 7 8 11 15 16 20 21 24 28 32 33 37 38 40 44 45 cat_threshold=201327360 2113616 2204647680 32800 256 16384 4194560 1136 0 64 50855936 4211737 2148074112 1611078656 2097664 920 1048 2147484288 536876032 2097152 2084 0 2147483648 1024 8 640 4096 2097152 2149130272 1666230274 75497482 54546496 1563 2147483648 4235264 0 33554432 514 8192 1614807040 1082169408 403046401 403734721 8391061 1 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=37 num_cat=17 split_feature=25 9 25 6 24 4 25 1 25 25 1 0 1 4 24 25 24 8 25 4 2 25 1 25 24 5 25 0 6 25 25 24 1 7 8 2 split_gain=282704 133896 86346.7 72088.5 37252.8 41931.3 35155.6 26137.2 18972.7 18546.5 16719.1 20801.8 15845.4 8571.88 4639.55 11119.6 6509.97 4319.03 3667.6 3525.13 2582.85 2377.19 2052.99 2000.21 1313 2081.87 1511.31 1268.49 1301.95 310.336 114.402 234.5 139.777 102.782 83.7105 19.7253 threshold=0 223.50400000000005 1 223.36075000000002 2 28.757500000000004 3 31.872000000000003 4 5 51.072690000000009 2.2701700000000007 207.80256000000003 137.37250000000003 6 7 8 71.010000000000019 9 207.80256000000003 54.405500000000011 10 71.02500000000002 11 12 36.127320000000005 13 1.5638500000000002 2.3707500000000006 14 15 16 4.3432500000000003 15.516855000000001 6.5557000000000007 6.870000000000001 decision_type=9 2 9 2 1 2 9 2 9 9 2 2 2 2 1 9 1 2 9 2 2 9 2 9 1 2 9 2 2 9 9 1 2 2 2 2 left_child=1 2 -1 4 5 6 -4 8 -6 10 13 22 -9 14 18 16 -16 23 -2 -7 -20 -17 -12 24 25 26 -11 29 -29 -26 34 32 -32 -33 35 -25 right_child=9 -3 3 -5 7 19 -8 12 -10 17 11 -13 -14 -15 15 21 -18 -19 20 -21 -22 -23 -24 30 27 -27 -28 28 -30 -31 31 33 -34 -35 -36 -37 leaf_value=0.367676143291568 0.03843288861150327 0.7329703501292637 0.24756206165949504 0.51764329885181637 0.11776221777076153 0.53015687918663024 0.070817633965775645 0.39226286403338118 -0.013960076711424019 0.0048026348900150609 0.13333545875549316 0.41745084194909959 0.034111919573375157 0.20691409635543825 0.12482595059929825 -0.011033056205833459 0.019972736082578962 0.11874066710472107 -0.024150627592791355 0.34672038056633692 0.068454273593041209 0.015695378627387291 0.0087200666620181159 -0.031876283494145258 -0.012543835562208425 0.086828368050711494 -0.018398364990555666 -0.0094864807011393031 0.074038558331402868 -0.029450713108297177 -0.023599196057076804 -0.030091322789525043 -0.010186129592987427 -0.010431447338174891 -0.013358282947540283 -0.023710593382517495 leaf_weight=111 105 35 140 38 124 20 589 30 588 360 20 21 21 20 113 896 142 21 1059 22 31 516 39 2127 174 21 1276 123 22 1335 1215 1761 83 27 25 30 leaf_count=111 105 35 140 38 124 20 589 30 588 360 20 21 21 20 113 896 142 21 1059 22 31 516 39 2127 174 21 1276 123 22 1335 1215 1761 83 27 25 30 internal_value=0 0.120089 0.108057 0.0868342 0.0767284 0.125205 0.109128 0.0257649 0.0104382 -0.0170354 0.00455153 0.147166 0.244789 0.00060857 -0.000833117 0.00992801 0.0693941 -0.024467 -0.0157956 0.434071 -0.0213213 -0.00122376 0.0509626 -0.024846 -0.0185237 -0.0120335 -0.0133761 -0.0249142 0.00318628 -0.0277795 -0.02873 -0.0267413 -0.0225676 -0.0296287 -0.0314079 -0.0317627 internal_weight=0 1718 1683 1572 1534 771 729 763 712 11562 2962 80 51 2882 2862 1667 255 8600 1195 42 1090 1412 59 8579 3311 1657 1636 1654 145 1509 5268 3086 1298 1788 2182 2157 internal_count=13280 1718 1683 1572 1534 771 729 763 712 11562 2962 80 51 2882 2862 1667 255 8600 1195 42 1090 1412 59 8579 3311 1657 1636 1654 145 1509 5268 3086 1298 1788 2182 2157 cat_boundaries=0 4 7 8 11 14 18 19 23 24 27 30 34 35 39 41 45 46 cat_threshold=201327360 2113616 2204647680 32800 256 16384 4194560 1139 0 16 52428800 0 2097152 17301504 4211737 2148082304 1611078656 2114048 920 16385 65536 1074071552 512 38 0 2147483648 1024 1040 2147483648 536871936 2149130272 1666222082 75497482 54530112 1563 2147483648 4227072 0 33554432 8192 1614807040 304480258 67113260 8724 1034 1109 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=39 num_cat=12 split_feature=25 10 25 6 15 24 1 26 25 25 1 0 2 24 25 5 8 5 10 25 2 1 25 24 5 25 0 8 3 2 8 2 3 3 7 7 3 25 split_gain=277260 279868 85746.2 62905.3 52169.8 42579.3 46141.7 35794.8 22682.7 18186.3 16384.9 20387.9 5018.16 5233.3 9300.94 19722 4233.12 3881.26 2772.81 2089.27 2082.67 2012.13 1959.71 1287.22 2040.48 1481.59 1243.47 1287.75 773.19 373.281 313.233 306.032 153.269 291.712 111.586 106.438 80.0265 74.6312 threshold=0 279.07800000000003 1 223.36075000000002 29.693200000000004 2 31.872000000000003 2022.5000000000002 3 4 51.072690000000009 2.2701700000000007 34.526250000000012 5 6 8.3918550000000014 71.010000000000019 2.2821700000000003 9.6112500000000018 7 58.335000000000008 71.02500000000002 8 9 36.127320000000005 10 1.5638500000000002 4.2765540000000009 11.389478500000001 140.32000000000002 26.251000000000001 1.4935000000000003 6.8162499999999993 9.0853000000000019 16.692500000000006 29.010000000000002 23.347670000000004 11 decision_type=9 2 9 2 2 1 2 2 9 9 2 2 2 1 9 2 2 2 2 9 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 left_child=1 2 7 4 5 8 -7 -1 -4 10 12 21 13 19 15 -15 22 20 -16 28 -14 -12 23 24 25 -11 31 -28 -2 -22 -21 -25 34 -34 37 -36 -35 -24 right_child=9 -3 3 -5 -6 6 -8 -9 -10 16 11 -13 17 14 18 -17 -18 -19 -20 30 29 -23 32 26 -26 -27 27 -29 -30 -31 -32 -33 33 36 35 -37 -38 -39 leaf_value=0.23394937390186749 -0.0088910114055235981 1.2402671709927646 0.0090285816589991252 0.49216686661179004 0.58236403155326844 0.012860165653633886 0.28620633193940825 0.59487807826995853 0.17920749683470572 0.0047559062822445019 0.13200210690498351 0.41327633551188875 0.10614234798720905 0.035517879728061051 -0.0057795774179887818 0.34460136391899804 0.11755326146171208 0.19673613482713698 0.065937462236200062 -0.034114184994526189 -0.03215440812318221 0.0086328644783068929 -0.026387038536407781 -0.028904582615725177 0.085960078920636854 -0.018215811914542739 -0.008765982674956322 0.077656945466995239 0.03887469204696449 0.026916483163833622 -0.074517033338546756 -0.013019369666401605 0.0092379816373189295 -0.019868016866120428 0.003302111228307088 -0.027236427545547483 -0.036512759369473125 -0.030774753838412432 leaf_weight=61 403 22 110 37 20 960 66 50 392 360 20 21 28 335 1445 22 21 20 56 473 23 39 2246 1376 21 1276 125 20 37 20 20 133 30 88 21 25 43 2815 leaf_count=61 403 22 110 37 20 960 66 50 392 360 20 21 28 335 1445 22 21 20 56 473 23 39 2246 1376 21 1276 125 20 37 20 20 133 30 88 21 25 43 2815 internal_value=0 0.118934 0.10509 0.084149 0.0749402 0.0682986 0.03015 0.363759 0.142822 -0.0168639 0.00451234 0.145694 0.000609004 -0.00177368 0.00793401 0.0530783 -0.024223 0.0736867 -0.00308338 -0.0209661 0.0390248 0.0504529 -0.0245982 -0.0183401 -0.011914 -0.0132432 -0.0246676 0.00315442 -0.00476603 -0.00467957 -0.0350424 -0.0275045 -0.0284427 -0.01889 -0.0287996 -0.0132949 -0.0253316 -0.0289405 internal_weight=0 1718 1696 1585 1548 1528 1026 111 502 11562 2962 80 2882 2791 1858 357 8600 91 1501 933 71 59 8579 3311 1657 1636 1654 145 440 43 493 1509 5268 161 5107 46 131 5061 internal_count=13280 1718 1696 1585 1548 1528 1026 111 502 11562 2962 80 2882 2791 1858 357 8600 91 1501 933 71 59 8579 3311 1657 1636 1654 145 440 43 493 1509 5268 161 5107 46 131 5061 cat_boundaries=0 4 7 8 11 15 16 20 23 27 28 32 36 cat_threshold=201327360 2113616 2204647680 32800 256 16384 4194560 1136 0 64 50855936 4211737 2148082304 1611078656 2114048 912 4210689 65536 464896 512 1048 2147484160 263168 2149130272 1666222082 75497482 54530112 1563 2147483648 4227072 0 33554432 1082136644 403046401 403734753 8391061 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=47 num_cat=18 split_feature=25 9 24 25 6 0 25 25 25 5 5 7 0 8 25 4 25 0 24 25 25 4 5 25 4 4 4 4 24 5 25 24 0 6 0 25 0 0 25 24 9 8 5 4 14 4 split_gain=272269 130864 64518.6 124452 125872 52019.4 42659.8 25099.3 16850.3 8285.72 35618.6 17755.8 4294.77 4148.93 3815.88 3598.12 2562.77 4287.84 3149.72 5560.23 3823.9 2529.73 2245.21 1911.43 1258.94 2827.03 1815.8 1356.15 1196.14 2013.61 1496.08 1166.39 1145.5 1301.63 590.376 294.532 196.048 177.008 122.591 338.473 106.381 102.111 80.9611 36.1408 28.0102 14.5008 threshold=0 223.50400000000005 1 2 223.36075000000002 181.87500000000003 3 4 5 6.9580000000000002 10.223000000000003 16.325500000000002 7.221000000000001 71.010000000000019 6 7.3505000000000011 7 48.295500000000004 8 9 10 8.095500000000003 121.76350000000002 11 27.816000000000006 18.268000000000004 54.277999999999999 12.195500000000001 12 36.127320000000005 13 14 1.5638500000000002 2.3707500000000006 36.725000000000009 15 4.580000000000001 259.57500000000005 16 17 0.37739999999999996 6.5557000000000007 5.0260455000000004 39.972000000000008 1.3867500000000004 117.39000000000001 decision_type=9 2 1 9 2 2 9 9 9 2 2 2 2 2 9 2 9 2 1 9 9 2 2 9 2 2 2 2 1 2 9 1 2 2 2 9 2 2 9 1 2 2 2 2 2 2 left_child=1 2 7 -4 5 6 -5 12 9 15 -11 22 -1 23 -9 16 17 31 19 -18 -20 34 36 28 25 27 43 -17 29 30 -10 -2 35 -34 -16 -30 -12 -7 39 40 -25 44 -41 -26 -40 -28 right_child=8 -3 3 4 -6 37 -8 14 13 10 11 -13 -14 -15 21 24 18 -19 20 -21 -22 -23 -24 38 26 -27 45 -29 32 -31 -32 -33 33 -35 -36 -37 -38 -39 41 42 -42 -43 -44 -45 -46 -47 leaf_value=0.13101711451658729 0.00014293425287423509 0.72241083703722264 0.47250455795634877 0.22943747602357456 0.80075210938086883 0.46014117457649922 0.049711135356785459 -0.071867285486477528 0.0047096318844202399 0.46692164802551267 -0.043051495002765276 0.27888759882553765 -0.023855088472366337 0.11637772849627905 0.0076061367781265921 0.076871243402934997 0.085321089506149306 0.12824567567734491 0.018495572379908377 0.0075640262841903672 -0.026494678634030003 -0.10877656047994441 0.068369974891344706 -0.015392487623018794 -0.015194742496197041 0.15699118596536141 0.073567553520202639 -0.03117431095668248 -0.012165690854839657 0.085100480261303138 -0.018308901501743406 -0.021577757403121251 -0.010282840614947749 0.073032282699238171 -0.049038041651248934 -0.028601744032689492 -0.008810523986816407 0.4190361757278443 -0.030897566346719064 -0.027344243954290567 -0.036649370121955877 -0.013329399894265568 -0.036745119874055189 -0.032832825751531694 -0.022359290428650685 0.061802503629164257 leaf_weight=171 346 35 100 153 26 22 813 124 360 20 102 23 20 21 230 26 110 21 329 424 419 22 24 404 26 27 20 21 174 21 1312 923 127 22 20 1371 20 20 2591 2003 25 34 96 21 39 22 leaf_count=171 346 35 100 153 26 22 813 124 360 20 102 23 20 21 230 26 110 21 329 424 419 22 24 404 26 27 20 21 174 21 1312 923 127 22 20 1371 20 20 2591 2003 25 34 96 21 39 22 internal_value=0 0.116402 0.104754 0.14826 0.112676 0.096046 0.0810668 0.0178763 -0.0169316 0.00381478 0.0678638 0.0206381 0.109089 -0.0239815 -0.0277208 -0.00059733 -0.0034848 -0.0133754 0.00652098 0.0248554 -0.00672324 -0.0057604 -0.0200451 -0.0243531 0.0449645 0.0754426 0.0196231 0.0285956 -0.0182842 -0.0121402 -0.0134341 -0.0158244 -0.0243173 0.00201872 0.0030746 -0.0270146 -0.0374382 0.440567 -0.0282225 -0.0257813 -0.0162524 -0.0304341 -0.0276425 -0.0230756 -0.030771 0.0674049 internal_weight=0 1756 1721 1134 1034 1008 966 587 11524 2924 189 169 191 8600 396 2735 2572 1290 1282 534 748 272 146 8579 163 74 89 47 3387 1693 1672 1269 1694 149 250 1545 122 42 5192 2528 429 2664 2099 47 2630 42 internal_count=13280 1756 1721 1134 1034 1008 966 587 11524 2924 189 169 191 8600 396 2735 2572 1290 1282 534 748 272 146 8579 163 74 89 47 3387 1693 1672 1269 1694 149 250 1545 122 42 5192 2528 429 2664 2099 47 2630 42 cat_boundaries=0 4 5 8 11 14 18 21 25 26 29 32 36 37 41 42 44 48 49 cat_threshold=201327360 2113616 2204647680 33312 390 0 16384 16777472 256 16 39845888 134217984 64 524288 4211737 2148082304 1611078656 2113536 67108864 16 23068672 1040 74240 536870912 16384 3170 16392 524288 1074003968 4194305 2147483648 138240 2149130272 1666222082 75497482 54538304 1563 2147483648 4227072 0 33554432 19 8192 1614807040 1619040448 403046401 403701953 8391061 1025 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=38 num_cat=14 split_feature=25 10 25 6 15 24 4 8 25 2 4 10 25 5 24 4 2 8 4 25 24 4 25 0 24 5 25 0 8 2 25 25 24 10 8 5 14 split_gain=267006 273282 83985.3 60518.7 51124 38996.5 35214.2 21847.2 16518.3 13435.4 5855.05 20182.8 4935.87 17753.7 7914.8 4620.8 4559.46 4066.4 3125.34 2158.32 4178.79 1996.31 1872.74 1507.19 1172.65 1973.57 1466.66 1122.91 1285.93 589.937 288.403 120.151 331.737 133.802 100.079 79.35 27.4528 threshold=0 279.07800000000003 1 223.36075000000002 29.693200000000004 2 207.80256000000003 239.51250000000002 3 54.405500000000011 7.2030000000000003 9.6112500000000018 4 8.3918550000000014 5 21.867000000000004 203.96813100000003 71.010000000000019 14.982000000000001 6 7 117.39000000000001 8 49.292053000000003 9 36.127320000000005 10 1.5638500000000002 4.2765540000000009 89.950000000000003 11 12 13 0.53315500000000005 6.5557000000000007 5.0260455000000004 1.3867500000000004 decision_type=9 2 9 2 2 1 2 2 9 2 2 2 9 2 1 2 2 2 2 9 1 2 9 2 1 2 9 2 2 2 9 9 1 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -7 9 10 12 15 13 14 -2 18 29 22 -12 23 -21 -17 24 -14 25 26 -10 30 -29 -11 -26 32 33 -24 36 -34 -33 right_child=8 -3 3 -5 -6 7 -8 -9 17 16 11 -13 19 -15 -16 21 -18 -19 -20 20 -22 -23 31 -25 27 -27 -28 28 -30 -31 -32 34 35 -35 -36 -37 -38 leaf_value=0.35801360871181021 0.079114156474237862 1.2234656802090731 0.12273707420653261 0.48195194167059824 0.57522190976142884 0.024134657177693992 0.55070502495765694 0.35783964633941651 0.0046638090997128878 0.16929929053783419 0.039466450297555258 0.35452867802977567 -0.01869059981961475 0.32340656185150146 -0.02702907207885075 -0.040209894233279753 0.025158769845962527 0.11521394275483632 0.19077728569507599 0.043728165301409633 -0.00676843688377187 0.06806909708749681 -0.01513568219256225 0.068828020095825199 -0.012050646245479585 0.084249478748866499 -0.018127197249089448 -0.0095688692145338358 0.076608284831047063 0.24434070933948865 -0.02831779779244557 -0.030588590933257279 -0.027070801402946643 -0.039928883780603823 -0.013196105466169471 -0.03637766881952606 -0.022135697450393284 leaf_weight=111 105 22 497 37 20 1029 20 20 360 20 43 20 1220 20 173 90 20 21 20 188 942 21 406 20 174 21 1312 129 20 22 1371 2591 2003 23 34 96 39 leaf_count=111 105 22 497 37 20 1029 20 20 360 20 43 20 1220 20 173 90 20 21 20 188 942 21 406 20 174 21 1312 129 20 22 1371 2591 2003 23 34 96 39 internal_value=0 0.115277 0.101881 0.0816549 0.0728312 0.0664149 0.13665 0.030209 -0.0167622 0.0037788 0.000636733 0.0536791 -0.00322017 0.0344803 0.0149346 0.0190986 0.14943 -0.0237424 0.0875016 -0.00807199 0.00194265 -0.0197247 -0.0241102 -0.0171408 -0.018103 -0.0120196 -0.0133006 -0.0240765 0.00199853 0.208607 -0.0267471 -0.0279403 -0.0255235 -0.0160899 -0.0301298 -0.0273661 -0.0304632 internal_weight=0 1756 1734 1623 1586 1566 517 1049 11524 2924 2862 194 2668 298 278 174 62 8600 63 2370 1130 111 8579 1240 3387 1693 1672 1694 149 42 1545 5192 2528 429 2664 2099 2630 internal_count=13280 1756 1734 1623 1586 1566 517 1049 11524 2924 2862 194 2668 298 278 174 62 8600 63 2370 1130 111 8579 1240 3387 1693 1672 1694 149 42 1545 5192 2528 429 2664 2099 2630 cat_boundaries=0 4 7 8 12 15 16 19 20 24 25 29 31 35 36 cat_threshold=201327360 2113616 2204647680 33312 256 16384 4194560 1136 4211737 2148082304 1611078656 2113536 16385 0 458752 1059 1040 0 1610612736 72 2149130272 1666222082 75497482 54538304 1563 2147483648 4227072 0 33554432 8192 1614807040 1619040448 403046401 403701953 8391061 1025 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=41 num_cat=11 split_feature=25 4 24 6 25 0 25 24 8 25 15 15 26 26 4 24 2 5 2 5 25 0 26 25 5 26 3 2 6 11 24 25 8 12 26 8 8 0 26 5 split_gain=216563 135215 68362.8 62980.4 54128.9 42237.1 42167.9 37436.4 29358.3 24483.1 23399.8 26206.7 17218.1 11469.4 10010.2 9013.07 29297.2 16753 6797.94 10071.2 5559.38 6347.03 5524.94 1736.38 1311.23 1048.12 991.807 3909.67 1085.64 817.595 386.814 284.588 227.042 108.317 92.524 81.4584 58.8997 43.8245 41.1944 39.3567 threshold=0 272.07425000000006 1 95.142500000000013 2 5.3227500000000001 3 4 23.882040000000003 5 32.879500000000014 64.682500000000019 2022.5000000000002 2022.5000000000002 216.24000000000004 6 54.405500000000011 6.9580000000000002 219.40000000000003 38.528000000000006 7 57.876000000000012 2022.5000000000002 8 48.477070000000005 2022.5000000000002 0.46289950000000007 14.462000000000002 4.2990000000000004 26.955000000000002 9 10 5.5611600000000019 14.253750000000002 2022.5000000000002 7.7160000000000002 13.477500000000001 5.2470000000000008 2022.5000000000002 24.163750000000004 decision_type=9 2 1 2 9 2 9 1 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 22 8 34 18 10 14 -12 -9 -6 15 16 17 -2 19 -4 25 -22 -1 24 26 -17 29 28 -28 30 -11 37 33 39 -8 -34 -37 38 -25 -33 right_child=9 -3 6 -5 13 -7 7 12 -10 23 11 -13 -14 -15 -16 20 -18 -19 -20 -21 21 -23 -24 31 -26 -27 27 -29 -30 -31 -32 32 35 -35 -36 36 -38 -39 -40 -41 leaf_value=-0.068064461130844925 0.0044228442016153125 0.76886214579305345 -0.016466405926913511 0.77055464673042295 0.40912757936414784 0.44365034977595008 0.0072816414460539812 0.14623352945378396 0.29839937392403099 -0.018369917823222736 0.49952291691303252 0.038080509155988693 0.32198923453417694 0.24148845795038587 0.21470637169751253 0.062564517220298016 0.34946134035403914 0.13554579184761326 0.17399912828490849 0.20131587592038241 -0.022499868475477882 0.14844633124091408 0.055534974613051478 -0.043749830023662464 0.055276529892631203 0.014827765021272886 -0.020257116213638699 0.1255844959345731 0.050480906212081511 0.041550734877586371 -0.026482358650121607 -0.029223573553621644 0.0039610158119882857 -0.0099056511089719579 -0.01035431510311062 -0.029124499956766765 -0.010778664506617045 -0.055723363399505621 -0.036888117045164107 -0.041808331505954269 leaf_weight=76 1805 31 610 20 91 24 60 113 34 1465 20 32 110 74 22 91 26 103 21 22 1704 22 69 185 23 93 226 22 24 20 1483 4146 21 29 59 30 42 20 166 25 leaf_count=76 1805 31 610 20 91 24 60 113 34 1465 20 32 110 74 22 91 26 103 21 22 1704 22 69 185 23 93 226 22 24 20 1483 4146 21 29 59 30 42 20 166 25 internal_value=0 0.114892 0.101064 0.219282 0.192836 0.0519923 0.0577028 0.147072 0.0117418 -0.0156256 0.00482724 0.215558 0.222932 0.314861 0.00200527 0.00078794 0.0159622 0.0115013 -0.00300395 -0.00888538 -0.0145842 -0.0202039 -0.00924818 -0.025728 -0.0199007 0.0364554 -0.0204958 -0.00221951 -0.0134663 -0.0221707 -0.022603 -0.0297536 -0.0287559 -0.0291651 -0.00134888 -0.0133684 -0.0184228 -0.0402405 -0.0405047 -0.029299 internal_weight=0 1414 1383 354 334 169 1029 342 687 11845 3918 52 223 165 3866 3844 1934 1908 653 632 1910 1726 145 7927 3263 184 3240 272 250 2968 2948 4664 4293 4200 119 93 72 371 351 4171 internal_count=13259 1414 1383 354 334 169 1029 342 687 11845 3918 52 223 165 3866 3844 1934 1908 653 632 1910 1726 145 7927 3263 184 3240 272 250 2968 2948 4664 4293 4200 119 93 72 371 351 4171 cat_boundaries=0 4 5 9 13 14 18 19 22 26 27 31 cat_threshold=67109632 2179152 3261743104 33312 2144 67109376 64 524288 512 67109376 2179072 3227516928 32 776 138413081 2283315328 553915392 2097152 3095 0 2148007936 262144 3776520352 1665272321 1049162 29376836 1366 0 0 67840 33554432 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=15 num_cat=0 split_feature=4 6 8 4 4 1 6 0 15 15 0 7 2 15 split_gain=127849 40287.9 48276.1 36544.4 85368.5 25171.3 52732.6 45522.3 19887.2 27634.1 16803.2 14910.8 13118.3 3027.24 threshold=207.80256000000003 316.3010000000001 269.79925000000003 365.72000000000008 272.07425000000006 31.872000000000003 25.164000000000005 33.12850000000001 32.879500000000014 46.655499999999996 338.28750000000008 8.3918550000000014 154.53520000000003 192.44922000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -2 8 7 11 10 -10 12 -7 -1 -11 right_child=3 -3 -4 -5 -6 6 -8 -9 9 13 -12 -13 -14 -15 leaf_value=-0.010103548271432162 0.23814600732591415 0.38189784791734482 0.44330745657285059 0.036897938489913941 1.0404250773929413 -0.010840905984555642 0.57882772505283353 0.45752162275314334 0.47096706604957583 -0.0084128521680831916 0.23590648429734365 0.24511559715270995 0.12526183976067437 0.13985546974908739 leaf_weight=12626 36 27 24 20 21 254 20 25 20 40 28 25 72 21 leaf_count=12626 36 27 24 20 21 254 20 25 20 40 28 25 72 21 internal_value=0 -0.00398907 -0.00478108 0.404677 0.533723 -0.00560007 0.0814472 0.0487248 -0.00780225 0.148392 -0.00879641 0.0120943 -0.009336 0.0426303 internal_weight=0 13182 13155 77 57 13131 324 304 12807 81 12726 279 12698 61 internal_count=13259 13182 13155 77 57 13131 324 304 12807 81 12726 279 12698 61 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=39 num_cat=10 split_feature=25 4 24 6 25 0 25 24 8 25 10 15 15 4 10 24 2 2 5 0 5 0 25 10 5 0 2 6 11 24 25 8 5 7 8 8 2 0 split_gain=210872 130276 67007.8 61442 53052.1 41287.2 41224.8 36690.6 28594.8 23852.1 26166.1 16151.9 28303.4 9802.74 7488.95 7211.85 23743.3 6561.89 9834.85 4402.58 3381.61 3241.16 1701.51 1634.17 1285.54 944.051 3297.34 1267.02 784.916 501.456 337.142 189.527 90.9011 80.4261 52.633 52.4697 42.2087 1.11056 threshold=0 272.07425000000006 1 95.142500000000013 2 5.3227500000000001 3 4 23.882040000000003 5 30.283500000000007 32.879500000000014 65.790000000000006 216.24000000000004 77.032343000000012 6 48.192300000000003 219.40000000000003 38.528000000000006 10.446600000000002 29.757000000000005 52.158358500000006 7 47.918520000000008 48.477070000000005 1.2399500000000001 12.923965500000003 4.2186000000000012 31.366250000000004 8 9 5.5611600000000019 32.423750000000005 16.692500000000006 7.7490000000000014 13.477500000000001 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=9 2 1 2 9 2 9 1 2 9 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 17 10 11 13 -13 15 23 16 -2 18 -4 -17 -9 -6 24 -12 25 28 27 -27 29 -11 36 32 33 -32 -33 -36 37 -24 right_child=9 -3 6 -5 21 -7 7 20 -10 22 14 12 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 30 -25 -26 26 -28 -29 -30 -31 31 34 -34 -35 35 -37 -38 -39 leaf_value=-0.0092291712103218879 0.011397464621851192 0.75530130555552821 -0.016374154119584403 0.76135560441017147 0.34825643996117822 0.43854726711908976 -0.001637129968450975 0.24244755203500756 0.29435385143055637 -0.027634597249341569 0.21306989567620413 0.45894850696836204 -0.02670731544494629 0.20917654275894165 0.066690048593463322 -0.016208381908317339 0.35048431805201935 0.17079864797138034 0.1988377232985063 0.033387925867567357 0.10616155338287353 0.22029345989227295 -0.043864538166534024 0.33142168182134624 0.054824802771858548 -0.018338118064397526 0.12094197165966034 0.06440225669741631 0.040546110987663274 -0.018445920655959465 -0.028809283399614364 -0.0028283790305808736 -0.050047430988401177 -0.01419534394615575 -0.031261741916338605 -0.013088649904474298 -0.030148210525512698 -0.041575468104818596 leaf_weight=145 1239 31 610 20 142 24 119 203 34 1184 28 21 28 22 33 2312 21 21 22 194 20 23 270 20 23 248 20 20 20 1748 4190 27 20 38 24 47 25 23 leaf_count=145 1239 31 610 20 142 24 119 203 34 1184 28 21 28 22 33 2312 21 21 22 194 20 23 270 20 23 248 20 20 20 1748 4190 27 20 38 24 47 25 23 internal_value=0 0.113383 0.0998142 0.216849 0.190737 0.0513235 0.0568911 0.145253 0.0114505 -0.0154084 0.00477909 0.00103651 0.181431 -0.00129699 0.182656 -0.00252652 0.0169147 -0.00310418 -0.0088826 -0.0123198 0.220344 0.311538 -0.0253798 0.262383 -0.0196128 -0.0202018 -0.00292003 -0.0121635 -0.0218878 -0.0223137 -0.0293638 -0.028396 -0.0287785 -0.0286779 -0.0147124 -0.0192317 -0.0413212 -0.0436849 internal_weight=0 1414 1383 354 334 169 1029 342 687 11845 3918 3837 49 3788 81 3766 1260 653 632 2506 223 165 7927 48 3263 3240 288 268 2952 2932 4664 4346 4248 4228 98 71 318 293 internal_count=13259 1414 1383 354 334 169 1029 342 687 11845 3918 3837 49 3788 81 3766 1260 653 632 2506 223 165 7927 48 3263 3240 288 268 2952 2932 4664 4346 4248 4228 98 71 318 293 cat_boundaries=0 4 5 9 13 14 18 19 23 24 27 cat_threshold=67109632 2179152 3261743104 33312 2144 67109376 64 524288 512 67109376 2179072 3227516928 32 776 138413081 2283315328 553915392 2097152 1045 3776520352 1665272321 1049162 29376836 2728 0 32 67840 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=41 num_cat=14 split_feature=25 4 24 0 25 25 24 25 10 3 15 15 7 25 24 4 0 24 2 1 0 1 25 10 11 3 2 6 24 25 25 25 12 12 0 12 0 0 7 1 split_gain=206677 127683 65674.5 60996.3 84584 40404.1 35960.9 23378.3 25645.4 27792 15830.5 27740.2 13697 10449.7 10198.1 9607.66 7748.1 7068.33 23270.9 5765.32 4314.97 3591.66 1667.12 1222.42 1089.54 1009.4 3749.61 1132.77 535.887 987.961 706.061 287.067 113.228 58.1788 56.7316 56.6541 43.8562 39.8561 39.037 6.46366 threshold=0 272.07425000000006 1 115.96500000000002 2 3 4 5 30.283500000000007 2.1510000000000002 32.879500000000014 65.790000000000006 5.2798230000000013 6 7 216.24000000000004 4.440217500000001 8 48.192300000000003 113.47200000000001 10.446600000000002 105.004 9 71.845000000000013 32.448500000000003 0.46289950000000007 14.462000000000002 4.2990000000000004 10 11 12 13 1.5360550000000004 14.362450000000001 1.5070000000000003 8.2144000000000013 5.2470000000000008 9.7633400000000012 11.541000000000002 4.4228000000000014 decision_type=9 2 1 2 9 9 1 9 2 2 2 2 2 9 1 2 2 1 2 2 2 2 9 2 2 2 2 2 1 9 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 13 -7 8 10 23 15 -12 -1 14 16 17 -4 18 -2 -8 -19 -16 24 -10 25 28 27 -27 29 -9 -30 36 34 35 38 -34 39 -36 -33 -24 right_child=7 -3 5 -5 -6 6 19 22 9 -11 11 -13 -14 -15 21 -17 -18 20 -20 -21 -22 -23 31 -25 -26 26 -28 -29 30 -31 -32 32 33 -35 37 -37 -38 -39 -40 -41 leaf_value=-0.03549264238161199 0.011283490130102039 0.74774832171778527 0.10112322461151857 0.62344901028801414 0.32688423902138897 -0.0016220285425814548 0.21196259800436462 -0.028435211041740179 0.1134667231142521 0.49392973110789345 0.45435906092325845 -0.02644024338041033 0.2447862673997879 -0.060869870945146891 -0.018617255382048777 0.20708477302031086 -0.088229116996129356 -0.016046298419715107 0.34697947320483979 0.38991384363174442 0.033054046520252817 0.10438568765154252 -0.03940502684552144 0.022991115280560085 0.054104278445243834 -0.019420745798100554 0.12373497410254045 0.054288517904022469 -0.0081945007649051049 -0.010797432794118647 -0.029003754632657745 -0.028606508193555331 -0.018652166519314051 -0.030705801078251431 -0.021239924881230578 0.00062975982576608661 -0.054962782859802245 -0.02985109445288197 -0.038536109447479254 -0.045259176254272455 leaf_weight=136 1239 31 217 34 164 119 203 497 32 21 21 28 20 147 273 22 24 2312 21 20 194 26 331 28 20 223 22 23 219 985 1274 3886 64 28 178 20 20 77 40 20 leaf_count=136 1239 31 217 34 164 119 203 497 32 21 21 28 20 147 273 22 24 2312 21 20 194 26 331 28 20 223 22 23 219 985 1274 3886 64 28 178 20 20 77 40 20 internal_value=0 0.112249 0.098816 0.214681 0.177958 0.0563221 0.1438 -0.0152547 0.0047313 0.18083 0.00102615 0.179617 0.000414012 0.011336 0.0317414 -0.00128402 0.078989 -0.00250126 0.0167455 0.21814 -0.0121966 -0.00766499 -0.0251265 0.0712448 -0.0194181 -0.0199314 -0.00134336 -0.0125292 -0.0216059 -0.0168633 -0.0260262 -0.0290702 -0.0280796 -0.0182224 -0.0284108 -0.0140612 -0.0394948 -0.0238402 -0.0287077 -0.0397386 internal_weight=0 1414 1383 354 320 1029 342 11845 3918 81 3837 49 156 687 540 3788 241 3766 1260 223 2506 299 7927 60 3263 3243 268 246 2975 1482 1493 4664 4293 112 4181 84 371 255 3926 351 internal_count=13259 1414 1383 354 320 1029 342 11845 3918 81 3837 49 156 687 540 3788 241 3766 1260 223 2506 299 7927 60 3263 3243 268 246 2975 1482 1493 4664 4293 112 4181 84 371 255 3926 351 cat_boundaries=0 4 5 9 13 14 18 21 22 23 27 28 32 36 40 cat_threshold=67109632 2179152 3261743104 33312 2144 512 64 524288 512 67109376 2179072 3227516928 32 776 138413081 2283315328 553915392 2097152 512 2097152 3223322624 523 1045 3776520352 1665272321 1049162 29376836 1366 3238076544 33554432 512 16777216 3221299200 0 1049088 4194304 0 0 67840 33554432 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=13 num_cat=0 split_feature=0 7 13 13 8 0 0 2 1 3 7 7 split_gain=85415.1 94168.1 21836.4 35572 20328.3 16749.2 54082.8 14309.2 16507.7 14417.2 10531.2 24952.9 threshold=338.28750000000008 162.18600000000004 92.932500000000019 214.15000000000003 269.79925000000003 181.87500000000003 220.33000000000001 40.44700000000001 113.47200000000001 13.912500000000003 355.00000000000006 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 -7 8 -1 -9 11 -3 right_child=-2 10 3 -5 -6 6 -8 9 -10 -11 -12 -13 leaf_value=-0.0095277885733490875 0.47823260764817932 0.43461134156665288 0.48012367586294807 -0.064333212375640866 0.29793509700081566 0.54320217298424767 -0.062645913682332854 0.042557018245618368 0.11350547183643687 0.28919163602369802 0.53614411997795108 0.020593882401784263 leaf_weight=12676 37 37 24 24 22 23 41 194 110 27 20 24 leaf_count=12676 37 37 24 24 22 23 41 194 110 27 20 24 internal_value=0 -0.00290939 -0.00500462 0.207895 -0.00578513 -0.00629632 0.155081 -0.00709037 -0.00846931 0.0726888 0.337009 0.271719 internal_weight=0 13222 13141 48 13093 13071 64 13007 12786 221 81 61 internal_count=13259 13222 13141 48 13093 13071 64 13007 12786 221 81 61 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=35 num_cat=16 split_feature=10 25 24 7 1 8 26 25 25 25 24 0 24 8 24 25 10 25 0 1 0 26 24 5 0 26 25 25 24 25 0 7 25 1 split_gain=303596 205258 110701 67803.2 48176.5 46959.1 36997 35098.4 19314 19176.3 17746.8 15307.3 14815.8 14663 7841.02 21180.6 8615.18 2137.76 2099.05 1995.25 1805.86 1696.96 2133.11 1562.8 1265.4 1230.45 1200.88 1024.07 747.51 541.423 459.556 831.372 734.814 64.4621 threshold=279.07800000000003 0 1 39.245000000000012 105.004 174.00000000000003 2022.5000000000002 2 3 4 5 61.612500000000004 6 151.80020000000005 7 8 35.937820000000009 9 228.56250000000003 255.10500000000002 153.43270000000004 2022.5000000000002 10 48.477070000000005 105.004 2022.5000000000002 11 12 13 14 1.2399500000000001 5.0260455000000004 15 3.3289520000000006 decision_type=2 9 1 2 2 2 2 9 9 9 1 2 1 2 1 9 2 9 2 2 2 2 1 2 2 2 9 9 1 9 2 2 9 2 left_child=1 2 3 6 5 8 10 -8 25 11 -1 13 -10 14 15 -3 -16 21 20 -6 24 28 26 30 -13 -4 -23 -24 33 -30 32 -32 -19 -11 right_child=-2 9 4 -5 19 -7 7 -9 12 17 -12 18 -14 -15 16 -17 -18 23 -20 -21 -22 22 27 -25 -26 -27 -28 -29 29 -31 31 -33 -34 -35 leaf_value=0.1951416150033474 1.1473184979480247 -0.0033330342172263479 0.098868177523378467 0.79341770603543238 0.41949802730394448 0.49698664903640749 0.11970162728885272 0.41168188008078693 -0.063011845962518645 -0.033676063111599756 0.018823146203468585 0.098313263654708868 0.039237658395767212 0.25255962952323585 -0.016325475149198548 0.089020390503085148 0.13768336444287688 -0.054456227600065049 0.22277810049802063 0.28777871981911035 0.033940113109091057 0.03408324413521345 -0.029044905717109708 0.059827843166532974 0.20245889377593995 0.16507526287665733 -0.0032651328848254295 -0.0042689748731122093 0.0018425247452475808 -0.020665787430678276 -0.019887464906406273 0.045988007217645642 -0.026699422778734164 -0.01901364363729954 leaf_weight=150 23 1125 61 21 23 20 101 127 321 476 106 28 240 23 1983 309 37 107 20 23 23 162 298 21 20 52 176 392 155 366 455 20 5844 32 leaf_count=150 23 1125 61 21 23 20 101 127 321 476 106 28 240 23 1983 309 37 107 20 23 23 162 298 21 20 52 176 392 155 366 455 20 5844 32 internal_value=0 -0.0025788 0.119147 0.232534 0.0396993 0.0194627 0.213003 0.305646 0.00529283 -0.0152186 0.130493 0.00424326 -0.0193476 0.0009043 -0.00077146 0.0170461 -0.013438 -0.0233796 0.132287 0.353638 0.106797 -0.0142775 -0.00525968 -0.0262572 0.141707 0.11882 0.0151006 -0.0152314 -0.0234252 -0.0140609 -0.0265793 -0.0171138 -0.0273349 -0.0321202 internal_weight=0 13317 1245 505 740 694 484 228 674 12072 256 3568 561 3477 3454 1434 2020 8504 91 46 71 2057 1028 6447 48 113 338 690 1029 521 6426 475 5951 508 internal_count=13340 13317 1245 505 740 694 484 228 674 12072 256 3568 561 3477 3454 1434 2020 8504 91 46 71 2057 1028 6447 48 113 338 690 1029 521 6426 475 5951 508 cat_boundaries=0 4 5 7 11 15 16 17 18 22 26 27 30 34 35 39 42 cat_threshold=17152 2162768 23740672 32800 611 512 64 0 65552 524288 32768 201327641 2282234496 3791979520 2097664 97 2436 3124 134218776 2281701888 536870912 2097152 2148016128 1079115784 8392714 54546496 538 2147483648 5242888 8388608 8192 4194312 8388608 33558528 3228 8192 4194304 0 33554432 65536 16384 2048 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=34 num_cat=14 split_feature=10 25 24 7 25 26 3 8 7 25 25 0 8 24 4 26 24 26 0 25 26 24 5 0 0 25 25 24 25 0 7 25 3 split_gain=297552 202395 115315 47129 43384.5 64161.8 45702.3 39541.1 38318.1 35068.7 19068.2 17643.7 16377.1 14565.3 11064.5 7041.97 6737.19 5552.61 4421.86 2095.29 1663.48 2092.56 1531.74 1444.67 1437.85 1178.36 1004.38 732.286 530.967 450.533 814.827 723.084 84.1628 threshold=279.07800000000003 0 1 39.245000000000012 2 2022.5000000000002 8.0855000000000015 198.34750000000003 39.245000000000012 3 4 61.612500000000004 151.80020000000005 5 166.68000000000004 2022.5000000000002 6 2022.5000000000002 228.56250000000003 7 2022.5000000000002 8 48.477070000000005 153.43270000000004 105.004 9 10 11 12 1.2399500000000001 5.0260455000000004 13 2.4432500000000004 decision_type=2 9 1 2 9 2 2 2 2 9 9 2 2 1 2 2 1 2 2 9 2 1 2 2 2 9 9 1 9 2 2 9 2 left_child=1 2 3 4 15 -6 -7 8 9 17 11 12 14 -11 16 -1 -3 -4 23 20 27 25 29 24 -13 -22 -23 32 -29 31 -31 -21 -12 right_child=-2 10 7 -5 5 6 -8 -9 -10 13 19 18 -14 -15 -16 -17 -18 -19 -20 22 21 26 -24 -25 -26 -27 -28 28 -30 30 -32 -33 -34 leaf_value=0.14000886835157872 1.135845296693885 0.011438967810050086 0.11604853052841989 0.73726964306831366 0.17187354871961805 0.57803604341745374 0.064876924242292133 0.49015538215637205 0.37375570788527979 0.03903414042316266 -0.033370269052220576 0.09021930908334666 0.27273860801349986 -0.055487530823773563 0.20068228386066581 -0.011446112313513028 -0.016447740938462969 0.24193953924912673 0.27259572613239291 -0.053958209131517984 0.033762227289898451 -0.028763886898175463 0.059229564212617422 0.039134982357854432 0.20043430089950562 -0.0032342377096735019 -0.0042273470047694533 0.0018252165389783454 -0.02046462599584397 -0.019688590504965939 0.045528126567602155 -0.026432884667783995 -0.014899635956837581 leaf_weight=64 23 1720 76 20 135 100 21 20 33 325 482 29 22 308 27 59 1726 65 20 107 162 298 21 23 20 176 392 155 366 455 20 5844 26 leaf_count=64 23 1720 76 20 135 100 21 20 33 325 482 29 22 308 27 59 1726 65 20 107 162 298 21 23 20 176 392 155 366 455 20 5844 26 internal_value=0 -0.00254772 0.119348 0.257701 0.239193 0.309658 0.488975 0.0503157 0.0400385 0.0258103 -0.014994 0.00434581 0.000759601 -0.00710513 -0.000963272 0.0622951 -0.0025432 0.162555 0.141055 -0.023147 -0.0141357 -0.00520733 -0.0259958 0.104516 0.135205 0.0149584 -0.0150838 -0.0231928 -0.0139238 -0.0263148 -0.0169426 -0.0270629 -0.031799 internal_weight=0 13317 1226 399 379 256 121 827 807 774 12091 3587 3495 633 3473 123 3446 141 92 8504 2057 1028 6447 72 49 338 690 1029 521 6426 475 5951 508 internal_count=13340 13317 1226 399 379 256 121 827 807 774 12091 3587 3495 633 3473 123 3446 141 92 8504 2057 1028 6447 72 49 338 690 1029 521 6426 475 5951 508 cat_boundaries=0 4 5 8 12 16 17 18 22 23 26 30 31 35 38 cat_threshold=17152 2097232 1097482496 32800 609 0 80 1078460416 0 64 540672 32768 201327641 2282300032 2718237696 2097664 278 3188 2148016128 1079115784 8392714 54546496 538 2147483648 5242888 8388608 8192 4194312 8388608 33558528 3228 8192 4194304 0 33554432 65536 16384 2048 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=37 num_cat=16 split_feature=10 25 24 1 7 25 26 3 24 4 7 25 0 25 4 10 26 24 25 10 1 0 25 0 0 26 24 25 25 24 25 16 25 7 25 2 split_gain=291631 198366 113023 46867.1 46191.2 42521.1 62885 44792.8 28574.1 72205.5 21593.9 18690.2 17292.7 10830.1 9841.69 8218.16 6901.83 6762.94 6511.64 4988.61 4446.71 4333.87 2060.65 1415.92 1409.24 1309.39 1692.12 3872.51 1360.85 891.676 1069.18 508.036 388.046 414.965 153.191 10.1475 threshold=279.07800000000003 0 1 105.004 39.245000000000012 2 2022.5000000000002 8.0855000000000015 3 27.015000000000004 162.18600000000004 4 61.612500000000004 5 166.68000000000004 30.846000000000007 2022.5000000000002 6 7 53.842000000000006 243.26250000000002 228.56250000000003 8 153.43270000000004 105.004 2022.5000000000002 9 10 11 12 13 14.771000000000001 14 14.982000000000001 15 1.0000000180025095e-35 decision_type=2 9 1 2 2 9 2 2 1 2 2 9 2 9 2 2 2 1 9 2 2 2 9 2 2 2 1 9 9 1 9 2 9 2 9 2 left_child=1 2 4 8 5 16 -7 -8 9 13 18 12 14 -4 15 17 -1 -3 -10 -17 -5 23 25 24 -14 29 27 -27 -28 30 -13 32 35 -34 -31 -24 right_child=-2 11 3 20 -6 6 7 -9 10 -11 -12 22 21 -15 -16 19 -18 -19 -20 -21 -22 -23 31 -25 -26 26 28 -29 -30 34 -32 -33 33 -35 -36 -37 leaf_value=0.13860877715051176 1.1244868742901346 0.021203268129482037 -0.029150833173231649 0.44147881164550784 0.72989693427085889 0.17015481148825753 0.57225568246245384 0.06422815572647822 -0.0023474486147771118 0.67758789336681358 0.27317275697534737 0.0035624882146035979 0.089317120354751062 0.09151085230149987 0.18747977554798126 0.20931030120168412 -0.011331653029231701 -0.011171625207763521 -0.087890595982422187 0.038564270734786986 0.25286886844635009 0.26986975714564326 -0.040857385414636738 0.038743630906809934 0.19842996096611024 0.052356781708076595 -0.0033499939979538124 -0.0091312309821292119 -0.028852224568140575 -0.019866156047502442 -0.022252976950567886 0.014374965667724608 -0.026319406668991536 0.0045225037769837809 -0.034594583659806055 -0.034095640381177267 leaf_weight=64 23 854 100 25 20 135 100 21 173 20 22 231 29 273 28 28 59 2541 189 44 25 20 295 23 20 118 369 504 512 213 531 30 5109 44 524 24 leaf_count=64 23 854 100 25 20 135 100 21 173 20 22 231 29 273 28 28 59 2541 189 44 25 20 295 23 20 118 369 504 512 213 531 30 5109 44 524 24 internal_value=0 -0.00252317 0.118153 0.0498105 0.255124 0.236801 0.306561 0.484086 0.0313163 0.0899324 -0.0302285 -0.0148449 0.00430221 0.0608337 0.000751862 -0.00075618 0.0616721 -0.00299829 -0.0495022 0.104966 0.347174 0.139645 -0.0229167 0.103471 0.133853 -0.0160711 -0.00952914 0.00317756 -0.0183283 -0.0227378 -0.0144823 -0.0266159 -0.0268893 -0.0260056 -0.0306609 -0.0391223 internal_weight=0 13317 1226 827 399 379 256 121 777 393 384 12091 3587 373 3495 3467 123 3395 362 72 50 92 8504 72 49 3002 1503 622 881 1499 762 5502 5472 5153 737 319 internal_count=13340 13317 1226 827 399 379 256 121 777 393 384 12091 3587 373 3495 3467 123 3395 362 72 50 92 8504 72 49 3002 1503 622 881 1499 762 5502 5472 5153 737 319 cat_boundaries=0 4 5 8 9 13 16 17 20 24 25 28 32 33 37 40 44 cat_threshold=17152 2097232 1097482496 32800 609 0 80 1078460416 154 201327641 2282300032 2718237696 2097664 256 80 1075838976 1044 512 16 1073741824 2684952736 1079148554 75502090 54554820 539 2147483648 4227080 8388608 537395328 1048576 4608 16785408 1379 73760 0 0 33554432 4194304 16416 2048 536879104 4194304 8389120 16777216 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=37 num_cat=16 split_feature=25 3 24 1 5 25 2 24 24 8 25 0 24 7 24 25 5 17 3 3 1 25 25 0 24 25 6 0 5 6 24 25 24 16 7 2 split_gain=263795 183735 81400.3 75541.5 41161.4 61294.8 62451.5 54062.6 30377.2 21633.8 18783 21131.5 16971 22408.2 9877.66 16732 19038.1 8104.53 7909.26 6526.8 5374.91 4575.99 2345.24 2338.01 1121.17 2002.2 1187.79 1004.96 890.694 935.739 649.298 515.572 998.357 554.114 295.136 178.042 threshold=0 333.3454000000001 1 105.004 113.47200000000001 2 22.196000000000005 3 4 234.55500000000004 5 61.612500000000004 6 162.18600000000004 7 8 8.3918550000000014 24.080000000000002 7.1800000000000006 43.248000000000012 255.10500000000002 9 10 211.57500000000002 11 12 0.46289950000000007 112.80200000000001 48.477070000000005 10.993905000000003 13 14 15 14.771000000000001 14.982000000000001 25.505000000000003 decision_type=9 2 1 2 2 9 2 1 1 2 9 2 1 2 1 9 2 2 2 2 2 9 9 2 1 9 2 2 2 2 1 9 1 2 2 2 left_child=1 2 4 12 5 6 8 -7 -1 10 11 14 35 21 15 18 -17 19 -2 -16 -5 -14 24 27 25 30 -27 -13 29 -26 -12 32 -24 34 -33 -4 right_child=9 -3 3 20 -6 7 -8 -9 -10 -11 22 23 13 -15 17 16 -18 -19 -20 -21 -22 -23 31 -25 28 26 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 leaf_value=0.15407102419184399 -0.0065905999747637427 1.0708360340481713 0.094486091442224446 0.56817927405947732 0.65060162317185177 0.49173621246370219 0.52289371937513351 0.13047652114901628 -0.046226017908193175 0.30632221676054455 0.021202287196062736 0.16034549159388387 -0.00684847773167125 0.29558298635482788 -0.019092760484657224 0.066688218784006784 0.37838560308728902 0.16527556037902832 0.094262263385688563 0.10030212894399115 0.33911736440658574 -0.081676230657668353 -0.012359058801517931 0.22954756639401119 -0.021986458803509894 -0.021681412470257171 0.030922515910604728 0.077696135214396889 0.046531374931335447 0.0087564988548939054 -0.0028174184738321505 -0.025980457826588817 -0.051544219133853916 0.017347659428914388 -0.00080768696805264093 0.064190166646784008 leaf_weight=144 913 21 164 21 21 108 32 104 145 21 217 31 161 20 1772 293 21 25 85 47 20 179 119 30 2062 642 46 28 20 104 225 5160 240 30 47 22 leaf_count=144 913 21 164 21 21 108 32 104 145 21 217 31 161 20 1772 293 21 25 85 47 20 179 119 30 2062 642 46 28 20 104 225 5160 240 30 47 22 internal_value=0 0.142722 0.126891 0.0417517 0.212511 0.199238 0.100588 0.328375 0.0573076 -0.0143533 -0.014919 0.00569191 0.0113767 -0.0289088 0.00142412 0.0223002 0.0848325 -0.013477 0.00197924 -0.0160078 0.456442 -0.0488468 -0.0224051 0.15767 -0.0155866 -0.00732123 -0.0179041 0.121122 -0.0198064 -0.0205103 0.00918324 -0.0264105 -0.0392422 -0.0254577 -0.0257532 0.0862648 internal_weight=0 1162 1141 587 554 533 321 212 289 12178 12157 3245 546 360 3156 1312 314 1844 998 1819 41 340 8912 89 3316 1130 688 59 2186 2166 442 5596 359 5237 5207 186 internal_count=13340 1162 1141 587 554 533 321 212 289 12178 12157 3245 546 360 3156 1312 314 1844 998 1819 41 340 8912 89 3316 1130 688 59 2186 2166 442 5596 359 5237 5207 186 cat_boundaries=0 4 5 8 9 10 14 15 16 20 22 26 27 31 32 35 36 cat_threshold=17152 2097232 19546368 32800 619 17152 64 524288 545 578 201327641 2148081792 3791979520 2097664 144 3124 134218776 2147549184 536870912 2097152 512 16 2684952736 1213334026 75502090 54554820 27 2147483648 138412552 8392704 33554432 3 4194304 16416 4196352 588 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=33 num_cat=12 split_feature=10 25 24 1 8 3 25 26 3 25 25 24 0 8 24 25 10 26 25 0 1 0 0 5 26 24 26 24 16 25 11 5 split_gain=284382 189442 103034 45260.3 44871.6 43401.7 54936.1 41339 35476.2 18793.7 17672.9 14323.1 14039 13796.2 7321.15 20360.6 8319.56 2298.29 2024.59 1914.21 1863.16 1712.3 1200.82 1191.73 1282.97 1560.61 1143.84 1018.48 454.574 377.831 175.985 7.01547 threshold=279.07800000000003 0 1 105.004 174.00000000000003 177.71725000000004 2 2022.5000000000002 8.0855000000000015 3 4 5 61.612500000000004 151.80020000000005 6 7 35.937820000000009 2022.5000000000002 8 228.56250000000003 255.10500000000002 153.43270000000004 105.004 48.477070000000005 2022.5000000000002 9 2022.5000000000002 10 14.771000000000001 11 26.955000000000002 1.0000000180025095e-35 decision_type=2 9 1 2 2 2 9 2 2 9 9 1 2 2 1 9 2 2 9 2 2 2 2 2 2 1 2 1 2 9 2 2 left_child=1 2 5 4 9 6 17 -8 -9 26 12 -11 13 14 15 -3 -16 -1 23 21 -5 22 -14 24 27 -26 -4 -12 29 31 -31 -20 right_child=-2 10 3 20 -6 -7 7 8 -10 11 18 -13 19 -15 16 -17 -18 -19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 30 -32 -33 leaf_value=-0.038890129697733915 1.1104316698986552 -0.0035274311268070329 0.097278644139649442 0.40574644068013066 0.48498978662490844 0.68479789060354235 0.17299510552798431 0.43597639389336112 -0.011703566789627076 -0.062858375422543994 -0.012398960732730332 0.037701392560005188 0.094061549901962277 0.2449627283345098 -0.0158420706463323 0.087016722756119727 0.13550135886346973 0.050924428573676517 -0.039957160368113212 0.21309648603200912 0.27846160639887269 0.031395123523214594 0.1955147193670273 0.050522063573201492 0.0053174298088001131 -0.016725587939862542 0.16111318129759566 -0.030019979154713012 0.012080730392086892 -0.025623683129243412 0.0040968372374773025 -0.033839671596884731 leaf_weight=58 23 1125 61 23 20 20 197 154 20 321 618 240 28 23 1983 309 37 56 299 20 23 23 20 27 476 970 52 840 31 5203 20 20 leaf_count=58 23 1125 61 23 20 20 197 154 20 321 618 240 28 23 1983 309 37 56 299 20 23 23 20 27 476 970 52 840 31 5203 20 20 internal_value=0 -0.00248345 0.114459 0.0378236 0.0182002 0.223842 0.209448 0.265056 0.384519 0.00434883 -0.0146266 -0.0199313 0.0040569 0.000859237 -0.000766235 0.0164506 -0.0130056 0.00480758 -0.0224611 0.126682 0.342104 0.10234 0.136334 -0.0155547 -0.0162226 -0.00954827 0.116357 -0.0228419 -0.026059 -0.0263194 -0.0254611 -0.0383708 internal_weight=0 13317 1245 740 694 505 485 371 174 674 12072 561 3568 3477 3454 1434 2020 114 8504 91 46 71 48 2931 2904 1446 113 1458 5573 5542 5223 319 internal_count=13340 13317 1245 740 694 505 485 371 174 674 12072 561 3568 3477 3454 1434 2020 114 8504 91 46 71 48 2931 2904 1446 113 1458 5573 5542 5223 319 cat_boundaries=0 4 5 8 12 16 17 18 22 26 27 28 31 cat_threshold=17152 2162768 23740672 32800 611 256 65600 524288 0 65552 524288 32768 201327641 2282234496 3791979520 2097664 2436 3124 134218776 2281701888 536870912 2097152 2684952736 1079115786 8393226 54554820 538 355 4194304 16416 2048 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=12 num_cat=3 split_feature=4 25 8 25 15 5 9 14 17 3 25 split_gain=347758 188822 115680 65499.1 51834.9 51562.3 50876.8 18463.1 14502 10836.6 9014.99 threshold=293.85000000000008 0 285.62500000000006 1 32.879500000000014 8.3918550000000014 7.2080000000000002 21.624000000000002 90.340000000000018 177.71725000000004 2 decision_type=2 9 2 9 2 2 2 2 2 2 9 left_child=1 -1 3 4 5 7 -7 -3 9 10 -5 right_child=-2 2 -4 8 -6 6 -8 -9 -10 -11 -12 leaf_value=0.3699260482503407 1.0568162380110833 0.021586788675922234 0.7525792803764344 -0.0044524054940334699 0.46268690522511796 0.14921672380359277 0.69568211802840241 0.31347583315589211 0.23389298615248308 0.17560229720740483 -0.023794395809724526 leaf_weight=124 31 1447 20 3476 30 115 20 22 23 29 7978 leaf_count=124 31 1447 20 3476 30 115 20 22 23 29 7978 internal_value=0 -0.00356898 -0.00736374 -0.00852603 0.0505394 0.043146 0.230175 0.0259582 -0.0169433 -0.0174604 -0.0179493 internal_weight=0 13284 13160 13140 1634 1604 135 1469 11506 11483 11454 internal_count=13315 13284 13160 13140 1634 1604 135 1469 11506 11483 11454 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2621696 32768 134234881 2097168 3271704576 544 4195352 3227232904 541072384 2113536 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=20 num_cat=6 split_feature=4 25 25 26 5 1 15 26 25 24 17 13 25 2 4 5 24 7 0 split_gain=340836 185338 83091 62852.9 59077.3 68608.7 52881.7 22121.7 18160.5 20232.2 15506.4 10027.8 8818.94 7317.12 12047.4 6370.13 3362.43 1997.23 2729.07 threshold=293.85000000000008 0 1 2022.5000000000002 8.3918550000000014 21.947000000000003 32.879500000000014 2022.5000000000002 2 3 95.142500000000013 18.585000000000004 4 14.462000000000002 13.724000000000002 40.44700000000001 5 92.090000000000018 109.32500000000002 decision_type=2 9 9 2 2 2 2 2 9 1 2 2 9 2 2 2 1 2 2 left_child=1 3 4 -1 6 7 8 -6 11 -10 12 -3 13 16 -15 -9 -4 18 -14 right_child=-2 2 10 -5 5 -7 -8 15 9 -11 -12 -13 17 14 -16 -17 -18 -19 -20 leaf_value=0.16353640731175742 1.0462480592535388 -0.0040700431983685661 -0.02214311469863393 0.61404998525977139 -0.085378778625665036 0.75119096051091727 0.44850030576029137 0.33998023864320098 -0.012019836203257243 0.10525077192375631 0.2610242933034897 0.22241788363456727 -0.023358062271561605 0.028874722988911847 0.2876551889181137 0.16812994245755469 -0.00022247690206926297 -0.11638616136882617 0.093600893616676339 leaf_weight=60 31 866 1049 64 29 23 31 34 215 479 20 20 8019 179 20 59 2074 23 20 leaf_count=60 31 866 1049 64 29 23 31 34 215 479 20 20 8019 179 20 59 2074 23 20 internal_value=0 -0.00353072 -0.00729031 0.366503 0.056552 0.25021 0.0394726 0.155762 0.0314474 0.0692659 -0.0171617 0.00103092 -0.0176656 -0.00389902 0.0548828 0.230957 -0.00765712 -0.0233044 -0.0230671 internal_weight=0 13284 13160 124 1756 145 1611 122 1580 694 11404 886 11384 3322 199 93 3123 8062 8039 internal_count=13315 13284 13160 124 1756 145 1611 122 1580 694 11404 886 11384 3322 199 93 3123 8062 8039 cat_boundaries=0 4 8 11 12 16 17 cat_threshold=0 16384 2621696 32768 134234889 2097168 3275898880 544 777 0 2164277248 2944 4195344 3227232392 536878080 2113536 417 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=15 num_cat=0 split_feature=4 5 26 5 4 13 3 3 15 15 14 3 5 4 split_gain=334053 42666.7 24437.5 19380.4 19042.7 12478.2 12152.7 17849.1 9597.01 36765.2 12250.4 8285.43 3174.76 228.95 threshold=293.85000000000008 176.53925000000004 2022.5000000000002 228.56250000000003 189.44922000000003 123.84500000000003 177.71725000000004 228.18750000000003 32.879500000000014 48.836373000000002 154.53000000000006 333.3454000000001 335.87040000000007 238.08750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 6 8 -8 10 -10 -1 -9 -5 -6 right_child=-2 2 3 12 13 -7 7 11 9 -11 -12 -13 -14 -15 leaf_value=-0.0080631163044524133 1.035785614098272 -0.085843130826950081 0.54722416877746582 0.26900176162069495 0.16872207139219558 0.17770326337298833 0.35127473001894743 -0.093884943008422858 0.47396448159217835 -0.014604308213760605 0.23365987210046676 0.14113891744613649 0.094919875144958504 0.21130276109861293 leaf_weight=12920 31 20 23 22 28 37 23 30 20 67 21 30 20 23 leaf_count=12920 31 20 23 22 28 37 23 30 20 67 21 30 20 23 internal_value=0 -0.00349488 0.219832 0.313886 -0.00493308 -0.00568116 -0.00619868 0.114421 -0.00696713 0.0977104 -0.00767086 0.023627 0.186106 0.187925 internal_weight=0 13284 85 65 13199 13148 13111 83 13028 87 12941 60 42 51 internal_count=13315 13284 85 65 13199 13148 13111 83 13028 87 12941 60 42 51 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=15 num_cat=6 split_feature=8 25 10 7 26 25 24 15 7 7 25 24 25 3 split_gain=231068 185279 148014 71907.1 65592 49348.1 38244.2 41230.8 14856.6 22755.9 7244.41 8069.57 6523.68 3172.49 threshold=355.00000000000006 0 279.07800000000003 162.18600000000004 2022.5000000000002 1 2 28.147500000000004 337.52040000000005 239.51250000000002 3 4 5 93.825000000000017 decision_type=2 9 2 2 2 9 1 2 2 2 9 1 9 2 left_child=1 4 3 5 -1 6 7 -3 9 -5 11 -7 -8 -12 right_child=-2 2 -4 8 -6 10 12 -9 -10 -11 13 -13 -14 -15 leaf_value=0.16195680316289265 1.0229339040409435 0.070922176513949872 0.77809602856636051 0.38325567796826365 0.6239463778904506 -0.023998146010384535 0.055063909225060909 0.52956462180614472 0.52650627794719884 -0.034533757296475502 -0.023244904138723942 0.0092189270231658651 -0.018057166670233996 0.10285746920108796 leaf_weight=60 22 982 24 32 63 1244 132 20 21 22 8057 1747 869 20 leaf_count=60 22 982 24 32 63 1244 132 20 21 22 8057 1747 869 20 internal_value=0 -0.00275919 -0.00650258 -0.00793993 0.368617 -0.00971153 0.0358588 0.0792854 0.300814 0.213045 -0.0179746 -0.00463046 -0.00796555 -0.0229043 internal_weight=0 13293 13170 13146 123 13071 2003 1002 75 54 11068 2991 1001 8077 internal_count=13315 13293 13170 13146 123 13071 2003 1002 75 54 11068 2991 1001 8077 cat_boundaries=0 4 8 9 13 14 17 cat_threshold=0 16384 2621696 32768 134234633 2150170640 3271706624 544 1141 4195600 5417096 541070336 2113536 425 16384 2147483648 1073741824 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=13 num_cat=4 split_feature=4 25 8 25 15 5 1 14 13 25 24 6 split_gain=325624 177838 110377 61356.4 49044.2 48835.7 66135.2 17985.3 15530 8854.16 5231.56 2896.65 threshold=293.85000000000008 0 285.62500000000006 1 32.879500000000014 8.3918550000000014 21.947000000000003 21.624000000000002 118.09000000000002 2 3 95.142500000000013 decision_type=2 9 2 9 2 2 2 2 2 9 1 2 left_child=1 -1 3 4 5 7 -7 -3 9 10 -5 -11 right_child=-2 2 -4 8 -6 6 -8 -9 -10 11 -12 -13 leaf_value=0.35902656526707893 1.0226424465256352 0.02067159250533078 0.73519273519515993 -0.017970102810451735 0.44980415582656863 0.12873338744730542 0.73942366997400921 0.3087588232213801 0.25527216865902858 -0.022925851232819192 0.0071532054162480041 0.094672872111910875 leaf_weight=124 31 1447 20 1410 30 114 21 22 21 8071 1983 21 leaf_count=124 31 1447 20 1410 30 114 21 22 21 8071 1983 21 internal_value=0 -0.00344259 -0.00712536 -0.00826064 0.0489064 0.0417132 0.22373 0.024986 -0.0164073 -0.0169184 -0.0033092 -0.0225927 internal_weight=0 13284 13160 13140 1634 1604 135 1469 11506 11485 3393 8092 internal_count=13315 13284 13160 13140 1634 1604 135 1469 11506 11485 3393 8092 cat_boundaries=0 4 8 12 13 cat_threshold=0 16384 2621696 32768 134234881 2097168 3271704576 544 4195352 3227232392 536878080 2113536 425 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=38 num_cat=17 split_feature=25 24 25 3 3 8 24 25 26 25 24 0 25 10 1 1 3 25 8 24 25 1 24 26 10 15 24 25 25 26 26 6 25 25 26 26 1 split_gain=256892 147402 95036 44758.2 44726.7 41208.2 44613.9 48922.6 19643.2 17811.2 27158.4 20180.8 12595.8 12986.9 12826.7 11710.7 10015.4 7419.16 7195.07 6836.92 6349.41 4872.34 3900.16 2503.14 2205.32 2148.06 1849.7 7174.09 4742.04 2253.38 1704.1 1589.3 1218.81 484.142 224.213 96.1627 44.9985 threshold=0 1 2 1.1888500000000002 25.505000000000003 218.62500000000003 3 4 2022.5000000000002 5 6 99.322500000000019 7 30.283500000000007 2.822397 15.580500000000002 14.3635 8 86.532000000000025 9 10 67.575000000000003 11 2022.5000000000002 67.575000000000003 36.690000000000005 12 13 14 2022.5000000000002 2022.5000000000002 10.897500000000003 15 16 2022.5000000000002 2022.5000000000002 125.83150000000002 decision_type=9 1 9 2 2 2 1 9 2 9 1 2 9 2 2 2 2 9 2 1 9 2 1 2 2 2 1 9 9 2 2 2 9 9 2 2 2 left_child=1 3 5 8 30 6 7 15 -1 19 17 -12 13 18 24 34 20 -11 21 23 -9 22 -4 -8 -15 26 27 29 35 -14 -3 -21 -29 -30 -2 -28 -23 right_child=2 4 12 -5 -6 -7 9 16 -10 10 11 -13 25 14 -16 -17 -18 -19 -20 31 -22 36 -24 -25 -26 -27 28 32 33 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.29656325525707666 0.26426903878725494 -0.025904961824417115 0.004890151013205616 0.88464406114816674 0.46660135206968889 0.51791414213180542 0.0070413852156254288 -0.017911889962852003 0.49370587095461399 0.056979793199971943 -0.015190460449713139 0.31206216621398924 0.0082761654655138656 0.10240857439041139 0.32817611497381455 0.53758116197586059 0.25406380672454831 0.18213542975948355 0.16583333969116212 -0.029815772734090959 0.084912837629448873 0.11589510381221771 -0.016530942799832252 0.099961208418264239 -0.036598054113842191 0.077684732732318698 -0.080809439336749875 -0.0087641763171755292 -0.03656443203331658 0.082683187656188276 0.032325046620470414 -0.10788878023624421 -0.025148996670354796 -0.024237110352918374 0.29085058173825667 -0.097326575756073008 0.094682261705398563 leaf_weight=108 65 108 1713 20 23 20 57 102 95 109 326 20 75 25 23 20 25 167 25 379 136 20 1673 59 21 21 71 655 432 89 94 28 1800 4594 62 70 20 leaf_count=108 65 108 1713 20 23 20 57 102 95 109 326 20 75 25 23 20 25 167 25 379 136 20 1673 59 21 21 71 655 432 89 94 28 1800 4594 62 70 20 internal_value=0 0.234927 -0.00607083 0.414694 0.0466921 0.066466 0.061087 0.149297 0.388822 0.027953 0.063778 0.00362122 -0.0162067 -0.000481235 0.135358 0.292751 0.0613287 0.136429 -0.00319863 -0.0150506 0.0436603 -0.00443208 -0.00572825 0.0499926 0.038949 -0.0232872 -0.0235895 -0.0164961 -0.0271005 0.0458593 0.00119217 -0.0343431 -0.0208308 -0.0253672 0.277246 -0.0831148 0.105289 internal_weight=0 448 12902 223 225 1575 1555 410 203 1145 622 346 11327 3520 69 147 263 276 3451 523 238 3426 3386 116 46 7807 7786 2619 5167 164 202 407 2455 5026 127 141 40 internal_count=13350 448 12902 223 225 1575 1555 410 203 1145 622 346 11327 3520 69 147 263 276 3451 523 238 3426 3386 116 46 7807 7786 2619 5167 164 202 407 2455 5026 127 141 40 cat_boundaries=0 3 4 8 9 12 15 16 20 23 24 27 28 29 33 37 41 45 cat_threshold=256 16464 16777472 1593 201327105 2195456 3226091520 32768 3136 67109376 0 4194304 67109376 2162688 4194304 149 2151695384 3360696960 537204736 37748736 1 0 2147483648 34 134217728 32768 524288 1563 1093 0 0 2097152 2097152 0 524288 35651584 512 1612218404 34078720 1049088 12800 65536 8 1024 2097184 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=18 num_cat=0 split_feature=8 5 3 7 2 0 0 2 14 10 26 3 2 2 5 3 0 split_gain=185997 97166.9 54500.7 61493 20552.2 17221.3 69882.9 12113.5 9419.63 14251.8 8477.83 12416.9 6062.99 8400.59 3990.42 2811.59 540.295 threshold=355.00000000000006 280.57800000000003 105.004 7.1800000000000006 114.12500000000001 176.53925000000004 220.33000000000001 176.53925000000004 182.65800000000004 239.51250000000002 2022.5000000000002 263.60184000000004 228.18750000000003 285.62500000000006 374.81250000000006 189.44922000000003 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 8 -7 -6 9 -1 -4 15 -9 -14 -3 -12 -8 right_child=-2 14 3 -5 7 6 16 12 -10 -11 11 -13 13 -15 -16 -17 -18 leaf_value=-0.0047205242259673258 0.9658015894889832 0.59272820281982419 0.2384982990537371 0.71348726749420166 0.29562616273760794 0.6371248815173195 -0.0034450529019037883 -0.05994021727488591 0.19737081195997155 -0.24371361799240113 0.076534645131656101 -0.13174049715399741 0.23551048832554972 -0.0082284234120295601 0.39296782779693601 0.22960305259341288 -0.066211703382432457 leaf_weight=12921 20 20 35 20 32 21 24 26 23 25 28 25 31 26 20 21 32 leaf_count=12921 20 20 35 20 32 21 24 26 23 25 28 25 31 26 20 21 32 internal_value=0 0.000721805 -0.000759387 0.203785 -0.00276427 -0.00393753 0.145171 0.130335 -0.00482282 -0.00518204 0.110262 0.0496098 0.0666077 0.124331 0.492848 0.142135 -0.0393117 internal_weight=0 13330 13290 129 13161 13046 77 115 12969 12946 109 74 83 57 40 49 56 internal_count=13350 13330 13290 129 13161 13046 77 115 12969 12946 109 74 83 57 40 49 56 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=27 num_cat=7 split_feature=25 4 25 5 4 25 1 5 9 8 25 10 1 9 26 8 26 1 10 15 4 25 25 25 8 1 split_gain=250542 304000 92700.9 52346.7 40264.4 37246.4 44211.3 14838 13133.8 15702.3 12319.2 12751 12551.2 11077.7 7269.02 7033.81 5808.02 4756.57 2150.73 2105.99 1746.3 1629.09 1337.05 1002.27 943.764 44.9849 threshold=0 29.205000000000002 1 172.87500000000003 238.08750000000003 2 174.00000000000003 234.55500000000004 131.43000000000004 178.65425000000002 3 30.283500000000007 2.822397 14.442750000000002 2022.5000000000002 86.532000000000025 2022.5000000000002 67.575000000000003 67.575000000000003 36.690000000000005 113.47200000000001 4 5 6 39.972000000000008 125.83150000000002 decision_type=9 2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 9 9 2 2 left_child=1 5 3 4 8 16 14 -5 9 13 11 15 18 -2 -7 17 -1 21 -13 20 22 -4 24 -24 -12 -19 right_child=2 -3 10 7 -6 6 -8 -9 -10 -11 19 12 -14 -15 -16 -17 -18 25 -20 -21 -22 -23 23 -25 -26 -27 leaf_value=0.23451864576958989 0.044585272475172369 1.0807501489688189 0.032302613323385063 0.59438317787079586 0.45407265777587891 0.079443648078224877 0.45851342024626557 0.23381541724205018 -0.15099330469965935 0.32527641296386717 -0.016382834395337019 0.1014316967010498 0.32486706858095915 0.19462583761589203 -0.0339110364757403 0.16396547203063963 0.35858138387267652 0.11463318717479705 -0.035843449206579302 0.076955089682624461 -0.1166448096036911 -0.0068943660695403039 -0.052243305727839466 -0.025158748997693148 -0.083698759476343781 0.093423546552658082 leaf_weight=77 1400 39 100 21 25 132 27 25 32 21 2529 25 23 51 99 25 74 20 21 21 20 3286 150 5066 21 20 leaf_count=77 1400 39 100 21 25 132 27 25 32 21 2529 25 23 51 99 25 74 20 21 21 20 3286 150 5066 21 20 internal_value=0 0.23199 -0.00601016 0.06563 0.0560472 0.156729 0.0727956 0.398422 0.0494311 0.0537881 -0.0160207 -0.000468909 0.134131 0.0498589 0.0308631 -0.00316148 0.276975 -0.00438103 0.0387626 -0.0230231 -0.0233223 -0.00566171 -0.023082 -0.0260361 -0.016871 0.104028 internal_weight=0 448 12902 1575 1529 409 258 46 1504 1472 11327 3520 69 1451 231 3451 151 3426 46 7807 7786 3386 7766 5216 2550 40 internal_count=13350 448 12902 1575 1529 409 258 46 1504 1472 11327 3520 69 1451 231 3451 151 3426 46 7807 7786 3386 7766 5216 2550 40 cat_boundaries=0 3 7 10 14 17 21 25 cat_threshold=256 16464 16777472 201327105 2195456 3226091520 32768 0 16384 16777472 2151695384 3360696960 537204736 37748736 16384 0 327680 538443936 537001987 11534850 18903424 0 524288 33554432 32 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=30 num_cat=8 split_feature=25 3 25 6 5 25 5 26 0 2 5 25 10 1 0 6 10 1 25 10 15 5 25 25 25 5 5 26 1 split_gain=245557 142650 90857.1 59323.6 51305 32237.9 24901.5 22418.2 15884.8 23008.7 14542.7 12075.9 12497.1 12301.4 10875.9 8813.67 9125.54 4557.17 4414.92 2107.93 2064.12 2023.28 1662.74 1626.62 963.462 1612.85 303.918 82.293 44.0897 threshold=0 181.87500000000003 1 29.757000000000005 172.87500000000003 2 1.2399500000000001 2022.5000000000002 181.87500000000003 154.53520000000003 234.55500000000004 3 30.283500000000007 2.822397 1.2399500000000001 228.18750000000003 23.747500000000006 67.575000000000003 4 67.575000000000003 36.690000000000005 92.090000000000018 5 6 7 42.110000000000007 31.236250000000002 2022.5000000000002 125.83150000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 9 9 9 2 2 2 2 left_child=1 3 4 5 8 7 14 -1 9 15 -6 12 17 19 18 16 -2 21 -7 -14 22 23 27 -4 25 -24 -26 -13 -19 right_child=2 -3 11 -5 10 6 -8 -9 -10 -11 -12 20 13 -15 -16 -17 -18 28 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 leaf_value=0.18523000227438438 0.052036900900266712 0.95369401542040022 0.014382433847947554 0.635265349320003 0.58843934013730004 0.11850161614456797 0.42431297087669373 0.44534234285354612 0.26016464262395295 0.30378200694492885 0.2314772514820099 -0.048097045883055661 0.1004173770904541 0.32161839754685112 -0.15485767949711193 -0.15905928180331277 -0.086820916253693245 0.11348685371875764 0.021937430340310801 -0.035485014801933654 0.076185539109366276 0.085258008956909173 -0.017713800812803424 -0.0074766099966140087 -0.024752166284797809 0.072445577383041387 -0.062873617240360807 -0.061165335309505464 0.092489308595657363 leaf_weight=74 1387 26 375 28 21 113 20 60 37 35 25 93 25 23 22 21 49 20 105 21 21 25 2502 3011 5050 20 21 100 20 leaf_count=74 1387 26 375 28 21 113 20 60 37 35 25 93 25 23 22 21 49 20 105 21 21 25 2502 3011 5050 20 21 100 20 internal_value=0 0.22967 -0.00595046 0.190504 0.0649737 0.158897 0.0821403 0.280747 0.0554867 0.0504109 0.394438 -0.015861 -0.0004635 0.132789 0.0570485 0.0443244 0.0472987 -0.00312913 0.0784335 0.038375 -0.0227938 -0.00437354 -0.0230901 -0.00503532 -0.022253 -0.0169317 -0.024861 -0.0521653 0.102988 internal_weight=0 448 12902 422 1575 394 260 134 1529 1492 46 11327 3520 69 240 1457 1436 3451 218 46 7807 3411 7786 3386 7593 2522 5071 193 40 internal_count=13350 448 12902 422 1575 394 260 134 1529 1492 46 11327 3520 69 240 1457 1436 3451 218 46 7807 3411 7786 3386 7593 2522 5071 193 40 cat_boundaries=0 3 7 10 14 17 21 24 28 cat_threshold=256 16464 16777472 201327105 2195456 3226091520 32768 0 16400 256 2151695384 3360696960 537204736 37748736 256 0 16777216 0 524288 33554432 544 16392 2147483648 329728 538443936 537001987 9437698 18903424 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=37 num_cat=16 split_feature=25 24 25 5 3 3 24 25 2 25 24 8 26 5 25 10 1 0 25 26 8 24 1 25 10 15 24 25 25 26 26 25 25 26 26 26 split_gain=240734 145172 89049 50284.1 42475.9 42064.1 32517.1 48260.4 25966.5 22668.5 24078.8 18811.6 18771.9 14253.3 11835.8 12248.4 12056.6 9175.31 7579.68 7928.19 6882.28 4773.19 8652.88 3025.29 2065.98 2023.04 1820.16 6993.89 4610.87 2207.03 1552.16 1188.03 495.106 352.822 95.7448 3.31592 threshold=0 1 2 172.87500000000003 1.1888500000000002 25.505000000000003 3 4 154.53520000000003 5 6 23.882040000000003 2022.5000000000002 234.55500000000004 7 30.283500000000007 2.822397 5.3227500000000001 8 2022.5000000000002 86.532000000000025 9 60.793000000000013 10 67.575000000000003 36.690000000000005 11 12 13 2022.5000000000002 2022.5000000000002 14 15 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 1 9 2 9 1 2 2 2 9 2 2 2 9 2 2 1 2 9 2 2 1 9 9 2 2 9 9 2 2 2 left_child=1 4 3 6 12 30 7 17 9 10 -8 -11 -1 -5 15 20 24 33 35 -20 21 22 -4 -23 -17 26 27 29 34 -16 -3 -29 -30 -2 -28 -9 right_child=2 5 14 13 -6 -7 8 18 -10 11 -12 -13 -14 -15 25 16 -18 -19 19 -21 -22 23 -24 -25 -26 -27 28 31 32 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.29029832566225972 0.24349578925541468 -0.029144871499803333 0.0050085591218467515 0.58255494776226235 0.86350291356444364 0.44805963474771254 0.1479796824825409 -0.025012351884334177 0.29499049595424109 -0.032242862346560458 0.004520767396383912 0.26546858364885506 0.48301885865864003 0.22916248307228088 0.0085456138809522006 0.099413203239440917 0.31840221384297246 0.48189109433781019 0.16441332810884948 0.018441693451669482 0.16221935291290282 0.022932306073647182 0.2142230579853058 -0.020664239375861749 -0.035130164282662524 0.075423683666047597 -0.079151465389090528 -0.0082194587252193835 -0.035862838283383471 0.082183269717720123 0.026428627511288258 -0.024372674383078982 -0.023499327881506878 0.27767691472481038 -0.095632670777184625 -0.021456735508114683 leaf_weight=108 63 108 1709 21 20 23 209 54 35 602 264 22 95 25 75 25 23 22 77 72 25 171 20 1526 21 21 71 655 432 89 94 1800 4594 58 70 51 leaf_count=108 63 108 1709 21 20 23 209 54 35 602 264 22 95 25 75 25 23 22 77 72 25 171 20 1526 21 21 71 655 432 89 94 1800 4594 58 70 51 internal_value=0 0.227404 -0.0058909 0.064324 0.405618 0.0410299 0.0549318 0.13167 0.0266209 0.0183011 0.069661 -0.0214036 0.380488 0.390494 -0.0157023 -0.00045867 0.131462 0.274818 0.0437222 0.0879725 -0.00309764 -0.00430398 0.0073859 -0.0161626 0.0379912 -0.0225659 -0.0228592 -0.0158331 -0.0263389 0.0457197 -0.00328394 -0.0201138 -0.0246311 0.25988 -0.0815499 -0.0212605 internal_weight=0 448 12902 1575 223 225 1529 397 1132 1097 473 624 203 46 11327 3520 69 143 254 149 3451 3426 1729 1697 46 7807 7786 2619 5167 164 202 2455 5026 121 141 105 internal_count=13350 448 12902 1575 223 225 1529 397 1132 1097 473 624 203 46 11327 3520 69 143 254 149 3451 3426 1729 1697 46 7807 7786 2619 5167 164 202 2455 5026 121 141 105 cat_boundaries=0 3 4 8 9 12 16 17 21 24 25 28 29 33 37 41 45 cat_threshold=256 16464 16777472 1593 201327105 2195456 3226091520 32768 3136 67109376 0 4194304 134217729 32768 655360 32768 149 2151695384 3360696960 537204736 37748736 134217728 32768 524288 1563 8 3221225472 327680 1093 0 0 2097152 2097152 0 524288 35651584 512 1612218404 34078720 1049088 12800 65536 8 1024 2097184 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=36 num_cat=12 split_feature=25 4 24 25 26 13 2 25 8 26 25 24 25 10 8 24 5 5 3 2 25 5 25 10 5 8 5 25 7 11 5 13 25 26 26 split_gain=214783 251034 78715.6 112831 145897 47862.1 40812.8 33387.7 30897.5 21225.6 16413.6 18081.4 15373.7 18721.9 18579.4 6088.69 18974.6 24398.3 8908.24 6156.19 6981.87 5738.8 5533.39 4239.44 2408.88 1957.4 1913.68 1325.69 1124.68 799.828 425.348 189.15 195.901 52.0501 8.07646 threshold=0 293.85000000000008 1 2 2022.5000000000002 23.944000000000003 174.00000000000003 3 148.98750000000004 2022.5000000000002 4 5 6 30.283500000000007 11.291750000000002 7 6.9580000000000002 14.418000000000001 121.76350000000002 54.405500000000011 8 11.972000000000001 9 67.575000000000003 48.477070000000005 86.532000000000025 64.377100000000027 10 39.872500000000009 7.3505000000000011 53.073000000000015 14.418750000000001 11 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 9 2 2 2 9 2 2 9 1 9 2 2 1 2 2 2 2 9 2 9 2 2 2 2 9 2 2 2 2 9 2 2 left_child=1 2 3 4 -1 8 7 33 10 -9 21 -12 13 15 23 16 19 -18 25 20 -2 -4 34 -15 27 26 -17 28 29 -24 -19 32 -29 -5 -14 right_child=12 -3 5 6 -6 -7 -8 9 -10 -11 11 -13 22 14 -16 18 17 30 -20 -21 -22 -23 24 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.13666551637649538 0.03792775243412496 1.0915502128234276 -0.053503018500298032 -0.065802469987135667 0.83698329432535989 0.50342216110229498 0.53367374376817178 0.20707059886720444 0.39377640819549564 0.065996482288295577 0.14476884955883026 -0.028003841798136555 -0.086361250263271905 0.13854778227053191 0.41637180137634278 -0.011418957389614579 0.47090564537048341 0.036191140492757165 0.18848446195775811 0.15977253748820378 -0.01225279240680517 0.12027923107147218 -0.016710330902745849 -0.021998723293172904 0.059225635842273111 -0.11233388209342957 -0.086086764744349883 -0.020318208676716569 0.045759047408898676 0.012187174531546505 0.093350282959316092 0.0002394252654277917 -0.025378056967213746 -0.080020600580701637 -0.091237198420933321 leaf_weight=60 403 26 381 52 59 20 22 207 20 220 115 117 66 38 20 1778 20 30 22 26 835 20 2945 29 38 20 35 1800 30 99 23 33 3596 51 70 leaf_count=60 403 26 381 52 59 20 22 207 20 220 115 117 66 38 20 1778 20 30 22 26 835 20 2945 29 38 20 35 1800 30 99 23 33 3596 51 70 internal_value=0 0.117455 0.0994846 0.175041 0.446372 0.0212365 0.109646 0.0941133 0.00679339 0.131311 -0.00543357 0.0600811 -0.0142985 0.00415137 0.1489 0.000219166 0.0164184 0.1733 -0.0114831 0.00748785 0.00428962 -0.0437447 -0.0212674 0.0690575 -0.0201922 -0.0139458 -0.0128604 -0.0205709 -0.0151208 -0.0157705 0.0609961 -0.0235855 -0.0237749 -0.0663963 -0.0827839 internal_weight=0 1370 1344 671 119 673 552 530 653 427 633 232 11956 3279 87 3192 1337 73 1855 1264 1238 401 8677 67 8541 1833 1813 8503 3074 3044 53 5429 5396 103 136 internal_count=13326 1370 1344 671 119 673 552 530 653 427 633 232 11956 3279 87 3192 1337 73 1855 1264 1238 401 8677 67 8541 1833 1813 8503 3074 3044 53 5429 5396 103 136 cat_boundaries=0 4 5 8 12 15 16 20 21 25 29 33 37 cat_threshold=67109632 65616 3244966144 33280 3681 67108864 16 2097408 0 64 524288 512 67109376 65536 2170552320 140 138429465 2150277760 537140224 2097152 1110 16393 2130432 1024 2097152 0 16392 33619968 32 2702188544 1800407040 1048586 50356288 1074303040 8389635 67142208 8388881 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=16 num_cat=2 split_feature=4 1 0 5 6 8 4 10 3 24 15 24 26 4 2 split_gain=192794 48374 137350 58176.7 32964 19708.4 14965.5 12421.1 10996.8 9203.44 8199.39 4696.36 4079.98 4481.6 3497.99 threshold=293.85000000000008 21.947000000000003 105.004 33.222525000000012 18.735000000000003 280.57800000000003 93.825000000000017 239.51250000000002 25.505000000000003 0 32.879500000000014 1 2022.5000000000002 189.44922000000003 100.59300000000002 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 left_child=1 5 3 4 8 6 7 9 11 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=-0.018235194465853987 0.73014795144399003 0.045623323971086802 0.91080963420867922 0.47872964336026103 0.39514349636824236 0.29995767911275228 0.017115888418974701 -0.23484138588110606 0.23238434052467349 -0.0018959126512409353 0.12287463588534663 -0.032861481054527006 0.084075104208553547 0.25032170018842143 -0.10409062922000885 leaf_weight=4180 36 101 20 31 23 21 27 24 20 8441 53 236 34 31 48 leaf_count=4180 36 101 20 31 23 21 27 24 20 8441 53 236 34 31 48 internal_value=0 -0.00264815 0.101562 0.0621822 0.0282007 -0.00614099 -0.00664169 -0.00755898 0.00456009 -0.00713021 -0.00111607 -0.00896064 0.120442 0.163362 -0.0191646 internal_weight=0 13290 431 411 380 12859 12838 12746 357 12722 8494 337 92 65 4228 internal_count=13326 13290 431 411 380 12859 12838 12746 357 12722 8494 337 92 65 4228 cat_boundaries=0 1 2 cat_threshold=394 23 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=36 num_cat=14 split_feature=25 8 24 7 0 25 26 13 25 5 25 25 10 8 26 24 5 5 2 25 25 25 10 5 8 2 25 25 9 2 24 5 13 25 26 split_gain=209452 115934 118470 78373.1 86145.8 129554 140957 45621.7 25722.2 20868.2 16088.8 14963.5 18259.7 17976.6 6558.19 5936.59 18489.8 23965.1 6014.44 6832.26 5443.48 4719.93 4117.93 2360.63 2033.91 1757.3 2105.66 1296.54 1210.45 3445.82 739.306 421.308 185.886 204.749 7.96782 threshold=0 280.57800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 23.944000000000003 3 38.528000000000006 4 5 30.283500000000007 11.291750000000002 2022.5000000000002 6 6.9580000000000002 14.418000000000001 54.405500000000011 7 8 9 67.575000000000003 48.477070000000005 86.532000000000025 86.532000000000025 10 11 2.4110000000000005 5.7450000000000001 12 53.073000000000015 14.418750000000001 13 2022.5000000000002 decision_type=9 2 1 2 2 9 2 2 9 2 9 9 2 2 2 1 2 2 2 9 9 9 2 2 2 2 9 9 2 2 1 2 2 9 2 left_child=1 2 3 4 5 6 -1 9 -7 10 14 12 15 22 -4 16 18 -18 19 -2 34 -12 -14 27 25 26 -17 28 30 -30 -22 -19 33 -29 -13 right_child=11 -3 7 -5 -6 8 -8 -9 -10 -11 21 20 13 -15 -16 24 17 31 -20 -21 23 -23 -24 -25 -26 -27 -28 32 29 -31 -32 -33 -34 -35 -36 leaf_value=0.15392735607483807 0.037499309380969473 0.85413586026146304 0.031994598593030658 0.73840847162099987 0.67640491167704275 -0.062649540572330867 0.82815458916781237 0.46819739341735839 0.10994973858197531 0.2839900000890096 -0.091102131445016429 -0.085535994587522562 0.13698888891621641 0.41013602805137639 0.19513881770047273 0.011501575848811252 0.46601700925827028 0.035075347344080611 0.15790574917426475 -0.0121405503179371 -0.02524032755548487 -0.020627200597684171 -0.021240100860595704 0.058695337584144192 -0.1117107653617859 -0.081541916202096373 -0.014592946975029554 -0.01995028851135483 -0.0084568479033403626 0.11981813745498658 -0.013275483304533091 0.091962401141291075 0.00033964356689742119 -0.02507292927488039 -0.090379036017826625 leaf_weight=68 403 21 56 26 33 106 57 21 389 24 124 66 38 20 44 389 20 30 26 835 730 401 29 38 20 34 1412 1780 129 25 2190 23 33 3616 70 leaf_count=68 403 21 56 26 33 106 57 21 389 24 124 66 38 20 44 389 20 30 26 835 730 401 29 38 20 34 1412 1780 129 25 2190 23 33 3616 70 internal_value=0 0.115994 0.105363 0.197089 0.178554 0.152056 0.427199 0.00932389 0.0724804 -0.00538043 -0.0164923 -0.0141141 0.00408799 0.147038 0.0943437 0.00020459 0.0162002 0.171065 0.00738449 0.0042233 -0.0209894 -0.0386644 0.0685017 -0.0199232 -0.0113505 -0.0103185 -0.00897393 -0.020298 -0.014909 0.012367 -0.0163986 0.0597622 -0.023279 -0.0234665 -0.0819994 internal_weight=0 1370 1349 679 653 620 125 670 495 649 625 11956 3279 87 100 3192 1337 73 1264 1238 8677 525 67 8541 1855 1835 1801 8503 3074 154 2920 53 5429 5396 136 internal_count=13326 1370 1349 679 653 620 125 670 495 649 625 11956 3279 87 100 3192 1337 73 1264 1238 8677 525 67 8541 1855 1835 1801 8503 3074 154 2920 53 5429 5396 136 cat_boundaries=0 4 5 8 11 14 18 19 23 27 30 33 37 38 42 cat_threshold=67109632 65616 3244966144 33280 3681 67108864 16 1075839232 0 65600 524288 256 16 655360 138429465 2150277760 537140224 2097152 1110 16393 2130432 1024 2097152 0 16392 33619968 32 67108864 0 23068672 8 2150105088 268288 2702188544 1800407040 1048586 50356288 2208 1074303040 8389635 67142208 273 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=37 num_cat=11 split_feature=25 8 24 7 0 25 26 13 25 5 25 25 10 8 6 26 24 5 5 3 2 25 25 10 5 8 5 25 9 3 7 5 12 25 12 26 split_gain=205271 113628 116142 76811.4 84429 126968 138152 44717.2 26358.3 20455.3 15773.5 14667.6 17896.1 17618.9 8496.32 6427.68 5819.33 18121.4 23488.2 8705.59 5894.6 6699.16 5334.98 4035.98 2313.71 1899.52 1898.46 1270.6 1186.47 4977.5 731.559 412.924 182.315 153.167 114.874 7.80926 threshold=0 280.57800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 23.944000000000003 3 38.528000000000006 4 5 30.283500000000007 11.291750000000002 29.757000000000005 2022.5000000000002 6 6.9580000000000002 14.418000000000001 121.76350000000002 54.405500000000011 7 8 67.575000000000003 48.477070000000005 86.532000000000025 65.112000000000009 9 2.4110000000000005 7.3505000000000011 54.016000000000012 53.073000000000015 1.5360550000000004 10 21.435039000000003 2022.5000000000002 decision_type=9 2 1 2 2 9 2 2 9 2 9 9 2 2 2 2 1 2 2 2 2 9 9 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 9 -7 10 15 12 16 23 -12 -4 17 20 -19 25 21 -2 35 -14 27 26 -18 28 30 -30 -24 -20 33 -29 -34 -13 right_child=11 -3 7 -5 -6 8 -8 -9 -10 -11 14 22 13 -15 -16 -17 19 18 31 -21 -22 -23 24 -25 -26 -27 -28 32 29 -31 -32 -33 34 -35 -36 -37 leaf_value=0.15238807916641237 0.037133397292571264 0.8455945133027577 0.031674651248114451 0.73102439825351428 0.6696408783305775 -0.069559443950653069 0.81987303047849425 0.46351541746230351 0.10837738806671567 0.28115009208520253 -0.048576692794889999 -0.084680634267402424 0.1356189969966286 0.40603467214107514 0.13045830488204957 0.19318743467330934 -0.011208554792019088 0.46135684323310855 0.034724597970644637 0.18644342747601594 0.15632668733596802 -0.012020581329627149 -0.01667204030336307 -0.021027700325538374 0.058108383542612982 -0.11059365797042847 -0.08775637207609234 -0.02546018552540839 -0.01218417078256607 0.14455904540916284 0.041211572126908742 0.09104277548582658 -0.0080911201968168218 -0.021013597404371871 -0.03344356570925032 -0.089475245782307214 leaf_weight=68 403 21 56 26 33 100 57 21 395 24 497 66 38 20 28 44 1780 20 30 22 26 835 2898 29 38 20 33 2720 130 24 22 23 120 2568 21 70 leaf_count=68 403 21 56 26 33 100 57 21 395 24 497 66 38 20 28 44 1780 20 30 22 26 835 2898 29 38 20 33 2720 130 24 22 23 120 2568 21 70 internal_value=0 0.114829 0.104305 0.195125 0.176776 0.150543 0.422927 0.00921422 0.071765 -0.00534384 -0.0163452 -0.0139735 0.00404778 0.145568 -0.0382987 0.0934003 0.000203242 0.0160401 0.169354 -0.0112372 0.00731265 0.00418312 -0.0207805 0.0678167 -0.0197249 -0.0136711 -0.0126019 -0.020096 -0.0147612 0.0122433 -0.0162359 0.0591646 -0.023047 -0.0233887 -0.011867 -0.0811794 internal_weight=0 1370 1349 679 653 620 125 670 495 649 625 11956 3279 87 525 100 3192 1337 73 1855 1264 1238 8677 67 8541 1833 1813 8503 3074 154 2920 53 5429 5288 141 136 internal_count=13326 1370 1349 679 653 620 125 670 495 649 625 11956 3279 87 525 100 3192 1337 73 1855 1264 1238 8677 67 8541 1833 1813 8503 3074 154 2920 53 5429 5288 141 136 cat_boundaries=0 4 5 8 12 15 19 20 24 28 32 36 cat_threshold=67109632 65616 3244966144 33280 3681 67108864 16 1075839232 0 64 524288 512 256 16 655360 138429465 2150277760 537140224 2097152 1110 16393 2130432 1024 2097152 0 16392 33619968 32 2702188544 1800407040 1048586 50356288 304545954 67113252 8388660 4200586 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=36 num_cat=13 split_feature=25 8 24 7 0 25 26 13 25 5 25 25 1 0 1 3 26 1 24 5 5 25 25 5 25 25 9 3 1 8 24 26 13 25 26 split_gain=201195 111366 113838 75281.3 82746.8 124435 135403 43827.3 24880.6 20048.3 15459.6 14377.3 17471.6 20235.1 10687.2 9710.2 6299.77 5964.91 5462.63 10257.7 17087.5 4672.83 4176.69 2293.56 1236.26 1230.09 1162.86 4878.45 1155.21 790.525 725.569 186.041 182.106 207.591 2.0332 threshold=0 280.57800000000003 1 174.00000000000003 176.53925000000004 2 2022.5000000000002 23.944000000000003 3 38.528000000000006 4 5 51.072690000000009 4.1660000000000013 203.96813100000003 177.71725000000004 2022.5000000000002 199.12500000000003 6 7.8500000000000005 15.306500000000002 7 8 48.477070000000005 9 10 2.4110000000000005 7.3505000000000011 77.992500000000021 39.972000000000008 11 2022.5000000000002 14.418750000000001 12 2022.5000000000002 decision_type=9 2 1 2 2 9 2 2 9 2 9 9 2 2 2 2 2 2 1 2 2 9 9 2 9 9 2 2 2 2 1 2 2 9 2 left_child=1 2 3 4 5 6 -1 9 -7 10 16 12 15 17 -12 18 -4 28 25 22 -21 34 -20 24 26 31 30 -28 -14 -27 -23 -2 33 -26 -13 right_child=11 -3 7 -5 -6 8 -8 -9 -10 -11 14 21 13 -15 -16 -17 -18 -19 19 20 -22 23 -24 -25 32 29 27 -29 -30 -31 -32 -33 -34 -35 -36 leaf_value=0.15086419806760901 -0.033424726201776875 0.83713860103062221 0.031357902629034859 0.7237141609191895 0.66294446020415332 -0.061824906735584655 0.81167432785034177 0.45888023966834662 0.10790591845835062 0.27833859841028852 -0.0476167345648945 -0.076120976472829838 0.17530603802722433 0.42093749010562898 0.18807823795080186 0.20943863803690133 0.19125556057149712 -0.071360367692035173 -0.015678819165294299 0.35150043324990704 0.039187156980813938 -0.024827650001927003 0.013889045157361106 0.057991037996191722 -0.019450110815439143 -0.012390694460370626 -0.012062329111190944 0.14311345603937903 0.078863270580768585 -0.071862365059230632 -0.012982894591580738 -0.051571388414927893 0.00058243856285557607 -0.024579700394745767 -0.078370644450187682 leaf_weight=68 114 21 56 26 33 106 57 21 389 24 505 77 23 20 20 22 44 23 757 22 86 730 1258 38 1760 792 130 24 27 23 2190 112 33 3611 84 leaf_count=68 114 21 56 26 33 106 57 21 389 24 505 77 23 20 20 22 44 23 757 22 86 730 1258 38 1760 792 130 24 27 23 2190 112 33 3611 84 internal_value=0 0.113684 0.103264 0.19318 0.175014 0.149044 0.418698 0.00912208 0.071055 -0.0052904 -0.0161818 -0.0138339 0.00400807 0.139127 -0.0379157 7.65007e-05 0.0924662 0.0619186 -0.00137924 0.00782408 0.102807 -0.0205732 0.00277204 -0.0195021 -0.0198725 -0.0200311 -0.0146136 0.0121209 0.123227 -0.0138985 -0.0160736 -0.0406204 -0.0227947 -0.0229808 -0.0727746 internal_weight=0 1370 1349 679 653 620 125 670 495 649 625 11956 3279 93 525 3186 100 73 3164 2123 108 8677 2015 8516 8478 1041 3074 154 50 815 2920 226 5404 5371 161 internal_count=13326 1370 1349 679 653 620 125 670 495 649 625 11956 3279 93 525 3186 100 73 3164 2123 108 8677 2015 8516 8478 1041 3074 154 50 815 2920 226 5404 5371 161 cat_boundaries=0 4 5 8 11 14 18 19 23 26 30 33 34 38 cat_threshold=67109632 65616 3244966144 33280 3681 67108864 16 1075839232 0 65600 524288 256 16 655360 138429465 2150277760 537140224 2097152 904 65536 16384 33619968 32 4194321 2147483648 536870912 2702188544 1800407040 1048586 50356288 134234121 32768 262144 2208 1074303040 8389635 33344 273 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=44 num_cat=19 split_feature=25 24 25 12 24 25 24 5 25 26 25 6 4 24 5 24 26 25 25 25 24 26 24 3 24 26 13 26 25 0 25 3 24 26 5 11 16 26 3 26 26 26 26 split_gain=235327 89850.9 69276.1 62797 39104.4 27626.3 20557.9 18484.1 24963.8 72854.8 18339.9 22100.8 17193.1 15179.5 29640.9 14264.7 9454.12 7880.4 7636.09 6788.58 10093 6081.72 3720.3 6521.72 3371.3 3213.52 2908.78 2370.55 2114.31 2087.24 2075.21 2020.65 1990.52 1512.11 990.522 710.45 627.421 366.182 231.453 229.05 90.1761 75.5248 12.7321 threshold=0 1 2 41.645000000000003 3 4 5 38.528000000000006 6 2022.5000000000002 7 176.53925000000004 23.806250000000002 8 8.3918550000000014 9 2022.5000000000002 10 11 12 13 2022.5000000000002 14 2.0385000000000004 15 2022.5000000000002 54.016000000000012 2022.5000000000002 16 14.3635 17 8.5774200000000018 18 2022.5000000000002 40.44700000000001 32.448500000000003 14.771000000000001 2022.5000000000002 17.461005000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 1 9 1 2 9 2 9 2 2 1 2 1 2 9 9 9 1 2 1 2 1 2 2 2 9 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 5 21 39 25 8 9 -7 13 18 40 14 19 -10 -6 33 22 42 27 -4 23 30 37 -1 32 -21 41 -22 -12 -25 -24 -15 38 36 -30 -19 -26 -3 -8 -20 -2 right_child=10 3 4 -5 16 7 12 -9 15 -11 11 -13 -14 17 -16 -17 -18 24 28 20 29 -23 26 31 34 -27 -28 -29 35 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 leaf_value=0.29687618998380805 -0.023488856402310458 -0.11455962360882369 0.4457434557423447 0.58602582996541808 0.083531292758735956 -0.012946479845855197 0.0099435314692949001 0.2915900860892402 0.069122272406924853 0.53584986093567633 -0.013194089658240709 0.3171074540615082 0.31488188791275024 0.1110407136411083 0.3775966685804828 -0.042937398613715656 0.27425475885283274 -0.0045190695213944941 -0.06238926055214622 -0.048091178992215322 0.11480675243834655 0.57777860320903163 -0.021852469318278615 0.20266764616966249 -0.052118244683843545 0.18570202747216591 0.1036336312086686 0.036038745966824617 -0.021201373475936043 0.026335587660471598 0.024641368507097163 0.076665377140045163 -0.0039771450253526927 0.034974025998796739 0.017648407936096192 0.031398657912818283 0.016255159854888918 0.027264664736058979 -0.082526948366846362 -0.086418105992403904 -0.0057300534046871568 -0.079198718575330881 -0.0305767878065718 leaf_weight=52 55 61 66 22 51 59 76 36 265 41 248 20 20 49 29 186 53 73 55 68 240 74 877 20 236 52 23 66 7192 30 326 35 2144 56 20 26 45 72 28 55 71 52 47 leaf_count=52 55 61 66 22 51 59 76 36 265 41 248 20 20 49 29 186 53 73 55 68 240 74 877 20 236 52 23 66 7192 30 326 35 2144 56 20 26 45 72 28 55 71 52 47 internal_value=0 0.132927 0.233735 0.0591123 0.358151 0.0434637 0.112956 0.0708478 0.0577112 0.192782 -0.0111716 -0.0149999 0.0375509 0.0282191 0.0654557 0.0229781 0.164874 -0.00960476 -0.015615 0.0488598 0.0663093 0.481165 -0.00378883 0.0181722 -0.0287575 0.220123 -0.00837143 -0.00619196 -0.0214745 0.101227 0.00849377 0.122484 -0.00925187 0.0643438 -0.0484956 -0.0207524 -0.0209685 0.0105365 -0.0553434 -0.0931836 0.0023733 -0.0645277 -0.024366 internal_weight=0 1240 515 725 244 703 271 587 551 100 12132 11063 167 1069 535 451 104 534 11043 506 404 140 3673 629 429 104 3044 134 7370 270 574 55 3021 105 284 7263 7237 145 264 116 147 107 102 internal_count=13372 1240 515 725 244 703 271 587 551 100 12132 11063 167 1069 535 451 104 534 11043 506 404 140 3673 629 429 104 3044 134 7370 270 574 55 3021 105 284 7263 7237 145 264 116 147 107 102 cat_boundaries=0 4 5 8 9 12 13 16 20 21 22 26 30 34 35 36 37 41 44 45 cat_threshold=768 16464 2204762368 32 617 512 0 2181562368 545 0 16384 18874624 65 0 16 34078720 134234121 2719744 346112 32768 119 3330 1 0 16384 32768 2151678992 3356502664 1610617856 39862784 1 0 0 32768 5 1026 2056 67108864 0 0 4096 2147484688 2147483648 536870912 416 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=27 num_cat=13 split_feature=25 24 25 12 24 2 25 8 5 5 25 25 6 24 19 24 25 25 0 2 25 24 8 0 4 0 split_gain=230651 88059 67897.5 61546.5 38326.2 37910.6 27078 23037.9 22032.5 18115.5 24465.2 15384.4 14118 13992.7 12585.8 7163.37 12972.9 9179.47 3908.17 2353.31 896.706 638.274 1201.31 594.363 278.082 140.141 threshold=0 1 2 41.645000000000003 3 31.872000000000003 4 231.40000000000003 10.750500000000001 38.528000000000006 5 6 223.36075000000002 7 45.023000000000003 8 9 10 4.440217500000001 49.292053000000003 11 12 26.955000000000002 0.37739999999999996 24.23535 26.014500000000009 decision_type=9 1 9 2 1 2 9 2 2 2 9 9 2 1 2 1 9 9 2 2 9 1 2 2 2 2 left_child=1 2 5 6 -4 8 -3 11 18 10 -8 12 14 -12 15 16 -2 -17 -1 20 21 22 -13 -23 25 -22 right_child=7 3 4 -5 -6 -7 9 -9 -10 -11 13 19 -14 -15 -16 17 -18 -19 -20 -21 24 23 -24 -25 -26 -27 leaf_value=0.040217602680744736 0.073918878535121121 -0.092251756796761161 0.47635292150179548 0.58016556403853681 0.16322493303763239 0.51386216813867747 0.19085401890494605 0.32804659819602966 0.39909450960159304 0.28867417772610982 0.068456185897913843 -0.013277030661567043 0.26877376556396487 -0.042529931226555177 0.24666186128343856 0.064606062212297991 0.0037911419333155256 -0.015006934123915293 0.18654185605049134 0.071582531758717136 -0.023458350101791196 -0.022775503747862903 0.064625361025333408 -0.0044584007224606984 -0.060981183171272282 -0.049360983825865248 leaf_weight=209 312 116 140 22 104 22 100 20 20 36 265 1930 20 186 21 145 1483 2272 20 28 3885 1758 20 197 20 21 leaf_count=209 312 116 140 22 104 22 100 20 20 36 265 1930 20 186 21 145 1483 2272 20 28 3885 1758 20 197 20 21 internal_value=0 0.1316 0.231398 0.0585248 0.354569 0.111826 0.0430328 -0.01106 0.080796 0.0701437 0.0571389 -0.0116291 0.00370292 0.022754 0.00245927 0.00124173 0.0163225 -0.0099843 0.052997 -0.0199056 -0.0202582 -0.0166666 -0.0124144 -0.0208232 -0.0237276 -0.0235976 internal_weight=0 1240 515 725 244 271 703 12132 249 587 551 12112 4253 451 4233 4212 1795 2417 229 7859 7831 3905 1950 1955 3926 3906 internal_count=13372 1240 515 725 244 271 703 12132 249 587 551 12112 4253 451 4233 4212 1795 2417 229 7859 7831 3905 1950 1955 3926 3906 cat_boundaries=0 4 5 8 9 12 15 19 20 21 25 29 33 34 cat_threshold=768 16464 2204762368 32 617 512 0 2181562368 545 0 16384 18874624 0 16 34078720 205538329 2151262344 537222144 35701248 3330 1110 134234113 2129920 0 512 0 589824 327680 32768 4044947680 1262617091 9470475 29360448 1559 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=32 num_cat=12 split_feature=25 24 1 25 25 26 4 2 2 1 8 26 25 6 25 24 19 24 25 25 0 26 2 0 25 24 8 0 26 4 3 split_gain=226253 86413.4 85383.8 66696.7 38404.7 63358.9 37993.9 54483 37156.2 34442.6 22579.3 22522 15082.1 13836.7 12586.1 18489.9 12335 7022.04 12723.1 9006.49 5884.86 5419.21 2306.47 1594.9 878.861 625.573 1177.4 582.535 286.549 272.549 139.06 threshold=0 1 31.872000000000003 2 3 2022.5000000000002 32.559500000000007 11.243000000000002 31.872000000000003 223.89075000000003 231.40000000000003 2022.5000000000002 4 223.36075000000002 5 6 45.023000000000003 7 8 9 23.577750000000005 2022.5000000000002 49.292053000000003 52.158358500000006 10 11 26.955000000000002 0.37739999999999996 2022.5000000000002 24.23535 28.757500000000004 decision_type=9 1 2 9 9 2 2 2 2 2 2 2 9 2 9 1 2 1 9 9 2 2 2 2 9 1 2 2 2 2 2 left_child=1 3 4 8 5 -3 7 11 21 -4 12 -5 13 16 15 20 17 18 -2 -19 -6 -1 24 -17 25 26 -14 -27 -16 30 -26 right_child=10 2 9 6 14 -7 -8 -9 -10 -11 -12 -13 22 -15 28 23 -18 19 -20 -21 -22 -23 -24 -25 29 27 -28 -29 -30 -31 -32 leaf_value=0.12571227734483131 0.073202646022535262 -0.0068978461197444375 0.68345048092029714 0.27214512534001295 0.063542374968528742 0.50019031871448871 0.78328174495697034 -0.16970349693298339 0.50872354854236956 0.20505017892402763 0.32476612901687624 0.48228983084360755 -0.013144260470075003 0.26608601570129398 -0.10728592012969541 -0.04795899762870362 0.2441952429498945 0.064001685265571845 0.0037534848054932095 -0.014857522492002333 0.24257155561447144 0.03238987262131738 0.070866707818848754 -0.14264317440986635 -0.023226272736161246 -0.022547748850285584 0.063979109525680547 -0.004413816180023445 -0.07856337343945223 -0.060371371507644656 -0.049662609398365025 leaf_weight=127 312 56 27 102 224 44 20 20 22 34 20 102 1930 20 71 161 21 145 1483 2272 20 122 28 20 3886 1758 20 197 68 20 20 leaf_count=127 312 56 27 102 224 44 20 20 22 34 20 102 1930 20 71 161 21 145 1483 2272 20 122 28 20 3886 1758 20 197 68 20 20 internal_value=0 0.130345 0.0579565 0.229205 0.0258632 0.196564 0.351275 0.328385 0.110708 0.416801 -0.0109484 0.377217 -0.0115118 0.00366888 -0.00775078 0.0195647 0.00243768 0.00123234 0.0161635 -0.00988241 0.0751375 0.079988 -0.0197066 -0.0553626 -0.0200556 -0.0165 -0.0122902 -0.020615 -0.0869772 -0.0234903 -0.0233616 internal_weight=0 1240 725 515 664 100 244 224 271 61 12132 204 12112 4253 564 425 4233 4212 1795 2417 244 249 7859 181 7831 3905 1950 1955 139 3926 3906 internal_count=13372 1240 725 515 664 100 244 224 271 61 12132 204 12112 4253 564 425 4233 4212 1795 2417 244 249 7859 181 7831 3905 1950 1955 139 3926 3906 cat_boundaries=0 4 5 8 11 15 18 19 20 24 28 32 33 cat_threshold=768 16464 2204762368 32 617 512 0 2181562368 0 16 34078720 205538329 2151262344 537222144 35701248 512 64 2151809024 1298 1110 134234113 2129920 0 512 0 589824 327680 32768 4044947680 1262617091 9470475 29360448 1559 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=13 num_cat=1 split_feature=8 4 4 6 15 15 1 3 6 24 15 1 split_gain=92650.3 70475 114131 40420.9 19412.2 39101.9 19901.1 119941 14730.3 8435.05 4521.44 2677.5 threshold=285.62500000000006 272.07425000000006 365.72000000000008 316.3010000000001 32.879500000000014 43.248000000000012 105.004 2.8170000000000006 223.36075000000002 0 118.09000000000002 189.44922000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 left_child=1 3 -3 4 6 -6 8 11 9 -1 -7 -8 right_child=-2 2 -4 -5 5 10 7 -9 -10 -11 -12 -13 leaf_value=0.0057562552325623973 0.65063873377713299 0.86879494607448582 -0.12836103157563644 0.37273445672002331 0.52263323602222256 -0.040677171364808695 0.04433799696041317 0.75978575905164081 0.21805429140726726 -0.010567735349150641 0.11836615258997137 -0.057423872181347438 leaf_weight=5409 22 24 22 29 21 39 41 24 30 7608 33 70 leaf_count=5409 22 24 22 29 21 39 41 24 30 7608 33 70 internal_value=0 0.00115313 0.391894 -0.000197904 -0.0010126 0.142957 -0.00202831 0.118763 -0.00327817 -0.00378827 0.0322177 -0.0198362 internal_weight=0 13350 46 13304 13275 93 13182 135 13047 13017 72 111 internal_count=13372 13350 46 13304 13275 93 13182 135 13047 13017 72 111 cat_boundaries=0 1 cat_threshold=1648 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=35 num_cat=8 split_feature=25 4 25 1 5 26 15 10 25 25 6 5 5 5 2 1 1 25 4 25 1 3 2 3 9 3 2 1 25 13 25 11 1 4 split_gain=220575 80356.5 67287.3 75017.2 112822 52089.7 45856.6 32552.7 17151.3 14494.9 8645.35 9595.87 11254 10583 8589.46 6272.77 6011.04 5043.91 4214.77 3830.08 6962.74 3571.24 2149.04 1444.45 11912.4 9538.14 1300.6 1128.95 1084.17 814.73 663.143 810.04 359.437 277.161 threshold=0 272.07425000000006 1 26.134500000000006 11.555000000000001 2022.5000000000002 18.685000000000006 41.645000000000003 2 3 176.53925000000004 8.3918550000000014 31.236250000000002 172.87500000000003 39.872500000000009 140.32000000000002 218.62500000000003 4 0.72300000000000009 5 11.177000000000001 53.153000000000013 89.950000000000003 1.1888500000000002 7.9315000000000007 3.4510000000000005 55.242750000000008 1.4535000000000002 6 27.600000000000005 7 32.448500000000003 51.072690000000009 21.435039000000003 decision_type=9 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 9 2 9 2 2 2 left_child=1 2 5 6 16 -1 7 9 10 -4 11 15 -13 -14 17 19 -5 23 22 20 -2 -21 26 27 25 -25 -16 28 -10 30 31 -19 -29 -32 right_child=8 -3 3 4 -6 -7 -8 -9 14 -11 -12 12 13 -15 18 -17 -18 29 -20 21 -22 -23 -24 24 -26 -27 -28 32 -30 -31 33 -33 -34 -35 leaf_value=0.13876358395999241 -0.034802216644640324 0.62432566493749619 -0.059364255734852378 0.2468535674245734 0.9996630396161762 0.46999023632336689 0.51747051102774488 0.44376327300071716 -0.011532808360685889 0.052237830328350741 0.23135769867897032 0.31508910341107327 -0.059805013194228665 0.23171667337417604 0.048341841553196763 -0.14240656585693359 0.059212950179653785 -0.017757042160191302 0.20262412881851199 0.031934892084127593 0.16022910714149474 -0.079173219998677574 0.10313016968804437 0.2073120560646057 0.240050481449474 -0.02009783163352355 -0.045243692751284002 -0.021669070807776011 0.0013152534249705747 0.034738409254286021 -0.023513183356165424 0.043082994822074061 -0.052572562861377778 -0.06084748220443726 leaf_weight=97 216 32 130 38 21 93 21 20 1314 757 20 23 33 20 33 25 31 4152 20 810 20 30 37 20 22 237 27 207 1306 27 3445 22 46 20 leaf_count=97 216 32 130 38 21 93 21 20 1314 757 20 23 33 20 33 25 31 4152 20 810 20 30 37 20 22 237 27 207 1306 27 3445 22 46 20 internal_value=0 0.128683 0.116619 0.0814266 0.357877 0.285846 0.0554931 0.0447968 -0.0108255 0.0358009 0.0249827 0.0216882 0.130366 0.0502032 -0.0147645 0.0141864 0.162551 -0.0156997 0.0704444 0.0178247 -0.0175313 0.0276377 0.0431909 -0.00498995 0.0167174 -0.00240056 0.00622835 -0.00711535 -0.00516739 -0.0200705 -0.0202905 -0.0173947 -0.0272879 -0.0236604 internal_weight=0 1240 1208 1018 90 190 928 907 12132 887 1197 1177 76 53 10935 1101 69 10818 117 1076 236 840 97 3152 279 257 60 2873 2620 7666 7639 4174 253 3465 internal_count=13372 1240 1208 1018 90 190 928 907 12132 887 1197 1177 76 53 10935 1101 69 10818 117 1076 236 840 97 3152 279 257 60 2873 2620 7666 7639 4174 253 3465 cat_boundaries=0 4 7 11 14 18 19 23 27 cat_threshold=768 16464 2204762368 32 0 16400 2097408 201342985 2719744 347136 32768 256 0 16777216 2151678992 3356502664 4096 39862784 67108865 2147484688 3222274048 0 4194304 1897496800 54658051 680559115 25166152 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=12 num_cat=1 split_feature=10 7 0 7 8 24 13 1 0 4 13 split_gain=231127 70765.5 26284.6 20152.5 19986.3 10904.2 24887.4 11270 8942.85 5341.12 2305.29 threshold=279.07800000000003 162.18600000000004 338.28750000000008 255.10500000000002 280.57800000000003 0 28.495000000000005 125.83150000000002 181.87500000000003 166.68000000000004 55.232840000000003 decision_type=2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 4 -3 5 8 7 -7 9 -1 -8 right_child=-2 3 -4 -5 -6 6 10 -9 -10 -11 -12 leaf_value=-0.016618016569462553 0.95977490730285642 0.46166900308508624 0.30727586260548345 0.14200475192651518 0.29610535361550072 -0.00044392436016408741 0.15761118523279827 0.13948189435334044 0.15881051079980257 -0.16932813167572022 0.28910140683253605 leaf_weight=5444 25 38 27 41 22 7604 30 58 29 23 24 leaf_count=5444 25 38 27 41 22 7604 30 58 29 23 24 internal_value=0 -0.00263868 -0.00441638 0.295767 -0.0050523 -0.00555377 0.00212026 0.00061529 -0.0163018 -0.0172605 0.216051 internal_weight=0 13340 13261 79 13234 13212 7716 7662 5496 5467 54 internal_count=13365 13340 13261 79 13234 13212 7716 7662 5496 5467 54 cat_boundaries=0 1 cat_threshold=2444 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=20 num_cat=8 split_feature=10 25 25 7 0 8 24 7 25 2 1 5 25 24 25 3 25 2 5 split_gain=226527 156805 79287.1 91621.8 39605.5 23920.8 27934.7 21552.5 8032.14 13270.4 18936.2 5051.98 4547.9 3517.37 2548.41 1831.66 1740.56 576.021 224.952 threshold=279.07800000000003 0 1 162.18600000000004 338.28750000000008 228.56250000000003 2 255.10500000000002 3 24.23535 16.216000000000005 48.477070000000005 4 5 6 6.8162499999999993 7 36.127320000000005 103.75577000000001 decision_type=2 9 9 2 2 2 1 2 9 2 2 2 9 1 9 2 9 2 2 left_child=1 -1 3 4 5 6 -3 -5 9 13 17 12 -10 14 -4 -14 -15 -11 -13 right_child=-2 2 8 7 -6 -7 -8 -9 11 10 -12 18 15 16 -16 -17 -18 -19 -20 leaf_value=0.35574643032609926 0.95017716140747066 0.096644652704012055 -0.024706429914994672 0.73324199018024261 0.48903512430191043 0.38476412343978877 0.0060593670947046274 0.30251597221081072 -0.079788316213167634 0.079299358912876677 0.38157559150457382 0.10944201870398088 -0.020642653555088361 0.0043974688992121621 0.030426317157607585 0.0025073848130489265 -0.015093495974773129 0.029730482437241246 0.064220098798925221 leaf_weight=111 25 505 100 21 20 20 1023 26 120 35 20 22 8015 607 388 357 1857 71 22 leaf_count=111 25 505 100 21 20 20 1023 26 120 35 20 22 8015 607 388 357 1857 71 22 internal_value=0 -0.0026123 -0.00588363 0.0595513 0.0468797 0.0411671 0.0366697 0.494968 -0.0150262 -0.00115172 0.099348 -0.020022 -0.0205992 -0.00544524 0.0188594 -0.019632 -0.0102936 0.0460976 0.0868311 internal_weight=0 13340 13229 1615 1568 1548 1528 47 11614 3078 126 8536 8492 2952 488 8372 2464 106 44 internal_count=13365 13340 13229 1615 1568 1548 1528 47 11614 3078 126 8536 8492 2952 488 8372 2464 106 44 cat_boundaries=0 3 7 8 12 16 17 20 23 cat_threshold=256 16384 2097408 134218241 2097232 2185904128 512 1108 2214609928 2153259656 1610946560 2113536 0 0 16777216 32768 1026 0 2152202240 262144 8 2152202240 329728 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=21 num_cat=9 split_feature=10 25 25 7 26 0 8 24 7 25 10 25 24 25 25 10 3 10 25 26 split_gain=222018 153937 77724.2 89795.9 68510.1 38816.2 23443.9 27389.9 21123.6 7872.95 6739.59 3024.56 2784.82 5930.87 2305.18 2173.61 1821.15 7229.46 912.486 9.76282 threshold=279.07800000000003 0 1 162.18600000000004 2022.5000000000002 338.28750000000008 228.56250000000003 2 255.10500000000002 3 46.655499999999996 4 5 6 7 77.032343000000012 7.1800000000000006 9.7988400000000002 8 2022.5000000000002 decision_type=2 9 9 2 2 2 2 1 2 9 2 9 1 9 9 2 2 2 9 2 left_child=1 4 3 5 -1 6 7 -3 -5 10 12 19 13 -4 -14 -12 18 -18 -13 -11 right_child=-2 2 9 8 -6 -7 -8 -9 -10 11 15 16 14 -15 -16 -17 17 -19 -20 -21 leaf_value=0.14675122343260666 0.94067536010742192 0.095696971716522014 0.067861189391464002 0.72590958640688941 0.6441296001650253 0.48414478969573976 0.38091648626327512 0.005999360131848124 0.29949079366830683 -0.066153384358135628 0.1858924346168836 -0.012713748349294115 -0.04828029462020763 -0.00073411791153203427 -0.0058529814406024939 0.044737313151359558 -0.0078684802970137128 0.18791563057899474 -0.02163774013825016 -0.071389525626835065 leaf_weight=58 25 505 150 21 53 20 20 1023 26 67 24 1530 127 602 2155 20 331 20 6512 76 leaf_count=58 25 505 150 21 53 20 20 1023 26 67 24 1530 127 602 2155 20 331 20 6512 76 internal_value=0 -0.00258337 -0.00582466 0.0589621 0.352483 0.0464174 0.040762 0.0363097 0.490018 -0.0148766 -0.00114036 -0.0198227 -0.00292604 0.0136595 -0.00841453 0.121731 -0.0189869 0.00328731 -0.0199827 -0.0644306 internal_weight=0 13340 13229 1615 111 1568 1548 1528 47 11614 3078 8536 3034 752 2282 44 8393 351 8042 143 internal_count=13365 13340 13229 1615 111 1568 1548 1528 47 11614 3078 8536 3034 752 2282 44 8393 351 8042 143 cat_boundaries=0 3 7 8 12 16 17 20 22 26 cat_threshold=256 16384 2097408 134218241 2097232 2185904128 512 1108 2214609928 2153259656 1610946560 2113536 0 0 16777216 32800 1042 67125248 520 536870912 67125248 512 598048 1090650112 9437186 37752832 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=24 num_cat=10 split_feature=10 25 25 26 8 24 0 1 25 1 25 25 2 1 5 25 24 25 2 25 10 26 5 split_gain=217600 150873 76190.9 67146.8 41820.6 43894.8 46470.9 25483.7 20626.6 15580.9 12256.7 7724.65 11652.6 19884.7 3455.84 4517.65 2385.52 2683.2 1919.42 1683.73 1676.45 612.554 224.337 threshold=279.07800000000003 0 1 2022.5000000000002 255.10500000000002 2 109.32500000000002 51.072690000000009 3 216.24000000000004 4 5 21.660000000000004 11.177000000000001 48.477070000000005 6 7 8 86.532000000000025 9 12.573250000000002 2022.5000000000002 92.090000000000018 decision_type=2 9 9 2 2 1 2 2 9 2 9 9 2 2 2 9 1 9 2 9 2 2 2 left_child=1 3 4 -1 5 6 8 10 -3 -9 -7 12 16 18 15 21 17 -4 -14 -17 -18 -13 -16 right_child=-2 2 11 -5 -6 7 -8 9 -10 -11 -12 14 13 -15 22 19 20 -19 -20 -21 -22 -23 -24 leaf_value=0.14528371416289232 0.93126859512329108 0.15879905231732275 -0.024475152015686036 0.63768833178394246 0.50208659898667107 0.08324216904084375 0.49246008988582729 0.35214730971200126 0.024253338332629312 0.01709471106529236 -0.01127525097729149 -0.060796649881771636 0.064013149536831279 0.38629472547769544 0.038839989757537843 -0.012428519104122175 -0.0066253740297199685 0.034117042990149678 -0.042888853983445607 -0.021717025948184695 -0.060754426778373068 -0.10608418196439744 0.079716970016216415 leaf_weight=58 25 281 100 53 21 153 33 35 211 23 858 56 71 20 25 3084 1894 286 22 5904 59 64 29 leaf_count=58 25 281 100 53 21 153 33 35 211 23 858 56 71 20 25 3084 1894 286 22 5904 59 64 29 internal_value=0 -0.00255694 -0.0057658 0.348958 0.0583787 0.0528994 0.12677 0.0152918 0.104818 0.219282 0.00374041 -0.0147281 0.00105633 0.100241 -0.0189489 -0.0194425 -0.00373091 0.018703 0.0387245 -0.0185473 -0.00821853 -0.0784154 0.0607924 internal_weight=0 13340 13229 111 1615 1594 525 1069 492 58 1011 11614 2452 113 9162 9108 2339 386 93 8988 1953 120 54 internal_count=13365 13340 13229 111 1615 1594 525 1069 492 58 1011 11614 2452 113 9162 9108 2339 386 93 8988 1953 120 54 cat_boundaries=0 3 7 8 11 14 18 22 23 26 30 cat_threshold=256 16384 2097408 134218241 2097232 2185904128 512 3152 134218240 16 37748736 0 64 34209792 67126280 2152202376 537204736 2097152 0 0 16777216 32768 1026 0 2152202240 262144 2149130256 1125261824 1083179010 54546432 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=20 num_cat=8 split_feature=10 25 25 7 0 8 24 7 25 2 1 24 5 25 25 25 3 2 5 split_gain=213269 147869 74707.5 87627.5 37665.6 22502.6 26529.8 20776.6 7589.01 10479.3 19380.4 3679.01 3490.13 4328.62 2656.64 1643.76 1500.94 1012.9 715.494 threshold=279.07800000000003 0 1 162.18600000000004 338.28750000000008 228.56250000000003 2 255.10500000000002 3 24.23535 16.216000000000005 4 48.477070000000005 5 6 7 6.8162499999999993 36.127320000000005 103.75577000000001 decision_type=2 9 9 2 2 2 1 2 9 2 2 1 2 9 9 9 2 2 2 left_child=1 -1 3 4 5 6 -3 -5 9 11 17 14 13 -10 -4 -13 -15 -11 -14 right_child=-2 2 8 7 -6 -7 -8 -9 12 10 -12 15 18 16 -16 -17 -18 -19 -20 leaf_value=0.34546857967849603 0.92195592498779289 0.093929426919488079 -0.024252650607715955 0.71757404009501147 0.47660698366165166 0.37310023593902586 0.0056572482575520892 0.29467152366271387 -0.077631232004899242 0.077824593407767151 0.37428778779506688 0.0044660895917945009 0.10810781684788792 -0.019873318749043235 0.032227029490958702 -0.014503348381266134 0.00096974741512718618 0.011616205538020414 0.029914353370666502 leaf_weight=111 25 505 100 21 20 20 1023 26 120 35 20 607 22 8044 381 1831 361 68 25 leaf_count=111 25 505 100 21 20 20 1023 26 120 35 20 607 22 8044 381 1831 361 68 25 internal_value=0 -0.00252964 -0.0057064 0.0578106 0.0454156 0.0398447 0.0354827 0.483628 -0.014581 -0.000987088 0.089427 -0.00480031 -0.0193984 -0.0198948 0.0202301 -0.00978149 -0.0189555 0.0341142 0.0665155 internal_weight=0 13340 13229 1615 1568 1548 1528 47 11614 3042 123 2919 8572 8525 481 2438 8405 103 47 internal_count=13365 13340 13229 1615 1568 1548 1528 47 11614 3042 123 2919 8572 8525 481 2438 8405 103 47 cat_boundaries=0 3 7 8 12 13 17 20 23 cat_threshold=256 16384 2097408 134218241 2097232 2185904128 512 1108 2214609928 2153259656 537204736 2113536 1026 0 0 16777216 32768 0 2152202240 262144 8 2152202240 329728 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=36 num_cat=15 split_feature=25 4 25 26 15 24 26 13 25 4 6 8 4 2 25 24 8 11 0 25 25 6 3 24 25 26 25 24 24 11 12 25 25 6 26 split_gain=153126 182799 76364 163503 47349.3 34124.7 25672.9 17361.9 14267 16035.3 12521.5 6149.47 5468.86 14703.1 5651.33 14875.5 5124.34 4823.47 4279.17 3478.04 801.841 595.176 1798.09 430.197 1038.06 2734.8 530.45 591.985 317.1 484.168 204.795 139.824 111.671 80.1456 63.2877 threshold=0 272.07425000000006 1 2022.5000000000002 32.879500000000014 2 2022.5000000000002 28.495000000000005 3 149.69580000000005 30.232500000000005 89.585000000000008 7.2030000000000003 14.3635 4 5 162.18600000000004 7.5980000000000016 117.56000000000002 6 7 4.2186000000000012 0.46289950000000007 8 9 2022.5000000000002 10 11 12 5.7870000000000008 12.854965500000002 13 14 13.432500000000003 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 9 2 2 2 2 2 9 1 2 2 2 9 9 2 2 1 9 2 9 1 1 2 2 9 9 2 2 left_child=1 2 3 -1 5 6 -4 10 9 11 -7 12 14 17 15 -2 -13 -14 -16 34 21 28 33 24 25 -22 27 -25 29 -21 -28 -30 -26 -23 -10 right_child=8 -3 4 -5 -6 7 -8 -9 19 -11 -12 16 13 -15 18 -17 -18 -19 -20 20 23 22 -24 26 32 -27 30 -29 31 -31 -32 -33 -34 -35 -36 leaf_value=-0.033791747902924156 0.086701039928860121 0.83638636617949513 0.39634490108489995 0.75169579325981861 0.49666535377502441 0.031275990351784133 0.080456863056938596 0.29502610623836517 -0.091636126284696626 0.22566697716712952 -0.12525902836411087 0.23725083589553833 -0.0018688931915105558 0.22834640524274594 -0.009535504314624469 -0.030908840143285092 0.013591888291495187 0.15398138441822745 0.11047548850377402 -0.014106391770206266 -0.034372719054791466 -0.0037809421834738362 0.071593485551495709 -0.011938303752117848 -0.0078961847761402967 0.055979860291552185 -0.022132835286198624 -0.036481630784541974 -0.01082543779574827 0.020323649235069751 0.0045594764577931374 -0.02149527388203331 -0.021977062488264851 -0.020725286174827901 -0.07600835646282543 leaf_weight=53 215 33 50 53 24 952 53 24 49 32 54 20 204 37 3084 201 21 22 30 1483 67 46 31 156 105 67 3256 633 217 42 29 1298 600 71 55 leaf_count=53 215 33 50 53 24 952 53 24 49 32 54 20 204 37 3084 201 21 22 30 1483 67 46 31 156 105 67 3256 633 217 42 29 1298 600 71 55 internal_value=0 0.100875 0.0824558 0.328008 0.0566348 0.0478136 0.21311 0.028934 -0.0131094 0.0027347 0.0228735 0.000881152 -0.000435568 0.0435557 -0.00371311 0.0304835 0.122694 0.0133024 -0.00835251 -0.020569 -0.0197637 -0.0156552 0.00387824 -0.0223925 -0.0151548 0.0100533 -0.0238422 -0.0318391 -0.0166577 -0.0130724 -0.0218307 -0.020048 -0.0200197 -0.0140634 -0.0760582 internal_weight=0 1296 1263 106 1157 1133 103 1030 12071 3866 1006 3834 3793 263 3530 416 41 226 3114 8205 8101 3188 148 4913 839 134 4074 789 3040 1525 3285 1515 705 117 104 internal_count=13367 1296 1263 106 1157 1133 103 1030 12071 3866 1006 3834 3793 263 3530 416 41 226 3114 8205 8101 3188 148 4913 839 134 4074 789 3040 1525 3285 1515 705 117 104 cat_boundaries=0 4 8 9 13 17 18 21 25 26 30 34 35 36 40 44 cat_threshold=768 2097232 3274178816 32800 0 0 2621696 32768 64 138429465 2287697920 541481984 512 16385 32768 4603904 512 3143 67108864 16384 65536 1897476224 1367345152 9470659 20996304 1280 0 0 0 35651584 0 8840 0 35655680 130 1134 1090519040 0 1081858 4194432 0 33554952 0 10 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=36 num_cat=15 split_feature=25 4 25 26 15 24 26 13 25 4 24 8 4 2 25 24 8 11 0 25 25 6 3 24 25 26 25 24 11 12 10 25 25 6 26 split_gain=150080 179162 74844.4 160249 46407.1 33445.6 25162 17016.4 13986.5 15716 12437 6026.95 5359.67 14410.5 5542.65 14592.8 5022.37 4727.48 4194.01 3408.65 803.667 589.641 1753.14 415.446 1022.09 2680.38 519.981 308.093 496.981 200.871 185.124 134.632 110.45 83.1358 62.0283 threshold=0 272.07425000000006 1 2022.5000000000002 32.879500000000014 2 2022.5000000000002 28.495000000000005 3 149.69580000000005 4 89.585000000000008 7.2030000000000003 14.3635 5 6 162.18600000000004 7.5980000000000016 117.56000000000002 7 8 4.2186000000000012 0.46289950000000007 9 10 2022.5000000000002 11 12 5.7870000000000008 12.854965500000002 16.763500000000004 13 14 13.432500000000003 2022.5000000000002 decision_type=9 2 9 2 2 1 2 2 9 2 1 2 2 2 9 1 2 2 2 9 9 2 2 1 9 2 9 1 2 2 2 9 9 2 2 left_child=1 2 3 -1 5 6 -4 10 9 11 -7 12 14 17 15 -2 -13 -14 -16 34 21 27 33 24 25 -22 30 28 -21 -28 -25 -29 -26 -23 -10 right_child=8 -3 4 -5 -6 7 -8 -9 19 -11 -12 16 13 -15 18 -17 -18 -19 -20 20 23 22 -24 26 32 -27 29 31 -30 -31 -32 -33 -34 -35 -36 leaf_value=-0.033453826184542672 0.085872561899820954 0.82802251064416144 0.39238144741058351 0.74417883729034995 0.49169868707656861 0.069145621432632698 0.07965229730561095 0.29207583407560989 -0.09071976613025276 0.22341030552983285 -0.0038282578722997145 0.23487833499908448 -0.0018502035620165805 0.22606294046130937 -0.009440149310114854 -0.030614399548390465 0.013455967903137207 0.15244157227602873 0.10937072881062826 -0.013927315015440082 -0.03402899114053641 -0.0031445248126983644 0.070877550628877448 -0.031145186834279519 -0.0078240890088288693 0.055420064107695621 -0.021920766833812739 -0.010721952568591955 0.021370140122386014 0.0045138808776592392 -0.061962293028831487 -0.021220177098999635 -0.021810901795213597 -0.020518033303005594 -0.075248273253440856 leaf_weight=53 215 33 50 53 24 356 53 24 49 32 650 20 204 37 3084 201 21 22 30 1472 67 45 31 769 105 67 3275 217 41 29 20 1288 604 71 55 leaf_count=53 215 33 50 53 24 356 53 24 49 32 650 20 204 37 3084 201 21 22 30 1472 67 45 31 769 105 67 3275 217 41 29 20 1288 604 71 55 internal_value=0 0.099866 0.0816313 0.324728 0.0560684 0.0473355 0.210979 0.0286447 -0.0129787 0.00270879 0.0226448 0.000873796 -0.000429741 0.0431202 -0.00367439 0.0301918 0.121467 0.0131693 -0.00826898 -0.0203646 -0.0195674 -0.0154342 0.00407429 -0.0221811 -0.0150744 0.00995279 -0.0236046 -0.0164356 -0.0128856 -0.0216233 -0.0315268 -0.0197872 -0.0198771 -0.0137783 -0.0752976 internal_weight=0 1296 1263 106 1157 1133 103 1030 12071 3866 1006 3834 3793 263 3530 416 41 226 3114 8205 8101 3165 147 4936 843 134 4093 3018 1513 3304 789 1505 709 116 104 internal_count=13367 1296 1263 106 1157 1133 103 1030 12071 3866 1006 3834 3793 263 3530 416 41 226 3114 8205 8101 3165 147 4936 843 134 4093 3018 1513 3304 789 1505 709 116 104 cat_boundaries=0 4 8 9 13 14 18 19 22 26 27 31 35 36 40 44 cat_threshold=768 2097232 3274178816 32800 0 0 2621696 32768 64 138429465 2287697920 541481984 512 3090 16385 32768 4603904 512 3143 67108864 16384 65536 1897476224 1358956544 9470659 20996304 1280 0 0 0 35651584 0 8840 0 35655680 1134 1090519040 0 1081858 4194432 0 33554952 0 10 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=32 num_cat=6 split_feature=25 4 25 26 15 1 1 2 25 4 9 8 4 2 25 5 8 11 0 25 1 25 6 3 8 10 11 2 1 6 26 split_gain=147107 175594 73351.7 157060 45482.4 37540.2 35267.9 17103.8 13710.8 15403.1 10421.3 5906.88 5252.66 14123.7 5436.05 9362.33 4922.42 4633.41 4110.55 3340.72 3022.47 787.563 577.967 1718.25 390.365 343.433 302.418 274.851 186.734 81.4814 60.7939 threshold=0 272.07425000000006 1 2022.5000000000002 32.879500000000014 26.134500000000006 228.56250000000003 279.07800000000003 2 149.69580000000005 22.111000000000004 89.585000000000008 7.2030000000000003 14.3635 3 8.3918550000000014 162.18600000000004 7.5980000000000016 117.56000000000002 4 113.47200000000001 5 4.2186000000000012 0.46289950000000007 39.972000000000008 36.358250000000005 20.130000000000006 17.424400000000006 5.5611600000000019 13.432500000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 7 20 10 9 11 -4 12 14 17 15 -2 -13 -14 -16 30 -7 22 26 29 25 27 28 -23 -21 -24 -10 right_child=8 -3 4 -5 -6 6 -8 -9 19 -11 -12 16 13 -15 18 -17 -18 -19 -20 21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=-0.033119289110291682 0.01862589019033915 0.81974226980498344 0.029598823975926104 0.73673704309283561 0.48678170005480448 0.34431978866971774 0.017256672494113445 0.31225152469816664 -0.089812567477323579 0.22117620021104814 -0.1566024515321178 0.23252954983711241 -0.0018317019793332792 0.22380230519417171 -0.0093457478000380789 0.21823495635986331 0.013321414220900763 0.15091716121543539 0.10827702633539836 -0.017156440090299801 0.49782386157823644 -0.0213876727697557 -0.0031130800909466216 0.07016877472400665 -0.06502737016904922 -0.063174885749816903 0.019850289766555246 -0.042922978917757669 -0.0062743595166656072 -0.020312853060977562 -0.074495789880102331 leaf_weight=53 391 33 989 53 24 29 40 21 49 32 31 20 204 37 3084 25 21 22 30 2828 23 4835 45 31 21 20 23 60 167 71 55 leaf_count=53 391 33 989 53 24 29 40 21 49 32 31 20 204 37 3084 25 21 22 30 2828 23 4835 45 31 21 20 23 60 167 71 55 internal_value=0 0.0988724 0.0808201 0.321481 0.0555134 0.0468679 0.240494 0.0297559 -0.012849 0.00268313 0.0239398 0.000866499 -0.000423987 0.042689 -0.00363608 0.0299028 0.120252 0.0130377 -0.00818629 -0.0201617 0.412216 -0.0193725 -0.0152809 0.00403354 -0.0219599 -0.0218206 -0.0162723 -0.0216516 -0.0165497 -0.0136405 -0.0745446 internal_weight=0 1296 1263 106 1157 1133 92 1041 12071 3866 1020 3834 3793 263 3530 416 41 226 3114 8205 52 8101 3165 147 4936 4915 3018 4895 2995 116 104 internal_count=13367 1296 1263 106 1157 1133 92 1041 12071 3866 1020 3834 3793 263 3530 416 41 226 3114 8205 52 8101 3165 147 4936 4915 3018 4895 2995 116 104 cat_boundaries=0 4 8 12 16 19 23 cat_threshold=768 2097232 3274178816 32800 0 0 2621696 32768 138429465 2287697920 541481984 512 16385 32768 4603904 512 67108864 16384 65536 1897476224 1358956544 9470659 20996304 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=40 num_cat=15 split_feature=25 4 25 26 24 1 6 7 5 2 25 15 5 1 24 0 25 5 25 2 10 25 4 24 25 3 3 0 26 13 25 3 2 0 24 25 25 24 26 split_gain=144215 204802 70658 153934 43176 37409.9 27397.5 27284.3 24484.2 17740.7 16652 32647.4 25409 12929.4 10717.1 8482.35 7286.93 6839.52 6619.61 5220.67 21894 3247.34 3093.39 2563.76 2903.33 2448.03 2066.2 1745.92 1380.48 763.183 674.855 583.209 2580.54 526.409 408.323 1003.93 510.157 259.367 59.5841 threshold=0 272.07425000000006 1 2022.5000000000002 2 26.134500000000006 2.8373970000000006 198.34750000000003 2.822397 272.07425000000006 3 3.4720000000000004 8.3918550000000014 181.87500000000003 4 109.32500000000002 5 31.236250000000002 6 14.462000000000002 1.3489065000000002 7 14.462000000000002 8 9 16.594211000000005 64.377100000000027 2.2701700000000007 2022.5000000000002 1.0216500000000004 10 3.9850000000000008 5.7450000000000001 5.4166050000000006 11 12 13 14 2022.5000000000002 decision_type=9 2 9 2 1 2 2 2 2 2 9 2 2 2 1 2 9 2 9 2 2 9 2 1 9 2 2 2 2 2 9 2 2 2 1 9 9 1 2 left_child=1 2 3 -1 5 6 8 9 -4 13 11 12 14 -6 28 16 -16 -14 19 23 22 38 33 26 27 -26 29 -25 -2 -12 31 37 -33 -21 35 -32 -36 -23 -20 right_child=10 -3 4 -5 7 -7 -8 -9 -10 -11 18 -13 17 -15 15 -17 -18 -19 21 20 -22 30 -24 24 25 -27 -28 -29 -30 -31 34 32 -34 -35 36 -37 -38 -39 -40 leaf_value=-0.032788091335656508 0.062735864765503829 0.92063950792948401 0.18230102673638612 0.72936965960376665 -0.020521611615894289 0.52267166252136232 -0.16149737727257513 0.37276298379898071 -0.12915982025010248 0.29115503837168216 -0.02073250219119098 0.43053287196159362 0.37404681202769285 0.20714175352683434 0.050823893893149591 0.18124495029449464 -0.03526186010487363 0.14451942766034925 -0.088914442548946454 -0.0097613387668857004 0.35973219764232639 -0.0060025241208895479 0.12902541291713715 -0.015299559016643607 0.011117334512738209 0.10454359679386534 0.08341036033630371 0.030248334843625307 0.12914564675298229 0.015797980268796287 0.010074737912250891 -0.012016939881029507 0.10629300534725189 0.041783347907273664 -0.030982663085374128 -0.019469775635754284 -0.021190270508370294 -0.017490605012729178 -0.073750831352038818 leaf_weight=53 68 30 256 53 615 25 31 20 28 20 1221 20 20 26 114 22 487 37 49 143 20 252 20 885 853 29 20 93 58 60 134 151 21 23 789 709 3304 2553 55 leaf_count=53 68 30 256 53 615 25 31 20 28 20 1221 20 20 26 114 22 487 37 49 143 20 252 20 885 853 29 20 93 58 60 134 151 21 23 789 709 3304 2553 55 internal_value=0 0.10428 0.0834739 0.318266 0.0554376 0.146037 0.120781 0.00874567 0.151594 -0.00213616 -0.0120732 0.0310523 0.0215249 -0.0112872 0.00603591 -0.0114306 -0.0186738 0.225055 -0.0152268 -0.00342617 0.0453413 -0.0201725 0.0115358 -0.00661514 0.000956062 0.0140301 -0.0173137 -0.0108573 0.0864448 -0.0190215 -0.0193754 -0.0153945 0.00242788 -0.00261961 -0.0217403 -0.0147104 -0.0231488 -0.0165423 -0.0737992 internal_weight=0 1157 1127 106 1021 340 315 681 284 661 12210 826 806 641 749 623 601 57 11384 3367 206 8017 186 3161 1860 882 1301 978 126 1281 7913 2977 172 166 4936 843 4093 2805 104 internal_count=13367 1157 1127 106 1021 340 315 681 284 661 12210 826 806 641 749 623 601 57 11384 3367 206 8017 186 3161 1860 882 1301 978 126 1281 7913 2977 172 166 4936 843 4093 2805 104 cat_boundaries=0 4 8 9 13 14 18 22 25 26 30 34 35 39 43 44 cat_threshold=768 2097232 3257401600 32768 0 0 2621696 32768 3138 134234113 65536 20971520 544 2064 16384 65536 0 544 4719640 3361374208 537287680 4210688 67108864 16384 65536 2500 525320 3222405120 536870912 4210688 1896951936 285214720 9470659 16785616 1280 0 0 0 35651584 0 8840 0 35655680 2 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=39 num_cat=17 split_feature=25 15 7 25 26 0 13 7 24 25 0 3 3 24 25 24 25 26 0 2 3 25 24 25 6 0 24 25 26 25 24 24 11 12 1 25 6 26 split_gain=141374 109791 82185.2 75086.7 146353 54472.9 43863.1 41557.5 22000.5 13161.2 7239.6 7249.56 27908.6 6399.48 10254.9 10258.1 6802.29 11237.1 5863.41 5294.51 3652.67 3209.03 2492.49 757.084 563.162 1682.79 400.206 984.622 2626.46 500.397 588.172 302.239 481.797 196.819 149.523 110.698 72.6666 58.3984 threshold=0 32.879500000000014 36.89500000000001 1 2022.5000000000002 315.60100000000006 23.944000000000003 239.51250000000002 2 3 211.57500000000002 16.594211000000005 21.435039000000003 4 5 6 7 2022.5000000000002 27.415980000000005 15.306500000000002 181.87500000000003 8 9 10 4.2186000000000012 0.37739999999999996 11 12 2022.5000000000002 13 14 15 5.7870000000000008 12.854965500000002 0.83800000000000019 16 30.543500000000005 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 1 9 2 2 2 1 9 1 9 2 2 2 2 9 1 9 2 2 1 9 2 9 1 1 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 8 -4 -5 10 11 13 -13 14 15 -2 17 -15 20 -16 -14 37 -18 24 31 36 27 28 -25 30 -28 32 -23 -31 -33 -29 -26 -11 right_child=9 -3 7 5 -6 -7 -8 -9 -10 21 -12 12 18 16 19 -17 22 -19 -20 -21 -22 23 -24 26 25 -27 29 35 -30 33 -32 34 -34 -35 -36 -37 -38 -39 leaf_value=-0.032460213787150832 0.11905931196925117 0.71706037827900471 0.74533948580423992 0.084407629563913247 0.71069215450646739 0.54586354460035058 0.42234214697565348 0.17952461414337159 -0.011245925779372579 -0.088025296756199425 0.1757690505186717 0.38738608463950774 -0.022576789566448756 0.15706886315749863 -0.0037404731947809108 0.0021968626379966737 -0.0081697569458215203 -0.043549838695886002 0.16078527545928956 0.077872809556401551 0.11603087706999345 -0.013474273382756941 -0.033001820727246972 -0.033546580618886809 -0.0065805625626184404 0.084739122986793522 -0.011016772784382465 -0.0073720159530639654 0.054998255736792262 -0.021272174409821005 -0.035275132577304337 -0.020321672038494571 0.021279792335883872 0.0048945223874059217 -0.0086856012266750132 -0.021193723275116875 -0.026601866375316276 -0.073013325030153439 leaf_weight=53 154 28 27 354 53 21 28 25 707 49 24 23 140 59 1480 150 834 53 25 84 22 1472 818 67 103 22 156 105 67 3275 633 1385 41 29 120 604 22 55 leaf_count=53 154 28 27 354 53 21 28 25 707 49 24 23 140 59 1480 150 834 53 25 84 22 1472 818 67 103 22 156 105 67 3275 633 1385 41 29 120 604 22 55 internal_value=0 0.0969265 0.0839971 0.0673487 0.309882 0.0410266 0.0316682 0.473313 0.0213582 -0.0125962 0.00262143 0.00154665 0.0586735 -0.00175639 0.0111196 0.0633033 -0.0153675 0.0570403 0.0182436 0.000638765 -0.00375353 -0.0197609 -0.0205901 -0.0189874 -0.0149758 0.00408994 -0.0215242 -0.0145644 0.00998099 -0.0229186 -0.0306767 -0.0159541 -0.0124502 -0.020979 -0.0192659 -0.0192778 -0.0101043 -0.0730612 internal_weight=0 1296 1268 1216 106 1110 1089 52 1061 12071 3866 3842 210 3632 1868 304 1764 112 187 1564 162 8205 1652 8101 3165 147 4936 843 134 4093 789 3018 1513 3304 1505 709 125 104 internal_count=13367 1296 1268 1216 106 1110 1089 52 1061 12071 3866 3842 210 3632 1868 304 1764 112 187 1564 162 8205 1652 8101 3165 147 4936 843 134 4093 789 3018 1513 3304 1505 709 125 104 cat_boundaries=0 4 8 9 13 14 18 19 22 25 26 30 31 35 39 40 41 45 cat_threshold=768 2097232 3274178816 32800 0 0 2621696 32768 1106 138429465 2287697920 541481984 512 2583 134234113 32768 0 512 21 0 589824 4456448 67108864 16384 65536 1288 1897476224 1358956544 9470659 20996304 1280 0 0 0 35651584 0 8840 0 35655680 130 1134 0 33554952 0 10 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=27 num_cat=9 split_feature=25 4 25 26 0 0 0 4 4 5 15 15 11 7 25 25 2 9 25 25 24 24 26 5 25 15 split_gain=173800 73397.1 40617.7 165424 38334.5 40640.2 36807.9 31199.8 32314 25968.3 17170.2 32589.9 15989.1 27565.8 11354.9 6823.37 5466.55 18090.6 6734.54 4480.24 20707.5 2737.3 2407.27 1077.52 617.914 573.713 threshold=0 272.07425000000006 1 2022.5000000000002 131.43000000000004 228.56250000000003 315.60100000000006 29.205000000000002 115.96500000000002 172.87500000000003 32.879500000000014 54.601700000000001 38.841000000000015 25.505000000000003 2 3 14.3635 17.791185000000006 4 5 6 7 2022.5000000000002 46.247999999999998 8 129.58650000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 9 9 1 1 2 2 9 2 left_child=1 2 3 -1 7 -6 -7 12 -9 10 14 -12 13 -4 16 22 19 18 -18 20 -2 -21 -16 24 -17 -13 right_child=9 -3 4 -5 5 6 -8 8 -10 -11 11 25 -14 -15 15 23 17 -19 -20 21 -22 -23 -24 -25 -26 -27 leaf_value=-0.065093710334212698 0.12521267128639482 0.58775157451629645 0.049877739593104868 0.74173697372277569 0.68192799886067701 -0.16467391300201417 0.44202152585983279 0.62342270231246955 0.097136260100773392 0.25004604126277724 0.48524641370773319 0.042211148827164265 -0.19966997921466828 0.30905506012051603 -0.055539059783473163 -0.04338797667087653 0.074593150536876082 0.32447244825817295 -0.024785730548202992 0.00140755301723837 -0.01354057306765344 -0.01529503505998552 -0.1423149710316812 0.054188386559486386 -0.018863702872560097 -0.024269774794578553 leaf_weight=54 137 32 899 48 21 20 20 20 28 38 20 27 24 43 66 107 111 21 150 1948 399 1971 62 20 7111 25 leaf_count=54 137 32 899 48 21 20 20 20 28 38 20 27 24 43 66 107 111 21 150 1948 399 1971 62 20 7111 25 internal_value=0 0.114265 0.102363 0.286503 0.0814683 0.325696 0.138674 0.0675795 0.316422 -0.0109525 -0.0117761 0.142193 0.0552147 0.0617086 -0.012692 -0.0204461 -0.000590127 0.0421063 0.0193872 -0.00329412 0.0235681 -0.0070103 -0.0905008 -0.019084 -0.0193135 0.0102492 internal_weight=0 1209 1177 102 1075 61 40 1014 48 12213 12175 72 966 942 12103 7366 4737 282 261 4455 536 3919 128 7238 7218 52 internal_count=13422 1209 1177 102 1075 61 40 1014 48 12213 12175 72 966 942 12103 7366 4737 282 261 4455 536 3919 128 7238 7218 52 cat_boundaries=0 4 7 11 14 17 21 22 23 26 cat_threshold=67109632 80 3261726976 32800 0 0 6291712 138953753 3362824712 537203712 35668480 0 16384 16777216 134218752 2151677952 536870912 134234113 0 65536 512 22 1611 0 524288 16384 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=27 num_cat=8 split_feature=25 4 24 5 3 1 4 8 25 26 25 15 15 26 5 25 8 25 2 9 26 25 26 5 25 15 split_gain=170339 71936.5 29018.9 25451.4 23549 90362.7 31217.7 21341.5 45883.9 123383 20577.5 16828.3 31941.4 12382.9 11635.8 11133.4 8767.41 6687.41 5235.13 17896.6 4339.61 4127.15 2359.36 1056.1 616.971 562.296 threshold=0 272.07425000000006 1 172.87500000000003 105.004 21.947000000000003 29.205000000000002 15.587750000000002 2 2022.5000000000002 3 32.879500000000014 54.601700000000001 2022.5000000000002 42.110000000000007 4 178.65425000000002 5 14.3635 17.791185000000006 2022.5000000000002 6 2022.5000000000002 46.247999999999998 7 129.58650000000003 decision_type=9 2 1 2 2 2 2 2 9 2 9 2 2 2 2 9 2 9 2 2 2 9 2 2 9 2 left_child=1 2 7 11 6 -6 10 8 13 -10 20 15 -13 -1 -12 16 18 22 21 -20 -4 -2 -17 24 -19 -14 right_child=3 -3 4 -5 5 -7 -8 -9 9 -11 14 12 25 -15 -16 17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.16222846471346342 0.03344097596885514 0.58187405288219451 0.12577361017970717 0.24754557609558106 -0.035084785188947407 0.80752598583698276 0.39870483655195971 -0.091691777805487304 0.082411993323145694 0.67953428767277646 0.033210691289003218 0.48039395916461941 0.041789039682458951 -0.03450969442488655 -0.1824037330941512 -0.054983668688571817 0.19006339311599732 -0.022771472320585975 0.017607336331898135 0.3212277364730835 0.25240097789764404 -0.0066380714028225034 -0.14089182184588525 0.053646497488021846 -0.016494442296648572 -0.024027076709270477 leaf_weight=65 264 32 59 38 35 20 26 24 74 65 670 20 27 63 26 66 24 2958 257 21 50 4171 62 20 4260 25 leaf_count=65 264 32 59 38 35 20 26 24 74 65 670 20 27 63 26 66 24 2958 257 21 50 4171 62 20 4260 25 internal_value=0 0.113123 0.101339 -0.0108422 0.070132 0.271319 0.0576603 0.187503 0.219622 0.337371 0.0466452 -0.0116576 0.140771 0.0606575 0.0247998 -0.0125644 -0.000581116 -0.0202424 -0.00155317 0.0405427 0.168409 -0.00419187 -0.0895958 -0.018894 -0.0191212 0.0101467 internal_weight=0 1209 1177 12213 886 55 831 291 267 139 805 12175 72 128 696 12103 4737 7366 4713 278 109 4435 128 7238 7218 52 internal_count=13422 1209 1177 12213 886 55 831 291 267 139 805 12175 72 128 696 12103 4737 7366 4713 278 109 4435 128 7238 7218 52 cat_boundaries=0 4 5 7 11 15 18 22 26 cat_threshold=67109632 80 3261726976 32800 2592 512 64 0 0 38404096 32768 138953753 3362824712 537203712 35668480 0 16384 16777216 16385 0 65536 512 44304514 67834276 276842548 4199707 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=28 num_cat=11 split_feature=25 4 24 10 25 26 1 3 1 4 25 15 15 19 25 24 8 7 24 26 25 26 25 24 26 15 25 split_gain=166950 70505 28441.4 38853.9 54471.5 192402 26229.2 23080.3 88564.5 30596.5 20168 16319.1 31305.7 12761.1 10313.6 10275.6 7689.69 6185.86 5160.6 4253.25 3660.03 3658.78 740.481 769.317 561.327 551.106 180.055 threshold=0 272.07425000000006 1 5.2470000000000008 2 2022.5000000000002 8.3918550000000014 105.004 21.947000000000003 29.205000000000002 3 32.879500000000014 54.601700000000001 64.847000000000023 4 5 178.65425000000002 198.34750000000003 6 2022.5000000000002 7 2022.5000000000002 8 9 2022.5000000000002 129.58650000000003 10 decision_type=9 2 1 2 9 2 2 2 2 2 9 2 2 2 9 1 2 2 1 2 9 2 9 1 2 2 9 left_child=1 2 3 4 6 -6 21 9 -9 10 19 13 -13 14 16 -12 17 18 -2 -4 24 -1 23 -22 -16 -14 -24 right_child=11 -3 7 -5 5 -7 -8 8 -10 -11 15 12 25 -15 20 -17 -18 -19 -20 -21 22 -23 26 -25 -26 -27 -28 leaf_value=0.088836704460350246 0.0083985265686333816 0.57605532914400104 0.12451586998115152 -0.21204345822334289 0.032189394255815927 0.87085714246712487 0.42807136750221253 -0.034733940260750912 0.79945072650909421 0.39471779053027817 0.09640473764867355 0.47559004068374633 0.04137114763259888 0.24075664371252062 -0.05577501973109459 0.0040972157330917457 0.1744985097885132 0.16223953454390816 -0.012648057011077657 0.24987696437835696 -0.0078250868453248364 -0.013989325156578651 -0.036234422604242963 -0.018157512800968733 -0.097353814140198724 -0.023786807060241701 -0.020935802506517734 leaf_weight=74 2314 32 59 22 59 51 20 35 20 26 146 20 27 20 67 550 25 23 2327 50 1124 65 110 2310 63 25 3758 leaf_count=74 2314 32 59 22 59 51 20 35 20 26 146 20 27 20 67 550 25 23 2327 50 1124 65 110 2310 63 25 3758 internal_value=0 0.111991 0.100326 0.185628 0.225052 0.385941 0.0841777 0.0694306 0.268606 0.0570837 0.0461787 -0.0107339 0.139363 -0.0116329 -0.0120493 0.0245518 -0.000414208 -0.00135266 -0.0021634 0.166725 -0.0193635 0.0407526 -0.0183579 -0.0148081 -0.0705015 0.0100452 -0.0214632 internal_weight=0 1209 1177 291 269 110 159 886 55 831 805 12213 72 12141 12121 696 4689 4664 4641 109 7432 139 7302 3434 130 52 3868 internal_count=13422 1209 1177 291 269 110 159 886 55 831 805 12213 72 12141 12121 696 4689 4664 4641 109 7432 139 7302 3434 130 52 3868 cat_boundaries=0 4 5 8 12 16 17 18 21 25 26 29 cat_threshold=67109632 80 3261726976 32800 2592 512 64 2147483648 0 0 38404096 32768 138429465 3362890248 537203712 35668480 1088 1111 0 16384 16777216 3776557152 587204611 1065546 16779460 1105 0 524288 2048 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=30 num_cat=7 split_feature=25 4 25 26 0 5 5 5 6 0 25 25 8 5 8 25 5 5 6 25 8 0 0 16 5 25 16 0 26 split_gain=163652 69099.4 26506.4 71598.6 44923.9 24911.3 21013.3 31752.5 21325.8 18095.3 15419.1 10397.2 8797.85 13771.1 4322.04 2935.09 7224.84 17198.5 3008.96 2924.76 2003.3 1462.67 3971.86 907.088 729.744 433.53 168.712 152.49 4.32498 threshold=0 272.07425000000006 1 2022.5000000000002 131.43000000000004 172.87500000000003 38.528000000000006 228.56250000000003 95.142500000000013 232.87500000000003 2 3 24.453750000000003 31.673250000000003 203.96813100000003 4 8.3918550000000014 31.236250000000002 26.251000000000001 5 32.448500000000003 79.037343000000007 50.532000000000004 14.771000000000001 48.477070000000005 6 27.420000000000005 176.53925000000004 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 9 9 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 3 -1 6 11 8 -8 10 -6 -4 12 15 14 20 16 18 -18 -2 28 -14 22 -17 24 25 -21 -25 -23 -13 right_child=5 -3 4 -5 9 -7 7 -9 -10 -11 -12 19 13 -15 -16 21 17 -19 -20 23 -22 27 -24 26 -26 -27 -28 -29 -30 leaf_value=0.018153889782457466 0.013421724697775092 0.57029476195573803 0.020379606040225758 0.43106673162123732 0.59880133485794074 0.2450045903105485 0.49309065571537725 -0.025373059152847245 0.30112246311072149 0.21760534965630732 0.12575352868117856 -0.068365206425650082 0.09928366621335348 0.3206933128833771 0.17254766416549683 -0.0057193151867716129 0.34790368210701716 -0.047916938118312664 -0.087591513039604316 -0.015193312807464443 -0.01004667901131044 -0.04045038629461218 0.11382080563477107 0.0089040067019285993 0.038062738646631657 -0.020510092475697017 0.046696231705801824 -0.0740592873537982 -0.072087542146876238 leaf_weight=83 605 32 708 85 20 38 27 21 33 33 167 57 21 20 20 3796 21 23 31 3018 83 27 28 27 23 4258 21 27 69 leaf_count=83 605 32 708 85 20 38 27 21 33 33 167 57 21 20 20 3796 21 23 31 3018 83 27 28 27 23 4258 21 27 69 internal_value=0 0.11088 0.0993314 0.214311 0.0772969 -0.0106273 0.0623521 0.266263 0.0515727 0.361453 0.0421611 -0.0114339 0.00023542 0.0771938 0.0379196 -0.00219539 0.0168242 0.140997 0.00849812 -0.0187514 0.0120296 -0.00555949 -0.00484402 -0.0178668 -0.018176 -0.0183538 0.0254381 -0.0572548 -0.0652269 internal_weight=0 1209 1177 168 1009 12213 956 48 908 53 875 12175 4702 144 124 4558 680 44 636 7473 104 3878 3824 7347 7299 7276 48 54 126 internal_count=13422 1209 1177 168 1009 12213 956 48 908 53 875 12175 4702 144 124 4558 680 44 636 7473 104 3878 3824 7347 7299 7276 48 54 126 cat_boundaries=0 4 7 10 14 18 21 25 cat_threshold=67109632 80 3261726976 32800 0 16 2097408 67109632 64 2147614720 138429457 3362824712 553980928 35668480 134234113 0 16842752 512 0 540672 16384 3776557120 587205635 1049162 16779460 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=26 num_cat=8 split_feature=25 4 25 26 0 5 5 5 6 0 15 15 25 25 25 2 9 25 25 1 26 16 5 25 15 split_gain=160428 67720.7 25972.6 70173.8 44025.4 24415.6 20592 31120.7 20898.7 17735.2 16139.4 30704.7 15132.2 10511.2 6506.12 5217.46 17315 6595.36 4270.02 8097.43 2294.34 1793.12 1018.13 606.765 537.04 threshold=0 272.07425000000006 1 2022.5000000000002 131.43000000000004 172.87500000000003 38.528000000000006 228.56250000000003 95.142500000000013 232.87500000000003 32.879500000000014 54.601700000000001 2 3 4 14.3635 17.791185000000006 5 6 51.072690000000009 2022.5000000000002 56.571140000000007 46.247999999999998 7 129.58650000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 9 9 9 2 2 9 9 2 2 2 2 9 2 left_child=1 2 3 -1 6 10 8 -8 12 -6 13 -12 -4 15 20 18 17 -17 19 -2 -15 -20 23 -16 -13 right_child=5 -3 4 -5 9 -7 7 -9 -10 -11 11 24 -14 14 22 16 -18 -19 21 -21 -22 -23 -24 -25 -26 leaf_value=0.017972349143890013 0.014496021486218647 0.56459181368350986 0.020178648741205008 0.42675605549531825 0.59281330776214602 0.24255453461094906 0.48815975401136613 -0.025119329297116827 0.2981112309658166 0.21542929967244465 0.47093944048881531 0.040809079364494044 0.12456704512827814 -0.053908786340193311 -0.0287555240699785 0.073564893884107113 0.31739482311975387 -0.024767940022051335 -0.0073357763387349763 0.19220741113026937 -0.13862491838393673 0.08759368205070496 0.052885805726051331 -0.017599496049199827 -0.023511952733993532 leaf_weight=83 509 32 708 85 20 38 27 21 33 33 20 27 167 66 581 111 21 150 3899 27 62 20 20 6637 25 leaf_count=83 509 32 708 85 20 38 27 21 33 33 20 27 167 66 581 111 21 150 3899 27 62 20 20 6637 25 internal_value=0 0.109783 0.0983505 0.212168 0.0765383 -0.0105213 0.0617438 0.2636 0.051073 0.357838 -0.0113198 0.137956 0.0417562 -0.0122079 -0.0196683 -0.000564245 0.0411481 0.0189214 -0.00320589 0.0230185 -0.0880632 -0.00683388 -0.0183389 -0.0185617 0.00988551 internal_weight=0 1209 1177 168 1009 12213 956 48 908 53 12175 72 875 12103 7366 4737 282 261 4455 536 128 3919 7238 7218 52 internal_count=13422 1209 1177 168 1009 12213 956 48 908 53 12175 72 875 12103 7366 4737 282 261 4455 536 128 3919 7238 7218 52 cat_boundaries=0 4 7 10 14 17 20 24 28 cat_threshold=67109632 80 3261726976 32800 0 16 2097408 67109632 64 2147614720 138953753 3362824712 537203712 35668480 0 16384 16777216 134218752 2151677952 536870912 134234113 0 65536 512 0 655520 8407040 4198400 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=17 num_cat=8 split_feature=10 25 25 15 4 24 0 8 5 1 25 24 25 25 25 5 split_gain=241317 135250 55963 57646.1 57125.9 36515.5 40547.5 25812.1 23940.3 11316.6 10025.5 6023.25 19285.4 6745.18 2645.05 2420.02 threshold=279.07800000000003 0 1 32.879500000000014 272.07425000000006 2 115.96500000000002 246.67500000000004 172.87500000000003 181.87500000000003 3 4 5 6 7 48.477070000000005 decision_type=2 9 9 2 2 1 2 2 2 2 9 1 9 9 9 2 left_child=1 2 -1 4 5 6 -4 8 10 -7 11 12 -3 -13 -12 -16 right_child=-2 7 3 -5 -6 9 -8 -9 -10 -11 14 13 -14 -15 15 -17 leaf_value=0.31099621374098979 1.0482410032098943 0.10003274074771948 0.11461071952037058 0.61181230545043952 0.55120295445124312 0.0026426404814091269 0.54209139545758567 0.34937386417388916 0.23407013416290284 0.21574950199860796 -0.056903037357364773 0.045585713543867701 0.0027572774810309263 -0.015790393706767568 -0.017221435410996477 0.085510448269222106 leaf_weight=112 22 218 294 20 24 599 24 20 40 26 163 187 1943 2028 7558 23 leaf_count=112 22 218 294 20 24 599 24 20 40 26 163 187 1943 2028 7558 23 internal_value=0 4.59378e-05 0.105775 0.0796021 0.0694178 0.0571561 0.142396 -0.009573 -0.0101712 0.0113267 -0.0109773 0.00113816 0.0129859 -0.0104272 -0.017802 -0.0168875 internal_weight=0 13279 1099 987 967 943 318 12180 12160 625 12120 4376 2161 2215 7744 7581 internal_count=13301 13279 1099 987 967 943 318 12180 12160 625 12120 4376 2161 2215 7744 7581 cat_boundaries=0 3 6 7 11 12 16 20 24 cat_threshold=768 2113616 1124598016 256 16384 524544 2136 205538329 3227036160 539431936 35656224 3095 67125249 32768 2097152 512 0 2148007936 262144 32 0 0 2147500032 32768 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=25 num_cat=9 split_feature=10 25 7 25 24 26 5 1 1 26 25 2 24 24 25 26 2 25 0 7 0 4 25 26 split_gain=236513 132623 77662.1 65912.7 41954.6 37720.3 23350.3 22682.9 22280.5 19060.9 10545.9 9277.3 6914.66 6820.24 16966.7 15359.8 8122.47 7564.16 7336.53 3393.98 2669.15 4042.13 3349.23 48.5086 threshold=279.07800000000003 0 36.89500000000001 1 2 2022.5000000000002 172.87500000000003 31.872000000000003 1.26895 2022.5000000000002 3 22.196000000000005 4 5 6 2022.5000000000002 14.462000000000002 7 57.876000000000012 183.80721500000004 79.037343000000007 71.02500000000002 8 2022.5000000000002 decision_type=2 9 2 9 1 2 2 2 2 2 9 2 1 1 9 2 2 9 2 2 2 2 9 2 left_child=1 2 3 5 8 -1 10 12 11 -9 13 -5 -6 17 15 -15 -16 23 -19 -4 21 22 -12 -3 right_child=-2 6 19 4 7 -7 -8 9 -10 -11 20 -13 -14 14 16 -17 -18 18 -20 -21 -22 -23 -24 -25 leaf_value=0.16974779162490577 1.0377585749192673 0.078043186792305541 0.58194154405593868 0.16395556633010108 0.026233168183380229 0.55022092223167418 0.23172943353652956 0.45624574756622316 -0.096687483452260498 0.034134709524071737 -0.0693600777028099 0.36554102630615232 -0.041836566921007838 0.010040067619290844 -0.0039475295972845907 0.12523491390855798 0.083740029377980266 -0.0199012287891897 0.1560706208149592 0.41685163898901506 -0.13032690877006167 0.12454445397853851 -0.016868332994765482 0.064562188036301565 leaf_weight=57 22 56 20 263 293 48 40 20 32 23 116 25 285 232 2186 231 111 1847 24 33 21 20 7245 51 leaf_count=57 22 56 20 263 293 48 40 20 32 23 116 25 285 232 2186 231 111 1847 24 33 21 20 7245 51 internal_value=0 4.83903e-05 0.104746 0.0867762 0.0574992 0.313793 -0.00947665 0.00874307 0.148984 0.230465 -0.0102792 0.181454 -0.00760058 0.00138492 0.0115251 0.0660858 0.000288619 -0.0127509 -0.0175502 0.47915 -0.0177233 -0.0174269 -0.0178127 0.0654965 internal_weight=0 13279 1099 1046 941 105 12180 621 320 43 12140 288 578 4738 2760 463 2297 1978 1871 53 7402 7381 7361 107 internal_count=13301 13279 1099 1046 941 105 12180 621 320 43 12140 288 578 4738 2760 463 2297 1978 1871 53 7402 7381 7361 107 cat_boundaries=0 3 6 7 11 12 13 17 21 25 cat_threshold=768 2113616 1124598016 256 16384 524544 89 205538329 3361253888 543626240 35656224 1314 992 201342977 32768 6291456 512 8 524288 262144 32 0 65664 18432 32768 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=19 num_cat=8 split_feature=10 25 25 15 4 26 24 0 8 5 1 25 24 25 25 25 5 26 split_gain=231807 129982 53780.5 56307.6 55928.7 35716 35352.6 39595.6 25268.2 22998 10899.6 9636.4 5804.33 18689.3 6567.57 2585.2 2375.68 2123.26 threshold=279.07800000000003 0 1 32.879500000000014 272.07425000000006 2022.5000000000002 2 115.96500000000002 246.67500000000004 172.87500000000003 181.87500000000003 3 4 5 6 7 48.477070000000005 2022.5000000000002 decision_type=2 9 9 2 2 2 1 2 2 2 2 9 1 9 9 9 2 2 left_child=1 2 5 4 6 -1 7 -4 9 11 -8 12 13 -3 -14 17 -17 -13 right_child=-2 8 3 -5 -6 -7 10 -9 -10 -11 -12 15 14 -15 -16 16 -18 -19 leaf_value=0.15978952966887375 1.0273810109225188 0.098434629293910253 0.11221514596572134 0.60402758502960208 0.54467715660730998 0.51716914141619652 0.0022262774325770411 0.53464798967043559 0.34576281213760374 0.22941213917732239 0.21136989263387826 -0.025813408199397998 -0.081339751801839694 0.0026750003816001979 -0.0060503454031563845 -0.016882303297624669 0.084904084101967203 -0.098161810542407801 leaf_weight=58 22 218 294 20 24 54 599 24 20 40 26 87 113 1943 2102 7558 23 76 leaf_count=58 22 218 294 20 24 54 599 24 20 40 26 87 113 1943 2102 7558 23 76 internal_value=0 4.71397e-05 0.103697 0.0780389 0.0679671 0.304876 0.0558345 0.139704 -0.00938259 -0.00997442 0.0107546 -0.0107645 0.0011136 0.0127441 -0.0102396 -0.0174555 -0.0165517 -0.0561044 internal_weight=0 13279 1099 987 967 112 943 318 12180 12160 625 12120 4376 2161 2215 7744 7581 163 internal_count=13301 13279 1099 987 967 112 943 318 12180 12160 625 12120 4376 2161 2215 7744 7581 163 cat_boundaries=0 3 6 7 11 12 16 20 24 cat_threshold=768 2113616 1124598016 256 16384 524544 2136 205538329 3227036160 539431936 35656224 3095 67125249 32768 2097152 512 67125248 32768 2097152 512 0 0 2147500032 32768 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=21 num_cat=7 split_feature=10 25 7 25 24 26 8 5 1 1 26 6 25 2 24 25 25 7 7 4 split_gain=227194 127395 75629.9 63482.9 40751 36271.4 24765.4 22540.3 21969 21888.5 18643.5 10272.3 9429.4 9036.17 5608.81 18398.2 6524.78 3336.2 2643.5 3130.05 threshold=279.07800000000003 0 36.89500000000001 1 2 2022.5000000000002 246.67500000000004 172.87500000000003 31.872000000000003 1.26895 2022.5000000000002 149.26580000000004 3 22.196000000000005 4 5 6 183.80721500000004 81.615000000000009 89.950000000000003 decision_type=2 9 2 9 1 2 2 2 2 2 2 2 9 2 1 9 9 2 2 2 left_child=1 2 3 5 9 -1 7 12 11 13 -10 -6 14 -5 15 -3 -16 -4 19 -14 right_child=-2 6 17 4 8 -7 -8 -9 10 -11 -12 -13 18 -15 16 -17 -18 -19 -20 -21 leaf_value=0.16645240934271563 1.0171071919527921 0.097493457877845094 0.57403953981399536 0.16122315151156583 0.0010257084460198126 0.53954702675342558 0.34230517888069151 0.22711801540851592 0.44964667940139769 -0.097191227767616517 0.032182418367137082 -0.2062100902557373 -0.017342534535575924 0.36017155799865719 0.045004547053787307 0.0025152819796865826 -0.015345744872338338 0.41036082126877527 -0.12936687605721611 0.10792112553119659 leaf_weight=57 22 218 20 263 553 48 20 40 20 32 23 25 7682 25 187 1955 2037 33 21 20 leaf_count=57 22 218 20 263 553 48 20 40 20 32 23 25 7682 25 187 1955 2037 33 21 20 internal_value=0 4.67716e-05 0.10266 0.0849206 0.0561945 0.307705 -0.00928865 -0.00987457 0.00815387 0.146351 0.226352 -0.00793778 -0.0106567 0.178493 0.00104928 0.0124467 -0.0100926 0.472126 -0.0173004 -0.0170173 internal_weight=0 13279 1099 1046 941 105 12180 12160 621 320 43 578 12120 288 4397 2173 2224 53 7723 7702 internal_count=13301 13279 1099 1046 941 105 12180 12160 621 320 43 578 12120 288 4397 2173 2224 53 7723 7702 cat_boundaries=0 3 6 7 11 12 16 20 cat_threshold=768 2113616 1124598016 256 16384 524544 89 205538329 3227167232 539431936 35656224 3095 67125249 32768 2097152 512 0 2148007936 262144 32 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=23 num_cat=9 split_feature=10 25 7 25 8 26 24 4 3 19 25 1 1 1 24 4 25 7 8 25 24 25 split_gain=222673 125648 67100.1 58971.6 47549.6 41567.9 34731 36578.6 15242.8 13536.3 9014.63 10605.9 7260.61 7347.43 6262.06 18319.7 8251.67 5013.41 1654.15 1252.9 2588.76 450.13 threshold=279.07800000000003 0 36.89500000000001 1 239.51250000000002 2022.5000000000002 2 1.2399500000000001 115.96500000000002 54.601700000000001 3 67.575000000000003 228.56250000000003 148.98750000000004 4 27.535980000000006 5 183.80721500000004 54.277999999999999 6 7 8 decision_type=2 9 2 9 2 2 1 2 2 2 9 2 2 2 1 2 9 2 2 9 1 9 left_child=1 2 3 5 6 -1 7 -5 -8 10 11 14 13 -13 15 -3 -16 -4 19 20 -12 -21 right_child=-2 9 17 4 -6 -7 8 -9 -10 -11 18 12 -14 -15 16 -17 -18 -19 -20 21 -22 -23 leaf_value=0.13550095436936718 1.006936114918102 0.0064014629192098663 0.56829910516738891 0.16292000143064392 0.53915530681610113 0.52135603220957627 -0.0084631345639476427 -0.25102845855381178 0.23888156120593732 0.2329953203512275 0.018921056877664679 0.086272517003511129 -0.041904135387052184 0.31590864582495259 -0.065143959136833823 0.2058175028385 -0.0060063548457831642 0.3698271714959826 -0.10771186736226081 -0.032656135385642285 -0.01429400368468437 -0.018998516923749077 leaf_weight=59 22 2323 20 297 20 53 597 23 26 23 251 38 22 22 256 47 2151 35 20 295 2562 4139 leaf_count=59 22 2323 20 297 20 53 597 23 26 23 251 38 22 22 256 47 2151 35 20 295 2562 4139 internal_value=0 4.72803e-05 0.100431 0.0838898 0.056069 0.29202 0.0464178 0.129132 0.00183006 -0.00936456 -0.00983198 0.000727552 0.113493 0.170472 -0.00120662 0.0103126 -0.0125395 0.441999 -0.0168703 -0.0166429 -0.0112737 -0.0199786 internal_weight=0 13279 1130 1075 963 112 943 320 623 12149 12126 4859 82 60 4777 2370 2407 55 7267 7247 2813 4434 internal_count=13301 13279 1130 1075 963 112 943 320 623 12149 12126 4859 82 60 4777 2370 2407 55 7267 7247 2813 4434 cat_boundaries=0 3 6 7 11 12 16 20 21 25 cat_threshold=768 2113616 1128792320 0 16384 34078976 2129 205538329 3361319424 2684687360 35656224 3095 67125249 32768 2147483648 512 18423968 587333632 11665930 20987920 1 33554432 128 18432 32768 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=31 num_cat=12 split_feature=8 25 24 6 25 26 1 5 24 11 25 24 5 2 25 25 24 26 25 24 9 26 2 1 26 25 26 2 26 26 split_gain=221377 179223 163612 89817.9 116286 49633.4 30783.4 97461.8 29083.1 26604.6 25940.3 23889.2 45439.7 13653 13370.6 10460.6 9949.88 17393 9013.58 9669.06 6511.27 6174.54 7606.71 4937.77 4459.41 3605.39 3213.84 2726.04 2238.31 127.149 threshold=312.55000000000013 0 1 29.757000000000005 2 2022.5000000000002 21.947000000000003 25.505000000000003 3 11.291750000000002 4 5 7.2080000000000002 47.321700000000014 6 7 8 2022.5000000000002 9 10 7.2080000000000002 2022.5000000000002 176.53925000000004 255.10500000000002 2022.5000000000002 11 2022.5000000000002 106.24644000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 2 2 2 1 2 9 1 2 2 9 9 1 2 9 1 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 10 9 29 16 11 12 14 18 -3 28 17 -8 19 -12 -17 27 -23 -18 -10 -20 -6 -15 -13 -4 right_child=-2 6 8 -5 26 -7 7 -9 24 -11 13 15 -14 21 -16 20 23 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.38148294390464316 1.0041674050417815 -0.0071167173505831162 0.11941819407045841 0.9902074069068546 0.14553866727011544 0.82714333178950294 0.25711817380858631 0.6282793771425883 -0.04948339685561165 0.38862430697679523 0.020600636043994546 0.11138110373393598 0.54666227579116822 0.073298516074816397 0.13919629162142735 -0.031468534742474866 -0.012596432806551457 -0.0022443820408412389 -0.0034774194973590284 -0.078628175187339056 0.15352239167690276 0.086364620055182514 0.31203313231468199 -0.17739254191517831 -0.16545327745165142 -0.016600152580341435 0.051054118810191992 -0.079052514615266217 0.036772835514484306 0.099324676759781391 leaf_weight=49 22 109 64 21 84 51 41 30 63 20 129 83 23 24 151 391 200 70 2864 408 20 59 20 20 70 7980 63 23 78 62 leaf_count=49 22 109 64 21 84 51 41 30 63 20 129 83 23 24 151 391 200 70 2864 408 20 59 20 20 70 7980 63 23 78 62 internal_value=0 0.000212057 0.179171 0.349327 0.308982 0.553427 -0.00732382 0.0812033 -0.00333936 0.0344447 -0.0100582 0.0427932 0.116508 -0.0140102 0.0829374 0.00494702 0.0130441 0.0858243 -0.0151685 -0.0548503 -0.0219329 0.089501 0.143496 -0.0263789 -0.102791 -0.0131407 0.0983545 -0.00125624 0.0708357 0.101477 internal_weight=0 13270 527 268 247 100 12743 381 259 351 12362 855 283 11507 260 572 331 111 11381 537 411 126 79 220 133 10844 147 47 161 126 internal_count=13292 13270 527 268 247 100 12743 381 259 351 12362 855 283 11507 260 572 331 111 11381 537 411 126 79 220 133 10844 147 47 161 126 cat_boundaries=0 3 4 7 8 12 13 16 19 20 24 25 29 cat_threshold=67108864 16464 18874624 2617 0 16384 18874624 1030 134234113 98304 2148220928 32768 1172 1 65536 2147483648 16384 65536 2147680256 2321 768 524288 1077936128 32 832 2152211480 3376556168 34872320 20992 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=24 num_cat=7 split_feature=8 25 24 6 25 26 0 0 25 2 25 24 0 25 4 4 10 1 1 2 26 26 26 split_gain=216971 175656 160357 88030.5 113972 48645.7 47895.5 49678.9 28745.8 24207.7 21446.2 27676.4 19461.6 16740.6 16491.1 15923.5 11923.2 11284.2 9195.27 3383.05 3218.91 3149.88 708.376 threshold=312.55000000000013 0 1 29.757000000000005 2 2022.5000000000002 172.87500000000003 220.33000000000001 3 47.321700000000014 4 5 338.28750000000008 6 1.1312500000000003 18.585000000000004 218.62500000000003 8.3230000000000022 189.44922000000003 255.10500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 2 2 2 9 2 9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 9 -8 22 10 11 13 -9 -3 17 -13 18 19 -12 -11 -10 -6 -4 right_child=-2 6 8 -5 21 -7 7 12 20 14 16 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.37766812266135702 0.99412569479508839 0.044548924074647181 0.13184697590177022 0.98030534199305952 0.14408327596528189 0.81887189210629929 0.59713786455301143 -0.096873397058056254 -0.059785969220101834 0.0086315720936037451 -0.014043277115599977 -0.017317770313033286 0.30323618841171263 0.20466518200360814 0.33530779326403581 0.18940865576267243 -0.25207750377200899 0.2874671930074692 0.15841446015142627 0.14489985899491745 -0.15859504531411564 0.050543580296493716 0.084610937982797618 leaf_weight=49 22 171 63 21 84 51 26 31 64 106 11564 544 20 120 27 40 21 20 31 22 68 63 64 leaf_count=49 22 171 63 21 84 51 26 31 64 106 11564 544 20 120 27 40 21 20 31 22 68 63 64 internal_value=0 0.000210343 0.177379 0.345834 0.305892 0.547893 -0.00725016 0.241393 -0.00330597 -0.00876745 -0.0104038 0.0370907 0.0600323 0.115182 0.108031 -0.00310525 -0.0140013 0.0665682 -0.0135822 0.0320527 -0.102893 0.097371 0.100157 internal_weight=0 13270 527 268 247 100 12743 77 259 12666 12491 875 51 291 175 584 11616 148 11595 128 132 147 127 internal_count=13292 13270 527 268 247 100 12743 77 259 12666 12491 875 51 291 175 584 11616 148 11595 128 132 147 127 cat_boundaries=0 3 4 7 9 13 14 17 cat_threshold=67108864 16464 18874624 2617 0 16384 18874624 0 80 134234369 98304 2148024320 33280 1172 134217984 65536 2147483648 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=33 num_cat=10 split_feature=25 4 24 0 0 25 6 24 25 2 24 25 26 0 0 26 3 25 5 25 9 26 15 3 26 26 2 2 26 25 0 26 split_gain=198167 156210 94482.6 37172.7 78029.7 31138.9 26398.2 20993.8 19963.9 24434.5 24191 18037.8 14425 13555.4 10590.4 6894.88 6794.85 9617.27 5426.56 5664.51 12002.5 5075.23 4375.87 3606.08 3061.23 2973.43 2511.79 5886.55 2070.84 2037.54 1629.55 173.353 threshold=0 272.07425000000006 1 172.87500000000003 220.33000000000001 2 121.76350000000002 3 4 47.321700000000014 5 6 2022.5000000000002 7.221000000000001 2.0785010000000006 2022.5000000000002 16.990000000000006 7 172.87500000000003 8 15.587750000000002 2022.5000000000002 69.465000000000018 57.065000000000012 2022.5000000000002 2022.5000000000002 69.727000000000018 176.53925000000004 2022.5000000000002 9 290.58750000000009 2022.5000000000002 decision_type=9 2 1 2 2 9 2 1 9 2 1 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 6 8 -5 7 15 24 10 18 12 28 -2 -14 26 -1 17 31 19 20 -10 -13 -21 -18 -4 -7 -11 -28 -9 -19 -6 -12 right_child=3 -3 5 4 30 25 -8 11 9 14 16 21 13 -15 -16 -17 23 29 -20 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 leaf_value=0.23307689194452194 0.045378622750978218 0.99955853072079748 0.042084437628923839 0.69997611419014305 -0.062014221411484938 -0.049415294265747076 0.66953673791885382 0.23177647914886476 -0.056031408045405434 0.15058423830912662 0.084541778408113083 -0.011678909355739378 0.22602321446919049 -0.054847213149070741 0.33730574083328252 0.35271634249707284 0.22011647117137909 -0.003225590253280381 0.11094772393362863 -0.01243258071616983 0.1640814699117954 0.12671113855433913 0.13205769073395501 0.032494027273995536 -0.058543600689980296 -0.15741991905065683 -0.035248981037655391 0.15156231710987705 0.32149237704726885 -0.048997362242755395 0.054923849105834963 0.060286596699764855 leaf_weight=105 148 22 59 23 26 50 20 50 525 39 61 53 122 20 20 89 20 167 35 10944 26 53 21 21 62 52 37 31 53 259 22 57 leaf_count=105 148 22 59 23 26 50 20 50 525 39 61 53 122 20 20 89 20 167 35 10944 26 53 21 21 62 52 37 31 53 259 22 57 internal_value=0 0.168388 0.142689 -0.00710201 0.221062 0.0518582 0.309177 0.0987585 -0.00839817 -0.0118534 0.0374246 0.15856 0.110646 0.186464 0.126088 0.287963 -0.00012291 -0.00948132 -0.0133803 -0.0137582 -0.0448313 0.0525578 -0.0121448 0.124017 -0.0087536 -0.0951482 0.0866075 0.049915 0.253344 -0.0315395 -0.00841761 0.0671358 internal_weight=0 668 646 12624 71 432 214 330 12553 11678 875 209 290 142 127 194 585 544 11551 11516 551 106 10965 41 121 102 107 68 103 426 48 118 internal_count=13292 668 646 12624 71 432 214 330 12553 11678 875 209 290 142 127 194 585 544 11551 11516 551 106 10965 41 121 102 107 68 103 426 48 118 cat_boundaries=0 3 4 7 8 12 13 15 19 23 26 cat_threshold=67108864 16464 2166358272 2593 0 80 2164260864 448 134234113 2195456 540672 33280 150 0 80 0 2162688 0 512 512 524800 1073741824 32 1 32768 16384 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=24 num_cat=6 split_feature=8 25 24 6 25 26 0 0 24 2 25 0 24 5 4 4 10 1 1 26 2 26 26 split_gain=211677 168885 155289 85368.5 112396 47498.8 46021.6 47551.4 28166.3 23233.6 20617.6 18980.4 17728.1 27843.3 15999.3 12967.4 12102.1 11000.1 10082.2 4252.64 3300.94 3179.48 123.068 threshold=312.55000000000013 0 1 29.757000000000005 2 2022.5000000000002 172.87500000000003 220.33000000000001 3 47.321700000000014 4 338.28750000000008 5 7.2080000000000002 1.1312500000000003 93.825000000000017 206.27675000000002 8.3230000000000022 189.44922000000003 2022.5000000000002 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 2 2 2 1 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 9 -8 22 10 12 -9 13 -3 17 -14 18 20 -12 -10 -11 -6 -4 right_child=-2 6 8 -5 21 -7 7 11 19 14 16 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.37220080395134125 0.98190957589582972 0.065617111742496487 0.11692708775401116 0.96444756962004163 0.14042545943033127 0.80817253318487436 0.58465432423811692 -0.095777853842704527 -0.049750832148960658 0.007763660178994233 -0.014124926690262659 0.29935368967056275 -0.0047738660960155131 0.39446586029870168 0.32967870553334555 0.25359665539860726 -0.24841762163422323 0.28307821321487431 0.17256901609486547 -0.16300023218563625 0.14236812288110906 0.046447287575593077 0.097158658812122975 leaf_weight=49 22 320 64 21 84 51 26 31 63 106 11396 20 676 28 27 20 22 20 29 70 22 63 62 leaf_count=49 22 320 64 21 84 51 26 31 63 106 11396 20 676 28 27 20 22 20 29 70 22 63 62 internal_value=0 0.000195078 0.173916 0.339676 0.30031 0.540497 -0.00712022 0.23661 -0.00385557 -0.00860754 -0.0102106 0.0591757 0.0321512 0.0895042 0.105817 0.00261303 -0.0140899 0.0649771 -0.013651 -0.101709 0.0308988 0.0937702 0.0993174 internal_weight=0 13270 527 268 247 100 12743 77 259 12666 12491 51 1044 348 175 696 11447 148 11425 133 128 147 126 internal_count=13292 13270 527 268 247 100 12743 77 259 12666 12491 51 1044 348 175 696 11447 148 11425 133 128 147 126 cat_boundaries=0 3 4 7 8 12 13 cat_threshold=67108864 16464 18874624 2617 0 16384 18874624 1030 134234377 98304 2148354048 33280 1172 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=22 num_cat=11 split_feature=8 25 24 25 24 1 0 7 25 25 3 10 2 25 24 24 24 2 2 25 1 split_gain=207465 167719 277788 45280.5 46274.6 23429.2 150108 27643.8 20478.1 18746.2 15194.9 15081.3 13288.4 8804.94 9527.33 6013.88 4787.2 4498.97 5802.25 3548.07 2644.88 threshold=312.55000000000013 0 1 2 3 21.947000000000003 35.061020000000006 36.89500000000001 4 5 11.555000000000001 28.768000000000004 47.321700000000014 6 7 8 9 243.26250000000002 79.037343000000007 10 3.4510000000000005 decision_type=2 9 1 9 1 2 2 2 9 9 2 2 2 9 1 1 1 2 2 9 2 left_child=1 2 -1 4 8 12 7 15 -3 11 20 16 13 14 -5 -7 -6 18 -14 -15 -10 right_child=-2 3 -4 5 9 6 -8 -9 10 -11 -12 -13 17 19 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.63772146436572075 0.97209047750993205 0.26023993803282919 0.0045448828202027539 0.020996606517181122 0.00050494205951690668 0.041472567827975163 0.85149813465450119 0.36283971718379426 0.080948383467538021 0.090995726501069407 0.35778572130203246 0.24929177427291868 0.1452994795555764 -0.0030142638734481655 -0.07743833182816301 -0.050250232636928564 -0.058207424956908345 0.2268134734630585 -0.0047825335201464201 -0.016046763743466239 -0.038783384323120118 leaf_weight=100 22 108 198 129 275 112 23 21 238 195 20 20 47 2853 408 165 281 20 57 7980 20 leaf_count=100 22 108 198 129 275 112 23 21 238 195 20 20 47 2853 408 165 281 20 57 7980 20 internal_value=0 0.000193127 0.230827 -0.00527899 0.0541556 -0.0111401 0.0731151 0.0130386 0.142308 0.00876505 0.0890478 -0.0201512 -0.0135028 -0.0146257 -0.0538404 -0.0134806 -0.0302058 0.0894576 0.063043 -0.0126204 0.0716669 internal_weight=0 13270 298 12972 1157 11815 321 298 386 771 278 576 11494 11370 537 277 556 124 104 10833 258 internal_count=13292 13270 298 12972 1157 11815 321 298 386 771 278 576 11494 11370 537 277 556 124 104 10833 258 cat_boundaries=0 3 4 8 9 13 17 21 22 23 24 28 cat_threshold=67108864 16448 2097408 2594 134234113 98320 2164932608 33280 1045 0 32784 16777216 512 134217729 32784 16793600 512 768 524288 1077936128 32 832 1348 2656 2152211480 3376556168 34937856 20480 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=21 num_cat=7 split_feature=25 25 7 10 15 24 25 5 8 10 25 0 5 24 25 5 8 8 8 10 split_gain=165601 66836.8 37509 24808.5 22622.9 14987.1 36261.5 32244.6 8136.43 5528.85 5855.44 4705.49 3632.96 3483.39 2042.17 717.27 679.291 1655.25 210.047 11.3109 threshold=0 1 174.00000000000003 41.645000000000003 30.432000000000006 2 3 113.47200000000001 46.946300000000001 149.68000000000004 4 6.3720000000000008 199.12500000000003 5 6 48.477070000000005 61.35625000000001 89.585000000000008 178.65425000000002 211.12500000000003 decision_type=9 9 2 2 2 1 9 2 2 2 9 2 2 1 9 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 -7 9 10 12 -1 13 -3 -12 -16 -10 -18 -19 -5 right_child=1 8 -4 19 -6 7 -8 -9 16 -11 14 -13 -14 -15 15 -17 17 18 -20 -21 leaf_value=0.28009258142298898 -0.035141309493080863 0.014785398408327953 0.36455541146107207 0.30163638043403629 0.37805846773087981 0.0062042167461355329 0.14434983483850072 0.33915830538670222 0.13237856507301332 -0.16362434784571331 -0.056496322082750725 0.44191318702697757 -0.13016839807683772 -0.0066483850686924464 -0.016457152076976591 0.037199389839172363 -0.0094661109149456035 0.078739990569927074 0.11939886550108592 0.29100110340118407 leaf_weight=177 169 1000 39 20 20 955 327 30 21 24 122 20 22 3033 7213 25 20 27 24 20 leaf_count=177 169 1000 39 20 20 955 327 30 21 24 122 20 22 3033 7213 25 20 27 24 20 internal_value=0 -0.00286962 0.0579163 0.0505317 0.0439817 0.0394702 0.0837067 0.0161807 -0.0112416 -0.0120047 -0.0116859 0.282196 -0.00200775 -0.00131361 -0.0169923 -0.0162494 0.082415 0.067637 0.0978736 0.296319 internal_weight=0 13111 1580 1541 1501 1481 496 985 11531 11439 11415 197 4055 4033 7360 7238 92 71 51 40 internal_count=13308 13111 1580 1541 1501 1481 496 985 11531 11439 11415 197 4055 4033 7360 7238 92 71 51 40 cat_boundaries=0 3 7 8 11 15 16 19 cat_threshold=0 16448 256 201343745 16 3238543360 32800 3140 134234112 0 17301504 2151679000 3229198984 581966848 39845888 1120 0 0 4653056 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=31 num_cat=9 split_feature=25 25 24 4 6 5 25 25 5 2 26 8 24 25 1 0 26 5 0 24 25 26 26 5 1 5 8 8 26 8 split_gain=162305 65520.7 25263.4 53634.9 37717.9 24062.9 23094.2 15187 12800.9 19158.9 11094.6 7974.59 6007.49 5296.97 5078.28 4611.85 13030.5 3534.51 3260.81 3620.4 2476.33 4043.18 1587.11 1313.98 751.652 729.871 665.773 1622.31 486.915 205.867 threshold=0 1 2 175.26000000000002 106.24644000000002 176.53925000000004 3 4 1.2399500000000001 154.53520000000003 2022.5000000000002 46.946300000000001 5 6 33.286525000000005 6.3720000000000008 2022.5000000000002 199.12500000000003 176.53925000000004 7 8 2022.5000000000002 2022.5000000000002 48.477070000000005 60.793000000000013 31.872000000000003 61.35625000000001 89.585000000000008 2022.5000000000002 178.65425000000002 decision_type=9 9 1 2 2 2 9 9 2 2 2 2 1 9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 left_child=15 2 3 4 6 7 14 12 9 -9 -8 13 28 17 -2 16 -1 18 19 -3 21 -15 -14 24 -22 -10 -13 -28 -4 -29 right_child=1 11 5 -5 -6 -7 10 8 25 -11 -12 26 22 20 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.19388083174988463 0.1437936610780004 0.012474740790970516 -0.077428665414001008 0.61598970341682435 0.51751111459732058 0.33560346464316049 0.074969360083341596 0.046330578576002902 -0.079163047699701214 0.36165567588806158 -0.033244166507374967 0.13105477758816311 0.02611477387578864 -0.0089621509611606601 0.31032176971435549 0.43749405956268311 0.36555193081844684 -0.12886671456423673 -0.10928883620670864 -0.007864214420039135 -0.016449973586535785 -0.12274098259503724 -0.034757238848087117 0.052351360321044926 0.044938307881355284 -0.16158372250470249 -0.0093714491128921509 0.077952593079319704 -0.11555740079459023 0.11820488135019938 leaf_weight=91 217 1313 66 20 20 24 208 527 21 20 174 21 95 64 20 20 86 22 28 2576 7327 61 78 28 20 22 20 27 68 24 leaf_count=91 217 1313 66 20 20 24 208 527 21 20 174 21 95 64 20 20 86 22 28 2576 7327 61 78 28 20 22 20 27 68 24 internal_value=0 -0.00284046 0.057344 0.104468 0.0900924 0.0228659 0.0762824 0.0147533 0.0440534 0.0578598 0.0250233 -0.0111296 -0.0416352 -0.011885 0.151456 0.279374 0.277292 -0.00246339 -0.00175973 -0.000985543 -0.0168076 -0.0597095 -0.00125771 -0.0160006 -0.0162829 -0.121332 0.0815909 0.0669607 -0.0900569 0.0968948 internal_weight=0 13111 1580 659 639 921 619 897 590 547 382 11531 307 11439 237 197 177 3939 3917 3889 7500 125 173 7375 7347 43 92 71 134 51 internal_count=13308 13111 1580 659 639 921 619 897 590 547 382 11531 307 11439 237 197 177 3939 3917 3889 7500 125 173 7375 7347 43 92 71 134 51 cat_boundaries=0 3 7 8 11 14 15 19 20 23 cat_threshold=0 16448 256 201343745 16 3238543360 32800 3141 1 16 3238002688 67108865 16 3221241856 642 2151679000 3229133448 580918272 35651584 1122 0 0 4653056 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=27 num_cat=8 split_feature=25 25 15 1 3 1 24 4 25 25 0 8 10 25 1 0 26 5 24 25 26 1 26 8 8 8 split_gain=159075 64216.8 28269.2 29372.2 56861.7 38739 21968.6 27997.9 17763.7 14312.6 9893.19 7815.89 5416.14 5657.34 4537.34 4520.07 12771.2 3159.37 3172.59 1912.01 3509.61 1181.34 1075.25 652.524 1590.02 201.77 threshold=0 1 32.879500000000014 26.134500000000006 11.555000000000001 42.960740000000008 2 207.80256000000003 3 4 7.221000000000001 46.946300000000001 149.68000000000004 5 263.60184000000004 6.3720000000000008 2022.5000000000002 205.12500000000003 6 7 2022.5000000000002 35.202750000000009 2022.5000000000002 61.35625000000001 89.585000000000008 178.65425000000002 decision_type=9 9 2 2 2 2 1 2 9 9 2 2 2 9 2 2 2 2 1 9 2 2 2 2 2 2 left_child=15 2 3 6 5 -5 9 8 -8 10 -2 12 13 17 -7 16 -1 18 -3 20 -15 -21 -11 -13 -25 -26 right_child=1 11 -4 4 -6 14 7 -9 -10 22 -12 23 -14 19 -16 -17 -18 -19 -20 21 -22 -23 -24 24 25 -27 leaf_value=0.19194201231002808 -0.0056053408569303057 0.012388098779437173 0.39072774323821063 0.48300411587953568 0.63787081301212312 0.041225908374786374 0.032399973442632367 0.39972662727038066 0.13476217604767193 -0.10315863978187993 0.22105457601093112 0.12974423703693208 -0.16183254430691402 -0.0088725280016660694 -0.12604718528687955 0.43311912345886228 0.36189641776473025 -0.12511366707938057 -0.0069821773185749537 -0.016710955703304459 -0.11627278591024466 0.039949007227614124 -0.16780592111349105 -0.0092777363359928134 0.077173064196551289 0.11702282150586447 leaf_weight=91 232 1116 25 20 24 50 847 24 210 53 21 21 24 64 24 20 86 21 3389 6730 58 37 50 20 27 24 leaf_count=91 232 1116 25 20 24 50 847 24 210 53 21 21 24 64 24 20 86 21 3389 6730 58 37 50 20 27 24 internal_value=0 -0.00281202 0.0567706 0.0517666 0.203433 0.0925132 0.0393124 0.0614188 0.0543183 -0.0287322 0.0127061 -0.0110183 -0.0117662 -0.0114506 -0.0130248 0.276581 0.274519 -0.00273607 -0.00217168 -0.0171472 -0.0553914 -0.016377 -0.122635 0.0807749 0.0662911 0.0959259 internal_weight=0 13111 1580 1555 118 94 1437 1081 1057 356 253 11531 11439 11415 74 197 177 4526 4505 6889 122 6767 103 92 71 51 internal_count=13308 13111 1580 1555 118 94 1437 1081 1057 356 253 11531 11439 11415 74 197 177 4526 4505 6889 122 6767 103 92 71 51 cat_boundaries=0 3 7 8 11 14 18 19 22 cat_threshold=0 16448 256 201343745 16 3238543360 32800 769 134218497 0 3238002688 134218241 0 1090519040 2151679032 3766069896 581966850 39845888 1120 0 0 4653056 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=25 num_cat=10 split_feature=25 25 15 5 4 24 5 10 15 25 24 25 25 0 26 25 5 3 25 5 26 25 26 26 split_gain=155908 62958.5 27704.8 25161.1 31998.5 16372.7 35737.7 15391.3 7122.46 5156.23 5016.79 21209.7 12693.9 4430.12 12517 3446.47 3273.64 2950.79 2538.76 1843.82 1527.12 462.657 396.527 20.8397 threshold=0 1 32.879500000000014 176.53925000000004 272.07425000000006 2 7.2080000000000002 41.645000000000003 118.09000000000002 3 4 5 6 6.3720000000000008 2022.5000000000002 7 250.05000000000004 93.825000000000017 8 48.477070000000005 2022.5000000000002 9 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 1 2 2 2 9 1 9 9 2 2 9 2 2 9 2 2 9 2 2 left_child=13 2 3 4 5 6 -2 -7 9 10 11 22 20 14 -1 -13 -5 -14 23 21 -12 -20 -3 -11 right_child=1 8 -4 16 -6 7 -8 -9 -10 18 12 15 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.19002259550513803 0.060034719161766094 0.12509064033627509 0.38682048320770263 0.36703640937805176 0.44125207614898687 0.0034264884032353038 0.38904555334363666 0.27748705273582824 0.1688408514586362 -0.069765356273974399 -0.088578067199856628 -0.025722180059452596 -0.0079819075823829855 0.42878792810440064 0.35827746771102731 0.0081204554543145811 0.20309374920253095 0.10836414694786071 -0.013299509514579359 0.071868409514427189 -0.1659648448345708 -0.018699209831239391 0.16103019770929369 -0.061462703404888026 leaf_weight=91 582 64 25 21 20 847 35 21 22 59 51 379 2385 20 86 1319 29 22 3665 24 51 3369 59 62 leaf_count=91 582 64 25 21 20 847 35 21 22 59 51 379 2385 20 86 1319 29 22 3665 24 51 3369 59 62 internal_value=0 -0.00278259 0.0562134 0.0512597 0.0439278 0.0385766 0.0774431 0.00994244 -0.010908 -0.0112611 -0.00261331 0.00999057 -0.0117644 0.273815 0.271774 0.000460279 0.27195 -0.00688988 -0.0164505 -0.0156106 -0.115908 -0.0159312 0.131628 -0.0605103 internal_weight=0 13111 1580 1555 1505 1485 617 868 11531 11509 4330 1821 2509 197 177 1698 50 2407 7179 7058 102 7034 123 121 internal_count=13308 13111 1580 1555 1505 1485 617 868 11531 11509 4330 1821 2509 197 177 1698 50 2407 7179 7058 102 7034 123 121 cat_boundaries=0 3 7 8 12 13 16 19 22 25 29 cat_threshold=0 16448 256 201343745 16 3238543360 32800 3142 2151679000 3363351176 551558144 39845888 1130 0 2621440 6291456 0 2097152 6291456 2147483648 138444800 7168 0 0 34013184 1612357792 595984387 1081867 16789972 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=23 num_cat=7 split_feature=25 25 7 10 15 24 25 4 8 10 25 0 26 15 24 25 26 1 8 8 8 10 split_gain=152805 61706.4 35920.8 23923.9 21298 13956.9 35471.7 18996.7 7653.66 5316.01 5421.04 4341.97 12268 3278.09 3211.88 1896.85 3438.15 950.29 637.887 1558.38 196.55 14.0914 threshold=0 1 174.00000000000003 41.645000000000003 30.432000000000006 2 3 121.76350000000002 46.946300000000001 149.68000000000004 4 6.3720000000000008 2022.5000000000002 69.465000000000018 5 6 2022.5000000000002 35.202750000000009 61.35625000000001 89.585000000000008 178.65425000000002 211.12500000000003 decision_type=9 9 2 2 2 1 9 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 -7 9 10 13 12 -1 14 -3 16 -12 -17 -10 -20 -21 -5 right_child=1 8 -4 21 -6 7 -8 -9 18 -11 15 -13 -14 -15 -16 17 -18 -19 19 20 -22 -23 leaf_value=0.18812236306431529 -0.03707684716698844 0.0062904462491244293 0.35572181652753787 0.29571882224082952 0.36613244715332982 0.023215879749826914 0.14025261442809855 -0.22832117019161099 0.12845321947620028 -0.1602120257417361 -0.0083248955011367802 0.42450005054473877 0.35469467761904694 0.12269639196850005 -0.011515518561775066 -0.015911742096681857 -0.11462618145449409 0.032368522911536982 -0.0090972679257392882 0.076545543317441581 0.11587644279003144 0.28384810304641728 leaf_weight=91 169 2030 39 20 20 954 327 31 21 24 64 20 86 21 2004 7197 58 41 20 27 24 20 leaf_count=91 169 2030 39 20 20 954 327 31 21 24 64 20 86 21 2004 7197 58 41 20 27 24 20 internal_value=0 -0.00275514 0.0556513 0.0484181 0.041986 0.0376086 0.0802932 0.0151457 -0.0107994 -0.0115394 -0.0112268 0.271077 0.269056 -0.00191467 -0.00256811 -0.0163325 -0.0544024 -0.0156167 0.0800363 0.0657158 0.0950542 0.289783 internal_weight=0 13111 1580 1541 1501 1481 496 985 11531 11439 11415 197 177 4055 4034 7360 122 7238 92 71 51 40 internal_count=13308 13111 1580 1541 1501 1481 496 985 11531 11439 11415 197 177 4055 4034 7360 122 7238 92 71 51 40 cat_boundaries=0 3 7 8 11 15 16 19 cat_threshold=0 16448 256 201343745 16 3238543360 32800 3140 134234112 0 17301504 2151679000 3229198984 581966848 39845888 1127 0 0 4653056 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=34 num_cat=14 split_feature=25 4 24 26 25 24 0 5 25 2 25 7 24 26 25 2 0 25 2 0 2 25 0 24 25 25 26 5 26 26 25 26 26 split_gain=171595 354407 73810.1 68393.4 45224.7 32158.3 39657.1 48585.2 31133.9 23984.1 22287.8 16408.8 13718 15659.4 11399.4 5480.35 12048.8 5109.15 7658.81 5860.32 3767.98 3382.52 4346.46 3629.07 6935.49 4453.42 2734.47 2675.23 1655.67 1147.68 902.548 505.31 16.7628 threshold=0 29.205000000000002 1 2022.5000000000002 2 3 181.87500000000003 22.111000000000004 4 64.377100000000027 5 39.245000000000012 6 2022.5000000000002 7 39.872500000000009 2.1690000000000005 8 176.53925000000004 17.791185000000006 55.242750000000008 9 54.016000000000012 10 11 12 2022.5000000000002 107.74244000000002 2022.5000000000002 2022.5000000000002 13 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 2 9 2 1 2 9 2 2 9 2 2 2 9 2 1 9 9 2 2 2 2 9 2 2 left_child=1 2 3 -1 5 6 7 8 28 -10 12 17 13 -7 29 21 20 19 -19 -12 -17 23 30 24 -16 -25 -4 -9 -2 -6 -23 -22 -14 right_child=4 -3 26 -5 14 10 -8 27 9 -11 11 -13 32 -15 15 16 -18 18 -20 -21 31 22 -24 25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.11916389028231303 0.26395649118243525 1.3522357368469238 0.02810465822828577 0.5966344139792702 -0.13064298073450725 0.059193188998163962 0.50390247438264935 0.46628824019432069 0.010143495638771814 0.36322976922988892 -0.0066945108614469831 0.20269344129870015 0.017271140893300375 0.30719341449017795 0.07533319157878246 0.09359499529788369 0.27911558294296263 -0.057338284859851915 0.1376836644751685 0.17031782036735899 0.0010267104953527451 -0.044403389921188356 0.13063722395896912 0.030486684829286001 -0.0006326917021548152 -0.018428629861052936 -0.05198747179447076 0.31885615184903143 0.18528010421329075 -0.075771508864414541 -0.016411028731786341 -0.051719970703125 0.023979560781169581 leaf_weight=66 53 26 94 55 72 49 23 20 505 20 171 31 75 53 117 38 20 490 21 21 32 115 20 196 2243 2116 78 32 54 81 6239 42 74 leaf_count=66 53 26 94 55 72 49 23 20 505 20 171 31 75 53 117 38 20 490 21 21 32 115 20 196 2243 2116 78 32 54 81 6239 42 74 internal_value=0 0.226215 0.134015 0.310532 -0.00502787 0.0430454 0.0941434 0.0817413 0.0575663 0.0231534 0.0057915 -0.0221626 0.0852549 0.171265 -0.012238 -0.0110161 0.0530268 -0.0323933 -0.048377 0.0120392 0.0126538 -0.0117914 -0.0165242 -0.00528773 0.00343538 -0.0141684 -0.00776475 0.375561 0.205084 -0.0953607 -0.0170134 -0.0289106 0.0193071 internal_weight=0 319 293 121 13023 1692 707 684 632 525 985 734 251 102 11331 11178 132 703 511 192 112 11046 6374 4672 2360 2312 172 52 107 153 6354 74 149 internal_count=13342 319 293 121 13023 1692 707 684 632 525 985 734 251 102 11331 11178 132 703 511 192 112 11046 6374 4672 2360 2312 172 52 107 153 6354 74 149 cat_boundaries=0 3 4 8 9 12 16 17 21 22 26 27 30 33 36 cat_threshold=0 80 2097408 1580 201343753 2129920 3255386112 33280 3153 67108872 32768 1107296256 16385 2097152 589824 32768 134 0 16384 16777216 32 134217728 2148009008 3411225216 4463626 39866368 3147 0 65536 4198400 0 4194304 263168 4194304 524288 131072 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=34 num_cat=12 split_feature=25 4 24 26 25 24 5 0 25 25 5 11 24 25 6 4 5 25 10 1 24 0 25 26 26 0 26 25 5 10 6 26 26 split_gain=168180 347354 69593.3 65552.6 44324.4 31559.3 72447.4 45188.3 31322.3 30685.9 23267.4 15770.6 14934.6 11172.6 5947.36 7801.78 5525.94 4393.15 4473.28 6518.12 2859.83 4436.62 2555.19 2270.35 2252.98 1310.35 1124.84 1056.34 1030.33 567.124 479.89 212.976 1.40868 threshold=0 29.205000000000002 1 2022.5000000000002 2 3 8.3918550000000014 181.87500000000003 4 5 41.517500000000005 11.586400000000001 6 7 36.725000000000009 115.96500000000002 176.53925000000004 8 30.283500000000007 2.822397 9 39.071000000000012 10 2022.5000000000002 2022.5000000000002 57.876000000000012 2022.5000000000002 11 48.477070000000005 47.918520000000008 156.16500000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 9 2 2 1 9 2 2 2 9 2 2 1 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 9 23 31 -8 14 -11 26 15 -10 -12 18 20 29 21 -15 -22 -7 -4 27 -6 32 -29 -20 -16 -2 -19 right_child=4 -3 24 -5 13 8 10 -9 11 12 16 -13 -14 17 30 -17 -18 25 19 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 leaf_value=0.1179504668372018 0.21781685738727966 1.3387133840414194 0.023833955049514771 0.57697652680533273 -0.12933655109670428 0.11098341147104898 0.6334905333518982 0.52699069654941566 -0.033943043983712493 0.06438423562851886 0.13070948123931886 0.23106665072233781 -0.030789466601699147 0.0040767961120969209 -0.11819824207912792 0.16195510750725156 0.34677573861746952 -0.04989415302872658 0.055654607057571415 0.22434722329889023 -0.055831350117675531 0.11210885610335913 -0.0083283390369704221 0.1991139229138692 -0.049849502513935037 0.065422607660293577 -0.075013792014416353 -0.015338939475889863 0.051697663846223256 -0.013091522852579753 -0.18587961673736572 0.19071706878727882 -0.052238508094440805 leaf_weight=70 58 26 90 56 72 57 25 20 637 317 20 23 325 1504 22 21 29 48 20 21 111 39 2057 60 77 20 81 7250 23 30 20 58 55 leaf_count=70 58 26 90 56 72 57 25 20 637 317 20 23 325 1504 22 21 29 48 20 21 111 39 2057 60 77 20 81 7250 23 30 20 58 55 internal_value=0 0.223953 0.132675 0.298288 -0.00497739 0.042615 0.0852458 0.0578071 -0.00111905 0.0454276 0.385243 -0.0262266 0.0164711 -0.0121154 -0.0350552 -0.027691 0.258585 -0.0109057 -0.0021189 0.0765019 -0.00362881 0.00676352 -0.0110056 0.143881 -0.00956698 -0.0153899 -0.094407 -0.0156299 -0.0151062 0.0144069 -0.150427 0.188055 -0.0466198 internal_weight=0 319 293 126 13023 1692 852 778 840 758 74 723 642 11331 700 658 49 11178 3782 71 3711 1543 2168 117 167 7396 153 7376 7273 50 42 116 103 internal_count=13342 319 293 126 13023 1692 852 778 840 758 74 723 642 11331 700 658 49 11178 3782 71 3711 1543 2168 117 167 7396 153 7376 7273 50 42 116 103 cat_boundaries=0 3 4 8 9 13 17 18 22 26 27 30 33 cat_threshold=0 80 2097408 1588 201343753 2129920 3255386112 33280 3157 16384 2097152 589824 32768 67108864 32768 1107296256 512 1104 0 16384 16777216 32 2148008976 3360893568 541334528 6291456 3153 0 67584 4197376 0 524288 131072 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=34 num_cat=13 split_feature=25 3 24 26 25 24 5 0 25 25 5 2 2 25 0 24 1 5 2 0 26 0 2 25 0 24 25 25 26 26 25 26 26 split_gain=164833 127047 123869 94409.9 43446.4 30934.1 71003.8 44288.2 30699 30073.3 22804.3 21071.4 14153.3 10950.1 10351.5 7707.26 10047.3 5415.97 5350.32 11744.6 5302.73 4214.12 3686.58 3265.99 4239.92 3444.9 6863.43 4350.22 2225.17 1102.45 863.175 494.749 208.737 threshold=0 207.80256000000003 1 2022.5000000000002 2 3 8.3918550000000014 181.87500000000003 4 5 41.517500000000005 68.310000000000016 149.26580000000004 6 11.177000000000001 7 28.539500000000004 176.53925000000004 39.872500000000009 2.1690000000000005 2022.5000000000002 93.825000000000017 55.242750000000008 8 53.153000000000013 9 10 11 2022.5000000000002 2022.5000000000002 12 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 1 2 2 9 9 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 1 9 9 2 2 9 2 2 left_child=1 2 3 -1 5 6 7 9 28 32 -8 -11 15 29 20 16 -10 -12 23 22 -4 -17 -20 25 30 26 -15 -27 -7 -6 -25 -24 -2 right_child=4 -3 14 -5 13 8 10 -9 12 11 17 -13 -14 18 -16 21 -18 -19 19 -21 -22 -23 31 24 -26 27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.18673444657955529 0.21563868793947943 1.0002896571159363 -0.055478516925464981 0.79249993724822998 -0.12804318600230746 0.10987358235476309 0.62715563573837285 0.52172079485654832 -0.015401278132624669 0.0060304484332817185 0.12940238666534423 0.32810636860983716 0.17284904229290343 0.074692627557619351 0.23301100397109983 -0.079252684948994567 0.21033059801374163 0.34330798050452921 0.092683478813422357 0.27569749975204466 0.05516936438424247 0.070304158687591545 0.0011312785744667054 -0.043575881500244142 0.12905203698575496 0.030302396491893289 -0.00083254204659779791 -0.017999056527822771 0.19712277762095134 -0.074263654638219767 -0.01618286024276001 -0.051061279603413175 0.1888098930490428 leaf_weight=53 58 20 99 50 72 57 25 20 323 621 20 21 34 117 20 325 21 29 38 20 77 20 32 115 20 196 2292 2156 60 81 6150 42 58 leaf_count=53 58 20 99 50 72 57 25 20 323 621 20 21 34 117 20 325 21 29 38 20 77 20 32 115 20 196 2292 2156 60 81 6150 42 58 internal_value=0 0.221713 0.17705 0.438247 -0.00492785 0.0421908 0.0843973 0.0572334 -0.00110786 0.0449778 0.38139 0.0163116 -0.0259643 -0.0119948 0.016582 -0.036152 -0.00157534 0.256 -0.0107972 0.0524814 -0.00707007 -0.0685945 0.0126214 -0.0115632 -0.0162911 -0.00527651 0.00312917 -0.0138627 0.142442 -0.093463 -0.0167811 -0.0284915 0.186175 internal_weight=0 319 299 103 13023 1692 852 778 840 758 74 642 723 11331 196 689 344 49 11178 132 176 345 112 11046 6285 4761 2409 2352 117 153 6265 74 116 internal_count=13342 319 299 103 13023 1692 852 778 840 758 74 642 723 11331 196 689 344 49 11178 132 176 345 112 11046 6285 4761 2409 2352 117 153 6265 74 116 cat_boundaries=0 3 4 8 9 13 17 21 22 26 27 30 33 36 cat_threshold=0 80 2097408 1570 201343753 2129920 3255386112 33280 3157 16384 2097152 589824 32768 67108864 32768 1107296256 512 0 16384 16777216 32 770 2148009136 3411225216 4463626 39866368 3147 0 65536 4198400 0 4194304 263168 4194304 524288 131072 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=28 num_cat=6 split_feature=25 3 26 25 1 7 0 6 2 25 25 8 8 2 0 1 1 2 25 0 2 3 9 1 26 25 26 split_gain=161553 124519 47859.6 42581.4 27278.6 42055.1 17890.4 13292.5 10937.8 10732.2 9549.97 12358.5 6542.4 5243.81 11510.8 3915.24 4841.89 3613.21 3201.91 4134.67 2640.12 1232.08 11162.8 2239.79 1080.51 854.321 484.903 threshold=0 207.80256000000003 2022.5000000000002 1 26.134500000000006 8.3918550000000014 21.867000000000004 228.18750000000003 154.53520000000003 2 3 111.18000000000002 41.402500000000011 39.872500000000009 2.1690000000000005 51.072690000000009 153.43270000000004 55.242750000000008 4 54.016000000000012 230.65000000000003 2.0385000000000004 7.9315000000000007 51.072690000000009 2022.5000000000002 5 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 left_child=1 2 -1 4 7 6 15 8 10 24 12 -12 -2 18 17 -6 -17 -15 21 25 -10 23 -23 -11 -5 -20 -19 right_child=3 -3 -4 9 5 -7 -8 -9 20 13 11 -13 -14 14 -16 16 -18 26 19 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.058932919502258305 0.011620852258079312 0.99028677511215213 0.31285620137722825 -0.12676275465223524 -0.072887307604153947 0.55722248276074726 0.36028444153921946 -0.19867377548217774 0.26852985815568403 -0.0057850045150027408 0.050851309512071556 0.30335983800888061 -0.14952436098685631 0.091756641519697091 0.27294052171707156 0.17377706873005835 0.0040688077062368396 0.0011199633777141571 -0.04317498330116272 0.12747941337525845 0.10978105664253235 -0.001579476562728512 0.22563437109408171 -0.065853636387794734 -0.073521015143688806 -0.015943088364015544 -0.05055066767193022 leaf_weight=162 813 20 137 72 24 24 21 25 22 4225 628 20 26 38 20 29 40 32 115 20 20 361 23 63 81 6239 42 leaf_count=162 813 20 137 72 24 24 21 25 22 4225 628 20 26 38 20 29 40 32 115 20 20 361 23 63 81 6239 42 internal_value=0 0.219496 0.175279 -0.00487837 0.0417689 0.176756 0.0966576 0.0300504 0.0337902 -0.0118747 0.0292952 0.0577535 0.00654902 -0.010689 0.0519566 0.0371289 0.0753955 0.0124952 -0.0114473 -0.0160519 0.192935 -0.00511983 0.0120297 -0.00666754 -0.0925283 -0.016529 -0.0282066 internal_weight=0 319 299 13023 1692 138 114 1554 1529 11331 1487 648 839 11178 132 93 69 112 11046 6374 42 4672 384 4288 153 6354 74 internal_count=13342 319 299 13023 1692 138 114 1554 1529 11331 1487 648 839 11178 132 93 69 112 11046 6374 42 4672 384 4288 153 6354 74 cat_boundaries=0 3 7 11 15 19 22 cat_threshold=0 80 2097408 201343753 2129920 3255386112 33280 0 16384 16777216 32 777 0 3221291008 512 2148009008 3411225216 4463626 39866368 4194304 524288 131072 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=34 num_cat=13 split_feature=25 4 24 26 25 24 25 1 25 24 26 8 24 11 25 4 26 4 8 2 1 25 24 25 25 26 2 26 11 3 2 8 26 split_gain=158339 337392 70697.9 64020 41734.9 30364.1 25853.9 54130.8 21297.7 13541.1 15141.1 13493.7 14237.5 12937.5 10518.5 10417.5 8185.27 5994.38 5336.3 5139.54 11377.8 3141.79 3156.44 6867.64 4200.98 3085.4 1900.88 1059.01 656.175 2285.38 545.398 430.763 12.9514 threshold=0 29.205000000000002 1 2022.5000000000002 2 3 4 26.134500000000006 5 6 2022.5000000000002 2.1940000000000004 7 11.586400000000001 8 25.164000000000005 2022.5000000000002 115.96500000000002 23.882040000000003 39.872500000000009 9.0853000000000019 9 10 11 12 2022.5000000000002 109.45500000000001 2022.5000000000002 7.3505000000000011 2.3258800000000006 55.242750000000008 41.402500000000011 2022.5000000000002 decision_type=9 2 1 2 9 1 9 2 9 1 2 2 1 2 9 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 11 9 10 -7 12 -2 17 27 16 -8 18 -10 21 26 22 23 -16 -24 -4 30 -6 31 -30 -21 -23 -11 right_child=4 -3 25 -5 14 8 15 -9 13 32 -12 -13 -14 -15 19 -17 -18 -19 -20 20 -22 28 24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=0.11482392155762876 0.21914545373121896 1.3158529120225173 0.026829884711732258 0.57677615495161572 -0.1254951250553131 0.057953750941218164 0.06538989857103697 0.52993124811989922 -0.043350214709915721 0.015765130933125811 0.30181516044544726 -0.12365266230973332 0.06431061113134344 0.19237145507777179 0.074065943796803632 0.23179116020600002 -0.033031208867857445 0.1183536384655879 0.075701220810413361 0.065846741657990676 0.27114005434513094 -0.016516212284597234 0.030063373955708107 -0.0013706919728091863 -0.017271630729226346 -0.058246474235485762 -0.05019437362166012 -0.072785806538146217 -0.014914433148251957 0.10185984425601506 0.012960914831895095 -0.063004154480993751 0.021661786839768694 leaf_weight=66 110 26 94 55 72 49 169 35 641 75 53 22 178 27 117 24 169 26 40 39 20 5889 196 2424 2296 78 34 81 83 21 39 20 74 leaf_count=66 110 26 94 55 72 49 169 35 641 75 53 22 178 27 117 24 169 26 40 39 20 5889 196 2424 2296 78 34 81 83 21 39 20 74 internal_value=0 0.217301 0.127235 0.300008 -0.00483004 0.0413512 0.0909996 0.152719 0.00515887 0.0828402 0.168178 0.115056 0.133291 -0.0221616 -0.0117564 0.0296549 0.0161793 -0.030668 -0.0363575 -0.0105826 0.0514371 -0.0113333 -0.00546604 0.0023795 -0.0134434 -0.0111056 0.0122044 -0.0916031 -0.0162084 0.00866499 0.0394038 -0.0166736 0.017518 internal_weight=0 319 293 121 13023 1692 707 345 985 251 102 310 288 734 11331 362 338 707 681 11178 132 11046 5033 2541 2492 172 112 153 6013 104 78 5909 149 internal_count=13342 319 293 121 13023 1692 707 345 985 251 102 310 288 734 11331 362 338 707 681 11178 132 11046 5033 2541 2492 172 112 153 6013 104 78 5909 149 cat_boundaries=0 3 4 8 9 13 17 18 19 23 27 28 31 34 cat_threshold=0 80 2097408 1580 201343753 2129920 3255386112 33280 3153 67109640 0 2181038080 512 16385 2097152 589824 32768 134 1088 0 16384 16777216 32 2148009136 3411225217 4463626 39866368 3147 0 65536 4198400 0 4194304 263168 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=27 num_cat=10 split_feature=10 25 24 4 1 25 2 25 4 25 25 26 24 25 1 3 25 8 24 8 1 10 1 26 4 26 split_gain=140407 87085.8 61474.1 109589 58660.6 80566.5 30992.1 30019 28334.1 24844.8 16577.9 11438.8 8060.04 9163.72 7328.98 34531.8 4972.15 21301.9 6155.63 5735.46 4587.85 3967.6 1286.83 974.129 277.656 243.393 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 22.196000000000005 3 25.910000000000004 4 5 2022.5000000000002 6 7 51.072690000000009 2.8170000000000006 8 86.532000000000025 9 151.80020000000005 69.535000000000011 30.846000000000007 140.32000000000002 2022.5000000000002 207.80256000000003 2022.5000000000002 decision_type=2 9 1 2 2 9 2 9 2 9 9 2 1 9 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 23 10 -7 11 -4 25 -14 16 20 17 18 -9 21 -16 -18 -22 -3 -10 -12 right_child=-2 7 8 -5 -6 9 -8 14 24 -11 12 -13 13 -15 15 -17 19 -19 -20 -21 22 -23 -24 -25 -26 -27 leaf_value=-0.048898470946465544 0.73222920711223893 -0.16010862855911256 0.042495226771743208 0.84417208411476841 0.49936496685712767 0.09398658283357697 0.34158913764086635 0.017242415264661134 -0.21495547907693044 0.32472513225716604 -0.073294718868761183 0.25029489471362187 0.073473632466346819 -0.033121191753100042 0.092721015705781826 0.44688091242313382 -0.013942875910187152 0.2878446048956651 -0.01756790863851761 -0.17884569826580229 -0.0058575605734800685 0.062155808430650959 -0.087092628815235232 -0.22192758184212907 -0.26579090118408205 -0.048439742533365887 leaf_weight=267 26 50 54 22 39 113 22 1002 21 132 83 52 177 136 34 20 9708 26 1010 21 39 69 39 52 22 75 leaf_count=267 26 50 54 22 39 113 22 1002 21 132 83 52 177 136 34 20 9708 26 1010 21 39 69 39 52 22 75 internal_value=0 -0.00335548 0.0769906 0.149054 0.124966 0.0976224 -0.0185315 -0.0114976 0.00656515 0.226162 0.0251257 0.131983 -0.00168933 0.0275662 -0.00996371 0.0641294 -0.0107984 0.00342481 -0.00023357 -0.0137464 -0.00421913 -0.0134058 -0.0464751 -0.174515 -0.240964 -0.057836 internal_weight=0 13285 1215 595 573 534 289 12070 620 245 577 106 471 313 11968 132 11836 2038 2012 9798 112 9777 78 102 43 158 internal_count=13311 13285 1215 595 573 534 289 12070 620 245 577 106 471 313 11968 132 11836 2038 2012 9798 112 9777 78 102 43 158 cat_boundaries=0 4 5 9 13 16 19 20 22 25 26 cat_threshold=67109632 2097232 1095254272 544 3625 768 64 524288 512 0 16384 35651584 32768 0 2097168 16384 256 16 4734976 132 512 64 2285913097 2282234376 68608 567 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=21 num_cat=7 split_feature=10 25 24 7 1 8 25 25 25 8 5 5 26 0 25 8 24 8 10 26 split_gain=137612 85425.9 60304.3 47174.4 57882 44871.4 51000.9 29421.6 13797.2 15622.4 15979.1 10358.9 5447.84 5362.27 4920.34 12917.1 6364.46 5736.27 2397.7 954.744 threshold=279.07800000000003 0 1 174.00000000000003 148.98750000000004 189.44922000000003 2 3 4 32.925000000000004 38.528000000000006 223.36075000000002 2022.5000000000002 140.32000000000002 5 63.49965000000001 6 140.32000000000002 40.885000000000005 2022.5000000000002 decision_type=2 9 1 2 2 2 9 9 9 2 2 2 2 2 9 2 1 2 2 2 left_child=1 2 3 4 5 6 -1 19 12 10 13 14 -4 -10 15 16 -9 18 -16 -3 right_child=-2 7 8 -5 -6 -7 -8 11 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 leaf_value=-0.065332412283404986 0.72490691845233624 -0.1585075432777405 0.042596546247893691 0.62754781723022457 0.6488342566717239 0.56737559772673107 0.15305500357151031 0.015852614645301907 -0.009091150635307535 -0.2762492734735662 0.24778337240219117 0.20214637238046396 0.18737558148941905 -0.16566009977589485 -0.01394704445624319 0.1816824915470221 -0.013913831037841629 -0.17906397637866792 0.062701312855976382 -0.21970830357991733 leaf_weight=143 26 50 51 20 21 21 390 1222 447 22 24 23 53 23 8909 39 1713 21 41 52 leaf_count=143 26 50 51 20 21 21 390 1222 447 22 24 23 53 23 8909 39 1713 21 41 52 internal_value=0 -0.00331847 0.0762581 0.147632 0.133507 0.113973 0.0961091 -0.0113826 0.0065059 -0.0152179 -0.00390106 -0.00986408 0.10617 -0.016753 -0.0102806 0.000885559 -0.00151384 -0.0139677 -0.0135959 -0.17277 internal_weight=0 13285 1215 595 575 554 533 12070 620 516 494 11968 104 470 11945 2974 2935 8971 8950 102 internal_count=13311 13285 1215 595 575 554 533 12070 620 516 494 11968 104 470 11945 2974 2935 8971 8950 102 cat_boundaries=0 4 5 8 12 15 19 20 cat_threshold=67109632 2097232 1095254272 544 3625 256 2097216 524288 0 16384 35651584 32768 256 16 4718592 2285913113 3356107272 536939520 4194304 535 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=26 num_cat=9 split_feature=10 25 24 4 1 25 2 25 0 4 25 24 1 2 24 25 8 24 8 10 0 1 0 1 4 split_gain=134873 83739.7 59116.5 106816 56648.3 78930.5 30322 28836.1 27826.2 27780.8 10244.4 8090.73 7165.74 13377.3 6275.04 4791.16 20611.1 5956.37 5542.44 3832.36 2623.87 1425.27 867.584 724.495 276.508 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 22.196000000000005 3 13.106250000000001 25.910000000000004 4 5 51.072690000000009 22.196000000000005 6 7 86.532000000000025 8 151.80020000000005 30.846000000000007 2.2701700000000007 63.49965000000001 2.1690000000000005 5.3227500000000001 207.80256000000003 decision_type=2 9 1 2 2 9 2 9 2 2 9 1 2 2 1 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -7 10 14 -12 15 20 22 16 17 -9 19 -17 21 -14 -4 -16 -11 right_child=-2 7 9 -5 -6 8 -8 12 -10 24 11 -13 13 -15 23 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.049470478657926073 0.71765784043532155 -0.17104202525956289 0.12784866493225097 0.83242067423733801 0.49029409946539465 0.26530221041007962 0.33677258209748701 0.016963393356017917 -0.10747244328260422 -0.21270596209026518 0.033733241588838642 -0.069349997467116314 0.070762470109122136 0.3017252902984619 0.024862608339032557 -0.013677534094545319 0.28314145711752081 -0.017278876653781125 -0.17578195617312478 0.061112943809965382 0.12476773922890426 -0.023016095908594804 0.063316491460800178 -0.036531229226485544 -0.26343624721873893 leaf_weight=267 26 102 125 22 39 223 22 1002 22 21 145 142 21 20 117 9708 26 1010 21 69 20 71 25 23 22 leaf_count=267 26 102 125 22 39 223 22 1002 22 21 145 142 21 20 117 9708 26 1010 21 69 20 71 25 23 22 internal_value=0 -0.00328461 0.0755027 0.14617 0.122373 0.0955026 -0.0193967 -0.0112688 0.222737 0.00644085 0.0248183 -0.0178874 -0.00976542 0.063498 0.0654423 -0.0105907 0.00337118 -0.000227386 -0.0134845 -0.0131497 0.0209574 -0.00161012 0.109775 0.0137914 -0.238661 internal_weight=0 13285 1215 595 573 534 289 12070 245 620 577 287 11968 132 290 11836 2038 2012 9798 9777 112 92 150 140 43 internal_count=13311 13285 1215 595 573 534 289 12070 245 620 577 287 11968 132 290 11836 2038 2012 9798 9777 112 92 150 140 43 cat_boundaries=0 4 5 9 13 16 17 18 21 22 cat_threshold=67109632 2097232 1095254272 544 3625 768 64 524288 512 0 16384 35651584 32768 768 16 4718592 276 196 2285913097 2282234376 68608 567 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=12 num_cat=0 split_feature=10 8 7 4 1 7 15 15 6 0 26 split_gain=132190 77002.5 30633.3 16770.3 19597.8 14586.1 7799.41 28785.6 9719.33 5378.57 8085.51 threshold=279.07800000000003 365.72000000000008 174.00000000000003 293.85000000000008 148.98750000000004 255.10500000000002 32.879500000000014 48.836373000000002 223.36075000000002 2.2701700000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 8 -8 -1 10 -6 right_child=-2 -3 5 -5 9 -7 7 -9 -10 -11 -12 leaf_value=-0.0069681236487125452 0.7104812717437744 0.60180767513456801 0.35196734161937943 -0.24554512977600099 -0.024370211398962775 0.066862864870774127 0.4203133180141449 -0.02610000193119049 0.14190921729261224 0.2798033892661333 0.17730421023368834 leaf_weight=12944 26 21 34 29 33 38 20 52 44 20 50 leaf_count=12944 26 21 34 29 33 38 20 52 44 20 50 internal_value=0 -0.00325333 -0.00421128 -0.005334 -0.00480478 0.201496 -0.00588839 0.0979037 -0.00646377 0.132593 0.0971204 internal_weight=0 13285 13264 13192 13163 72 13060 72 12988 103 83 internal_count=13311 13285 13264 13192 13163 72 13060 72 12988 103 83 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=22 num_cat=9 split_feature=10 25 24 4 1 25 25 0 4 25 4 5 24 25 25 24 1 4 9 10 4 split_gain=129559 81779.3 57947.9 104780 55379.5 77315.9 28390 27240.9 27137.4 15859.3 14304.8 10112.7 7961.77 8937.09 4715.98 8259.99 12901.8 4779.55 4022.39 2304.51 258.4 threshold=279.07800000000003 0 1 230.65000000000003 31.872000000000003 2 3 13.106250000000001 25.910000000000004 4 23.806250000000002 223.36075000000002 5 6 7 8 51.072690000000009 105.004 17.791185000000006 40.885000000000005 207.80256000000003 decision_type=2 9 1 2 2 9 9 2 2 9 2 2 1 9 9 1 2 2 2 2 2 left_child=1 2 3 4 5 10 -3 -7 9 -4 -1 14 -11 -14 15 16 -8 19 -17 -16 -10 right_child=-2 6 8 -5 -6 7 11 -9 20 12 -12 -13 13 -15 17 18 -18 -19 -20 -21 -22 leaf_value=-0.039101021431635748 0.70337646117577179 -0.16964267219815934 0.12894410877392209 0.82427980683066626 0.48480836770473384 0.26250544118239744 0.01569106851023807 -0.10632803816686977 -0.21089159170786542 -0.057595034894489104 0.23810241842269897 0.19985661174940028 0.072621386044803157 -0.032650989718633158 -0.013606623313960814 -0.016221823562360453 0.2291255442849521 -0.14904255472696745 0.064560863645747299 0.061537517585405495 -0.259932608387687 leaf_weight=269 26 102 106 22 39 223 1211 22 21 158 20 23 177 136 8904 1670 29 26 64 41 22 leaf_count=269 26 102 106 22 39 223 1211 22 21 158 20 23 177 136 8904 1670 29 26 64 41 22 internal_value=0 -0.00322079 0.0746388 0.144603 0.121031 0.0944632 -0.011111 0.22039 0.00626582 0.0244276 -0.0192513 -0.00961937 -0.00179379 0.0272853 -0.0100308 0.000900796 0.0205172 -0.0136405 -0.0131643 -0.0132622 -0.235982 internal_weight=0 13285 1215 595 573 534 12070 245 620 577 289 11968 471 313 11945 2974 1240 8971 1734 8945 43 internal_count=13311 13285 1215 595 573 534 12070 245 620 577 289 11968 471 313 11945 2974 1240 8971 1734 8945 43 cat_boundaries=0 4 5 9 13 16 17 19 23 24 cat_threshold=67109632 2097232 1095254272 544 3625 768 64 524288 512 0 16384 35651584 32768 256 16 4734976 132 512 64 2285913113 3356107272 536939520 4194304 535 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=19 num_cat=5 split_feature=25 24 26 8 0 24 3 1 25 15 24 3 0 0 26 26 3 0 split_gain=114541 188428 48008.7 28596.7 16882.3 16867.9 16308.8 27921.5 15401.1 35168.5 20778.8 13080.2 11546.6 35476.3 3781.28 2183.96 1847.53 4.64834 threshold=0 1 2022.5000000000002 263.60184000000004 338.28750000000008 2 105.004 11.555000000000001 3 14.442750000000002 4 189.44922000000003 200.13000000000002 117.56000000000002 2022.5000000000002 2022.5000000000002 279.07800000000003 241.78314000000003 decision_type=9 1 2 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 14 8 11 9 10 -2 -8 13 -10 -3 -7 -13 -14 right_child=3 5 -4 -5 -6 15 7 -9 12 -11 -12 16 17 -15 -16 -17 -18 -19 leaf_value=0.32469336180885633 0.065703272942026616 0.042139920758419346 0.72642119844081043 0.35417880231683901 0.28365150237083436 -0.032819612690659819 0.15950998198986052 0.36658386168941376 -0.011548942109782771 0.44486762231588367 -0.026140819467788887 -0.031051968476351572 -0.17634623234922234 0.39039297634905035 0.15542112455033422 -0.11582135157151656 -0.14866058414632624 -0.16984564250165765 leaf_weight=60 496 61 59 22 20 61 40 31 11778 20 474 34 22 22 57 66 22 22 leaf_count=60 496 61 59 22 20 61 40 31 11778 20 474 34 22 22 57 66 22 22 internal_value=0 0.171454 0.483259 -0.00604602 -0.00666118 0.00699347 -0.00710916 0.105655 -0.00822502 0.0294911 0.0212306 0.0213969 -0.0113929 -0.0107996 0.0892933 -0.0704103 -0.0772554 -0.173096 internal_weight=0 364 119 13003 12981 245 12961 127 12834 990 970 96 11844 11800 118 127 56 44 internal_count=13367 364 119 13003 12981 245 12961 127 12834 990 970 96 11844 11800 118 127 56 44 cat_boundaries=0 4 5 6 10 11 cat_threshold=67108864 16448 2228480 32768 2594 408 134217729 2195456 55132160 32 2261 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=11 num_cat=0 split_feature=4 13 8 13 8 0 0 26 3 3 split_gain=168861 24843.5 19023 11534.2 11058.7 13046.5 33097.5 15633.3 11457.1 14469.6 threshold=344.25000000000006 92.932500000000019 274.22475000000003 214.15000000000003 183.80721500000004 176.53925000000004 211.57500000000002 2022.5000000000002 293.85000000000008 177.71725000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 8 -7 -8 9 -1 right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 leaf_value=-0.0047283125687219161 0.77468662398202082 0.35099343282835826 0.29021930131045254 0.063961462804249358 -0.18159795924595426 0.47379441261291505 0.19268184570595623 -0.090373671102523812 -0.20302985536641088 0.15781187001141636 leaf_weight=13040 28 28 22 28 35 20 32 50 29 55 leaf_count=13040 28 28 22 28 35 20 32 50 29 55 internal_value=0 -0.00270596 -0.00359207 0.207477 -0.0040795 -0.00360974 0.109049 0.020087 -0.00448533 -0.00404563 internal_weight=0 13339 13283 56 13261 13226 102 82 13124 13095 internal_count=13367 13339 13283 56 13261 13226 102 82 13124 13095 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=22 num_cat=5 split_feature=4 25 26 1 3 25 24 10 25 25 2 0 26 13 1 1 26 26 26 2 1 split_gain=165500 111573 52200.2 27183.1 56488.5 22777 60086.4 32393.1 16661 15637.6 9693.84 15836.1 33642.2 10279.9 7259.09 11636.1 3119.92 2998.42 2612.45 1547.17 1426.47 threshold=344.25000000000006 0 2022.5000000000002 105.004 2.8170000000000006 1 2 7.2080000000000002 3 4 114.12500000000001 176.53925000000004 2022.5000000000002 92.932500000000019 355.00000000000006 199.12500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 228.18750000000003 255.10500000000002 decision_type=2 9 2 2 2 9 1 2 9 9 2 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 -12 -3 -10 -18 -17 right_child=-2 3 -4 4 -6 10 7 -9 18 -11 16 12 -14 -15 -16 20 19 -19 -20 -21 -22 leaf_value=0.1233295823681739 0.76693975516727986 0.11238392195531301 0.55074590359094011 0.11540299728894846 0.51737483938535056 -0.012411854689692879 -0.096496687925287664 0.3763272136449814 0.20815252933560349 0.014474039199722089 0.18250180729797907 0.41352454035370434 -0.056285070214952743 0.15921603332247053 0.17960466098785399 -0.16682445085965672 0.00057689036641802108 0.0089013454743794036 0.28981755552291871 0.10479136335438696 -0.058711142280827397 leaf_weight=62 28 56 53 39 30 12103 214 20 82 293 28 27 35 35 25 26 28 56 75 29 23 leaf_count=62 28 56 53 39 30 12103 214 20 82 293 28 27 35 35 25 26 28 56 75 29 23 internal_value=0 -0.0026789 0.294688 -0.00548359 0.131638 -0.00698678 0.0445332 -0.0180691 0.163429 -0.0339835 -0.0103528 -0.0111027 0.148309 -0.011917 0.0292305 -0.0134895 0.0960606 0.0556719 0.232364 0.0535983 -0.116077 internal_weight=0 13339 115 13224 143 13081 796 527 269 507 12285 12200 62 12138 113 88 85 112 157 57 49 internal_count=13367 13339 115 13224 143 13081 796 527 269 507 12285 12200 62 12138 113 88 85 112 157 57 49 cat_boundaries=0 4 8 9 10 13 cat_threshold=0 16384 2228480 32768 201326592 98304 55132160 32 2193 134217728 67108864 32768 50855936 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=10 num_cat=0 split_feature=4 13 8 13 7 7 0 3 7 split_gain=162207 24035 18570.4 11313.5 11177.3 21175.9 20670.1 10878.4 1843.76 threshold=344.25000000000006 92.932500000000019 274.22475000000003 214.15000000000003 239.51250000000002 198.34750000000003 338.28750000000008 344.25000000000006 337.52040000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 -6 right_child=-2 3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.0041675841328074241 0.75927036183221008 0.34621853675161091 0.28677076773210003 0.061946410621915547 -0.23005369641564108 0.32165666127204895 0.27242319301322654 -0.22183687852776568 -0.097390589952468881 leaf_weight=13149 28 28 22 28 22 20 27 23 20 leaf_count=13149 28 28 22 28 22 20 27 23 20 internal_value=0 -0.00265272 -0.0035243 0.204082 -0.0040059 -0.00348841 -0.00398109 -0.00454766 -0.166881 internal_weight=0 13339 13283 56 13261 13219 13199 13172 42 internal_count=13367 13339 13283 56 13261 13219 13199 13172 42 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=19 num_cat=6 split_feature=4 25 26 1 5 25 24 10 25 25 1 13 6 25 1 26 1 26 split_gain=158979 109324 51142.2 26568.3 48319.6 22274.5 58910.8 31761.6 16323.6 15356.9 11959.3 8259.67 8457.86 6553.36 3713.15 2942.66 2563.67 2549.74 threshold=344.25000000000006 0 2022.5000000000002 105.004 6.9580000000000002 1 2 7.2080000000000002 3 4 216.24000000000004 92.932500000000019 269.79925000000003 5 316.3010000000001 2022.5000000000002 148.98750000000004 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 9 9 2 2 2 9 2 2 2 2 left_child=1 2 -1 5 10 6 8 9 15 -8 16 12 13 -7 -12 -3 -5 -10 right_child=-2 3 -4 4 -6 11 7 -9 17 -11 14 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.12211896281088554 0.75167766809463499 0.1113017578635897 0.54518179173739456 0.088604264809535108 0.53947887778282166 -0.057275126537506528 -0.09563492324735437 0.37260562932491303 0.20613202948577519 0.014335742307574836 -0.1066117693248548 0.13507204985007262 -0.20227191178695017 -0.0091675368627879925 0.045153501033782961 0.0087858567919049946 0.22772764170611345 0.28681091906229655 leaf_weight=62 28 56 53 26 24 281 214 20 82 293 38 39 23 11942 28 56 27 75 leaf_count=62 28 56 53 26 24 281 214 20 82 293 38 39 23 11942 28 56 27 75 internal_value=0 -0.0026262 0.291728 -0.00540251 0.13016 -0.0068886 0.0440598 -0.0179262 0.161787 -0.0336854 0.0476085 -0.0102173 -0.0106884 -0.0103279 -0.0422265 0.0551222 0.159478 0.230022 internal_weight=0 13339 115 13224 143 13081 796 527 269 507 119 12285 12246 12223 66 112 53 157 internal_count=13367 13339 115 13224 143 13081 796 527 269 507 119 12285 12246 12223 66 112 53 157 cat_boundaries=0 4 8 9 10 13 17 cat_threshold=0 16384 2228480 32768 201326592 98304 55132160 32 2193 134217728 67108864 32768 50855936 256 524352 0 512 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=18 num_cat=6 split_feature=8 25 24 25 1 1 24 1 1 25 25 10 2 10 4 2 2 split_gain=137476 98824 183750 34174.9 34485.6 40669.2 21992.5 17033.1 36594.1 15704.1 12817.1 11026.9 10003.5 7639.98 7305.08 6628.42 10094.4 threshold=312.55000000000013 0 1 2 21.947000000000003 255.10500000000002 3 37.369500000000009 148.98750000000004 4 5 49.292053000000003 10.815470000000001 233.43000000000004 1.2399500000000001 207.80256000000003 54.405500000000011 decision_type=2 9 1 9 2 2 1 2 2 9 9 2 2 2 2 2 2 left_child=1 2 -1 4 6 7 12 -6 -9 -8 -5 -11 14 15 -3 16 -12 right_child=-2 3 -4 10 5 -7 9 8 -10 11 13 -13 -14 -15 -16 -17 -18 leaf_value=0.48259923672271987 0.80832299459548229 0.14535136275323093 -0.088225685176202814 -0.11241989699999491 0.60101198332650319 -0.13061985969543458 0.10670597501607104 0.0010430278778076171 0.57493083906173714 -0.035755938855299624 -0.0086166762818916231 0.20403712821006775 -0.09889061859675817 -0.20377631771564486 -0.0455340313911438 -0.14759360229267793 0.09177985394355094 leaf_weight=108 21 226 108 110 21 22 100 25 20 466 11872 20 21 20 22 34 101 leaf_count=108 21 226 108 110 21 22 100 25 20 466 11872 20 21 20 22 34 101 internal_value=0 -0.00141968 0.205912 -0.00499711 0.0526751 0.241731 0.0338329 0.365848 0.256104 -0.00141589 -0.0095177 -0.025366 0.106706 -0.00848393 0.128418 -0.0081657 -0.00776977 internal_weight=0 13296 216 13080 943 88 855 66 45 586 12137 486 269 12027 248 12007 11973 internal_count=13317 13296 216 13080 943 88 855 66 45 586 12137 486 269 12027 248 12007 11973 cat_boundaries=0 3 4 8 9 13 16 cat_threshold=0 16448 33554688 2603 67126016 0 2164408320 33312 1105 67125248 0 0 32800 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=19 num_cat=5 split_feature=8 25 24 25 9 24 1 4 5 25 3 6 3 26 9 26 26 26 split_gain=134740 97019.4 180402 33508.1 33880.5 31474.2 47765.4 22977.3 13153.3 12585 7621.88 6826.64 7056.54 7129.13 4771.39 1230.97 456.005 98.0058 threshold=312.55000000000013 0 1 2 201.71813100000003 3 26.134500000000006 1.2399500000000001 39.495000000000012 4 42.305000000000007 211.12500000000003 177.71725000000004 2022.5000000000002 197.74150000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 1 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 17 4 5 6 7 -3 10 16 -7 12 14 -14 -11 -4 -5 -1 right_child=-2 3 15 9 -6 8 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.51219844255447389 0.80023978369576598 0.11667501429997143 -0.061751674369529441 -0.14224980160042092 0.459910270690918 0.019638738426020895 0.50116756931427986 -0.19579781394738419 -0.21831245935880222 -0.0082304898054478912 -0.14660251666759622 -0.17026885674549985 -0.014464003931392322 0.23475441972414654 -0.14131625272609571 -0.12927327226709437 -0.10152207970619202 0.53130308052589148 leaf_weight=50 21 248 54 54 20 563 31 26 26 11928 29 26 22 24 27 54 56 58 leaf_count=50 21 248 54 54 20 563 31 26 26 11928 29 26 22 24 27 54 56 58 internal_value=0 -0.00140256 0.204027 -0.00494718 0.0521596 0.0438893 0.125019 0.0870243 0.00179779 -0.00942345 0.0114952 -0.0083991 -0.00805541 0.115563 -0.00853106 -0.0874182 -0.111389 0.478182 internal_weight=0 13296 216 13080 943 923 305 274 618 12137 592 12027 12001 46 11955 108 110 108 internal_count=13317 13296 216 13080 943 923 305 274 618 12137 592 12027 12001 46 11955 108 110 108 cat_boundaries=0 3 4 8 9 12 cat_threshold=0 16448 33554688 2603 67126016 0 2164408320 33312 2129 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=18 num_cat=6 split_feature=8 25 24 25 1 1 24 1 1 25 10 10 25 2 4 2 2 split_gain=132058 95088.8 176812 32841.2 33244.5 39698.6 21327.7 16696.4 35780.9 15387.9 12586.1 10802 9949.64 9787 7030.92 6494.23 9889.87 threshold=312.55000000000013 0 1 2 21.947000000000003 255.10500000000002 3 37.369500000000009 148.98750000000004 4 243.26250000000002 49.292053000000003 5 10.815470000000001 1.2399500000000001 207.80256000000003 54.405500000000011 decision_type=2 9 1 9 2 2 1 2 2 9 2 2 9 2 2 2 2 left_child=1 2 -1 4 6 7 13 -6 -9 -8 12 -11 -5 14 -3 16 -14 right_child=-2 3 -4 10 5 -7 9 8 -10 11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.47340039499735426 0.7922373989650181 0.14296490096940404 -0.086544012417227534 -0.10034895157409927 0.59271521659124471 -0.13062083238905126 0.10546211668307132 -0.00097821846008300782 0.56649698901176448 -0.035560931206516953 -0.25393903244109384 0.20177438783645632 -0.0084533423573298922 -0.098483453024001355 -0.044304363402453334 -0.14601635989020853 0.0909209176101307 leaf_weight=108 21 226 108 108 21 22 100 25 20 466 21 20 11873 21 22 34 101 leaf_count=108 21 226 108 108 21 22 100 25 20 466 21 20 11873 21 22 34 101 internal_value=0 -0.00138853 0.201987 -0.00489771 0.051638 0.23726 0.033137 0.359886 0.251233 -0.00156892 -0.00932921 -0.025274 -0.00891295 0.1049 0.126352 -0.00800034 -0.00761513 internal_weight=0 13296 216 13080 943 88 855 66 45 586 12137 486 12116 269 248 12008 11974 internal_count=13317 13296 216 13080 943 88 855 66 45 586 12137 486 12116 269 248 12008 11974 cat_boundaries=0 3 4 8 9 13 16 cat_threshold=0 16448 33554688 2603 67126016 0 2164408320 33312 1105 67125248 0 0 32800 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=18 num_cat=5 split_feature=8 25 24 25 9 24 1 4 26 5 10 10 25 26 2 2 26 split_gain=129429 93352.3 172132 32200.4 33045.6 30445.6 46330 22354.1 13548.9 12927.7 12335.6 10616.2 9769.82 7277.17 6364.99 9693.06 1050.42 threshold=312.55000000000013 0 1 2 201.71813100000003 3 26.134500000000006 1.2399500000000001 2022.5000000000002 39.495000000000012 243.26250000000002 27.915000000000003 4 2022.5000000000002 207.80256000000003 54.405500000000011 2022.5000000000002 decision_type=2 9 1 9 2 1 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 13 4 5 6 7 -3 -4 11 12 -7 16 -1 15 -14 -5 right_child=-2 3 8 10 -6 9 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 leaf_value=0.41957991228103636 0.78431502932593933 0.11456790987762712 0.016363264454735651 -0.13982381326180918 0.45382388591766359 0.003261441885643489 0.49319515105216732 -0.19363839543782749 -0.2087025478650939 -0.21664801084078275 -0.25139964268321086 0.23764809417724611 -0.0083688089220669611 0.58355714183742724 -0.14455619812011719 0.090011711380269269 -0.077450255111411764 leaf_weight=50 21 248 54 54 20 572 31 26 53 26 21 20 11873 59 34 101 54 leaf_count=50 21 248 54 54 20 572 31 26 53 26 21 20 11873 59 34 101 54 internal_value=0 -0.0013717 0.200138 -0.00484869 0.0511327 0.0429609 0.122753 0.0853221 -0.0869882 0.00156952 -0.00923675 0.0111799 -0.00882464 0.465621 -0.00792034 -0.00753897 -0.0994305 internal_weight=0 13296 216 13080 943 923 305 274 107 618 12137 592 12116 109 12008 11974 108 internal_count=13317 13296 216 13080 943 923 305 274 107 618 12137 592 12116 109 12008 11974 108 cat_boundaries=0 3 4 8 9 12 cat_threshold=0 16448 33554688 2618 67126016 0 2164408320 33312 2129 0 0 6815744 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=23 num_cat=6 split_feature=25 25 24 0 5 25 24 0 7 10 25 2 2 4 4 0 2 3 5 26 26 26 split_gain=109510 39525.7 44754 59377.2 50222.8 64011.2 21155.7 19493.4 18031.2 12153.8 8961.61 8622.57 9251.24 8379.26 22687 7748.88 6423.76 4928.87 5754.42 1471.83 1333.82 204.733 threshold=0 1 2 176.53925000000004 32.879500000000014 3 4 8.3918550000000014 39.245000000000012 243.26250000000002 5 207.80256000000003 54.405500000000011 233.80500000000004 166.68000000000004 2.0785010000000006 140.32000000000002 32.012640000000005 8.095500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 20 -7 19 10 11 21 12 13 14 -3 16 -14 18 -12 -1 -2 -4 right_child=1 9 8 -5 -6 6 -8 -9 -10 -11 17 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.17931221208454651 0.33581145529653511 -0.0085981150412189865 -0.09009580828926779 0.6498496882830348 0.46918481193270006 0.078521885004224662 -0.083631948407103376 0.54022564172744747 0.26346545468205995 -0.24888564802351454 0.024934404590725899 -0.15655783763298622 -0.0077703008886243477 -0.18439968753744054 0.32848453795909882 0.26369328546524051 0.19501052538553876 -0.13180831871032717 -0.15025191044807434 0.23838516885584052 0.26481524337421763 -0.11680654760201772 leaf_weight=81 51 11972 55 21 35 148 154 20 23 21 300 39 61 27 20 20 21 25 20 88 55 60 leaf_count=81 51 11972 55 21 35 148 154 20 23 21 300 39 61 27 20 20 21 25 20 88 55 60 internal_value=0 -0.00365783 0.0582304 0.127532 0.105651 0.0744658 -0.0041961 0.232697 -0.00958191 -0.00851308 -0.0234426 -0.00810497 -0.00762731 -0.00843213 -0.00803594 0.0872068 0.0441614 0.00332416 0.0139853 0.210072 0.2732 -0.0957093 internal_weight=0 13128 947 464 443 408 302 189 483 12181 460 12160 12121 12019 11992 102 82 345 320 169 106 115 internal_count=13317 13128 947 464 443 408 302 189 483 12181 460 12160 12121 12019 11992 102 82 345 320 169 106 115 cat_boundaries=0 3 7 8 11 12 15 cat_threshold=0 16448 256 67109632 0 2197962752 33312 3161 67108864 0 50331648 1089 67108864 0 50331648 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=15 num_cat=2 split_feature=8 25 4 13 0 0 25 26 4 4 4 19 10 15 split_gain=164889 96899.1 128524 46264.7 27354.3 39667.9 38309.7 18326.1 16071.6 11656.1 14734.4 11246.5 9377.31 8269.6 threshold=355.00000000000006 0 272.07425000000006 25.505000000000003 131.43000000000004 232.87500000000003 1 2022.5000000000002 18.585000000000004 263.60184000000004 149.69580000000005 69.465000000000018 218.62500000000003 32.879500000000014 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 10 11 12 13 -3 right_child=-2 9 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.10387495688489966 0.90829772758483884 -0.0093568862220802067 0.8462076568603516 0.55069722366333007 0.63719662737846383 0.084431163265898418 0.016528978424828228 0.33042422546856642 0.20667303511436949 -0.23850370233709162 0.21322835481166841 0.22827540254592898 -0.22540807831287385 0.094606539026483319 leaf_weight=74 20 12045 22 20 20 37 820 69 47 22 30 20 20 77 leaf_count=74 20 12045 22 20 20 37 820 69 47 22 30 20 20 77 internal_value=0 -0.000372293 0.0886969 0.0741815 0.0652496 0.278384 0.0532212 0.199255 0.0265307 -0.00852519 -0.00811719 -0.00866318 -0.00905346 -0.0086965 internal_weight=0 13323 1109 1087 1067 57 1010 143 867 12214 12192 12162 12142 12122 internal_count=13343 13323 1109 1087 1067 57 1010 143 867 12214 12192 12162 12142 12122 cat_boundaries=0 4 8 cat_threshold=67109632 80 2181693696 33312 67109120 0 256 32768 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=18 num_cat=1 split_feature=4 0 1 10 4 2 24 26 11 3 3 0 26 0 4 0 11 split_gain=157330 27195.7 149321 39682 18638.6 40249.2 20988.2 16091 12627.3 9049.18 17288.1 8401.27 18801.4 10219.1 4659.19 625.969 87.3302 threshold=293.85000000000008 105.004 21.947000000000003 269.79925000000003 27.015000000000004 15.306500000000002 0 2022.5000000000002 170.05500000000004 279.07800000000003 175.26000000000002 220.33000000000001 2022.5000000000002 172.87500000000003 166.68000000000004 276.84975000000003 269.79925000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 8 6 7 -6 9 10 -1 13 -13 -3 -8 -14 -10 right_child=-2 2 -4 -5 5 -7 14 -9 16 -11 -12 12 15 -15 -16 -17 -18 leaf_value=-0.0030169705225057265 0.71255327224731446 -0.0255941015662569 0.91519935471670966 -0.4472970585823059 -0.021133881141973093 0.38059271975567471 -0.02621302686239544 0.22035795298489658 -0.15810251960754396 -0.17340124084103495 0.19783308583636619 0.14294163360045506 -0.15864870162237257 0.23673282888200547 -0.17230632252163358 -0.23497768792239104 -0.18613770413398745 leaf_weight=12724 31 33 21 20 43 38 114 77 25 31 43 26 21 27 27 22 20 leaf_count=12724 31 33 21 20 43 38 114 77 25 31 43 26 21 27 27 22 20 internal_value=0 -0.000677232 0.133211 -0.00220309 -0.00152573 0.0765243 0.0322538 0.123529 -0.00334282 -0.00275485 -0.0023405 0.0059111 -0.0693427 0.092453 -0.0505997 -0.197701 -0.170563 internal_weight=0 13312 150 13162 13142 299 261 120 12843 12798 12767 129 69 60 141 43 45 internal_count=13343 13312 150 13162 13142 299 261 120 12843 12798 12767 129 69 60 141 43 45 cat_boundaries=0 1 cat_threshold=3594 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=19 num_cat=1 split_feature=4 0 1 10 4 2 24 4 11 7 7 0 26 0 6 4 0 11 split_gain=154199 26654.5 146350 38892.4 18267.7 39448.2 20570.6 16008.9 12378.3 12630.8 23523.5 8234.08 18427.2 10015.7 8231.83 4566.47 613.512 104.931 threshold=293.85000000000008 105.004 21.947000000000003 269.79925000000003 27.015000000000004 15.306500000000002 0 36.89500000000001 151.37020000000004 178.65425000000002 255.10500000000002 220.33000000000001 2022.5000000000002 172.87500000000003 228.18750000000003 166.68000000000004 276.84975000000003 269.79925000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 8 6 7 -6 9 14 -11 13 -13 -3 -1 -8 -14 -10 right_child=-2 2 -4 -5 5 -7 15 -9 17 10 -12 12 16 -15 -16 -17 -18 -19 leaf_value=-0.0029048811113176654 0.70542774015857335 -0.025338159907947886 0.90604735329037622 -0.44282409191131594 0.30891740981075499 0.3767867886392694 -0.025950896656304075 0.056871313168889 -0.15380930038598867 0.36602235152171214 -0.055402618249257407 0.14151221697147076 -0.15706221648624966 0.23436550175702131 -0.14482892001547465 -0.17058325944123445 -0.23262791113419964 -0.18427632498741151 leaf_weight=12703 31 33 21 20 36 38 114 84 26 26 27 26 21 27 41 27 22 20 leaf_count=12703 31 33 21 20 36 38 114 84 26 26 27 26 21 27 41 27 22 20 internal_value=0 -0.00067046 0.131879 -0.00218106 -0.00151047 0.0757591 0.0319313 0.122294 -0.00330939 -0.00272079 0.151334 0.00585199 -0.0686493 0.0915285 -0.00336148 -0.0500937 -0.195724 -0.167056 internal_weight=0 13312 150 13162 13142 299 261 120 12843 12797 53 129 69 60 12744 141 43 46 internal_count=13343 13312 150 13162 13142 299 261 120 12843 12797 53 129 69 60 12744 141 43 46 cat_boundaries=0 1 cat_threshold=3594 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=17 num_cat=4 split_feature=8 25 4 6 24 25 1 1 25 4 4 26 19 26 10 15 split_gain=161140 94296.9 122629 62412.9 42203.7 42652.7 22271.1 47843.1 19453.7 12189.6 14290.4 11606.6 10930.5 9452.05 8835.19 8063.09 threshold=355.00000000000006 0 272.07425000000006 223.36075000000002 1 2 31.872000000000003 189.44922000000003 3 263.60184000000004 149.69580000000005 2022.5000000000002 69.465000000000018 2022.5000000000002 218.62500000000003 32.879500000000014 decision_type=2 9 2 2 1 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 13 8 -8 -6 10 12 -7 14 -1 15 -3 right_child=-2 9 -4 -5 6 11 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.062861913527761187 0.89789533042907721 -0.0092393609929687578 0.82742204232649375 0.515563890395626 -0.11701417667109792 0.159246828172243 0.47930867290496826 -0.090299478687089055 0.022540590801185235 -0.24361122586510398 0.20997342908382416 0.29426210931646146 0.22503785234689713 -0.12531907044205012 -0.21894137907028199 0.093417785461846883 leaf_weight=56 20 12045 22 31 113 132 30 29 522 22 30 123 20 51 20 77 leaf_count=56 20 12045 22 31 113 132 30 29 522 22 30 123 20 51 20 77 internal_value=0 -0.000386117 0.087479 0.0733079 0.060325 0.146086 0.0132946 0.199332 -0.00378134 -0.00842877 -0.0080113 0.215905 -0.00854901 -0.0245385 -0.00893376 -0.00858727 internal_weight=0 13323 1109 1087 1056 362 694 59 635 12214 12192 255 12162 107 12142 12122 internal_count=13343 13323 1109 1087 1056 362 694 59 635 12214 12192 255 12162 107 12142 12122 cat_boundaries=0 4 5 8 11 cat_threshold=67109632 80 2181693696 33312 1602 67109120 0 2181562368 256 64 256 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=25 num_cat=6 split_feature=8 25 9 24 7 25 8 25 10 10 3 3 7 15 15 25 25 26 3 10 10 15 26 26 split_gain=157934 92404 78228 49574.3 74189.8 37421.6 20472 16900 10596 10769.3 24635.5 9232.38 7574.1 6882.95 31414.6 8750.37 5903.81 1264.71 1177.39 604.123 862.056 557.273 173.288 15.7243 threshold=355.00000000000006 0 218.62500000000003 1 36.89500000000001 2 2.1940000000000004 3 218.62500000000003 30.846000000000007 2.1510000000000002 2.2424500000000003 22.111000000000004 32.879500000000014 48.836373000000002 4 5 2022.5000000000002 93.825000000000017 118.2 67.575000000000003 129.58650000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 1 2 9 2 9 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 22 -7 17 9 13 19 12 -9 15 -15 23 -17 -5 -13 20 -11 -16 -1 -3 right_child=-2 8 -4 7 -6 6 -8 11 -10 10 -12 18 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.015771760425052128 0.88891638755798341 -0.08843943252563477 0.70712358355522154 0.090013233921744609 0.62924147192637125 0.19634283029530422 -0.068499174080789094 0.0056177070229611508 -0.23278512966065179 0.023741652770918244 0.37315732677777613 -0.092720009326934819 -0.19409431052207946 0.40472133983265274 -0.012253160805537785 0.015847881411217356 -0.01049473009842709 0.15782887554168701 -0.19317862101963587 0.060992815494537354 -0.050469980239868165 -0.076010403816516581 -0.037971141872121326 -0.082207727648995144 leaf_weight=74 20 75 20 55 30 332 32 376 21 49 24 20 20 22 29 915 10921 55 28 21 23 26 67 88 leaf_count=74 20 75 20 55 30 332 32 376 21 49 24 20 20 22 29 915 10921 55 28 21 23 26 67 88 internal_value=0 -0.000382965 0.0865958 0.0759947 0.143413 0.117391 0.168433 0.00815299 -0.00834448 -0.00796477 0.0875142 -0.0198965 -0.00446876 -0.00888983 0.085354 -0.00949461 -0.00844662 0.113594 -0.151321 0.0137998 3.51589e-05 -0.0423929 -0.0245773 -0.0801574 internal_weight=0 13323 1109 1089 535 505 364 554 12214 12193 117 444 396 12076 77 11999 11836 110 48 93 72 55 141 163 internal_count=13343 13323 1109 1089 535 505 364 554 12214 12193 117 444 396 12076 77 11999 11836 110 48 93 72 55 141 163 cat_boundaries=0 4 5 9 13 16 19 cat_threshold=67109632 80 2181693696 33312 3651 0 80 524288 32 256 16 524288 32 0 16384 18874368 134217729 2197632 347136 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=19 num_cat=6 split_feature=25 8 25 24 3 4 25 14 25 1 25 1 26 17 4 1 26 26 split_gain=110282 57308.5 25842.1 37614.6 52663.3 22620.3 20332.2 19115.3 19444.5 14539.9 11775.1 11531.6 5067.18 3710.53 3599.56 1810.5 2588.33 141.536 threshold=0 280.57800000000003 1 2 99.322500000000019 8.2590000000000021 3 58.223000000000006 4 26.134500000000006 5 157.57350000000002 2022.5000000000002 90.340000000000018 228.18750000000003 6.3720000000000008 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 2 9 2 9 2 2 2 2 2 2 2 left_child=15 2 3 4 5 10 12 8 17 -10 -2 13 -4 14 -8 16 -1 -5 right_child=1 -3 6 7 -6 -7 11 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.21924857593718031 -0.018760852233223293 0.52987223529815675 -0.090742737717098662 -0.14800099434675995 0.61795974397659303 0.41858421397209172 -0.010315083558849832 0.29565620422363281 0.0013779382690222203 0.14573014182249705 0.10778387078836961 0.17689437663916388 -0.23044963989257813 0.12577558851242066 -0.14458997547626495 0.15739551115036013 0.29847495143796193 -0.12488632532266471 leaf_weight=84 105 20 54 54 20 20 11260 22 1002 75 251 33 50 20 20 20 81 52 leaf_count=84 105 20 54 54 20 20 11260 22 1002 75 251 33 50 20 20 20 81 52 internal_value=0 -0.00501056 -0.0058349 0.0316783 0.115037 0.0913452 -0.0111041 0.00356276 -0.00183913 0.0113252 0.0729609 -0.00975814 -0.144058 -0.0103119 -0.0105532 0.234571 0.258142 -0.124881 internal_weight=0 13058 13038 1601 396 376 11437 1205 1183 1077 356 11333 104 11300 11280 185 165 106 internal_count=13243 13058 13038 1601 396 376 11437 1205 1183 1077 356 11333 104 11300 11280 185 165 106 cat_boundaries=0 3 7 8 11 14 17 cat_threshold=0 16448 256 134234880 16 591609856 33312 1041 0 0 1076363264 0 0 50331648 512 0 4194304 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=21 num_cat=9 split_feature=25 8 0 25 24 3 0 0 25 14 25 25 1 25 26 26 25 26 7 25 split_gain=108087 56167.9 28683.7 25334.4 36880.7 51610.7 22932.2 32277.1 19927.6 17501.8 15147.2 12977.4 11302.1 6456.61 5881.05 4966.34 3706.32 3619.31 2559.75 1797.21 threshold=0 280.57800000000003 22.196000000000005 1 2 99.322500000000019 172.87500000000003 235.50000000000003 3 43.383000000000003 4 5 157.57350000000002 6 2022.5000000000002 2022.5000000000002 7 2022.5000000000002 97.70750000000001 8 decision_type=9 2 2 9 1 2 2 2 9 2 9 9 2 9 2 2 9 2 2 9 left_child=2 3 17 4 5 11 9 -8 15 10 -6 14 16 -13 -2 -5 18 -1 -10 -18 right_child=1 -3 -4 8 6 -7 7 -9 12 -11 -12 13 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=0.15373150931464302 -0.076252027980068277 0.52457349681854248 0.60242823696136483 -0.089835309805693445 -0.12090697748320443 0.6117801622152329 0.52455966663360598 -0.0014257597923278808 2.9311678642891237e-05 0.28792216300964357 0.0015476804977398739 0.051446455623792568 0.17512543721632526 0.17042343417803449 0.068037645987101963 -0.228145143699646 -0.039456943986006084 0.24741703907648724 0.10384372591972352 -0.012320563819200553 leaf_weight=81 57 20 20 54 102 20 20 28 2289 20 1035 105 33 158 56 50 246 84 24 8741 leaf_count=81 57 20 20 54 102 20 20 28 2289 20 1035 105 33 158 56 50 246 84 24 8741 internal_value=0 -0.00495978 0.232225 -0.00577587 0.031367 0.113908 0.00352713 0.217735 -0.0109931 -0.00532914 -0.0104875 0.0904554 -0.00966056 0.126548 -0.00435982 -0.142617 -0.0102088 0.201426 0.00110174 -0.0131064 internal_weight=0 13058 185 13038 1601 396 1205 48 11437 1157 1137 376 11333 263 113 104 11300 165 2313 8987 internal_count=13243 13058 185 13038 1601 396 1205 48 11437 1157 1137 376 11333 263 113 104 11300 165 2313 8987 cat_boundaries=0 3 7 8 11 14 17 20 23 27 cat_threshold=0 16448 256 134234880 16 591609856 33312 1041 0 0 1076363264 0 0 50331648 512 0 4194304 0 16 536870912 4719640 2154367496 269312 65536 1073750016 2147483648 16384 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=16 num_cat=1 split_feature=4 4 3 6 1 3 4 4 13 11 14 10 24 3 11 split_gain=68624.1 109275 24865.5 26588.9 19671.3 18458.2 11007.7 33067.8 18531.6 10866.4 10872.8 23065.8 8115.1 75.2822 20.8261 threshold=272.07425000000006 365.72000000000008 181.87500000000003 316.3010000000001 14.635 230.65000000000003 26.687500000000004 30.000000000000004 20.130000000000006 170.05500000000004 182.65800000000004 259.57500000000005 0 333.3454000000001 267.13384000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 left_child=2 -2 3 6 5 -4 9 -8 12 10 11 -1 -9 -7 -11 right_child=1 -3 4 -5 -6 13 7 8 -10 14 -12 -13 -14 -15 -16 leaf_value=-0.0052730300893582037 0.91335449059804275 -0.095141767155040399 0.33509123671054836 0.30963093263131602 0.44249310064315794 -0.043797661739846935 0.34429952495438715 0.057342440370927783 0.30982347011566164 -0.16325388991832732 0.19889708335583028 -0.34514150717109443 -0.054647679797808324 -0.017609872136797225 -0.17768514764308929 leaf_weight=12704 21 22 20 27 20 23 35 104 20 20 26 20 140 21 20 leaf_count=12704 21 22 20 27 20 23 35 104 20 20 26 20 140 21 20 internal_value=0 0.39738 -0.0027589 -0.00385727 0.168744 0.083198 -0.00450394 0.0554744 0.0171832 -0.00590609 -0.00538981 -0.00580725 -0.00680374 -0.0312989 -0.17047 internal_weight=0 43 13200 13116 84 64 13089 299 264 12790 12750 12724 244 44 40 internal_count=13243 43 13200 13116 84 64 13089 299 264 12790 12750 12724 244 44 40 cat_boundaries=0 1 cat_threshold=3112 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=19 num_cat=5 split_feature=25 8 0 25 24 3 0 0 4 25 14 10 25 1 26 17 4 26 split_gain=105596 54965.3 27773.5 24678.3 36164.2 50206.9 22381.2 31655.7 21907.4 19511.2 17054.3 17232.5 11333.2 11039.8 4857.85 3627.94 3596.91 3535.17 threshold=0 280.57800000000003 22.196000000000005 1 2 99.322500000000019 172.87500000000003 235.50000000000003 8.2590000000000021 3 43.383000000000003 140.32000000000002 4 157.57350000000002 2022.5000000000002 90.340000000000018 228.18750000000003 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 left_child=2 3 17 4 5 8 10 -8 12 14 11 -6 -2 15 -5 16 -11 -1 right_child=1 -3 -4 9 6 -7 7 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.1521583241592219 -0.01848812899382218 0.51894388866424568 0.59388326358795174 -0.088888688617282455 -0.0052378373745838869 0.6037598215937614 0.51886955261230472 -0.0020282667023794991 0.41161521172523502 -0.01007004262531775 0.28412258183956146 -0.30138849759101866 0.10564571740983547 0.17310123349681047 -0.22567950830459593 0.12449499249458314 -0.14429556125402451 0.2447484878698985 leaf_weight=81 105 20 20 54 1117 20 20 28 20 11260 20 20 251 33 50 20 20 84 leaf_count=81 105 20 20 54 1117 20 20 28 20 11260 20 20 251 33 50 20 20 84 internal_value=0 -0.00488965 0.229545 -0.00569695 0.0309618 0.112697 0.00339475 0.215012 0.0895737 -0.0108462 -0.00535521 -0.0104472 0.0714815 -0.00952767 -0.141087 -0.0100694 -0.010308 0.199295 internal_weight=0 13058 185 13038 1601 396 1205 48 376 11437 1157 1137 356 11333 104 11300 11280 165 internal_count=13243 13058 185 13038 1601 396 1205 48 376 11437 1157 1137 356 11333 104 11300 11280 165 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 16448 256 134234880 16 591609856 33312 1041 0 0 1076363264 512 0 4194304 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=11 num_cat=0 split_feature=4 4 8 6 3 14 10 10 3 3 split_gain=66856.8 106829 26563.6 28266.5 25584.5 10184.6 22438.7 11349.3 9613.37 2945.73 threshold=272.07425000000006 365.72000000000008 312.55000000000013 316.3010000000001 181.87500000000003 182.65800000000004 206.27675000000002 30.283500000000007 344.25000000000006 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 9 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 -11 leaf_value=-0.0056357089838888286 0.90240770680563787 -0.09473795197226785 0.36145372009277343 0.31996320459577776 0.18723031709068699 0.18217402129337706 -0.24808163437404129 0.09127040776561518 -0.0093840837478637706 0.33480811050959991 leaf_weight=12884 21 22 20 27 38 29 38 122 21 21 leaf_count=12884 21 22 20 27 38 29 38 122 21 21 internal_value=0 0.39224 -0.00271233 -0.00326494 -0.00392845 -0.00501947 -0.00543565 -0.0047267 0.174358 0.239758 internal_weight=0 43 13200 13180 13153 13073 13044 13006 80 59 internal_count=13243 43 13200 13180 13153 13073 13044 13006 80 59 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=13 num_cat=2 split_feature=8 25 25 10 15 26 8 5 5 13 6 15 split_gain=124521 96334.8 33275 31986 21150.7 15391.3 11569.8 11640.7 8726.58 7048.87 6832.3 9142.17 threshold=312.55000000000013 0 1 41.645000000000003 26.955000000000002 2022.5000000000002 151.80020000000005 38.528000000000006 217.36500000000004 131.43000000000004 211.12500000000003 118.09000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 -1 7 -3 9 10 11 -4 right_child=-2 2 8 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.12631075106818102 0.7898711490631104 0.032108233789375669 -0.0080194951511221683 0.3575936340563225 0.36309610223770145 0.2899246783005564 -0.20345365858078004 0.20235519556772141 -0.17843903811772666 0.17537779456093197 -0.16401897498539517 0.18734896744290988 leaf_weight=116 20 918 11957 33 20 114 20 42 30 21 28 24 leaf_count=116 20 918 11957 33 20 114 20 42 30 21 28 24 internal_value=0 0.000226351 -0.0034105 0.050784 0.0411671 0.198764 0.0345971 0.0395565 -0.00809076 -0.00767268 -0.00799278 -0.00762814 internal_weight=0 13323 13093 1033 1000 230 980 960 12060 12030 12009 11981 internal_count=13343 13323 13093 1033 1000 230 980 960 12060 12030 12009 11981 cat_boundaries=0 3 7 cat_threshold=0 16448 2097408 67109632 32768 3242934272 32800 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=18 num_cat=4 split_feature=25 25 0 10 15 4 5 5 25 4 4 26 5 17 4 6 25 split_gain=114223 47321.7 28663.8 19251.9 23146.2 19743.7 15767.1 25758.4 18823.6 9899.17 25407.4 9595.61 7995.61 6607.96 5221.36 5115.25 4130.66 threshold=0 1 22.196000000000005 211.12500000000003 30.432000000000006 36.89500000000001 38.528000000000006 199.12500000000003 2 149.69580000000005 233.80500000000004 2022.5000000000002 205.12500000000003 95.142500000000013 272.07425000000006 211.12500000000003 3 decision_type=9 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 left_child=2 3 11 4 5 6 8 -8 -2 12 -11 -1 13 15 -7 16 -3 right_child=1 9 -4 -5 -6 14 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.13610502910614014 0.1279834916862338 -4.6701698847274211e-05 0.60748548364639288 0.35118867722424596 0.38986401754617689 -0.19295874781724884 0.44190215667088828 0.0090098248209272112 0.024268382420878802 0.36600455204645793 -0.08950985870361329 0.28517801583531394 -0.17467104467852362 0.16472582372752104 0.0041244573593139646 -0.15773122289906377 -0.01260526635566791 leaf_weight=90 219 3922 20 22 20 41 27 28 813 24 25 83 29 22 20 23 7915 leaf_count=90 219 3922 20 22 20 41 27 28 813 24 25 83 29 22 20 23 7915 internal_value=0 -0.00223738 0.236793 0.0576328 0.0525969 0.0467212 0.0565453 0.221521 0.047753 -0.00823754 0.133599 0.207626 -0.00882795 -0.00842318 -0.128341 -0.00874437 -0.00845488 internal_weight=0 13150 193 1190 1168 1148 1087 55 1032 11960 49 173 11911 11882 61 11860 11837 internal_count=13343 13150 193 1190 1168 1148 1087 55 1032 11960 49 173 11911 11882 61 11860 11837 cat_boundaries=0 3 7 11 15 cat_threshold=0 16448 256 67109632 2129920 3245031424 32800 67108864 0 1080164352 32800 134235161 1213868176 1055744 18878464 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=10 num_cat=0 split_feature=8 0 7 4 4 8 3 4 8 split_gain=121606 53444.9 43120.5 22243.6 17343.3 10559 10416.5 3090.06 79.5368 threshold=312.55000000000013 338.28750000000008 355.00000000000006 333.3454000000001 216.24000000000004 151.80020000000005 344.25000000000006 243.26250000000002 218.62500000000003 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=-0.00074249128746593123 0.78056091880798339 0.39046778515407021 0.4631658983230591 -0.31222845865332566 0.28228665374574208 -0.13187375409262519 -0.2236369176138015 0.11774241614341736 -0.15742784121940875 leaf_weight=13128 20 35 20 23 21 21 21 25 29 leaf_count=13128 20 35 20 23 21 21 21 25 29 internal_value=0 0.000213275 -0.000814638 -0.00151404 -0.000974479 -0.00165002 -0.00109847 0.19286 -0.146695 internal_weight=0 13323 13288 13268 13245 13199 13149 46 50 internal_count=13343 13323 13288 13268 13245 13199 13149 46 50 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=10 num_cat=0 split_feature=8 0 7 4 4 8 13 4 8 split_gain=119186 52381.4 42262.4 21800.9 16998.2 10348.9 10072.5 3028.57 77.954 threshold=312.55000000000013 338.28750000000008 355.00000000000006 333.3454000000001 216.24000000000004 151.80020000000005 62.425150000000009 243.26250000000002 218.62500000000003 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=-0.0016495243704077423 0.77275529861450198 0.38656311253138953 0.45853422260284427 -0.30910617413728131 0.27946379320962089 -0.13055501710800896 0.13520666363614578 0.11656499576568603 -0.15585356038192225 leaf_weight=13095 20 35 20 23 21 21 54 25 29 leaf_count=13095 20 35 20 23 21 21 54 25 29 internal_value=0 0.000211142 -0.000806492 -0.0014989 -0.000964734 -0.00163352 -0.00108749 0.190932 -0.145228 internal_weight=0 13323 13288 13268 13245 13199 13149 46 50 internal_count=13343 13323 13288 13268 13245 13199 13149 46 50 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=22 num_cat=10 split_feature=8 25 24 26 25 24 0 25 24 25 0 7 2 13 25 24 24 26 26 26 26 split_gain=116814 91949.9 260060 61338.5 31831.8 33445.1 18395.9 19126.1 31551.6 11368.1 9139.37 7885.97 6921.45 6852.67 6005.69 4349.76 1904.52 4550.73 1910.21 527.161 66.5186 threshold=312.55000000000013 0 1 2022.5000000000002 2 3 172.87500000000003 4 5 6 27.015000000000004 211.12500000000003 207.80256000000003 140.32000000000002 7 8 9 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 9 1 9 2 2 2 2 9 1 1 2 2 2 2 left_child=1 2 3 -1 5 6 7 8 -3 10 15 12 13 14 -6 -7 17 -11 -18 -4 -9 right_child=-2 4 19 -5 11 9 -8 20 -10 16 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=0.37784078975893415 0.76502774429321296 0.17785288278579714 -0.090805990733797581 0.87406702650354262 0.0010875910783654864 0.084293278557023191 0.35743889055081773 0.21066034517426421 -0.019007030815863218 -0.09401889948411421 -0.15905039268991222 0.15677636902907799 -0.15519936114549637 0.17701564645767215 -0.01361328738036318 0.0045393042306642274 -0.061151237533642697 0.033487074626119516 -0.1477184811115265 -0.1310995333942015 0.19677482763926191 leaf_weight=53 20 115 63 47 4385 143 28 69 234 55 23 29 32 20 7594 138 52 57 50 67 69 leaf_count=53 20 115 63 47 4385 143 28 69 234 55 23 29 32 20 7594 138 52 57 50 67 69 internal_value=0 0.000209031 0.194176 0.555516 -0.00334407 0.0496622 0.106124 0.093854 0.0490081 -0.00741957 0.0315622 -0.00792171 -0.00832529 -0.00793359 -0.00824238 0.0482871 -0.0617324 -0.02674 -0.0943374 -0.103603 0.189953 internal_weight=0 13323 230 100 13093 1033 515 487 349 518 304 12060 12031 11999 11979 281 214 112 102 130 138 internal_count=13343 13323 230 100 13093 1033 515 487 349 518 304 12060 12031 11999 11979 281 214 112 102 130 138 cat_boundaries=0 3 4 8 9 12 13 16 20 21 22 cat_threshold=0 16448 2097408 570 67109632 32768 3242934272 32800 3297 768 32768 2164260864 65 512 32768 16777216 134235161 1216030848 537926656 18878464 26 22 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=29 num_cat=10 split_feature=25 24 26 24 7 7 25 24 25 15 25 8 25 2 8 26 25 26 0 26 11 11 1 24 26 11 26 11 split_gain=73694.9 160306 167387 19852.5 18949.9 22362.5 13359.4 13354.8 64815.1 63331.9 36001.1 21356 12327.2 11202.1 9966.9 8988.04 8680.42 5403.62 2932.15 1301.63 1135.41 1136.57 1009.32 992.326 932.946 125.616 101.829 39.1651 threshold=0 1 2022.5000000000002 2 178.65425000000002 239.51250000000002 3 4 5 32.879500000000014 6 198.34750000000003 7 69.727000000000018 25.505000000000003 2022.5000000000002 8 2022.5000000000002 49.292053000000003 2022.5000000000002 18.794500000000003 34.133400000000016 51.072690000000009 9 2022.5000000000002 23.944000000000003 2022.5000000000002 58.223000000000006 decision_type=9 1 2 1 2 2 9 1 9 2 9 2 9 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 -1 19 6 -6 7 8 17 12 14 13 -10 -12 18 -5 24 -2 -9 -3 22 25 23 -18 -8 -22 -24 -23 right_child=4 3 -4 15 5 -7 16 10 9 -11 11 -13 -14 -15 -16 -17 20 -19 -20 -21 21 27 26 -25 -26 -27 -28 -29 leaf_value=0.10533964263068306 0.21369773403290779 0.1242351313026584 0.90420449462591435 -0.019775982189178469 0.409149514635404 0.019244709956018548 -0.072884929850697514 -0.089836289743671499 -0.01566726982810393 0.57329263806343078 0.0016274995740946042 0.3336559393405914 0.041097074419541184 0.14887537002563478 -0.332480614900589 -0.20347292322861521 -0.0074181381892718537 0.35342164812088017 -0.21623088216781619 0.052405448051599357 0.080701515436172488 -0.00022922274741259488 -0.038623408703576952 -0.014323815782693402 -0.12777242632706959 0.046074042699553751 -0.067334613641103117 -0.018892192840576173 leaf_weight=54 62 49 51 50 24 38 64 223 952 20 2052 20 626 53 20 57 4256 50 20 52 20 22 21 4246 60 22 30 23 leaf_count=54 62 49 51 50 24 38 64 223 952 20 2052 20 626 53 20 57 4256 50 20 52 20 22 21 4246 60 22 30 23 internal_value=0 0.148695 0.450459 -0.0173126 -0.0042279 0.170176 -0.00507188 0.00982167 0.0310768 0.0140122 -0.0054648 0.00838555 0.00701256 0.00533493 -0.113581 -0.107579 -0.0120335 0.253445 -0.100239 0.0793928 -0.0107805 0.0251505 -0.0111585 -0.0108925 -0.0920222 0.0625633 -0.0555124 -0.00976807 internal_weight=0 313 105 208 12924 62 12862 4098 1710 1598 2388 2125 1578 2105 263 107 8764 112 243 101 8640 87 8553 8502 124 42 51 45 internal_count=13237 313 105 208 12924 62 12862 4098 1710 1598 2388 2125 1578 2105 263 107 8764 112 243 101 8640 87 8553 8502 124 42 51 45 cat_boundaries=0 3 4 5 9 10 13 17 20 23 24 cat_threshold=0 64 1111621888 538 3329 138412817 2288552088 2704084992 2130464 1125 256 16 2149580800 256 524304 2149646336 544 134217744 2285895688 554176512 16384 16384 17408 1117 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=18 num_cat=6 split_feature=4 25 13 2 25 24 25 24 5 26 6 10 25 3 1 13 26 split_gain=127087 56011.2 23735.9 39601 17742.6 53709.4 41214.9 58912.9 19184.8 16383.2 13782.4 14303.3 9220.91 8768.3 5653.61 1665.99 1275.89 threshold=344.25000000000006 0 55.232840000000003 17.8965 1 2 3 4 8.3918550000000014 2022.5000000000002 169.68000000000004 51.726358500000011 5 177.71725000000004 228.56250000000003 175.27925000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 9 1 2 2 2 2 9 2 2 2 2 left_child=1 9 4 15 5 6 8 -8 -3 -1 11 -7 16 14 -14 -4 -6 right_child=-2 2 3 -5 12 10 7 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 leaf_value=0.099364527756313117 0.66076767921447754 0.016573679675685179 -0.015370520750681561 0.55449305915832514 -0.067562618217771014 -0.016332371808608442 0.36373367266221479 0.039102159934257398 0.31415615309839662 0.3397173625133077 -0.21430490507799035 0.18617017971144784 -0.0093817867813703656 0.19076087431474165 0.1589016363620758 0.095161259078979502 -0.13146184129099692 leaf_weight=53 29 373 30 20 63 1121 111 124 23 61 34 36 11030 22 20 25 62 leaf_count=53 29 373 30 20 63 1121 111 124 23 61 34 36 11030 22 20 25 62 internal_value=0 -0.0019496 -0.00394837 0.173437 -0.00497329 0.0238899 0.097752 0.201026 0.0330236 0.209589 -0.0157309 -0.0100315 -0.00968265 -0.00867229 -0.0090772 0.0348712 -0.0919043 internal_weight=0 13208 13094 75 13019 1822 631 235 396 114 1191 1157 11197 11072 11050 55 125 internal_count=13237 13208 13094 75 13019 1822 631 235 396 114 1191 1157 11197 11072 11050 55 125 cat_boundaries=0 4 8 9 12 13 16 cat_threshold=0 0 37748992 32768 134218497 2654232 3241082880 32 101 134218241 2097160 524288 33 16384 16384 17408 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=13 num_cat=3 split_feature=4 25 13 2 0 25 0 1 19 25 13 0 split_gain=124557 54895 23262.8 38812.9 18505.2 16775.1 21169.1 13612.2 9942.03 9743.87 1632.84 35.8353 threshold=344.25000000000006 0 55.232840000000003 17.8965 338.28750000000008 1 26.014500000000009 203.96813100000003 64.847000000000023 2 175.27925000000002 217.36500000000004 decision_type=2 9 2 2 2 9 2 2 2 9 2 2 left_child=1 -1 4 10 5 6 7 -3 9 -7 -4 -8 right_child=-2 2 3 -5 -6 8 11 -9 -10 -11 -12 -13 leaf_value=0.20749346536974753 0.65416000004472408 0.078786433625562549 -0.015216815710067749 0.54894813156127931 0.27847937583923338 -0.061959563682144538 -0.16490375041961669 -0.15186322106255426 0.19986240091531174 -0.0067652779972143633 0.094209651565551764 -0.14709912776947021 leaf_weight=114 29 489 30 20 23 319 26 27 23 12092 25 20 leaf_count=114 29 489 30 20 23 319 26 27 23 12092 25 20 internal_value=0 -0.00192706 -0.00390581 0.171703 -0.00492046 -0.00542201 0.0475468 0.0667176 -0.00784806 -0.00823931 0.0345225 -0.157163 internal_weight=0 13208 13094 75 13019 12996 562 516 12434 12411 55 46 internal_count=13237 13208 13094 75 13019 12996 562 516 12434 12411 55 46 cat_boundaries=0 4 8 11 cat_threshold=0 0 37748992 32768 256 2129936 1093337088 32 16384 81984 17408 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=12 num_cat=0 split_feature=8 3 6 26 15 15 14 10 5 3 15 split_gain=72251.4 35725.4 23916.5 19435.6 14943.1 34153 15340.4 16924.3 9653.17 7055.24 5486.53 threshold=285.62500000000006 177.71725000000004 316.3010000000001 2022.5000000000002 32.879500000000014 43.248000000000012 182.65800000000004 239.51250000000002 97.70750000000001 238.08750000000003 118.09000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 6 -6 7 8 -1 -5 -7 right_child=-2 3 -4 9 5 10 -8 -9 -10 -11 -12 leaf_value=-0.0034484483735997351 0.54769653320312506 0.40597392209370931 0.30016664303266088 0.2191690258026123 0.48914113950729377 -0.05827564838605049 0.25951346180655743 -0.24608031422927462 -0.099270618974037883 -0.0035425495378898853 0.11692097880623557 leaf_weight=12850 24 30 26 25 20 39 22 29 106 33 33 leaf_count=12850 24 30 26 25 20 39 22 29 106 33 33 internal_value=0 -0.00147945 -0.00282587 0.199336 -0.00342727 0.12357 -0.00432554 -0.00477255 -0.00423242 0.0924538 0.0220228 internal_weight=0 13213 13125 88 13099 92 13007 12985 12956 58 72 internal_count=13237 13213 13125 88 13099 92 13007 12985 12956 58 72 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=25 num_cat=10 split_feature=8 25 24 26 25 24 15 25 25 25 3 5 25 26 26 0 11 11 24 26 25 26 11 26 split_gain=70813.6 59918.5 181301 88809.9 14250.2 23050 74716.1 73009.4 23986 14857.9 9152.29 11884.4 8848.27 8638.79 7353.67 4616.15 2235.57 4972.25 1841.33 2737.6 1320 950.531 544.436 10.5573 threshold=285.62500000000006 0 1 2022.5000000000002 2 3 32.879500000000014 4 5 6 177.71725000000004 107.74244000000002 7 2022.5000000000002 2022.5000000000002 11.555000000000001 17.849000000000004 22.320000000000004 8 2022.5000000000002 9 2022.5000000000002 29.091000000000005 2022.5000000000002 decision_type=2 9 1 2 9 1 2 9 9 9 2 2 9 2 2 2 2 2 1 2 9 2 2 2 left_child=1 2 3 -1 5 6 7 13 15 -9 11 -10 21 -3 -4 23 18 -18 19 -14 -20 -6 -19 -7 right_child=-2 4 14 -5 12 8 -8 9 10 -11 -12 -13 16 -15 -16 -17 17 22 20 -21 -22 -23 -24 -25 leaf_value=0.19669761980994274 0.54221954822540286 0.20904928822671212 -0.01052145004272461 0.75267804213932576 -0.071150069870054719 -0.11254076073964438 0.59541853249073029 -0.017457643084544474 0.0012066623073386548 0.047926144965595184 0.17110047832612069 -0.18740659924114453 0.023095298224455354 0.38382512523577766 -0.14406164055778867 -0.26906304938452585 0.17351396855853854 -0.044185979843139649 -0.035633077483320438 -0.015102110330035778 -0.011231384428378247 -0.12586738800245617 0.015700271233679758 -0.10701154284179211 leaf_weight=59 24 62 81 56 64 75 24 767 1914 621 31 34 385 52 84 21 21 20 223 366 8063 63 63 64 leaf_count=59 24 62 81 56 64 75 24 767 1914 621 31 34 385 52 84 21 21 20 223 366 8063 63 63 64 internal_value=0 -0.00146465 0.140696 0.430041 -0.00464762 0.0120242 0.041593 0.0330205 -0.00916602 0.011929 0.000624355 -0.00208536 -0.0112463 0.265484 -0.0740195 -0.123174 -0.0100382 0.0360499 -0.0105797 0.00442092 -0.0119303 -0.0911186 0.00126985 -0.109995 internal_weight=0 13213 280 115 12933 3665 1526 1502 2139 1388 1979 1948 9268 114 165 160 9141 104 9037 751 8286 127 83 139 internal_count=13237 13213 280 115 12933 3665 1526 1502 2139 1388 1979 1948 9268 114 165 160 9141 104 9037 751 8286 127 83 139 cat_boundaries=0 4 5 9 10 13 16 19 22 23 27 cat_threshold=0 64 1107427584 32768 539 138412801 2288550040 2708279296 2097184 1125 256 16 2149580800 0 16 2149580800 134217728 2285895688 554176512 16384 16384 17408 1024 75497472 73728 2050 512 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=8 num_cat=0 split_feature=8 3 11 10 4 7 0 split_gain=116327 52209.4 23706.4 27943 16079.3 14487.9 15462.2 threshold=285.62500000000006 333.3454000000001 257.43900000000002 227.60400000000001 333.3454000000001 255.10500000000002 338.28750000000008 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=-0.0028398748145411091 0.68024993896484376 0.40090408086776735 0.2925002091902274 -0.28629537660734994 -0.26196528911590578 -0.20904831844217636 0.24126806662632871 leaf_weight=13039 25 32 27 35 24 34 26 leaf_count=13039 25 32 27 35 24 34 26 internal_value=0 -0.00253044 -0.00350958 -0.00411699 -0.0033644 -0.00289059 -0.00235409 internal_weight=0 13217 13185 13158 13123 13099 13065 internal_count=13242 13217 13185 13158 13123 13099 13065 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=15 num_cat=0 split_feature=4 8 0 1 9 3 4 6 26 0 0 0 4 9 split_gain=115500 35569.3 18841 94301 14177.9 10490.5 10189.3 15582.3 9041.7 17312.8 13530.3 7500.87 6146.17 801.534 threshold=279.07800000000003 285.62500000000006 105.004 21.947000000000003 197.74150000000003 293.85000000000008 93.825000000000017 206.27675000000002 2022.5000000000002 241.78314000000003 189.93750000000003 200.13000000000002 117.39000000000001 263.60184000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 10 11 -4 -10 -8 -6 right_child=-2 -3 3 -5 13 -7 12 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.0039307873594961098 0.52870901549734717 0.39888298728249288 -0.094455970468975248 0.68217468182245899 -0.22676299647851422 -0.19762424690382824 0.24847696564414284 -0.1903413478533427 -0.043502626657485964 -0.23597876618890201 0.2302451302065994 0.20651188647747043 0.055104837876099808 -0.14140101075172426 leaf_weight=12813 41 22 21 24 22 28 22 45 30 34 33 20 65 22 leaf_count=12813 41 22 21 24 22 28 22 45 30 34 33 20 65 22 internal_value=0 -0.00287488 -0.00354554 0.103633 -0.00487941 -0.00427162 -0.0038534 -0.00458318 0.00301735 -0.0618824 0.103972 0.0565032 0.104004 -0.184082 internal_weight=0 13201 13179 162 13017 12973 12945 12858 138 84 54 50 87 44 internal_count=13242 13201 13179 162 13017 12973 12945 12858 138 84 54 50 87 44 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=22 num_cat=7 split_feature=4 25 24 25 25 6 5 5 25 0 25 6 2 2 26 25 6 26 6 26 26 split_gain=113201 39327.5 45830.5 59818.3 36564.7 29300.7 22921.6 33096.1 13780.2 16296.8 13445.5 7791.29 32213.5 8606.69 5923.97 5006.79 4732.1 3850.31 3312.37 2779.14 1368.82 threshold=279.07800000000003 0 1 2 3 25.910000000000004 7.2080000000000002 39.872500000000009 4 235.50000000000003 5 29.757000000000005 21.761100000000003 174.00000000000003 2022.5000000000002 6 32.511500000000005 2022.5000000000002 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 9 2 2 2 9 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 17 20 6 10 -8 19 11 -6 13 16 15 -5 -10 -13 -1 -7 -3 -4 right_child=-2 8 4 14 5 18 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.070279839582610554 0.52342191033247043 -0.076105269475416709 -0.090995352693966455 0.38624604020799908 0.12532717847204827 -0.092480769350722025 0.42087407600879673 0.042833023721521556 -0.069619599545703223 0.246977818107605 0.022537844329539584 0.1472865803204477 0.38961913261413572 -0.18171919201982434 0.25567701533220816 -0.0084730620032563517 -0.01722744718730021 0.046469850561448506 -0.2302844372662631 -0.1766337146759033 -0.14775094145952269 leaf_weight=57 41 55 84 70 144 37 40 55 126 25 829 20 25 29 69 11167 139 56 33 55 86 leaf_count=57 41 55 84 70 144 37 40 55 126 25 829 20 25 29 69 11167 139 56 33 55 86 internal_value=0 -0.00284613 0.0441429 0.165173 0.0197489 0.0404 0.0537457 0.202008 -0.00917313 -0.0080561 0.0392699 -0.00861724 0.0559326 -0.00966627 0.299859 -0.00922445 0.00346614 -0.0114117 -0.157445 -0.115839 -0.113057 internal_weight=0 13201 1560 252 1308 1138 1068 95 11641 11531 973 11506 184 11322 139 11293 159 113 70 110 170 internal_count=13242 13201 1560 252 1308 1138 1068 95 11641 11531 973 11506 184 11322 139 11293 159 113 70 110 170 cat_boundaries=0 4 5 7 11 15 18 20 cat_threshold=134234625 2113552 1097547776 32 33 513 2097152 0 16384 18939904 32 67108864 0 256 32768 0 16 4718592 0 64 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=18 num_cat=7 split_feature=8 3 25 24 25 4 1 7 25 25 4 24 25 6 8 0 8 split_gain=112493 51203.4 32709.5 39968.2 54207.5 104543 33062.5 19251.3 17359.7 12781.3 11859 9208.22 9028.53 4726.75 6911.49 4261.26 1858.52 threshold=285.62500000000006 333.3454000000001 0 1 2 29.205000000000002 31.872000000000003 92.090000000000018 3 4 189.44922000000003 5 6 228.18750000000003 46.946300000000001 220.33000000000001 64.682500000000019 decision_type=2 2 9 1 9 2 2 2 9 9 2 1 9 2 2 2 2 left_child=1 2 3 4 -1 6 -6 8 12 -4 -7 -10 -5 14 15 -11 -16 right_child=-2 -3 9 7 5 10 -8 -9 11 13 -12 -13 -14 -15 16 -17 -18 leaf_value=0.29263595860283653 0.66896206359863286 0.39705709949135781 -0.11279528936418165 0.0054930627999767176 0.0097309335958422876 0.37969518298194521 0.28947531880272759 -0.28469001264572141 -0.0085432188716155801 -0.0092299947077145363 0.71993972563743602 -0.12640056552616416 0.097352487822653558 -0.1621441127061844 0.15610514630873998 0.13008059111508458 0.052227473444625978 leaf_weight=101 25 32 109 455 691 21 45 25 141 11187 20 131 132 20 24 22 61 leaf_count=101 25 32 109 455 691 21 45 25 141 11187 20 131 132 20 24 22 61 internal_value=0 -0.00247162 -0.00344128 0.0365429 0.0840151 0.0535233 0.0268349 -0.0110195 -0.00318298 -0.00963241 0.545668 -0.0677748 0.0274344 -0.0085398 -0.00827535 -0.00895657 0.0815576 internal_weight=0 13217 13185 1762 878 777 736 884 859 11423 41 272 587 11314 11294 11209 85 internal_count=13242 13217 13185 1762 878 777 736 884 859 11423 41 272 587 11314 11294 11209 85 cat_boundaries=0 4 5 8 11 15 16 18 cat_threshold=134234633 540752 1097547776 32 3123 0 16384 1092616192 134218249 524288 4718592 67108864 0 256 32768 268 134218248 524288 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=20 num_cat=5 split_feature=8 3 25 24 25 4 26 7 10 25 6 25 5 4 6 8 7 26 8 split_gain=110254 50184.2 32080.6 39203.2 53249.2 102463 20026.5 18867.7 18262 16833.6 24786.6 12550 12219.3 11623 4632.69 6773.95 3930.21 2636.89 1821.53 threshold=285.62500000000006 333.3454000000001 0 1 2 29.205000000000002 2022.5000000000002 92.090000000000018 92.932500000000019 3 29.757000000000005 4 10.937500000000002 189.44922000000003 228.18750000000003 46.946300000000001 202.34813100000002 2022.5000000000002 64.682500000000019 decision_type=2 2 9 1 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 -1 9 -6 12 -11 17 -5 -7 15 16 -13 -4 -17 right_child=-2 -3 11 7 5 13 -8 -9 -10 10 -12 14 -14 -15 -16 18 -18 -19 -20 leaf_value=0.46374256659527213 0.66227243804931646 0.39308652289211748 -0.072377235889434816 0.070136120675470884 0.035103266380883597 0.37589822791871569 0.18199314640118527 -0.28184311428070069 -0.26408934207189655 -0.054542263910355361 0.28129338067510856 -0.0086044124240803096 -0.14443178801700987 0.71274034118652341 -0.16052267086505889 0.1545440985262394 -0.14239424120296132 -0.17075130224227905 0.051705196679371304 leaf_weight=49 25 32 54 313 715 21 52 25 21 494 23 11187 29 20 20 24 22 55 61 leaf_count=49 25 32 54 313 715 21 52 25 21 494 23 11187 29 20 20 24 22 55 61 internal_value=0 -0.00244579 -0.00340575 0.0361922 0.0832079 0.0529881 0.289973 -0.0109129 0.0265665 -0.00315489 -0.0388503 -0.00953707 0.0504661 0.540211 -0.0084544 -0.00819259 -0.008867 -0.111762 0.0807421 internal_weight=0 13217 13185 1762 878 777 101 884 736 859 517 11423 342 41 11314 11294 11209 109 85 internal_count=13242 13217 13185 1762 878 777 101 884 736 859 517 11423 342 41 11314 11294 11209 109 85 cat_boundaries=0 4 5 8 11 15 cat_threshold=134234633 540752 1097547776 32 3123 0 16384 1092616192 513 0 4718592 67108864 0 256 32768 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=28 num_cat=5 split_feature=25 10 0 25 7 0 25 7 14 26 10 3 0 0 25 3 0 3 10 0 26 11 10 10 25 26 3 split_gain=94528.1 150109 35732.9 56805.6 64356.7 23456.3 20622.4 20308.1 16454.4 8787.99 8770.2 24960.8 4560.42 4285.02 4341.77 3431 2680.68 2443.98 2079.87 1400.9 4098.64 851.471 778.478 2127.44 668.512 508.614 377.447 threshold=0 279.07800000000003 338.28750000000008 1 162.18600000000004 32.559500000000007 2 239.51250000000002 5.3450730000000002 2022.5000000000002 30.283500000000007 2.1510000000000002 206.27675000000002 61.612500000000004 3 53.153000000000013 220.33000000000001 16.594211000000005 36.89500000000001 73.929000000000016 2022.5000000000002 32.448500000000003 131.43000000000004 65.790000000000006 4 2022.5000000000002 105.004 decision_type=9 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 9 5 8 25 -6 -5 -1 13 18 -7 14 15 17 19 -8 -12 -15 -21 24 23 -20 -16 -2 -17 right_child=6 -3 -4 4 7 12 10 -9 -10 -11 11 -13 -14 16 21 26 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.20527091386025412 -0.15476419245495515 0.94204410743713385 0.4884815340042114 0.043949120324995462 0.64045107659839451 -0.088545659085114803 0.00092571687384300548 0.21033342568770699 -0.22093843857447307 0.3824591785777699 0.10605525052547454 0.39197048686799546 -0.25298693180084231 0.15186024699892317 -0.036693245683397567 -0.038397947130976495 -0.042834797122261736 0.046546830823106219 -0.039203483717782157 -0.033717227152415687 0.12573140056509721 0.042326382131412113 -0.055533411242067815 0.08021550381412873 -0.011557700948882069 -0.11579512314362961 -0.081096946432235403 leaf_weight=57 68 20 20 1025 21 48 3976 23 24 55 20 21 26 21 102 37 22 121 35 28 38 29 24 26 7392 66 47 leaf_count=57 68 20 20 1025 21 48 3976 23 24 55 20 21 26 21 102 37 22 121 35 28 38 29 24 26 7392 66 47 internal_value=0 0.0816786 0.0690608 0.0625022 0.0401059 0.0257502 -0.00717575 0.415617 0.0378888 0.268325 -0.00573589 0.0772473 -0.146322 -0.00662586 -0.00720709 0.000973643 0.0557836 0.00227308 0.0143027 0.0807216 0.0580865 -0.0117393 -0.00728613 0.0116964 -0.0119642 -0.126156 -0.0622891 internal_weight=0 1319 1299 1279 1167 1123 12073 44 1049 112 11939 126 74 11813 11704 4181 109 4097 105 87 66 7523 85 61 7494 134 84 internal_count=13392 1319 1299 1279 1167 1123 12073 44 1049 112 11939 126 74 11813 11704 4181 109 4097 105 87 66 7523 85 61 7494 134 84 cat_boundaries=0 4 7 11 15 19 cat_threshold=67109632 2113616 3242197248 32 0 16384 1077936384 0 0 36175872 32768 2281710617 1213966984 351232 39850496 4210688 0 131074 16384 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=11 num_cat=0 split_feature=4 2 8 2 4 8 3 9 2 2 split_gain=129515 13933.4 14378.7 15076.2 14824.6 13323.7 11979.2 13611.4 9903.58 10210.4 threshold=293.85000000000008 376.61250000000007 269.79925000000003 114.12500000000001 33.379000000000012 162.18600000000004 255.10500000000002 197.74150000000003 255.10500000000002 181.87500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 9 -5 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.00033699864902498483 0.6273172057758678 -0.25731248083568753 0.23540984630584716 0.1297923606441867 0.36174290871620179 -0.19047020783295501 0.17923998123890644 -0.17082006418958626 0.2236118726377134 -0.11779414508077833 leaf_weight=13077 33 21 26 31 20 37 37 47 27 36 leaf_count=13077 33 21 26 31 20 37 37 47 27 36 internal_value=0 6.89763e-05 0.00047421 1.53516e-05 0.114521 -0.000973708 -0.000440969 -0.000947537 0.0619202 -0.00323919 internal_weight=0 13359 13338 13312 114 13198 13161 13124 94 67 internal_count=13392 13359 13338 13312 114 13198 13161 13124 94 67 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=33 num_cat=13 split_feature=4 25 24 25 25 5 25 5 25 24 24 6 26 24 10 26 4 24 26 0 26 25 24 0 0 10 10 0 25 26 26 26 split_gain=126938 77641.8 70158.2 70858.2 43195.9 30574.5 21061.8 28739.4 15667.8 39688.5 13224.5 11582.6 10582 9247.12 9233.13 9179.03 8214.93 7547.54 6104.8 4983.34 4712.73 3966.87 6044.28 2987.4 2739.93 1528.65 2425.7 1088.68 554.675 405.413 210.602 0.99162 threshold=293.85000000000008 0 1 2 3 22.111000000000004 4 11.555000000000001 5 6 7 10.897500000000003 2022.5000000000002 8 30.283500000000007 2022.5000000000002 2.4432500000000004 9 2022.5000000000002 61.612500000000004 2022.5000000000002 10 11 42.105000000000011 220.33000000000001 131.43000000000004 46.655499999999996 73.929000000000016 12 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 9 2 9 2 9 1 1 2 2 1 2 2 2 1 2 2 2 9 1 2 2 2 2 2 9 2 2 2 left_child=1 2 3 5 31 11 7 10 9 18 12 13 -4 -1 19 -6 25 29 -3 21 -11 22 -10 -12 27 26 -16 -21 -23 -8 -19 -5 right_child=-2 8 6 4 15 -7 17 -9 14 20 23 -13 -14 -15 16 -17 -18 30 -20 24 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=-0.010809152824314017 0.62104403004501807 0.013691877398574562 0.2040466525906422 0.14789735838083121 0.39670926597883116 0.36154334868154214 -0.035420873255099891 0.37990897953510283 0.015007761084713439 -0.10912782127206976 -0.012406154176070229 -0.17397971401214601 0.010879472134248265 0.099858658069587616 -0.0026436457489476062 0.58463751662011243 0.26083660023553029 -0.13654798872330609 0.16206761232128852 0.15011063121614002 -0.19935268541714091 -0.0089860718979821314 -0.0093631192037966025 -0.1402843987941742 -0.039951516787211101 -0.032386132407756077 0.10873032869771124 0.066970495004502556 -0.014641737057740235 0.0035110346917752865 -0.16501387011330082 0.14963748037363545 leaf_weight=142 33 57 61 65 53 31 53 24 1741 121 211 25 53 156 33 51 21 51 54 21 111 4370 2420 20 21 21 48 63 3088 54 53 66 leaf_count=142 33 57 61 65 53 31 53 24 1741 121 211 25 53 156 33 51 21 51 54 21 111 4370 2420 20 21 21 48 63 3088 54 53 66 internal_value=0 6.82867e-05 0.0775606 0.153795 0.287067 0.0598678 -0.00115171 0.0441105 -0.00742063 -0.0730893 0.0220292 0.032768 0.105028 0.0501126 -0.00545932 0.445983 0.0807258 -0.0787212 0.0787776 -0.00636817 -0.146003 -0.00698794 0.000845411 -0.0225037 0.0622141 0.0436442 0.0633557 0.0877555 -0.0113443 -0.0144249 -0.137804 0.138223 internal_weight=0 13359 1169 589 235 354 580 369 12190 343 345 323 114 298 11847 104 123 211 111 11724 232 11619 4161 231 105 102 81 84 7458 107 104 131 internal_count=13392 13359 1169 589 235 354 580 369 12190 343 345 323 114 298 11847 104 123 211 111 11724 232 11619 4161 231 105 102 81 84 7458 107 104 131 cat_boundaries=0 4 5 8 12 15 19 20 21 22 23 27 28 32 cat_threshold=67109632 2113552 3242213632 32 3688 512 0 3238002688 67109120 2097152 0 32 768 0 3238019072 4210688 64 36175872 49152 275 257 3584 276 2281710617 1213966984 334848 39850496 1109 1629032612 2810184705 9437705 16785621 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=35 num_cat=11 split_feature=25 10 24 25 3 26 25 25 5 5 7 6 6 10 3 2 3 26 24 25 24 5 0 25 26 25 26 25 10 26 5 10 10 26 split_gain=90816.4 146149 55874.3 89139.2 43363.1 24230.1 20098 19199.1 17620 19734.8 14523.5 13849.7 23487.7 8418.35 24344.5 7931.42 5786.93 5577.01 4169.3 14375.6 10706.5 8959.51 6883.53 5289.8 6776.92 4846.22 4467.99 2198.4 2055.06 1386.14 806.779 746.773 2056.78 491.689 threshold=0 279.07800000000003 1 2 2.2424500000000003 2022.5000000000002 3 4 38.528000000000006 205.12500000000003 10.960000000000003 113.47200000000001 18.735000000000003 30.283500000000007 2.1510000000000002 5.3321340000000008 137.37250000000003 2022.5000000000002 5 6 7 69.290000000000006 35.061020000000006 8 2022.5000000000002 9 2022.5000000000002 10 36.89500000000001 2022.5000000000002 4.1660000000000013 131.43000000000004 65.790000000000006 2022.5000000000002 decision_type=9 2 1 9 2 2 9 9 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 9 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 5 10 -1 33 17 11 -10 15 12 -9 18 28 -5 -6 -4 19 20 26 22 -21 24 -20 30 -8 -27 -15 -22 -25 32 -30 -2 right_child=6 -3 7 4 16 -7 13 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19 23 21 29 -23 -24 25 -26 27 -28 -29 31 -31 -32 -33 -34 -35 leaf_value=0.065907511642013777 -0.15266965143820818 0.9289799308776856 0.18225802059415019 0.30814913198981486 0.09475691912350831 -0.20423238039016725 0.10107696670073051 -0.018898302809419957 0.42199769687652594 -0.016920660109747025 0.56854723471403124 -0.26315519419583405 0.32931378960609436 0.10471452236175538 0.38648754006340391 0.12313793037946408 -0.11638477325439453 0.062665450046588841 0.14552364058494568 -0.0057902128550264892 -0.016662947963660933 0.2026464557647705 0.099450590591582039 -0.055469428963131354 -0.019120512199401855 0.00092400738079646588 0.23367546657721203 -0.013863449778391393 -0.039404216017041888 0.045823939283129195 -0.12225835418701171 -0.055203432788451509 0.078014646241298086 -0.11435442736654571 leaf_weight=69 68 20 79 213 27 64 54 616 20 21 20 22 20 20 21 26 25 77 50 4608 71 21 63 189 50 1246 48 5322 35 71 20 24 26 66 leaf_count=69 68 20 79 213 27 64 54 616 20 21 20 22 20 20 21 26 25 77 50 4608 71 21 63 189 50 1246 48 5322 35 71 20 24 26 66 internal_value=0 0.080043 0.0675886 0.157123 0.248776 -0.0596032 -0.00704936 0.0190332 -0.00389263 0.197186 0.309685 -0.016481 -0.00794824 -0.00562796 0.0756736 0.288022 -0.00675351 0.115805 -0.00649991 0.000522578 0.0737992 -0.00343691 -0.00437078 -0.0115243 0.057456 -0.0126253 0.14888 -0.011061 0.0135109 0.0136213 -0.059036 -0.00794881 0.0106432 -0.124506 internal_weight=0 1319 1299 444 311 133 12073 855 699 41 259 658 636 11939 126 239 52 156 11813 4936 244 4692 4671 6877 100 6777 102 6568 105 142 209 85 61 134 internal_count=13392 1319 1299 444 311 133 12073 855 699 41 259 658 636 11939 126 239 52 156 11813 4936 244 4692 4671 6877 100 6777 102 6568 105 142 209 85 61 134 cat_boundaries=0 4 5 8 12 15 16 20 21 24 28 32 cat_threshold=67109632 2113616 3242197248 32 1632 67108864 64 1090519040 0 0 36175872 32768 67108864 0 1090519040 1047 134217729 32768 0 512 20 0 589824 65536 16385 32768 131072 512 73736 2185363456 262152 52441088 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=24 num_cat=11 split_feature=4 25 24 25 8 24 10 25 24 3 10 3 4 25 4 24 25 25 1 1 24 10 10 split_gain=123680 74501.6 71269.9 89650.7 41269.8 38604 28670.3 15129.9 38840.1 14193.8 8771.8 23397.4 7435.15 7317.47 4728.9 4099.8 11635.2 3946.18 3120.66 2536.64 2143.18 1908.6 744.768 threshold=293.85000000000008 0 1 2 174.00000000000003 3 25.914500000000007 4 5 25.505000000000003 30.283500000000007 2.1510000000000002 10.897500000000003 6 166.68000000000004 7 8 9 6.5057 45.24025000000001 10 36.89500000000001 131.43000000000004 decision_type=2 9 1 9 2 1 2 9 1 2 2 2 2 9 2 1 9 9 2 2 1 2 2 left_child=1 2 9 -4 5 18 -7 8 -3 12 14 21 13 -1 15 16 -9 -17 -5 -10 -15 -12 -23 right_child=-2 7 3 4 -6 6 -8 10 19 -11 11 -13 -14 20 -16 17 -18 -19 -20 -21 -22 22 -24 leaf_value=0.021830661038095639 0.61301088795517433 0.078390299052246357 0.39500444260318723 0.23563335877877695 0.53411473035812385 0.012257829361794644 0.39866692495346073 0.051888729200750439 -0.16084081353460039 0.17685092268318964 0.10366738212108612 0.38262267112731935 -0.24052403926849367 -0.033153460928927299 0.13399519190192222 -0.045361691343611558 -0.0043684558140349534 -0.010361584828017259 0.10719489184292881 -0.04797764127904719 -0.10717696647333906 0.013531861315339297 -0.053553456385498466 leaf_weight=119 33 111 103 135 20 481 20 384 210 29 20 21 20 105 24 335 5485 5498 22 22 113 59 23 leaf_count=119 33 111 103 135 20 481 20 384 210 29 20 21 20 105 24 335 5485 5498 22 22 113 59 23 internal_value=0 5.66724e-05 0.0760364 0.130665 0.0853495 0.0730063 0.0271416 -0.0072724 -0.0718041 -0.0350027 -0.00534539 0.0786591 -0.0531926 -0.042075 -0.00623111 -0.00651871 -0.000605631 -0.0124459 0.204604 -0.143934 -0.0745413 0.0160784 -0.00528475 internal_weight=0 13359 1167 781 678 658 501 12192 343 386 11849 123 357 337 11726 11702 5869 5833 157 232 218 102 82 internal_count=13392 13359 1167 781 678 658 501 12192 343 386 11849 123 357 337 11726 11702 5869 5833 157 232 218 102 82 cat_boundaries=0 4 5 8 9 13 14 15 16 20 24 25 cat_threshold=67109632 2113552 3242262784 32 402 0 16400 256 2112 4210688 64 36175872 49152 275 512 1111 134217737 32768 19456 512 134217729 98304 131072 512 272 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=20 num_cat=3 split_feature=25 8 25 0 0 0 0 15 15 14 25 10 4 1 26 4 1 26 10 split_gain=127587 72456.3 39638.3 34348.4 66069.2 32531.4 22809.7 18634 33022.6 16210.4 12404.9 5163.39 15188.3 3661.41 3319.42 2049.77 1390.75 806.991 663.833 threshold=0 269.79925000000003 1 122.075 220.33000000000001 338.28750000000008 6.3720000000000008 43.248000000000012 3.4720000000000004 49.292053000000003 2 30.283500000000007 27.415980000000005 67.575000000000003 2022.5000000000002 42.305000000000007 153.43270000000004 2022.5000000000002 52.805000000000007 decision_type=9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=6 2 3 7 -5 -6 14 8 9 -2 17 13 18 15 -1 -12 -15 -4 -13 right_child=1 -3 10 4 5 -7 -8 -9 -10 -11 11 12 -14 16 -16 -17 -18 -19 -20 leaf_value=0.18677377677545315 0.02773060648754334 0.56041485993758489 -0.078180808665147469 0.60561294201881655 -0.17537659317255019 0.33874174022674558 0.5895099220275879 -0.26401875609443304 0.43966261672973633 0.31406916308403016 -0.0078730710484057748 -0.029473595074244911 0.31063187384605406 0.10677751676032418 0.27621523289453415 -0.05185762675009041 0.005375082833426339 -0.1253610091873362 0.027794633079320192 leaf_weight=82 1729 23 67 31 32 20 20 21 20 20 10809 35 20 38 84 107 21 79 48 leaf_count=82 1729 23 67 31 32 20 20 21 20 20 10809 35 20 38 84 107 21 79 48 internal_value=0 -0.000365728 -0.00135081 0.0411117 0.240202 0.0223612 0.256672 0.0321098 0.0356251 0.0310049 -0.0084658 -0.00721169 0.0632544 -0.00787958 0.232033 -0.00830421 0.0706851 -0.0970618 0.00364538 internal_weight=0 13120 13097 1873 83 52 186 1790 1769 1749 11224 11078 103 10975 166 10916 59 146 83 internal_count=13306 13120 13097 1873 83 52 186 1790 1769 1749 11224 11078 103 10975 166 10916 59 146 83 cat_boundaries=0 3 7 10 cat_threshold=0 16448 256 201343745 622608 3276406784 32800 0 640 2179072 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=21 num_cat=10 split_feature=25 8 25 24 0 25 5 25 24 0 25 25 2 10 4 1 24 1 24 10 split_gain=125048 71014.4 38849.5 35592.2 60780.3 28998.3 74534.3 23054.9 23040.6 22355.8 12158 7341.98 11307.1 5060.64 14886.1 3588.54 2185.08 1363.07 1316.88 650.622 threshold=0 269.79925000000003 1 2 172.87500000000003 3 7.2080000000000002 4 5 6.3720000000000008 6 7 114.12500000000001 30.283500000000007 27.415980000000005 67.575000000000003 8 153.43270000000004 9 52.805000000000007 decision_type=9 2 9 1 2 9 2 9 1 2 9 9 2 2 2 2 1 2 1 2 left_child=9 2 3 4 5 8 -7 -5 -2 -1 -4 18 -13 15 19 16 -12 -17 -9 -15 right_child=1 -3 10 7 -6 6 -8 11 -10 -11 13 12 -14 14 -16 17 -18 -19 -20 -21 leaf_value=0.22971296396600197 0.26042268987773926 0.55481072218521787 -0.096091138384281072 0.12968405205270517 0.49994785056394692 0.0046843095569365284 0.40976931717931009 -0.035171878738124877 0.048606147112384923 0.5836148281097413 -0.0029201384290211863 -0.011929455123746765 0.18437144975508413 -0.029178860460008896 0.3075255504846573 0.10570974495850111 -0.012009394596322037 0.0053213242122105188 -0.091988745488618559 0.027516682644685111 leaf_weight=166 119 23 146 105 34 622 49 127 114 20 4566 549 31 35 20 38 6350 21 123 48 leaf_count=166 119 23 146 105 34 622 49 127 114 20 4566 549 31 35 20 38 6350 21 123 48 internal_value=0 -0.000362071 -0.0013373 0.0407005 0.0839792 0.0692633 0.0337626 -0.00314618 0.163052 0.254105 -0.00838114 -0.0212938 -0.00141315 -0.00713957 0.0626219 -0.00780078 -0.00822117 0.0699783 -0.0655887 0.00360892 internal_weight=0 13120 13097 1873 938 904 671 935 233 186 11224 830 580 11078 103 10975 10916 59 250 83 internal_count=13306 13120 13097 1873 938 904 671 935 233 186 11224 830 580 11078 103 10975 10916 59 250 83 cat_boundaries=0 3 7 8 11 15 16 19 22 23 24 cat_threshold=0 16448 256 201343745 622608 3276406784 32800 3157 67108864 32784 1128267776 16384 524288 655360 32768 2065 0 640 2179072 67108865 32784 37748736 1101 296 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=20 num_cat=8 split_feature=25 8 25 24 0 25 25 24 0 7 14 25 7 10 4 1 24 1 10 split_gain=122558 69600.9 38103.8 34910 59561.3 28478.7 22634.8 22617 21910.9 16399.5 13270.2 11932.7 6918.4 4959.95 14589.8 3517.15 2141.66 1335.94 637.675 threshold=0 269.79925000000003 1 2 172.87500000000003 3 4 5 6.3720000000000008 49.620000000000012 49.292053000000003 6 45.007500000000007 30.283500000000007 27.415980000000005 67.575000000000003 7 153.43270000000004 52.805000000000007 decision_type=9 2 9 1 2 9 9 1 2 2 2 9 2 2 2 2 1 2 2 left_child=8 2 3 4 5 7 -5 -2 -1 -7 12 -4 -8 15 18 16 -13 -17 -15 right_child=1 -3 11 6 -6 9 10 -9 -10 -11 -12 13 -14 14 -16 17 -18 -19 -20 leaf_value=0.2274158358861165 0.25802034664523699 0.54926259828650437 -0.095191823534476458 0.12849998100944188 0.49494837284088133 0.025257916346123694 -0.02200164080353003 0.048159286552859892 0.57777866983413695 0.31597552156448366 0.23311458539962768 -0.002891000745890473 -0.1792988033952384 -0.028887069702148438 0.3044502944946289 0.10465264429387293 -0.011889489490395332 0.0052681187220982141 0.027241518866891662 leaf_weight=166 119 23 146 105 34 651 781 114 20 20 20 4566 29 35 20 38 6350 21 48 leaf_count=166 119 23 146 105 34 651 781 114 20 20 20 4566 29 35 20 38 6350 21 48 internal_value=0 -0.000356923 -0.0013224 0.0403101 0.083172 0.0686049 -0.00311445 0.161549 0.251564 0.033425 -0.021096 -0.00829832 -0.0276333 -0.00706831 0.0619956 -0.00772291 -0.0081391 0.0692785 0.00357284 internal_weight=0 13120 13097 1873 938 904 935 233 186 671 830 11224 810 11078 103 10975 10916 59 83 internal_count=13306 13120 13097 1873 938 904 935 233 186 671 830 11224 810 11078 103 10975 10916 59 83 cat_boundaries=0 3 7 8 11 15 16 19 20 cat_threshold=0 16448 256 201343745 622608 3276406784 32800 3157 67108864 32784 1128267776 16384 524288 655360 32768 2065 0 640 2179072 1101 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=11 num_cat=0 split_feature=10 0 7 4 1 3 4 4 15 7 split_gain=121898 32772.3 37244.7 35931.1 17435.4 11897.6 11480.2 37897.8 11043.3 3311.89 threshold=279.07800000000003 338.28750000000008 174.00000000000003 293.85000000000008 26.955000000000002 272.07425000000006 26.687500000000004 30.000000000000004 33.729000000000013 280.57800000000003 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=0.00048873837601012479 0.7306971425595491 0.32682471306093275 0.067321492758664225 -0.37872015609741211 0.47548820114135742 -0.18888901146975431 0.39939403579632443 0.025018034533862653 -0.12285835302039369 0.22364020306131113 leaf_weight=12741 23 31 33 25 20 33 30 274 73 23 leaf_count=12741 23 31 33 25 20 33 30 274 73 23 internal_value=0 0.00206282 0.00130311 2.98859e-05 0.222041 0.000749888 0.00122695 0.061963 -0.000213957 0.131524 internal_weight=0 13283 13252 13176 76 13151 13118 304 12814 56 internal_count=13306 13283 13252 13176 76 13151 13118 304 12814 56 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=20 num_cat=8 split_feature=25 8 25 24 0 25 25 24 0 7 14 25 7 10 4 1 24 1 10 split_gain=119828 68061.6 37261 34226.2 58048.7 27763.5 22212.1 22168.7 21233.9 18922.9 12950.7 11717.3 6910.73 4798.15 14280.1 3434.39 2100.57 1310.15 617.642 threshold=0 269.79925000000003 1 2 176.53925000000004 3 4 5 6.3720000000000008 51.726358500000011 49.292053000000003 6 45.007500000000007 30.283500000000007 27.415980000000005 67.575000000000003 7 153.43270000000004 52.805000000000007 decision_type=9 2 9 1 2 9 9 1 2 2 2 9 2 2 2 2 1 2 2 left_child=8 2 3 4 5 7 -5 -2 -1 -7 12 -4 -8 15 18 16 -13 -17 -15 right_child=1 -3 11 6 -6 9 10 -9 -10 -11 -12 13 -14 14 -16 17 -18 -19 -20 leaf_value=0.22500526882079711 0.25543705008750739 0.54312822341918943 -0.094338221947352086 0.12722014155595199 0.49511871395689072 0.024627418836201627 -0.021804082580817036 0.047669400322821832 0.56991255378723149 0.33690449261665345 0.23015687274932861 -0.0028714379960454515 -0.17901401618431353 -0.028831033570425851 0.30078123652935029 0.10346332139090487 -0.011783239835785386 0.0050430904115949362 0.026408875286579134 leaf_weight=166 119 23 146 105 33 652 781 114 20 20 20 4566 29 35 20 38 6350 21 48 leaf_count=166 119 23 146 105 33 652 781 114 20 20 20 4566 29 35 20 38 6350 21 48 internal_value=0 -0.000379643 -0.0013344 0.0398351 0.0822748 0.0681299 -0.00316078 0.159928 0.24872 0.033424 -0.0209729 -0.0082327 -0.0274326 -0.00701384 0.0609142 -0.00765773 -0.00806899 0.0684324 0.00311494 internal_weight=0 13120 13097 1873 938 905 935 233 186 672 830 11224 810 11078 103 10975 10916 59 83 internal_count=13306 13120 13097 1873 938 905 935 233 186 672 830 11224 810 11078 103 10975 10916 59 83 cat_boundaries=0 3 7 8 11 15 16 19 20 cat_threshold=0 16448 256 201343745 622608 3276406784 32800 3157 67108864 32784 1128267776 16384 524288 655360 32768 2065 0 640 2179072 1101 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=22 num_cat=6 split_feature=10 25 24 5 25 25 6 7 1 8 17 0 1 24 3 25 26 26 6 26 26 split_gain=88289 59622.1 82066.5 40088.6 35951.5 23862.8 27330.8 24661.2 23706 19018.8 31539.4 15402.8 11742.7 11421.5 10063.3 3207.52 3941.34 2767.26 2298.3 1615.52 1337.82 threshold=279.07800000000003 0 1 172.87500000000003 2 3 5.3195730000000001 42.305000000000007 6.5057 174.00000000000003 95.142500000000013 2.822397 233.80500000000004 4 177.71725000000004 5 2022.5000000000002 2022.5000000000002 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 9 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 left_child=1 2 4 9 8 15 7 13 11 10 12 19 14 -7 -3 20 -17 -6 -8 -1 -4 right_child=-2 3 5 -5 17 6 18 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=0.092190431987538055 0.64979238646371029 -0.007304334326756934 -0.065418541706525363 0.33249970354352676 0.41606413950354365 0.10247342858785465 -0.12005192852020263 0.41408463335037232 0.44563512849807735 -0.24989074110984802 0.39100400352478026 -0.12866700694478792 0.21007395792007447 0.0024264324289836963 0.18596773235886185 -0.062326382670486187 -0.17892346192214448 0.319210851960263 -0.26195858319600424 0.15121971466962028 0.0063133140710683964 leaf_weight=102 21 12156 52 35 59 233 25 20 20 32 20 29 25 227 27 57 59 59 21 85 52 leaf_count=102 21 12156 52 35 59 233 25 20 20 32 20 29 25 227 27 57 59 59 21 85 52 internal_value=0 0.000883542 0.0710743 -0.00544961 0.19456 0.0106783 0.0471182 0.0703288 0.111538 -0.00641884 -0.00578168 0.0857674 -0.00643173 0.0553828 -0.006876 -0.0747068 -0.111977 0.338916 -0.184835 0.119022 -0.0269603 internal_weight=0 13395 1100 12295 354 746 526 480 236 12260 12228 216 12208 460 12183 220 116 118 46 187 104 internal_count=13416 13395 1100 12295 354 746 526 480 236 12260 12228 216 12208 460 12183 220 116 118 46 187 104 cat_boundaries=0 4 5 8 11 12 15 cat_threshold=67109376 2113552 1131036672 32768 2145 512 2097168 34078720 67108864 16384 1096810496 1176 0 0 20971520 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=11 num_cat=0 split_feature=9 5 12 5 6 6 5 1 7 1 split_gain=38342 24883.5 24038 22434.8 19479.1 13931.2 11027 7499.13 11141 6095.17 threshold=285.62500000000006 172.87500000000003 246.67500000000004 228.56250000000003 269.79925000000003 223.36075000000002 280.57800000000003 263.60184000000004 206.27675000000002 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 7 -5 8 -1 -9 right_child=-2 3 -4 6 -6 -7 -8 9 -10 -11 leaf_value=-0.00033984106127612048 0.4288415539832342 0.40356464794703889 0.33818462201527189 -0.1312797968387604 -0.23946174551458921 0.24609831768533458 0.16016068883844323 -0.25393099251247586 0.15555858866028163 -0.015750533992593938 leaf_weight=13143 21 28 21 20 34 23 37 21 46 22 leaf_count=13143 21 28 21 20 34 23 37 21 46 22 internal_value=0 0.0012117 0.000122505 0.171767 -0.000411719 0.000201461 0.0579009 -0.00022596 0.000203894 -0.132071 internal_weight=0 13395 13310 85 13289 13255 57 13232 13189 43 internal_count=13416 13395 13310 85 13289 13255 57 13232 13189 43 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=10 num_cat=0 split_feature=8 10 8 12 4 5 6 5 8 split_gain=86355.2 29657.2 25487.8 31715.1 13200.8 16274 11929.8 7473.85 207.865 threshold=355.00000000000006 279.07800000000003 162.18600000000004 246.67500000000004 285.62500000000006 172.87500000000003 269.79925000000003 228.56250000000003 228.56250000000003 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=0.00057912564384687056 0.62786558324640451 0.38562562131881711 -0.25238390391523186 0.38939929712386362 -0.21642772061484203 0.30563160636208275 -0.1990617640018463 0.083049987753232329 -0.21061879854935867 leaf_weight=13177 22 20 22 21 28 22 30 48 26 leaf_count=13177 22 20 22 21 28 22 30 48 26 internal_value=0 0.000834028 0.000258595 0.00108712 0.000474228 0.000931655 0.000125637 0.153004 -0.229761 internal_weight=0 13394 13374 13326 13305 13277 13207 70 48 internal_count=13416 13394 13374 13326 13305 13277 13207 70 48 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=21 num_cat=7 split_feature=8 25 24 2 25 0 25 4 5 24 3 8 26 17 25 6 25 26 26 1 split_gain=84636.8 63947.9 58641.8 54044.6 69018.6 121289 28901.4 25568.1 21597.1 16321.9 12105.9 9946.33 9517.33 9027.49 6537.89 4701.57 4220.19 965.475 651.226 310.329 threshold=355.00000000000006 0 1 31.872000000000003 2 31.920000000000002 3 30.383500000000005 172.87500000000003 4 8.0855000000000015 162.18600000000004 2022.5000000000002 90.340000000000018 5 24.080000000000002 6 2022.5000000000002 2022.5000000000002 6.5057 decision_type=2 9 1 2 9 2 9 2 2 1 2 2 2 2 9 2 9 2 2 2 left_child=1 2 3 4 5 19 17 9 11 10 -8 13 -6 14 18 -11 -16 -4 -3 -1 right_child=-2 8 6 -5 12 -7 7 -9 -10 15 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=-0.059463003049662087 0.62158691579645331 -0.060036818491269468 -0.10106971749719584 0.68351575803756714 0.39712093981006474 0.72205183776942161 0.13778362978195799 -0.20046196045019687 0.2354202294994045 -0.0034710253730638701 -0.067684376835823054 -0.20992074350516002 0.2392966245960545 0.19624091776934538 0.0052533024168209133 0.15546981048583983 -0.0088979215813833074 -0.15987490116539649 -0.10492439602983408 -0.10121469211578368 leaf_weight=162 22 73 53 20 79 22 276 39 37 268 32 24 74 22 2716 20 9340 59 58 20 leaf_count=162 22 73 53 20 79 22 276 39 37 268 32 24 74 22 2716 20 9340 59 58 20 internal_value=0 0.000825687 0.0726745 0.173071 0.149323 0.0197563 0.0203887 0.0468582 -0.00581056 0.0638281 0.112775 -0.00654493 0.301107 -0.00614514 -0.00651049 0.00731262 -0.00570819 -0.121224 -0.0742433 -0.0640511 internal_weight=0 13394 1124 377 357 204 747 635 12270 596 308 12233 153 12209 12187 288 12056 112 131 182 internal_count=13416 13394 1124 377 357 204 747 635 12270 596 308 12233 153 12209 12187 288 12056 112 131 182 cat_boundaries=0 4 5 8 11 12 16 20 cat_threshold=67109376 16464 1126842368 33280 3105 512 64 34078720 67108864 16384 1075838976 210 4194304 512 256 4194336 17417 2149097608 541395968 2113536 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=15 num_cat=2 split_feature=10 25 15 5 1 1 25 1 2 6 9 3 3 6 split_gain=84685.4 57151.1 39535.1 38046 22215.2 18932.4 20615.2 18126.5 16708.1 9728.86 7581.05 14921 7017.87 1345.88 threshold=279.07800000000003 0 32.879500000000014 211.12500000000003 199.12500000000003 26.955000000000002 1 233.80500000000004 68.310000000000016 106.24644000000002 229.26450000000003 177.71725000000004 147.48750000000004 211.12500000000003 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 7 5 6 8 9 -1 10 11 -3 -8 -11 right_child=-2 3 -4 -5 -6 -7 12 -9 -10 13 -12 -13 -14 -15 leaf_value=0.020808428282531648 0.63635856401352653 -0.0063684843630362259 0.49991391318184991 0.36959421740637888 -0.17567118058079167 0.28958584885848199 0.14779027312142509 0.24794506634984698 0.26202125453948971 -0.092566864937543875 -0.20069874465465545 0.22897372581340647 -0.037697678804397582 -0.18942925462355981 leaf_weight=671 21 12135 21 27 38 38 280 28 30 32 20 27 22 26 leaf_count=671 21 12135 21 27 38 38 280 28 30 32 20 27 22 26 internal_value=0 0.00083038 0.0695513 -0.0053701 0.06182 0.0704892 0.0621885 -0.00619971 0.0306935 -0.00678109 -0.00616592 -0.00584602 0.129974 -0.135988 internal_weight=0 13395 1100 12295 1079 1041 1003 12268 701 12240 12182 12162 302 58 internal_count=13416 13395 1100 12295 1079 1041 1003 12268 701 12240 12182 12162 302 58 cat_boundaries=0 4 7 cat_threshold=67109376 2113552 1131036672 32768 67109376 2097152 50331648 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=16 num_cat=4 split_feature=25 8 0 25 24 9 24 26 17 5 8 26 4 26 26 split_gain=104653 41854.2 26840.8 23950 46010.4 18352.2 15755.3 16977.8 9013.65 8060.96 44523.4 7036.67 5292.77 2088.4 858.611 threshold=0 269.79925000000003 8.3918550000000014 1 2 223.50400000000005 3 2022.5000000000002 95.142500000000013 32.879500000000014 31.809000000000005 2022.5000000000002 238.08750000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 1 2 2 2 2 2 2 2 2 left_child=2 3 13 4 11 8 7 -6 9 12 -11 -2 -5 -1 -8 right_child=1 -3 -4 5 6 -7 14 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.16184774700800578 0.24436766015421046 0.42359884262084962 0.58208944129943851 -0.0086262998811396947 -0.032153736965678567 0.2643145066738129 -0.05182360600022709 0.14770867130131399 0.19533846031535756 0.0055479613707420669 0.49103628703526092 0.12689969375295548 0.12436155366897585 0.23035780028863387 -0.093835668179296672 leaf_weight=90 101 23 20 12248 107 25 102 103 22 188 21 103 30 88 93 leaf_count=90 101 23 20 12248 107 25 102 103 22 188 21 103 30 88 93 internal_value=0 -0.00261146 0.223459 -0.00335931 0.057371 -0.00635076 -0.00539562 0.0535161 -0.00689678 -0.00725309 0.0543291 0.17641 -0.00830136 0.195718 -0.0683548 internal_weight=0 13166 198 13143 609 12534 405 210 12509 12487 209 204 12278 178 195 internal_count=13364 13166 198 13143 609 12534 405 210 12509 12487 209 204 12278 178 195 cat_boundaries=0 3 7 8 9 cat_threshold=0 16448 256 67109120 65552 1126760448 544 3105 156 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=18 num_cat=5 split_feature=25 8 25 24 9 24 25 26 17 5 8 26 4 2 26 26 26 split_gain=102570 41021.3 23473.4 45094.8 17987 15503.6 16373.3 21709.8 8834.28 7900.55 43637.4 6896.64 5187.44 2952.28 2508.57 442.626 28.2604 threshold=0 269.79925000000003 1 2 223.50400000000005 3 4 2022.5000000000002 95.142500000000013 32.879500000000014 31.809000000000005 2022.5000000000002 238.08750000000003 11.243000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 1 9 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 11 8 15 7 -7 9 12 -11 -2 -4 14 -1 -5 -8 right_child=1 -3 4 5 -6 6 16 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.20863494165651092 0.24192398614222463 0.41936287921407944 -0.0085400369387879788 -0.076110916868845621 0.26167136402130126 -0.0079186876484605134 -0.033531981069747717 0.25474014619680552 0.19338507283817638 0.0054924834345249423 0.48612592651730496 0.12563069378288047 0.12311793899536133 0.11720089149475098 0.28373541886779086 -0.1116188542770617 -0.042597872660710259 leaf_weight=91 101 23 12248 75 25 61 73 65 22 188 21 103 30 20 87 66 65 leaf_count=91 101 23 12248 75 25 61 73 65 22 188 21 103 30 20 87 66 65 internal_value=0 -0.00258535 -0.00332571 0.0567972 -0.00628726 -0.00534166 0.0396291 0.118199 -0.00682781 -0.00718056 0.0537858 0.174646 -0.00821834 0.221225 0.245341 -0.0865905 -0.0352479 internal_weight=0 13166 13143 609 12534 405 264 126 12509 12487 209 204 12278 198 178 141 138 internal_count=13364 13166 13143 609 12534 405 264 126 12509 12487 209 204 12278 198 178 141 138 cat_boundaries=0 3 7 8 9 12 cat_threshold=0 16448 256 67109120 65552 1126760448 544 3105 770 0 16 50855936 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=11 num_cat=0 split_feature=3 5 8 0 7 11 0 10 7 11 split_gain=81191.2 49737.4 18270.3 16666.9 13593 9186.29 6044.04 5876.11 5713.68 259.198 threshold=333.3454000000001 280.57800000000003 285.62500000000006 269.79925000000003 211.12500000000003 95.142500000000013 365.72000000000008 233.43000000000004 255.10500000000002 206.70431000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -5 -1 -6 -7 right_child=-2 -3 -4 6 8 9 -8 -9 -10 -11 leaf_value=-0.00093082051605422849 0.50399047406390307 0.35627097374353656 0.30064819526672365 -0.30003951370716098 0.29204895329475405 -0.10564046230316163 -0.075613503853480021 -0.14343463614069182 0.077846775488419978 -0.1489176470233548 leaf_weight=13087 32 39 20 24 20 25 24 29 33 31 leaf_count=13087 32 39 20 24 20 25 24 29 33 31 internal_value=0 -0.000322302 -0.0013685 -0.00182359 -0.00114849 -0.00179158 -0.187827 -0.0012459 0.158678 -0.129597 internal_weight=0 13332 13293 13273 13225 13172 48 13116 53 56 internal_count=13364 13332 13293 13273 13225 13172 48 13116 53 56 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=16 num_cat=4 split_feature=25 8 0 25 24 9 24 26 17 4 26 0 4 26 26 split_gain=100175 39829.4 26330.8 22984.9 44218.5 17623.3 15221.9 16428.2 8659.11 6908.06 6763.26 6464.59 5095.12 1980.08 843.948 threshold=0 269.79925000000003 8.3918550000000014 1 2 223.50400000000005 3 2022.5000000000002 95.142500000000013 207.80256000000003 2022.5000000000002 276.84975000000003 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 1 2 2 2 2 2 2 2 2 left_child=2 3 13 4 10 8 7 -6 9 11 -2 -5 -11 -1 -8 right_child=1 -3 -4 5 6 -7 14 -9 -10 12 -12 -13 -14 -15 -16 leaf_value=0.15802551566229928 0.2395216230826803 0.41321065239284355 0.57368926429748535 -0.0072505980083994847 -0.031696852211640258 0.25901351995468141 -0.050794353391609939 0.14523007096596136 0.19146054170348428 0.22063829815906025 0.12435840143740755 -0.17882144472815775 0.00777132207697088 0.22473516074093905 -0.092446125656045888 leaf_weight=90 101 23 20 12420 107 25 102 103 22 23 103 22 22 88 93 leaf_count=90 101 23 20 12420 107 25 102 103 22 23 103 22 22 88 93 internal_value=0 -0.00256226 0.218619 -0.0032918 0.0562023 -0.00622237 -0.00532863 0.0525779 -0.00675743 -0.00710666 0.1729 -0.00755397 0.11657 0.191006 -0.0672123 internal_weight=0 13166 198 13143 609 12534 405 210 12509 12487 204 12442 45 178 195 internal_count=13364 13166 198 13143 609 12534 405 210 12509 12487 204 12442 45 178 195 cat_boundaries=0 3 7 8 9 cat_threshold=0 16448 256 67109120 65552 1126760448 544 3105 156 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=11 num_cat=0 split_feature=4 6 8 0 0 15 15 26 14 0 split_gain=85149.1 29399.4 16666.1 11723.7 26091.2 12817.9 35181.1 10974.5 9630.39 1997.54 threshold=293.85000000000008 316.3010000000001 285.62500000000006 217.36500000000004 172.87500000000003 32.879500000000014 46.655499999999996 2022.5000000000002 182.65800000000004 284.98750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 -5 -1 -9 right_child=-2 -3 -4 7 -6 6 -8 9 -10 -11 leaf_value=-0.0026404886393866841 0.47356156700535829 0.34212325191497805 0.28732889461517336 0.028999624252319337 0.31562849101252283 0.4878152117729187 0.0064128862486945264 -0.15013104428415713 0.18641458961698745 -0.27926328506469728 leaf_weight=13068 38 25 20 29 26 20 63 23 27 25 leaf_count=13068 38 25 20 29 26 20 63 23 27 25 internal_value=0 -0.000480264 -0.00112421 -0.00155859 -0.000841113 -0.0014655 0.122413 -0.124592 -0.00225068 -0.217387 internal_weight=0 13326 13301 13281 13204 13178 83 77 13095 48 internal_count=13364 13326 13301 13281 13204 13178 83 77 13095 48 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=13 num_cat=4 split_feature=4 25 24 26 6 0 10 25 15 25 6 26 split_gain=99939.3 91689.7 155922 34361.9 22083.4 18634.7 15168.6 16678 21294.9 4124.56 3428.24 344.39 threshold=344.25000000000006 0 1 2022.5000000000002 223.36075000000002 338.28750000000008 239.51250000000002 2 32.879500000000014 3 316.3010000000001 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 9 2 2 left_child=1 2 3 -1 5 6 7 8 -3 -9 -6 -4 right_child=-2 4 11 -5 10 -7 -8 9 -10 -11 -12 -13 leaf_value=0.30706453410784401 0.59868044512612484 0.020906418812227656 -0.010138027667999268 0.64693286620964441 0.12414238753142182 0.27417176127433779 -0.26709065766497092 -0.047335925075742934 0.3149789825439453 -0.0077025160426191387 0.28665438957214356 -0.038195146582592494 leaf_weight=60 28 1639 88 59 27 24 22 260 25 10989 25 87 leaf_count=60 28 1639 88 59 27 24 22 260 25 10989 25 87 internal_value=0 0.000619281 0.172295 0.438705 -0.00338977 -0.00421764 -0.00473418 -0.0042872 0.0251733 -0.0086598 0.202273 -0.0227845 internal_weight=0 13305 294 119 13011 12959 12935 12913 1664 11249 52 175 internal_count=13333 13305 294 119 13011 12959 12935 12913 1664 11249 52 175 cat_boundaries=0 4 5 9 11 cat_threshold=0 16400 39862528 32768 1573 138429185 2654336 3238723584 544 0 74304 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=28 num_cat=9 split_feature=25 24 25 6 3 25 26 2 25 1 26 19 2 2 15 15 25 1 8 24 25 24 26 2 15 2 26 split_gain=94495 67760.5 72204.2 75629 69310.8 33870.7 31974.3 27995.8 25773.7 23093.2 12584.6 9822.55 7204.19 10545.2 7120.43 31214.1 5639.95 7419.81 3286.56 3199.86 2494.37 2962.34 2411.03 1206.27 297.607 143.568 123.362 threshold=0 1 2 223.36075000000002 131.43000000000004 3 2022.5000000000002 21.947000000000003 4 157.57350000000002 2022.5000000000002 69.465000000000018 174.00000000000003 89.950000000000003 32.879500000000014 48.836373000000002 5 105.004 5.3195730000000001 6 7 8 2022.5000000000002 117.39000000000001 129.58650000000003 233.80500000000004 2022.5000000000002 decision_type=9 1 9 2 2 9 2 2 9 2 2 2 2 2 2 2 9 2 2 1 9 1 2 2 2 2 2 left_child=1 2 6 4 5 22 -1 -7 10 18 -3 12 13 14 16 -16 19 -18 20 -2 26 -22 -4 -15 -17 -14 -10 right_child=11 8 3 -5 -6 7 -8 -9 9 -11 -12 -13 25 23 15 24 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 leaf_value=0.24800905853021341 -0.0075862154093655678 0.033620048194635113 -0.047447059767586841 0.70455988550186166 0.63630166241100861 0.082128336737856619 0.57452200614799886 0.45353012518449265 -0.089956543073058129 0.23401673279702664 0.22946545009881678 0.20964796546669234 -0.15973912250995637 0.098128869637199065 0.41733868269693281 -0.017555232569575311 -0.0071223587475274346 0.10001607092068746 -0.16646088509332566 -0.084673976945249654 0.014039992767126381 -0.049111587820173823 -0.13271938429938424 0.20295615287054156 -0.065333651304244997 -0.12184872508049012 -0.069910569812281664 leaf_weight=61 100 61 70 20 21 262 59 22 64 32 71 21 20 23 21 32 11675 65 21 142 137 148 63 21 22 20 59 leaf_count=61 100 61 70 20 21 262 59 22 64 32 71 21 20 23 21 32 11675 65 21 142 137 148 63 21 22 20 59 internal_value=0 0.0872562 0.163761 0.100996 0.075742 0.0475124 0.377118 0.107127 0.0112074 -0.0245963 0.129175 -0.006433 -0.00681205 -0.00636917 -0.0069331 0.0902001 -0.0075411 -0.00652362 -0.0444601 -0.0543846 -0.0381806 -0.0193076 -0.0816966 0.14816 -0.0370205 -0.140794 -0.0743003 internal_weight=0 1171 578 458 438 417 120 284 593 461 132 12162 12141 12101 12057 75 11982 11740 429 242 408 285 133 44 54 40 123 internal_count=13333 1171 578 458 438 417 120 284 593 461 132 12162 12141 12101 12057 75 11982 11740 429 242 408 285 133 44 54 40 123 cat_boundaries=0 4 5 8 11 14 17 18 21 22 cat_threshold=67109376 16464 3261612288 32800 3688 0 16400 6291712 67108864 64 34078720 0 64 36175872 0 74240 16777216 2836 0 16 2151677952 131 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=17 num_cat=6 split_feature=4 25 5 1 25 24 0 25 5 25 2 13 24 10 4 5 split_gain=97323 85380.5 31736.2 37846.6 23639 29833.4 34300.8 37447.8 15735.4 13620.8 15184.8 13286.8 11913.6 9497.66 5146.51 625.615 threshold=344.25000000000006 0 172.87500000000003 14.635 1 2 181.87500000000003 3 223.36075000000002 4 203.96813100000003 92.932500000000019 5 170.05500000000004 15.306500000000002 299.07650000000007 decision_type=2 9 2 2 9 1 2 9 2 9 2 2 1 2 2 2 left_child=1 -1 4 8 5 6 7 -3 -4 12 -11 13 -7 14 -6 -10 right_child=-2 2 3 -5 11 9 -8 -9 15 10 -12 -13 -14 -15 -16 -17 leaf_value=0.20617849055247092 0.59077813489096509 0.015858166557901045 0.29694372086297899 0.57093497896194456 -0.0095043899830837032 0.12832371422501862 0.47511259265567946 0.20282185779839026 -0.074275254769758742 -0.046196296079128153 0.23518523740768435 0.18367162810431586 -0.009934038377143968 -0.21631820499897003 0.029535006790839393 0.0020321509951636905 leaf_weight=189 28 330 21 20 11388 112 23 154 22 467 20 36 132 22 348 21 leaf_count=189 28 330 21 20 11388 112 23 154 22 467 20 36 132 22 348 21 internal_value=0 0.000597149 -0.00252053 0.191228 -0.0037713 0.0376258 0.0959036 0.0798648 0.0725693 -0.00354265 -0.0339436 -0.0081417 0.0560821 -0.00873591 -0.00834678 -0.0370088 internal_weight=0 13305 13116 84 13032 1238 507 484 64 731 487 11794 244 11758 11736 43 internal_count=13333 13305 13116 84 13032 1238 507 484 64 731 487 11794 244 11758 11736 43 cat_boundaries=0 3 7 8 12 15 16 cat_threshold=0 16400 2097408 67125761 557056 3259711488 33312 2273 16897 32768 2147483648 512 67125249 32768 33685504 22 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=27 num_cat=7 split_feature=25 24 25 0 2 26 6 25 3 3 26 19 2 2 15 15 25 3 8 25 2 24 2 15 2 26 split_gain=91153.1 66280.1 70021.6 138899 83049.1 31343.4 26071.9 25199.8 21540.2 13942 12284.1 9599.04 7089.57 10334.2 6962.41 30608.4 5549.37 4697.72 4109.61 5266.53 4481.39 3146.62 1184.04 291.31 141.368 68.5434 threshold=0 1 2 181.87500000000003 68.310000000000016 2022.5000000000002 121.76350000000002 3 39.495000000000012 105.004 2022.5000000000002 69.465000000000018 174.00000000000003 89.950000000000003 32.879500000000014 48.836373000000002 4 175.26000000000002 5.3195730000000001 5 21.947000000000003 6 117.39000000000001 129.58650000000003 233.80500000000004 2022.5000000000002 decision_type=9 1 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 1 2 2 2 2 left_child=1 2 5 4 6 -1 8 10 -4 18 -3 12 13 14 16 -16 21 -18 19 25 -21 -2 -15 -17 -14 -9 right_child=11 7 3 -5 -6 -7 -8 9 -10 -11 -12 -13 24 22 15 23 17 -19 -20 20 -22 -23 -24 -25 -26 -27 leaf_value=0.24348289614818136 -0.0074799745733087706 0.032709265693289337 -0.0013623630470875404 0.89613198189508358 0.69301860857009889 0.5667585544262902 0.38563943386077881 -0.094306040511411782 0.33540880861878392 0.20923424442609151 0.22620226269036953 0.2072895655532678 -0.15840476155281066 0.097152520469997242 0.41318618286223641 -0.017485293522477151 -0.006745871686455871 0.1127347907153043 -0.17480632055373421 -0.016909791551756138 0.13487120514824277 -0.083912348480601071 0.20100957370939709 -0.064755606542934066 -0.12080584931373597 -0.079828529428868061 leaf_weight=61 100 61 377 21 20 59 20 68 20 24 71 21 20 23 21 32 11707 33 21 264 21 142 21 22 20 63 leaf_count=61 100 61 377 21 20 59 20 68 20 24 71 21 20 23 21 32 11707 33 21 264 21 142 21 22 20 63 internal_value=0 0.0856987 0.161357 0.0995438 0.0635417 0.371471 0.033351 0.0105015 0.0156034 -0.02489 0.127152 -0.00631891 -0.00669359 -0.00625425 -0.00681251 0.0892368 -0.00741372 -0.00640457 -0.0383177 -0.0314276 -0.00553183 -0.0538789 0.146721 -0.0367436 -0.139605 -0.081149 internal_weight=0 1171 578 458 437 120 417 593 397 461 132 12162 12141 12101 12057 75 11982 11740 437 416 285 242 44 54 40 131 internal_count=13333 1171 578 458 437 120 417 593 397 461 132 12162 12141 12101 12057 75 11982 11740 437 416 285 242 44 54 40 131 cat_boundaries=0 4 5 8 11 14 17 18 cat_threshold=67109376 16464 3261612288 32800 3688 0 16400 6291712 0 64 36175872 0 74240 16777216 0 16 2151677952 2836 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=16 num_cat=5 split_feature=4 25 25 24 25 2 5 25 0 5 13 4 10 4 5 split_gain=94441.6 94760.6 32691.7 37950.1 28916 23943.5 22156.4 20987.8 18197.6 16748.2 12397.7 10830 10680.3 4535.39 3335.06 threshold=344.25000000000006 0 1 2 3 149.26580000000004 8.3918550000000014 4 42.105000000000011 172.87500000000003 92.932500000000019 37.82800000000001 201.71813100000003 15.306500000000002 234.55500000000004 decision_type=2 9 9 1 9 2 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 7 8 -5 -6 10 12 -9 13 -4 -11 right_child=-2 2 9 5 6 -7 -8 11 -10 14 -12 -13 -14 -15 -16 leaf_value=0.27915545707891798 0.58196121215820318 0.24616489897528998 -0.0089921954655204379 0.11869197712773863 0.011102349718077845 0.24798462831057033 0.33162013428551812 -0.020521586149359665 0.32516305547952656 0.27806163525581362 0.17503144960145695 -0.24625873587348246 -0.23362195534542912 0.0271985916317511 0.10898699590138027 leaf_weight=111 28 129 11524 105 238 39 28 626 20 20 37 22 21 357 28 leaf_count=111 28 129 11524 105 238 39 28 626 20 20 37 22 21 357 28 internal_value=0 0.000582435 -0.00197126 0.0474155 0.123877 0.0063052 0.0622668 -0.00612832 0.0354481 -0.00697951 -0.00773482 -0.0277572 -0.00830299 -0.00790474 0.179435 internal_weight=0 13305 13194 1207 415 792 286 753 258 11987 11939 648 11902 11881 48 internal_count=13333 13305 13194 1207 415 792 286 753 258 11987 11939 648 11902 11881 48 cat_boundaries=0 3 7 8 11 15 cat_threshold=0 16384 35651840 67125761 32784 3226091520 32800 3140 67108864 16 2151677952 16384 32768 655360 32 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=17 num_cat=6 split_feature=25 25 24 8 8 0 25 25 24 3 13 4 4 0 1 0 split_gain=84122.2 28464.4 71187.2 33225.6 24798.2 17491.2 14371.4 12045 13809.6 10534.3 9693.45 6979.66 5659.04 6226.33 6149.56 2063.61 threshold=0 1 2 23.882040000000003 2.1940000000000004 109.32500000000002 3 4 5 2.2424500000000003 123.84500000000003 2.8373970000000006 233.80500000000004 211.57500000000002 67.575000000000003 269.79925000000003 decision_type=9 9 1 2 2 2 9 9 1 2 2 2 2 2 2 2 left_child=-1 2 4 7 5 9 -3 8 -4 -2 12 -10 13 14 -8 -15 right_child=1 6 3 -5 -6 -7 10 -9 11 -11 -12 -13 -14 15 -16 -17 leaf_value=0.21527450619481545 0.22603112391152308 -0.10705292784649392 0.083303320975139233 0.36138168287018069 -0.11092081646124521 0.50938200211524964 -0.0057037085218262411 -0.094072380348787468 -0.025421019065380097 0.011480790284963755 0.17512190111478171 -0.2213499286174774 -0.16886947416123887 0.18014917798664262 0.066537921666598124 0.041259861588478088 leaf_weight=171 191 128 135 23 24 20 12022 167 200 26 30 20 21 23 119 20 leaf_count=171 191 128 135 23 24 20 12022 167 200 26 30 20 21 23 119 20 internal_value=0 -0.001785 0.0554225 -0.0103987 0.188177 0.226405 -0.00555639 -0.026979 0.00703501 0.200325 -0.004408 -0.0413531 -0.0048529 -0.0045702 -0.00499563 0.115549 internal_weight=0 13169 806 545 261 237 12363 522 355 217 12235 220 12205 12184 12141 43 internal_count=13340 13169 806 545 261 237 12363 522 355 217 12235 220 12205 12184 12141 43 cat_boundaries=0 3 7 8 11 15 16 cat_threshold=0 16448 256 67109376 16 1111506944 544 3168 0 32768 2621440 512 0 1107312640 512 7 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=15 num_cat=3 split_feature=25 25 5 5 25 7 5 5 1 1 4 11 4 4 split_gain=82540.2 27897.5 14563 19598.5 14107 11670.1 11622.4 13960.5 7663.78 23340.6 7353.09 6399.39 7639.18 173.842 threshold=0 1 189.44922000000003 27.130000000000006 2 39.245000000000012 172.87500000000003 234.55500000000004 199.12500000000003 31.872000000000003 175.26000000000002 170.05500000000004 115.96500000000002 233.80500000000004 decision_type=9 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 -3 8 10 -8 9 -2 11 12 -6 -12 right_child=1 4 -4 -5 6 -7 7 -9 -10 -11 13 -13 -14 -15 leaf_value=0.21324069481528266 0.043344263705633469 -0.10605997282525767 -0.15698592955066312 0.37302119159698488 -0.0044821217950869593 0.25257738869765711 0.35299109852313998 -0.0047392493486404421 -0.10848719696203868 0.34872167733999399 -0.11392778408527374 -0.15286271325473128 0.1779376272533251 -0.1542396556812784 leaf_weight=171 670 128 31 20 12096 29 20 24 30 26 20 29 23 23 leaf_count=171 670 128 31 20 12096 29 20 24 30 26 20 29 23 23 internal_value=0 -0.00176804 0.0548669 0.064049 -0.00550169 0.0558643 -0.00436392 0.157865 0.0480066 0.054752 -0.00495302 -0.00449096 -0.00413592 -0.13549 internal_weight=0 13169 806 775 12363 755 12235 44 726 696 12191 12148 12119 43 internal_count=13340 13169 806 775 12363 755 12235 44 726 696 12191 12148 12119 43 cat_boundaries=0 3 7 10 cat_threshold=0 16448 256 67109376 16 1111506944 544 0 32768 2621440 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=22 num_cat=6 split_feature=25 25 24 8 8 25 24 25 13 4 26 2 4 2 3 3 4 26 26 26 26 split_gain=80987.8 27343.2 69820.9 32489.1 24314 13847.4 11900.7 16367.4 9500.4 8645.01 6895.87 5728.67 25343.9 5590.38 7034.58 16835.8 6091.72 2992.01 2103.32 1123.38 0.0308812 threshold=0 1 2 23.882040000000003 2.1940000000000004 3 4 5 123.84500000000003 2.8373970000000006 2022.5000000000002 21.947000000000003 11.141100000000002 207.80256000000003 177.71725000000004 255.10500000000002 233.80500000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 2 9 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 4 6 11 20 17 10 13 -9 -8 12 19 14 16 -16 -7 -4 -1 -2 -3 right_child=1 5 3 -5 -6 8 7 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.18830127289715937 0.26354393739958065 -0.1131250545286363 0.0087492543547900755 0.35677096695355753 -0.1103966075181961 -0.0045622847514352688 -0.095986332893371579 0.0047564204533894856 0.17341289409001667 -0.1937657744685809 -0.25588109853316326 0.37731572194532914 -0.13112211799621581 -0.13474045876300697 0.33400144290924078 -0.071398460978553416 -0.17923029267787932 0.1032552366470223 0.25844554102698036 0.21507314216522944 -0.11343585686250167 leaf_weight=85 111 62 67 23 24 12111 60 255 30 24 49 22 20 33 20 21 20 67 86 84 66 leaf_count=85 111 62 67 23 24 12111 60 255 30 24 49 22 20 33 20 21 20 67 86 84 66 internal_value=0 -0.00175117 0.0543183 -0.0108555 0.185788 -0.00544753 -0.0272616 -0.0546102 -0.00432028 -0.0118944 -0.153759 0.22362 0.207893 -0.00476069 -0.0044083 0.126358 -0.00485025 0.0521132 0.211226 0.242664 -0.105076 internal_weight=0 13169 806 545 261 12363 522 388 12235 279 109 237 215 12205 12172 41 12131 134 171 195 128 internal_count=13340 13169 806 545 261 12363 522 388 12235 279 109 237 215 12205 12172 41 12131 134 171 195 128 cat_boundaries=0 3 7 8 11 12 16 cat_threshold=0 16448 256 67109376 16 1111506944 544 3168 0 32768 2621440 5 0 16 1077936128 512 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=16 num_cat=3 split_feature=25 25 7 7 5 25 5 13 10 4 0 6 0 4 4 split_gain=79376.2 26805.4 17333.5 38359.6 17660.2 13497.1 12414.1 10906 9671.08 9302.67 6256.41 6252.34 6553.49 5995.2 6433.83 threshold=0 1 36.89500000000001 239.51250000000002 199.12500000000003 2 27.130000000000006 123.84500000000003 18.794500000000003 2.8373970000000006 58.475000000000009 6.9580000000000002 211.57500000000002 175.26000000000002 115.96500000000002 decision_type=9 9 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 6 -3 8 10 9 -2 13 12 -12 14 -7 right_child=1 5 3 -5 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.20911384350687101 0.058901960404142431 -0.10402546702951625 0.50301354942321785 -0.084554956912994389 -0.20646036497184209 -0.0057572874632881976 0.27794173406518025 0.20003980966714716 -0.13087513100716375 -0.070584304094314571 0.043535284095032267 -0.08680838962395987 0.20753311395645141 -0.15193243912288121 0.1616561402445254 leaf_weight=171 737 128 25 20 28 11896 23 26 31 60 86 24 34 28 23 leaf_count=171 737 128 25 20 28 11896 23 26 31 60 86 24 34 28 23 internal_value=0 -0.00173366 0.0499085 0.241872 0.0406488 -0.00566809 0.0487793 -0.00454415 0.0424137 0.0491539 -0.00498784 0.060533 0.0900013 -0.00577758 -0.00543423 internal_weight=0 13169 924 45 879 12245 851 12117 828 797 12091 144 120 11947 11919 internal_count=13340 13169 924 45 879 12245 851 12117 828 797 12091 144 120 11947 11919 cat_boundaries=0 3 7 10 cat_threshold=0 16448 256 67109376 2097168 1111506944 544 0 32768 2621440 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=24 num_cat=7 split_feature=25 25 24 25 2 0 25 25 5 5 5 24 26 9 15 15 0 26 1 26 26 26 26 split_gain=77883.3 26320.6 68660.5 24133.7 23216.6 26372.1 39542.4 13321 12627.3 11325.4 13608.2 10658 7747.12 7117.15 6584.59 27210.2 6843.54 5936.93 2780.95 2061.47 246.079 140.524 0.0302664 threshold=0 1 2 3 68.310000000000016 176.53925000000004 4 5 15.580500000000002 172.87500000000003 234.55500000000004 6 2022.5000000000002 155.50120000000001 32.879500000000014 48.836373000000002 211.57500000000002 2022.5000000000002 15.580500000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 9 2 2 9 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 4 20 5 6 8 22 -2 13 -11 17 -8 14 16 -16 -9 -5 21 -1 -4 -13 -3 right_child=1 7 3 11 -6 -7 12 9 -10 10 -12 18 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.18432712510052848 0.0072447791832302693 -0.11095354968501676 -0.14775366366855683 0.14823798552155495 0.47257158097766694 0.4517002501090368 0.19008065376962935 -0.0054281696070529739 0.26978771448135375 0.34855314564704898 -0.0046350983778635666 -0.040326142124831675 0.35429039898565257 -0.15147811571756997 0.39500737298102606 -0.025095784417514144 0.13265388091405234 0.016932698289553325 -0.15675359857082366 0.2537699571875639 -0.17605091194311778 -0.019287541480291458 -0.11126124288096573 leaf_weight=85 218 62 63 66 21 24 56 12043 20 20 24 64 59 33 21 58 36 72 20 86 60 63 66 leaf_count=85 218 62 63 66 21 24 56 12043 20 20 24 64 59 33 21 58 36 72 20 86 60 63 66 internal_value=0 -0.00171711 0.0532939 -0.0377984 0.145313 0.130938 0.10913 -0.0053437 0.0281255 -0.00423808 0.155905 0.0138027 0.252381 -0.00481955 -0.00442148 0.0865772 -0.00501663 0.0743437 -0.0441469 0.207138 -0.14941 -0.0298897 -0.103061 internal_weight=0 13169 806 408 398 377 353 12363 238 12235 44 285 115 12191 12158 79 12079 138 147 171 123 127 128 internal_count=13340 13169 806 408 398 377 353 12363 238 12235 44 285 115 12191 12158 79 12079 138 147 171 123 127 128 cat_boundaries=0 3 7 8 11 15 18 19 cat_threshold=0 16448 256 67109376 16 1111506944 544 3180 67108864 16 4194304 512 0 1107296256 512 0 32768 2621440 515 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=13 num_cat=4 split_feature=10 25 4 13 2 26 25 25 24 7 26 13 split_gain=81198.1 39096.3 27834.1 19638.2 20204.1 18700.4 17831.9 12602.4 36672 26068.5 6513.34 1465.58 threshold=279.07800000000003 0 333.3454000000001 55.232840000000003 16.594211000000005 2022.5000000000002 1 2 3 206.27675000000002 2022.5000000000002 175.27925000000002 decision_type=2 9 2 2 2 2 9 9 1 2 2 2 left_child=1 5 3 6 11 -1 10 8 -8 -9 -3 -5 right_child=-2 2 -4 4 -6 -7 7 9 -10 -11 -12 -13 leaf_value=0.050604944381958401 0.55559087001360385 -0.047758717395291472 -0.33906341629028319 -0.0081145614927465269 0.43364028692245482 0.27101525730992621 0.079396164969566765 -0.0088177663637006645 -0.018417052378790062 0.33574722517620437 -0.16342177949053177 0.10867872419811431 leaf_weight=78 26 101 25 22 20 76 644 11246 922 22 94 21 leaf_count=78 26 101 25 22 20 76 644 11246 922 22 94 21 internal_value=0 -0.00379465 -0.00570603 -0.00507382 0.171056 0.149661 -0.00592548 -0.00443925 0.0220561 -0.0081378 -0.0984648 0.048924 internal_weight=0 13271 13117 13092 63 154 13029 12834 1566 11268 195 43 internal_count=13297 13271 13117 13092 63 154 13029 12834 1566 11268 195 43 cat_boundaries=0 3 6 10 11 cat_threshold=0 0 2147483904 0 16448 524288 201343488 2196104 1095173120 32800 2131 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=17 num_cat=4 split_feature=9 25 26 13 4 25 24 1 1 25 1 26 13 26 26 1 split_gain=80297.2 42482.6 21400.7 19741.9 30084.1 28251.4 33183 13668.5 23893.6 16507.4 2956.3 2712.92 2367.91 2025.31 1295.75 832.808 threshold=285.62500000000006 0 2022.5000000000002 55.232840000000003 2.9422770000000003 1 2 199.12500000000003 105.004 3 148.98750000000004 2022.5000000000002 182.65800000000004 2022.5000000000002 2022.5000000000002 238.08750000000003 decision_type=2 9 2 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 5 12 6 14 8 9 -7 -10 -9 -5 -8 -3 -13 right_child=-2 3 -4 4 -6 7 13 11 10 -11 -12 15 -14 -15 -16 -17 leaf_value=0.050098895720946487 0.61519680817921962 0.048642760632084871 0.28588629229876555 -0.046714190296504809 0.49113715225458143 0.027655968972378306 -0.22284522243574553 -0.06024278464140715 0.14803480203593933 -0.0086976586629418408 0.30170357091086253 -0.2349297194480896 0.10015662397657123 -0.31240976753234867 -0.022996426963806153 -0.14979150630809643 leaf_weight=78 21 51 76 23 20 1394 51 27 31 11336 21 20 21 50 50 27 leaf_count=78 21 51 76 23 20 1394 51 27 31 11336 21 20 21 50 50 27 internal_value=0 -0.00365074 0.156311 -0.00564288 0.169556 -0.00650589 -0.121012 -0.00460899 -0.00382802 -0.00470186 0.210093 -0.140129 0.0233832 -0.243113 0.0119906 -0.186021 internal_weight=0 13276 154 13122 64 13058 202 12856 12782 12730 52 74 44 101 101 47 internal_count=13297 13276 154 13122 64 13058 202 12856 12782 12730 52 74 44 101 101 47 cat_boundaries=0 3 6 7 11 cat_threshold=0 0 2147483904 0 16448 524288 1310 201343488 98824 1095173120 32800 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=13 num_cat=4 split_feature=10 25 4 13 2 26 25 25 24 7 26 13 split_gain=79375.9 37509.4 27375.5 18870.8 19570.4 17927.1 17081.2 12077.8 35963 25539.7 6301.51 1401.59 threshold=279.07800000000003 0 333.3454000000001 55.232840000000003 16.594211000000005 2022.5000000000002 1 2 3 206.27675000000002 2022.5000000000002 175.27925000000002 decision_type=2 9 2 2 2 2 9 9 1 2 2 2 left_child=1 5 3 6 11 -1 10 8 -8 -9 -3 -5 right_child=-2 2 -4 4 -6 -7 7 9 -10 -11 -12 -13 leaf_value=0.049597908716935375 0.54934546672380891 -0.046479653556748199 -0.33619953765869143 -0.0082997091249986128 0.42611469292640686 0.26540291365530144 0.078367709806388311 -0.0086470612872115715 -0.018492384802054437 0.33240548155524513 -0.16024632017663185 0.10591558955964589 leaf_weight=78 26 101 25 22 20 76 644 11246 922 22 94 21 leaf_count=78 26 101 25 22 20 76 644 11246 922 22 94 21 internal_value=0 -0.00372796 -0.00560014 -0.00497312 0.167681 0.146581 -0.00580796 -0.00435334 0.0215848 -0.0079741 -0.0963785 0.0474799 internal_weight=0 13271 13117 13092 63 154 13029 12834 1566 11268 195 43 internal_count=13297 13271 13117 13092 63 154 13029 12834 1566 11268 195 43 cat_boundaries=0 3 6 10 11 cat_threshold=0 0 2147483904 0 16448 524288 201343488 2196104 1095173120 32800 2131 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=13 num_cat=3 split_feature=9 25 13 4 25 1 1 25 0 1 13 1 split_gain=78408 40845.9 19009.9 29350.8 27295.3 13479.7 23373.3 15928.8 6099.36 2887.36 2279.85 1757.03 threshold=285.62500000000006 0 55.232840000000003 2.9422770000000003 1 199.12500000000003 105.004 2 6.3720000000000008 148.98750000000004 182.65800000000004 272.07425000000006 decision_type=2 9 2 2 9 2 2 9 2 2 2 2 left_child=1 -1 4 10 8 6 7 -6 -3 -8 -4 -7 right_child=-2 2 3 -5 5 11 9 -9 -10 -11 -12 -13 leaf_value=0.15326518052053159 0.60793905485244026 -0.10610891863786055 -0.046780336732449739 0.48401896473765377 0.027175824792466611 -0.092940297065637056 0.14650334940081641 -0.0085349376063607405 -0.28614885193961009 0.29836968172164191 0.097333514576866523 -0.19053802136012488 leaf_weight=154 21 181 23 20 1394 39 31 11336 21 21 21 35 leaf_count=154 21 181 23 20 1394 39 31 11336 21 21 21 35 internal_value=0 -0.00358539 -0.00553877 0.166382 -0.00638563 -0.00452112 -0.00374552 -0.00460978 -0.118938 0.207834 0.0220013 -0.139101 internal_weight=0 13276 13122 64 13058 12856 12782 12730 202 52 44 74 internal_count=13297 13276 13122 64 13058 12856 12782 12730 202 52 44 74 cat_boundaries=0 3 6 10 cat_threshold=0 0 2147483904 0 16448 524288 201343488 98824 1095173120 32800 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=10 num_cat=0 split_feature=10 4 7 7 14 0 0 0 7 split_gain=77649.6 19271.4 12821.4 44596.1 11573.8 11527 9231.81 11464.3 1051.85 threshold=279.07800000000003 365.72000000000008 162.18600000000004 239.51250000000002 115.96500000000002 338.28750000000008 220.33000000000001 181.87500000000003 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -5 right_child=-2 -3 3 8 -6 -7 -8 -9 -10 leaf_value=-0.0037942269389496198 0.54336410375741817 -0.30635552360897972 0.41177761241793631 -0.031498707312124744 -0.1830013304286533 0.21107068290710448 -0.15950221607559606 0.2246754893389615 -0.12718048667907714 leaf_weight=13050 26 21 32 27 36 25 38 22 20 leaf_count=13050 26 21 32 27 36 25 38 22 20 internal_value=0 -0.00366173 -0.00318199 0.123833 -0.00394383 -0.00345307 -0.00386216 -0.00340972 -0.0722144 internal_weight=0 13271 13250 79 13171 13135 13110 13072 47 internal_count=13297 13271 13250 79 13171 13135 13110 13072 47 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=11 num_cat=3 split_feature=8 25 6 25 25 0 0 0 12 0 split_gain=111604 39587.3 108869 26958.4 15648.7 12751.7 11509 35575.4 11475.1 170.106 threshold=269.79925000000003 0 11.291750000000002 1 2 338.28750000000008 217.36500000000004 181.87500000000003 246.67500000000004 250.05000000000004 decision_type=2 9 2 9 9 2 2 2 2 2 left_child=1 2 4 -3 -1 6 7 8 -5 -8 right_child=-2 3 -4 5 -6 -7 9 -9 -10 -11 leaf_value=-0.024087819986873205 0.74591507339477547 -0.15127228271576665 0.82100722241401669 -0.0040311253139206594 0.11469257747493504 0.23214332497638204 -0.189901912689209 0.41843828964233398 0.22991985866001674 -0.14960625908591532 leaf_weight=134 20 114 20 12756 197 23 20 20 21 22 leaf_count=134 20 114 20 12756 197 23 20 20 21 22 internal_value=0 -0.00165371 0.101642 -0.0045227 0.0612469 -0.0031055 -0.00352935 -0.00298695 -0.00364661 -0.168795 internal_weight=0 13327 351 12976 331 12862 12839 12797 12777 42 internal_count=13347 13327 351 12976 331 12862 12839 12797 12777 42 cat_boundaries=0 3 7 9 cat_threshold=67108864 64 1076363520 0 16384 33701888 32 0 64 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=16 num_cat=5 split_feature=8 25 24 26 25 24 1 1 1 4 4 26 25 26 26 split_gain=109384 38818.9 184595 63267.8 26465.9 14443 13555 19463.6 26341.7 14487.1 15421.4 13241.7 9891.21 7058.32 39.1363 threshold=269.79925000000003 0 1 2022.5000000000002 2 3 272.07425000000006 148.98750000000004 199.12500000000003 149.69580000000005 279.07800000000003 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 1 2 2 2 2 2 2 9 2 2 left_child=1 2 3 -1 14 11 7 9 -9 12 -11 -4 -6 -7 -3 right_child=-2 4 5 -5 6 13 -8 8 -10 10 -12 -13 -14 -15 -16 leaf_value=0.20848666450433562 0.73845587730407714 -0.15696054475957696 -0.078689275166345024 0.67563731589559783 0.022260354303133743 -0.073229996884455445 -0.20548849871664338 0.44329562581103782 -0.00037865214049816133 0.2344326879931431 -0.06481803747323843 0.13579368447357754 -0.0071290705577870843 -0.22730966074713344 -0.16868614621081596 leaf_weight=57 20 55 63 59 1263 61 33 23 32 51 26 53 11434 58 59 leaf_count=57 20 55 63 59 1263 61 33 23 32 51 26 53 11434 58 59 internal_value=0 -0.00163762 0.100651 0.410685 -0.00447864 -0.0629035 -0.00307445 -0.00255618 0.185158 -0.0033644 0.133387 0.0177749 -0.00419372 -0.136829 -0.149882 internal_weight=0 13327 351 116 12976 235 12862 12829 55 12774 77 116 12697 119 114 internal_count=13347 13327 351 116 12976 235 12862 12829 55 12774 77 116 12697 119 114 cat_boundaries=0 3 4 8 9 13 cat_threshold=67108864 64 1076363520 2594 0 16384 33701888 32 408 134218241 524296 21038080 32768 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=9 num_cat=2 split_feature=8 0 25 25 12 3 4 3 split_gain=107207 38630 48138 24549.1 19737.5 11774.1 16435.1 2624.55 threshold=269.79925000000003 338.28750000000008 0 1 246.67500000000004 216.24000000000004 293.85000000000008 263.60184000000004 decision_type=2 2 9 9 2 2 2 2 left_child=1 2 -1 -4 5 6 -5 -7 right_child=-2 -3 3 4 -6 7 -8 -9 leaf_value=0.18467253351912777 0.73107134723663336 0.32551131864388788 -0.14563851600787678 -0.0038370526934201703 0.27759549341201784 0.21710874001185101 -0.27739139730280099 0.082104828556378684 leaf_weight=126 20 36 112 12946 25 24 22 36 leaf_count=126 20 36 112 12946 25 24 22 36 internal_value=0 -0.00162113 -0.0025072 -0.00443558 -0.00311344 -0.00365449 -0.00430113 0.136106 internal_weight=0 13327 13291 13165 13053 13028 12968 60 internal_count=13347 13327 13291 13165 13053 13028 12968 60 cat_boundaries=0 3 7 cat_threshold=0 0 1076363520 0 16384 33701888 32 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=13 num_cat=4 split_feature=8 0 25 26 7 25 24 0 0 25 26 0 split_gain=105073 37861.2 47249 125996 37085.4 24558.3 29978.2 11925.7 39989.5 6047.12 482.001 214.075 threshold=269.79925000000003 338.28750000000008 0 2022.5000000000002 280.57800000000003 1 2 217.36500000000004 172.87500000000003 3 2022.5000000000002 250.05000000000004 decision_type=2 2 9 2 2 9 1 2 2 9 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=-0.085356442519596648 0.72376062870025637 0.32225620773103503 0.024537280898983195 0.55103082801614489 0.38038961181640624 -0.0030169420005598051 -0.069917728836471973 -0.19648538160324097 0.40556280334790551 -0.19863062198097642 0.06431202574381753 -0.15077127592904227 leaf_weight=70 20 36 59 56 25 12714 101 20 24 138 63 21 leaf_count=70 20 36 59 56 25 12714 101 20 24 138 63 21 internal_value=0 -0.00160463 -0.00248184 0.182962 -0.00439233 -0.00512775 -0.0853338 -0.00279301 -0.00224713 -0.14923 0.0416618 -0.173071 internal_weight=0 13327 13291 126 13165 13140 361 12779 12738 239 122 41 internal_count=13347 13327 13291 126 13165 13140 361 12779 12738 239 122 41 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 1076363520 16384 49216 33703936 32 282 16384 32768 133120 32 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=12 num_cat=4 split_feature=8 25 24 25 24 1 1 1 4 4 9 split_gain=102983 37168.8 180653 25266.2 14051.6 13348.5 18987 25700.2 14284.9 14914 11576.6 threshold=269.79925000000003 0 1 2 3 272.07425000000006 148.98750000000004 199.12500000000003 149.69580000000005 279.07800000000003 155.50120000000001 decision_type=2 9 1 9 1 2 2 2 2 2 2 left_child=1 2 -1 -3 -4 6 8 -8 10 -10 -5 right_child=-2 3 4 5 -6 -7 7 -9 9 -11 -12 leaf_value=0.40519920089888195 0.71652305126190186 -0.14643987740239789 0.016452711252939133 -0.0035494094325713224 -0.13619785207186558 -0.20386435385906335 0.43789270711981731 -0.00034602053463459018 0.23188090188830507 -0.06240578431349534 -0.16790849652401235 leaf_weight=116 20 114 116 12654 119 33 23 32 51 26 43 leaf_count=116 20 114 116 12654 119 33 23 32 51 26 43 internal_value=0 -0.0015906 0.0985003 -0.00437059 -0.0632509 -0.0029986 -0.00248425 0.182917 -0.00328252 0.132511 -0.00410603 internal_weight=0 13327 351 12976 235 12862 12829 55 12774 77 12697 internal_count=13347 13327 351 12976 235 12862 12829 55 12774 77 12697 cat_boundaries=0 3 4 8 9 cat_threshold=67108864 64 1076363520 2594 0 16384 33701888 32 408 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=12 num_cat=0 split_feature=4 6 5 1 1 1 0 0 3 6 1 split_gain=82485.3 17175.4 19338.9 18356.7 16066.4 17244.1 12471 68796.3 13496.8 5535.86 913.146 threshold=293.85000000000008 223.36075000000002 335.87040000000007 272.07425000000006 148.98750000000004 199.12500000000003 172.87500000000003 220.33000000000001 279.07800000000003 263.60184000000004 231.75000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 -3 -7 right_child=-2 9 -4 -5 5 10 7 -9 -10 -11 -12 leaf_value=-0.0018606010922589313 0.4716521788932182 0.30434019124507905 -0.29164096666418987 -0.21268460611017742 0.37559260409811268 -0.0078471608324484389 0.53772934542761908 -0.067054013782931923 -0.21076742479878088 0.099709213758126275 0.08326446175575257 leaf_weight=12962 37 20 23 41 23 22 27 62 31 39 22 leaf_count=12962 37 20 23 41 23 22 27 62 31 39 22 internal_value=0 -0.00116366 -0.00192383 -0.00141864 -0.000759886 0.153699 -0.00155095 0.11642 -0.00235903 0.169076 0.0377087 internal_weight=0 13272 13213 13190 13149 67 13082 89 12993 59 44 internal_count=13309 13272 13213 13190 13149 67 13082 89 12993 59 44 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=13 num_cat=5 split_feature=10 25 26 0 25 8 6 6 24 26 25 25 split_gain=81349.3 59799.9 117787 28847.1 26431.4 32958 21725.4 14752.5 13472.4 9307.22 9250.08 9227.15 threshold=279.07800000000003 0 2022.5000000000002 338.28750000000008 1 269.79925000000003 48.647820000000003 223.36075000000002 2 2022.5000000000002 3 4 decision_type=2 9 2 2 9 2 2 2 1 2 9 9 left_child=1 2 -1 4 6 7 8 11 9 -3 -10 -6 right_child=-2 3 -4 -5 5 -7 -8 -9 10 -11 -12 -13 leaf_value=-0.071768126198739721 0.55896110530082999 0.075159267206661037 0.53522862419005368 0.31192882439185832 0.019635646684301719 0.40429031181335445 0.23337641882896423 0.19476785214323747 -0.22401787749203769 -0.10338417029806546 -0.078459017355710467 -0.0058287343170809634 leaf_weight=66 26 61 62 29 1623 20 20 38 100 56 141 11067 leaf_count=66 26 61 62 29 1623 20 20 38 100 56 141 11067 internal_value=0 -0.000944518 0.206141 -0.00311383 -0.00381224 -0.00133351 -0.08512 -0.00197193 -0.105291 -0.0094866 -0.145376 -0.00256106 internal_weight=0 13283 128 13155 13126 12748 378 12728 358 117 241 12690 internal_count=13309 13283 128 13155 13126 12748 378 12728 358 117 241 12690 cat_boundaries=0 3 6 7 9 13 cat_threshold=256 0 2621696 0 18496 1090781184 1680 0 16448 16905 2150105216 574816256 32800 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=16 num_cat=4 split_feature=4 25 26 25 2 1 1 0 0 1 25 7 25 26 26 split_gain=80481.8 66543.1 128938 21899.9 21915.4 16970.8 16203.4 13325.7 69170.5 12691.2 10350.3 8679.72 6324.4 18412.6 2088.44 threshold=293.85000000000008 0 2022.5000000000002 1 22.196000000000005 272.07425000000006 148.98750000000004 176.53925000000004 220.33000000000001 216.24000000000004 2 11.291750000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 9 2 9 2 2 left_child=1 2 -1 4 11 6 7 10 -9 -8 -5 12 14 -14 -3 right_child=-2 3 -4 5 -6 -7 9 8 -10 -11 -12 -13 13 -15 -16 leaf_value=-0.07105044588898167 0.46588564073717276 -0.074903942592003767 0.56670632143489652 0.019790281101682222 0.21130123655001323 -0.23878485894203189 0.31384663960029341 0.57416947364807125 -0.076859695116678881 0.020475244109829264 -0.0059400117409890299 -0.30344420397281646 -0.036937954242412863 -0.24289316165878114 0.0004737105667591095 leaf_weight=66 37 68 61 1818 24 30 29 24 51 30 10797 20 91 83 80 leaf_count=66 37 68 61 1818 24 30 29 24 51 30 10797 20 91 83 80 internal_value=0 -0.00115277 0.2181 -0.00343438 -0.0786561 -0.00122016 -0.000662094 -0.0014308 0.13147 0.164675 -0.00222093 -0.101304 -0.0887486 -0.127834 -0.0319973 internal_weight=0 13272 127 13145 366 12779 12749 12690 75 59 12615 342 322 174 148 internal_count=13309 13272 127 13145 366 12779 12749 12690 75 59 12615 342 322 174 148 cat_boundaries=0 3 6 10 13 cat_threshold=256 0 2621696 0 16448 1090781184 71320073 2150105232 574702592 32800 0 0 17039360 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=12 num_cat=3 split_feature=10 25 26 0 25 8 6 3 6 25 2 split_gain=79487.5 57364.5 113018 28373.6 25550.7 32299.1 21243.9 16499.8 14423.5 8944.6 5802.98 threshold=279.07800000000003 0 2022.5000000000002 338.28750000000008 1 269.79925000000003 48.647820000000003 29.205000000000002 223.36075000000002 2 13.215000000000002 decision_type=2 9 2 2 9 2 2 2 2 9 2 left_child=1 2 -1 4 6 8 7 10 9 -6 -3 right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.070339940461245448 0.55252452808503916 -0.13053456723877468 0.5242418198431692 0.30938494452114762 0.012598727996856671 0.40023131465911865 0.23126413965225218 0.17545891797542573 0.19258455163554142 -0.0071807811780825043 0.045077919721603389 leaf_weight=66 26 318 62 29 2980 20 20 20 38 9710 20 leaf_count=66 26 318 62 29 2980 20 20 20 38 9710 20 internal_value=0 -0.000936943 0.201888 -0.0030616 -0.00375424 -0.00131715 -0.0836958 -0.103629 -0.00194915 -0.00253168 -0.120143 internal_weight=0 13283 128 13155 13126 12748 378 358 12728 12690 338 internal_count=13309 13283 128 13155 13126 12748 378 358 12728 12690 338 cat_boundaries=0 3 6 10 cat_threshold=256 0 2621696 0 18496 1090781184 4212249 2154299520 574819328 32800 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=13 num_cat=3 split_feature=4 25 25 6 1 1 0 0 1 6 7 25 split_gain=78467.4 64022.9 21084.4 30806 16775.5 15811.7 12862.1 68003.5 12456.4 11761.9 10002.3 8707.08 threshold=293.85000000000008 0 1 95.142500000000013 272.07425000000006 148.98750000000004 176.53925000000004 220.33000000000001 216.24000000000004 223.36075000000002 16.165000000000003 2 decision_type=2 9 9 2 2 2 2 2 2 2 2 9 left_child=1 -1 3 10 5 6 9 -8 -7 -4 11 -3 right_child=-2 2 4 -5 -6 8 7 -9 -10 -11 -12 -13 leaf_value=0.21392198165837864 0.46001729707460143 -0.14312080069511168 -0.0027090216502596133 0.30229881453514101 -0.23739851363499959 0.31046212081251473 0.56810896635055541 -0.077404963596194393 0.019816862394412358 0.17584765724233681 -0.31842376041412357 -0.034111847581039551 leaf_weight=127 37 145 12578 20 30 29 24 51 30 37 20 181 leaf_count=127 37 145 12578 20 30 29 24 51 30 37 20 181 internal_value=0 -0.00113917 -0.00337715 -0.0771851 -0.00120453 -0.000649686 -0.00140904 0.129159 0.162676 -0.00218531 -0.101351 -0.088034 internal_weight=0 13272 13145 366 12779 12749 12690 75 59 12615 346 326 internal_count=13309 13272 13145 366 12779 12749 12690 75 59 12615 346 326 cat_boundaries=0 3 6 8 cat_threshold=256 0 2621696 0 16448 1090781184 0 16448 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=17 num_cat=4 split_feature=25 4 25 8 26 8 25 6 8 9 6 25 1 9 26 26 split_gain=70787 133365 51406.2 46618.6 23061.7 13146.9 13273.3 28604.4 18313.8 14866.7 10916.6 9739.87 7628.59 2344.6 1943.94 1198.31 threshold=0 29.205000000000002 1 269.79925000000003 2022.5000000000002 162.18600000000004 2 223.36075000000002 86.532000000000025 11.567500000000003 30.232500000000005 3 199.12500000000003 53.646000000000008 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 2 4 5 -1 6 7 9 11 10 -2 15 -13 -11 -4 -8 right_child=3 -3 14 -5 -6 -7 8 -9 -10 13 -12 12 -14 -15 -16 -17 leaf_value=0.074776380989286628 0.022047801953670017 0.92259616851806647 0.19641526196797687 0.468261646997361 -0.18401334538604275 -0.18660880553416717 -0.067364370785062286 0.40649318361282349 0.24526987536200159 0.13760236072540286 -0.17836900923933305 -0.0048474750077894778 -0.13388019442558288 0.28286572273075583 0.2686570700439247 -0.12929041658678364 leaf_weight=72 926 21 75 21 66 39 63 20 29 25 28 11637 46 20 74 62 leaf_count=72 926 21 75 21 66 39 63 20 29 25 28 11637 46 20 74 62 internal_value=0 0.148507 0.0970411 -0.00251515 -0.0456823 -0.00328377 -0.00272764 0.031729 -0.00571585 0.0245438 0.0161655 -0.0063371 -0.00535094 0.202164 0.217684 -0.0908145 internal_weight=0 308 287 12916 138 12895 12856 1019 11837 999 954 11808 11683 45 149 125 internal_count=13224 308 287 12916 138 12895 12856 1019 11837 999 954 11808 11683 45 149 125 cat_boundaries=0 3 5 9 12 cat_threshold=0 16448 16777472 0 64 67109377 65536 2183217152 33312 256 0 525312 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=79967.5 45550.2 27054.2 33969.8 22197.8 16925.5 23134.3 12970.2 588.097 threshold=279.07800000000003 0 338.28750000000008 333.3454000000001 246.67500000000004 1 2 174.00000000000003 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=0.13964456976676473 0.55514370870131713 0.096165975107572466 0.33313239892323815 -0.41473414134979253 0.32256907451720468 -0.0063273157270974777 0.0056153089425585289 -0.19643686811129255 0.17465506974686967 leaf_weight=98 26 372 24 20 21 11433 1100 36 94 leaf_count=98 26 372 24 20 21 11433 1100 36 94 internal_value=0 1.01271e-05 -0.00230248 -0.00292438 -0.00228897 -0.00281613 0.0289935 -0.00691802 0.149023 internal_weight=0 13198 13006 12982 12962 12941 1472 11469 192 internal_count=13224 13198 13006 12982 12962 12941 1472 11469 192 cat_boundaries=0 3 7 8 cat_threshold=0 16384 20971776 201343489 2162688 35737600 33312 2144 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=12 num_cat=4 split_feature=10 25 4 12 25 4 4 24 7 25 26 split_gain=78375.9 43923.3 13207.5 15303.6 14174.7 30158.1 38303.7 22362.4 11586.7 12116 333.721 threshold=279.07800000000003 0 333.3454000000001 246.67500000000004 1 27.015000000000004 36.89500000000001 2 206.27675000000002 3 2022.5000000000002 decision_type=2 9 2 2 9 2 2 1 2 9 2 left_child=1 10 3 4 5 7 -7 -3 9 -6 -1 right_child=-2 2 -4 -5 8 6 -8 -9 -10 -11 -12 leaf_value=0.1345497414580098 0.54959227121793308 0.063310763782262802 -0.2529438654581706 0.26156497196717693 -0.094426604289158139 0.55136622283769687 0.084141092525946135 -0.011830568597115176 0.20417089223861695 -0.0059129734324594877 0.1597723092284857 leaf_weight=108 26 590 21 22 147 23 74 1161 26 10924 102 leaf_count=108 26 590 21 22 147 23 74 1161 26 10924 102 internal_value=0 1.07969e-05 -0.0023608 -0.0019568 -0.00240465 0.0231651 0.194926 0.0137823 -0.00667768 -0.00717888 0.140128 internal_weight=0 13198 12988 12967 12945 1848 97 1751 11097 11071 210 internal_count=13224 13198 12988 12967 12945 1848 97 1751 11097 11071 210 cat_boundaries=0 3 7 8 11 cat_threshold=0 16384 20988160 201343489 2149646400 35983360 33312 2146 0 16 524288 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=9 num_cat=1 split_feature=10 25 6 8 8 8 5 8 split_gain=76816.4 43049.4 15085.8 17266.6 12784.2 13269.7 12190.3 2555.71 threshold=279.07800000000003 0 316.3010000000001 269.79925000000003 162.18600000000004 45.007500000000007 290.58750000000009 86.532000000000025 decision_type=2 9 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 -7 right_child=-2 2 -4 -5 -6 7 -8 -9 leaf_value=0.13872667429663918 0.5440963530311218 -0.0031990118552917917 0.23829761743545533 0.25972925643920897 -0.18410859804887039 0.07340038290950987 -0.24433025087629046 0.18559075903248143 leaf_weight=210 26 12795 26 25 39 45 21 37 leaf_count=210 26 12795 26 25 39 45 21 37 internal_value=0 1.03187e-05 -0.00233757 -0.00282205 -0.00332942 -0.00278279 -0.00359412 0.124023 internal_weight=0 13198 12988 12962 12937 12898 12816 82 internal_count=13224 13198 12988 12962 12937 12898 12816 82 cat_boundaries=0 3 cat_threshold=0 16384 20988160 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=11 num_cat=3 split_feature=10 25 0 4 25 4 24 13 8 13 split_gain=75287.4 42230.9 26485.5 32912 16374.9 23822.7 22367.4 21482.4 10839.6 3720.84 threshold=279.07800000000003 0 338.28750000000008 333.3454000000001 1 166.68000000000004 2 62.425150000000009 174.00000000000003 192.44922000000003 decision_type=2 9 2 2 9 2 1 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -6 -9 right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11 leaf_value=0.13740246441147544 0.53865538402245594 0.078288321776823558 0.32957606116930643 -0.40827758407592774 -0.0066362766039489134 0.3293163372003115 -0.0046905695590286735 0.12280516897530661 -0.18043191287252641 0.30471295876936483 leaf_weight=210 26 485 24 20 11403 26 949 23 36 22 leaf_count=210 26 485 24 20 11403 26 949 23 36 22 internal_value=0 1.12666e-05 -0.00231419 -0.0029304 -0.00230409 0.029127 0.0238874 -0.00631989 -0.00718323 0.211738 internal_weight=0 13198 12988 12964 12944 1460 1434 11484 11439 45 internal_count=13224 13198 12988 12964 12944 1460 1434 11484 11439 45 cat_boundaries=0 3 7 8 cat_threshold=0 16384 20988160 201343489 2162688 35721216 33312 2146 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=13 num_cat=0 split_feature=8 7 1 0 10 11 7 8 8 11 11 8 split_gain=84371.8 26255.3 17656.2 17068.9 24783.7 11095.5 10248.1 9283.58 10214.2 1618.41 637.919 505.471 threshold=355.00000000000006 162.18600000000004 26.955000000000002 376.61250000000007 227.60400000000001 92.090000000000018 280.57800000000003 162.18600000000004 92.932500000000019 239.51250000000002 135.58975000000004 234.55500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 7 -3 8 -1 10 -7 -9 right_child=-2 2 -4 -5 -6 9 -8 11 -10 -11 -12 -13 leaf_value=-0.0038728774854633044 0.64627391242980969 -0.035409664789835614 0.43666333198547364 0.28008744693937759 -0.27487607492243543 -0.14370010769367217 0.23583890823217538 -0.11730424261093139 0.16251319820816451 -0.20971862381696704 -0.067928957653045657 -0.18475228929519652 leaf_weight=13044 20 30 20 21 34 20 26 25 37 20 25 20 leaf_count=13044 20 30 20 21 34 20 26 25 37 20 25 20 internal_value=0 -0.00372018 0.181616 -0.00478356 -0.00523591 -0.0045409 0.0905272 -0.00389551 -0.00340225 -0.134871 -0.101605 -0.147281 internal_weight=0 13322 76 13246 13225 13191 56 13126 13081 65 45 45 internal_count=13342 13322 76 13246 13225 13191 56 13126 13081 65 45 45 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=12 num_cat=3 split_feature=0 4 4 10 25 24 6 25 6 26 26 split_gain=35041.4 24873.5 68624.4 43355.1 25320.4 133979 19372.8 17646.3 3157.26 220.664 107.346 threshold=376.61250000000007 365.72000000000008 272.07425000000006 269.79925000000003 0 1 223.36075000000002 2 290.58750000000009 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 2 2 left_child=1 2 3 4 5 9 7 -6 -8 -1 -7 right_child=-2 -3 -4 -5 6 10 8 -9 -10 -11 -12 leaf_value=0.37726392344424597 0.39605028282512317 -0.32501775741577149 0.55524729642001069 -0.45773274028939859 -0.082625031012440064 -0.1350060349895108 0.12692628227431199 -0.0038522408133346308 0.29024627494812011 0.34918659348921344 -0.15410653361252377 leaf_weight=57 22 24 22 21 281 62 29 12693 20 55 56 leaf_count=57 22 24 22 21 281 62 29 12693 20 55 56 internal_value=0 -0.00337699 -0.00279641 -0.0037213 -0.0030019 0.0987874 -0.00487172 -0.00562501 0.193588 0.333683 -0.132815 internal_weight=0 13320 13296 13274 13253 230 13023 12974 49 112 118 internal_count=13342 13320 13296 13274 13253 230 13023 12974 49 112 118 cat_boundaries=0 4 5 8 cat_threshold=0 16384 1114112000 32800 2289 67125248 64 65792 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=13 num_cat=0 split_feature=8 10 13 4 4 4 13 11 5 10 4 10 split_gain=82663.5 19592.5 20211.8 15148 20412.4 9666.78 9629.97 9537.53 14332.6 4257.48 1848.56 53.3718 threshold=355.00000000000006 149.68000000000004 55.232840000000003 365.72000000000008 216.24000000000004 2.9422770000000003 192.44922000000003 170.05500000000004 280.57800000000003 279.07800000000003 263.60184000000004 227.60400000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -4 8 -1 11 -6 -3 right_child=-2 9 5 -5 10 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.004077438390557961 0.63972402954101559 -0.11315914049744606 -0.025759002381357653 -0.27871311950683597 0.1493678194284439 0.35246752452850344 0.25542387349264961 -0.16017366974781719 0.20781662821769714 -0.29917761597037318 0.27783977463131859 -0.13527795256674291 leaf_weight=13052 20 24 29 20 24 20 21 39 32 20 21 20 leaf_count=13052 20 24 29 20 24 20 21 39 32 20 21 20 internal_value=0 -0.00365627 -0.00281369 -0.00371324 -0.00329556 0.166661 0.0923378 -0.00402464 -0.0035592 -0.178202 0.209321 -0.123213 internal_weight=0 13322 13258 13188 13168 70 50 13123 13084 64 45 44 internal_count=13342 13322 13258 13188 13168 70 50 13123 13084 64 45 44 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=13 num_cat=0 split_feature=8 7 1 0 10 11 7 8 8 11 11 8 split_gain=81018.5 25632.7 17297.4 16277.7 23533.3 10849.9 10035.3 9147.11 10008.8 1594.3 654.816 486.906 threshold=355.00000000000006 162.18600000000004 26.955000000000002 376.61250000000007 227.60400000000001 92.090000000000018 280.57800000000003 162.18600000000004 92.932500000000019 239.51250000000002 135.58975000000004 234.55500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 7 -3 8 -1 10 -7 -9 right_child=-2 2 -4 -5 -6 9 -8 11 -10 -11 -12 -13 leaf_value=-0.0037729379060684369 0.63332675170898445 -0.035275210062662758 0.43194802665710447 0.27352040245419457 -0.2678623812777155 -0.14294650745391846 0.23314265269499557 -0.11670326709747314 0.16093138166376061 -0.2076027732491493 -0.06617838973999024 -0.18290112924575805 leaf_weight=13044 20 30 20 21 34 20 26 25 37 20 25 20 leaf_count=13044 20 30 20 21 34 20 26 25 37 20 25 20 internal_value=0 -0.00361971 0.179505 -0.0046704 -0.00511214 -0.0044349 0.0893474 -0.00379669 -0.00330707 -0.133315 -0.100298 -0.146125 internal_weight=0 13322 76 13246 13225 13191 56 13126 13081 65 45 45 internal_count=13342 13322 76 13246 13225 13191 56 13126 13081 65 45 45 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=14 num_cat=4 split_feature=8 7 4 25 24 0 1 25 24 0 7 26 26 split_gain=79406.3 25122.6 18273.5 20146.4 140859 26471 16953.2 14531.8 24368.4 12221.3 9835.58 9552.5 6996.1 threshold=355.00000000000006 162.18600000000004 365.72000000000008 0 1 355.00000000000006 26.955000000000002 2 3 217.36500000000004 280.57800000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 1 2 2 2 2 left_child=1 2 3 4 11 7 10 8 -5 -9 -3 -1 -6 right_child=-2 6 -4 5 12 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0.27063256230847588 0.62699348258972165 -0.034922456423441571 -0.28624751630036727 0.03569568102876855 -0.10038014288132008 0.31933888087272644 0.42762853670120238 -0.004267837432703603 -0.15932617370437527 -0.17314061522483826 0.23081121866519635 0.45824978192647303 -0.26441694222963774 leaf_weight=58 20 30 23 107 52 25 20 12686 149 43 26 51 52 leaf_count=58 20 30 23 107 52 25 20 12686 149 43 26 51 52 internal_value=0 -0.00358351 -0.0046237 -0.00413385 0.0901255 -0.00574192 0.17771 -0.00637222 -0.0795356 -0.00483451 0.0884539 0.328298 -0.166399 internal_weight=0 13322 13246 13223 213 13010 76 12985 256 12729 56 109 104 internal_count=13342 13322 13246 13223 213 13010 76 12985 256 12729 56 109 104 cat_boundaries=0 4 5 8 9 cat_threshold=0 16384 1110048768 32800 183 16384 64 327936 1306 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=17 num_cat=5 split_feature=25 24 8 25 24 4 15 6 7 4 25 3 2 1 9 7 split_gain=63010.9 274431 26996 12907.4 24062.3 23184.5 22540.6 28300.9 10755.4 14515.9 8708.64 10274.6 8109.2 7097.21 6057.21 5506.18 threshold=0 1 269.79925000000003 2 3 216.24000000000004 2.1104999999999952 218.62500000000003 198.34750000000003 233.80500000000004 4 14.3635 233.80500000000004 157.57350000000002 181.50000000000003 65.790000000000006 decision_type=9 1 2 9 1 2 2 2 2 2 9 2 2 2 2 2 left_child=1 -1 3 4 10 6 7 -6 9 12 11 -2 14 15 -5 -12 right_child=2 -3 -4 8 5 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 leaf_value=0.51106422310201527 0.010575668656826019 -0.16294839250124418 0.34068963921588397 -0.0054369248652560214 0.047163754266649018 0.36140320142110194 -0.23284509130886621 0.42722092509269716 0.17692650794982911 -0.26933371453058153 -0.04495936506606163 0.24829493093490601 -0.19375247644341509 0.14030900871753693 -0.15824735357211187 -0.21437727797031403 leaf_weight=107 200 120 23 11203 963 24 28 20 32 21 470 20 23 20 26 20 leaf_count=107 200 120 23 11203 963 24 28 20 32 21 470 20 23 20 26 20 internal_value=0 0.162917 -0.00160675 -0.00221033 0.0228653 0.0537006 0.0469273 0.0548964 -0.00614008 -0.00666518 -0.0209882 0.0307871 -0.00617496 -0.0434851 -0.00579075 -0.0518744 internal_weight=0 227 13093 13070 1765 1035 1011 983 11305 11273 730 220 11252 510 11229 490 internal_count=13320 227 13093 13070 1765 1035 1011 983 11305 11273 730 220 11252 510 11229 490 cat_boundaries=0 3 4 8 9 12 cat_threshold=0 16448 2097408 811 201343752 622720 3222150144 33312 782 134234368 0 4096 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=11 num_cat=2 split_feature=25 24 26 8 26 0 0 0 5 14 split_gain=61868.4 269423 68206.9 26458.8 14193 13599.4 15602.2 47063.5 11234.8 12224.3 threshold=0 1 2022.5000000000002 269.79925000000003 2022.5000000000002 338.28750000000008 220.33000000000001 176.53925000000004 280.57800000000003 182.65800000000004 decision_type=9 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -3 6 7 8 9 -2 right_child=3 4 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.30358808870668763 -0.0037553174158766879 -0.069710401104342554 0.80856454975200154 0.33728274469790248 -0.28733980540571541 0.25208551724751788 -0.19979262220859528 0.38718230862771313 0.20085294193691677 0.22699082094690073 leaf_weight=54 12928 62 53 23 58 21 40 31 27 23 leaf_count=54 12928 62 53 23 58 21 40 31 27 23 internal_value=0 0.161434 0.50639 -0.00159068 -0.161444 -0.00218823 -0.00259744 -0.0019911 -0.00292071 -0.00334553 internal_weight=0 227 107 13093 120 13070 13049 13009 12978 12951 internal_count=13320 227 107 13093 120 13070 13049 13009 12978 12951 cat_boundaries=0 3 4 cat_threshold=0 16448 2097408 811 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=11 num_cat=3 split_feature=25 24 26 8 26 0 0 0 20 25 split_gain=60637.2 264061 66849.6 25932.2 13910.5 13328.8 15291.7 46126.9 10717 10272.4 threshold=0 1 2022.5000000000002 269.79925000000003 2022.5000000000002 338.28750000000008 220.33000000000001 176.53925000000004 41.990000000000009 2 decision_type=9 1 2 2 2 2 2 2 2 9 left_child=1 2 -1 5 -3 6 7 8 9 -2 right_child=3 4 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.30055220798209864 0.036411929175871542 -0.069013298557650662 0.800478902492883 0.33390991625578509 -0.28446640409272289 0.24956464676629928 -0.19779469460248947 0.38331050257528981 0.17708964423699811 -0.0053384755251024854 leaf_weight=54 609 62 53 23 58 21 40 31 33 12336 leaf_count=54 609 62 53 23 58 21 40 31 33 12336 internal_value=0 0.15982 0.501327 -0.00157477 -0.15983 -0.00216635 -0.00257146 -0.00197119 -0.0028915 -0.00335032 internal_weight=0 227 107 13093 120 13070 13049 13009 12978 12945 internal_count=13320 227 107 13093 120 13070 13049 13009 12978 12945 cat_boundaries=0 3 4 8 cat_threshold=0 16448 2097408 811 67125504 32768 3226207232 33312 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=11 num_cat=2 split_feature=25 24 26 8 26 0 0 0 5 14 split_gain=59430.4 258806 65519.2 25416.1 13633.7 13063.5 14987.5 45208.9 10993 11974 threshold=0 1 2022.5000000000002 269.79925000000003 2022.5000000000002 338.28750000000008 220.33000000000001 176.53925000000004 280.57800000000003 182.65800000000004 decision_type=9 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -3 6 7 8 9 -2 right_child=3 4 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.29754669577987108 -0.0036881426565932907 -0.068323160909837297 0.79247409820556647 0.33057082549385408 -0.28162174142640212 0.24706901686532157 -0.19581675040721894 0.37947739047388879 0.19870652869895655 0.22468351913535078 leaf_weight=54 12928 62 53 23 58 21 40 31 27 23 leaf_count=54 12928 62 53 23 58 21 40 31 27 23 internal_value=0 0.158222 0.496313 -0.00155879 -0.158232 -0.00214445 -0.00254551 -0.00195124 -0.00286234 -0.00328257 internal_weight=0 227 107 13093 120 13070 13049 13009 12978 12951 internal_count=13320 227 107 13093 120 13070 13049 13009 12978 12951 cat_boundaries=0 3 4 cat_threshold=0 16448 2097408 811 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=11 num_cat=2 split_feature=25 24 26 8 26 0 0 0 5 6 split_gain=58247.7 253656 64215.4 24910.4 13362.4 12803.6 14689.2 44309.3 10774.2 11071.4 threshold=0 1 2022.5000000000002 269.79925000000003 2022.5000000000002 338.28750000000008 220.33000000000001 176.53925000000004 280.57800000000003 269.79925000000003 decision_type=9 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -3 6 7 8 9 -2 right_child=3 4 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.29457121637132433 -0.0028513580298174723 -0.067639926172071888 0.7845493791688164 0.32726511747940729 -0.2788055206167287 0.2445983260018485 -0.19385858078300952 0.37568261823346538 0.19671945925112122 -0.21783141950766247 leaf_weight=54 12927 62 53 23 58 21 40 31 27 24 leaf_count=54 12927 62 53 23 58 21 40 31 27 24 internal_value=0 0.15664 0.49135 -0.0015432 -0.156649 -0.002123 -0.00252006 -0.00193173 -0.00283372 -0.00324975 internal_weight=0 227 107 13093 120 13070 13049 13009 12978 12951 internal_count=13320 227 107 13093 120 13070 13049 13009 12978 12951 cat_boundaries=0 3 4 cat_threshold=0 16448 2097408 811 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=17 num_cat=6 split_feature=25 0 0 25 24 4 1 25 24 4 4 25 26 26 26 26 split_gain=44984 42337.7 27752.6 25714.1 19254.1 14259.2 12759.3 13266.6 31776.5 8431.01 7425.12 5645.19 4140.5 1131.6 722.789 650.315 threshold=0 355.00000000000006 13.106250000000001 1 2 285.62500000000006 272.07425000000006 3 4 21.660000000000004 149.69580000000005 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 9 1 2 2 9 2 2 2 2 left_child=2 3 15 4 9 6 7 8 -5 13 -9 14 -13 -2 -6 -1 right_child=1 -3 -4 5 11 -7 -8 10 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.17292795798052912 -0.05495873764449475 0.3839951019627707 -0.17754548570384149 0.092634475302798544 -0.05658809331747202 -0.26947002363204958 -0.23260072151819866 -0.0050169259849235058 -0.02653507107591738 0.1836326162815094 0.15802153101989203 -0.16045240334102087 -0.28685731168226763 -0.0067281014400143785 -0.10814418600316633 0.21106392265736371 leaf_weight=92 102 28 23 456 52 20 24 11736 427 20 28 49 55 93 57 87 leaf_count=92 102 28 23 456 52 20 24 11736 427 20 28 49 55 93 57 87 internal_value=0 -0.00443924 0.142398 -0.00527167 -0.080605 -0.00266546 -0.00224644 -0.0018093 0.0353548 -0.0113727 -0.00462494 -0.146844 -0.207362 -0.0319564 -0.0765277 0.191463 internal_weight=0 13147 202 13119 428 12691 12671 12647 883 215 11764 213 104 195 109 179 internal_count=13349 13147 202 13119 428 12691 12671 12647 883 215 11764 213 104 195 109 179 cat_boundaries=0 3 7 8 12 13 16 cat_threshold=256 16384 16777472 16384 64 2183200768 32768 1817 67109376 2097168 1078591488 544 3180 16384 0 2181038080 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=18 num_cat=4 split_feature=25 3 25 5 4 2 6 25 1 25 7 7 4 10 3 4 26 split_gain=44088.5 38994 25711.6 30217.3 25566.3 25325.8 15701.5 13927.9 12494.2 10929.8 19632 32020.2 18983.5 6990.43 22660.5 3205.52 2629.78 threshold=0 333.3454000000001 1 121.76350000000002 11.555000000000001 1.1528500000000002 29.757000000000005 2 272.07425000000006 3 36.89500000000001 218.62500000000003 233.80500000000004 30.283500000000007 2.1510000000000002 216.24000000000004 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=5 2 3 4 6 16 7 -2 9 10 12 -12 -4 15 -15 -11 -1 right_child=1 -3 8 -5 -6 -7 -8 -9 -10 13 11 -13 -14 14 -16 -17 -18 leaf_value=0.15053818418624554 -0.16550594078527917 0.36838590008871896 0.029073268133573808 0.29649653502873013 -0.37374151555697127 -0.17232801133936104 0.19464253243945895 -0.042296082966899268 -0.2302747090657552 -0.0055104933470131439 0.51969786462329681 -0.026217590678821911 -0.26853405258872293 0.0036719270788057885 0.34617475762963296 0.1181510863985334 0.22705963908239851 leaf_weight=94 138 28 832 21 30 22 21 307 24 11537 21 22 22 99 24 21 86 leaf_count=94 138 28 832 21 30 22 21 307 24 11537 21 22 22 99 24 21 86 internal_value=0 -0.00439435 -0.00519333 -0.0736263 -0.0907812 0.140974 -0.0725649 -0.0851747 -0.00232558 -0.00189248 0.0315525 0.240392 0.0214066 -0.00448393 0.0705017 -0.00528581 0.187098 internal_weight=0 13147 13119 517 496 202 466 445 12602 12578 897 43 854 11681 123 11558 180 internal_count=13349 13147 13119 517 496 202 466 445 12602 12578 897 43 854 11681 123 11558 180 cat_boundaries=0 3 7 11 15 cat_threshold=256 16384 16777472 16384 524352 2183200768 32768 0 64 0 32768 67109376 2097168 1078591488 544 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=16 num_cat=3 split_feature=25 0 0 25 8 8 24 4 4 4 1 1 26 26 26 split_gain=43212.1 41393.6 27073.2 24787 60749.8 42755.6 20289.7 13775.2 11513.8 10028.7 8444.17 5976.8 4723.92 2809.92 613.142 threshold=0 355.00000000000006 13.106250000000001 1 246.67500000000004 29.010000000000002 2 285.62500000000006 10.704000000000002 216.24000000000004 272.07425000000006 6.3720000000000008 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 left_child=2 3 14 5 7 6 11 9 13 10 -5 12 -2 -8 -1 right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.16997404761936355 -0.10227926344620554 0.37972720529351917 -0.17649239747420603 -0.0032227453959247721 0.52241194118152967 -0.53241599607467649 -0.046713425993919373 -0.26576531362533568 0.24183687067031862 0.17652661000528644 -0.20391501858120872 0.031087154865264897 -0.20427110529494014 0.031243374222932861 0.20700401870683693 leaf_weight=92 95 28 23 12597 22 20 100 20 20 31 21 20 87 86 87 leaf_count=92 95 28 23 12597 22 20 100 20 20 31 21 20 87 86 87 internal_value=0 -0.00435198 0.139564 -0.00517505 -0.00261626 -0.0791378 -0.058858 -0.00353004 0.0132052 -0.00311541 -0.00355676 -0.126728 -0.151034 -0.0106689 0.187972 internal_weight=0 13147 202 13119 12691 428 408 12669 206 12649 12618 202 182 186 179 internal_count=13349 13147 202 13119 12691 428 408 12669 206 12649 12618 202 182 186 179 cat_boundaries=0 3 7 8 cat_threshold=256 16384 16777472 16384 64 2183200768 32768 2278 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=14 num_cat=3 split_feature=25 0 0 25 8 8 3 6 24 4 4 1 26 split_gain=42352.2 40569.8 26534.4 24293.7 59540.9 41904.7 39687.4 34123.6 21905.3 13501.1 9829.1 8276.13 600.94 threshold=0 355.00000000000006 13.106250000000001 1 246.67500000000004 29.010000000000002 65.452500000000015 11.567500000000003 2 285.62500000000006 216.24000000000004 272.07425000000006 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 1 2 2 2 2 left_child=2 3 12 5 9 6 7 8 -2 10 11 -5 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.16827431709870047 0.013967194705046425 0.37592993238142564 -0.1747274742955747 -0.0031905177982982859 0.51718782598322088 -0.52709184455871583 0.37613795518875121 0.32161090326309205 -0.15262800297451756 -0.26310766267776492 0.17476134961651218 -0.20187586375645228 0.20493398074446054 leaf_weight=92 119 28 23 12597 22 20 20 20 249 20 31 21 87 leaf_count=92 119 28 23 12597 22 20 20 20 249 20 31 21 87 internal_value=0 -0.00430846 0.138169 -0.0051233 -0.00259009 -0.0783464 -0.0582694 -0.0806615 -0.102524 -0.00349474 -0.00308426 -0.00352119 0.186092 internal_weight=0 13147 202 13119 12691 428 408 388 368 12669 12649 12618 179 internal_count=13349 13147 202 13119 12691 428 408 388 368 12669 12649 12618 179 cat_boundaries=0 3 7 8 cat_threshold=256 16384 16777472 16384 64 2183200768 32768 1169 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=10 num_cat=4 split_feature=25 5 3 4 25 8 24 4 25 split_gain=51837.6 42793.5 25440.8 48451.7 28612.2 37522.5 17377.2 13341.7 7874.27 threshold=0 280.57800000000003 333.3454000000001 344.25000000000006 1 255.10500000000002 2 189.44922000000003 3 decision_type=9 2 2 2 9 2 1 2 9 left_child=-1 2 3 4 6 7 -2 -6 -8 right_child=1 -3 -4 -5 5 -7 8 -9 -10 leaf_value=0.19824776142835618 0.027458722708480703 0.34033824794822265 0.30173896153767904 -0.49736066770553594 -0.0034280909476559185 0.4306920628547668 -0.03908488404643428 0.16189984219414846 -0.16116774447538235 leaf_weight=118 102 36 27 20 12670 20 101 49 206 leaf_count=118 102 36 27 20 12670 20 101 49 206 internal_value=0 -0.00396574 -0.00490811 -0.00553687 -0.00478873 -0.00210895 -0.0860985 -0.00279116 -0.123504 internal_weight=0 13231 13195 13168 13148 12739 409 12719 307 internal_count=13349 13231 13195 13168 13148 12739 409 12719 307 cat_boundaries=0 3 7 8 11 cat_threshold=256 16384 4194560 16384 64 2183200768 32768 273 0 0 2147483648 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=19 num_cat=5 split_feature=3 25 24 5 0 25 24 1 24 6 10 2 0 5 1 1 2 6 split_gain=68293.2 38744.9 143596 41082.3 39293.7 28115.8 28390 17309.5 14733 8732.66 8001.82 7802.45 2047.63 2471.33 1879.86 1534.24 866.569 747.504 threshold=333.3454000000001 0 1 280.57800000000003 2.822397 2 3 31.872000000000003 4 176.53925000000004 243.26250000000002 154.53520000000003 42.105000000000011 22.111000000000004 6.3720000000000008 157.57350000000002 5.2470000000000008 255.10500000000002 decision_type=2 9 1 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 16 6 -3 8 -4 10 11 -7 13 -10 -8 -9 -1 -11 right_child=-2 3 7 -5 -6 9 14 15 12 17 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.35021505492074151 0.46097582608461379 0.031501255279932264 0.029175430341483718 0.41681728850240291 -0.079182560062408452 -0.0023861281604283767 -0.16893209709518256 0.22411577415466308 -0.1021682649119845 -0.1604028716954318 -0.19831270256988881 -0.11670080129305521 -0.19735523867607119 0.011559208007085891 -0.27130230522155763 0.10309917731718583 0.28058272111415866 -0.084083121731167748 leaf_weight=168 32 107 143 23 25 12237 174 20 212 33 21 60 20 21 20 22 20 21 leaf_count=168 32 107 143 23 25 12237 174 20 212 33 21 60 20 21 20 22 20 21 internal_value=0 -0.00154746 0.0730991 -0.00542834 0.280127 -0.00619895 -0.100111 -0.0315841 -0.0527783 -0.00383013 -0.00327697 -0.0029439 -0.0964412 -0.0919181 -0.170687 0.160726 0.342807 -0.130723 internal_weight=0 13347 651 12696 213 12673 301 438 396 12372 12318 12297 253 233 194 42 188 54 internal_count=13379 13347 651 12696 213 12673 301 438 396 12372 12318 12297 253 233 194 42 188 54 cat_boundaries=0 3 4 8 9 10 cat_threshold=16896 2113536 2097408 610 0 64 17301504 32 282 1033 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=17 num_cat=3 split_feature=4 4 25 26 25 8 24 0 0 2 10 10 26 1 26 0 split_gain=67503.6 155514 71117.5 50978.7 22478.9 26841.3 21400.2 16878 20145.1 12849.3 9612.33 9086.98 8710.87 4766.04 3165.67 1637.94 threshold=272.07425000000006 365.72000000000008 0 2022.5000000000002 1 263.60184000000004 2 176.53925000000004 228.56250000000003 174.00000000000003 239.51250000000002 30.283500000000007 2022.5000000000002 92.090000000000018 2022.5000000000002 315.60100000000006 decision_type=2 2 9 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 6 7 14 10 -9 12 11 -6 -8 -14 -4 -10 right_child=1 -3 4 -5 5 -7 9 8 15 -11 -12 -13 13 -15 -16 -17 leaf_value=0.053365978343146186 0.94309892892837521 -0.19529849449793499 0.092335973497646953 0.48605471071207301 -0.0032988053014556284 0.35586515699114118 -0.048159154183155785 0.38888277630011236 -0.037591008714267182 -0.35615521693229674 -0.21161542650650847 0.078295438950476443 -0.16665279966990151 -0.0023129477500915528 -0.0072356998505162407 0.08885826778411865 leaf_weight=56 24 24 67 53 12473 21 185 24 21 20 22 138 150 20 61 20 leaf_count=56 24 24 67 53 12473 21 185 24 21 20 22 138 150 20 61 20 internal_value=0 0.3739 -0.00178418 0.241592 -0.00397024 -0.00135145 -0.0688725 -0.00194328 0.158784 -0.106693 -0.00277027 -0.00240593 -0.095644 -0.147319 0.0416314 0.0240916 internal_weight=0 48 13331 109 13222 12719 503 12698 65 375 12633 12611 355 170 128 41 internal_count=13379 48 13331 109 13222 12719 503 12698 65 375 12633 12611 355 170 128 41 cat_boundaries=0 3 7 8 cat_threshold=16384 16384 2097408 256 80 50855936 32 1064 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=25 num_cat=6 split_feature=3 25 24 5 3 1 25 24 1 0 24 26 10 24 26 26 6 10 5 1 6 26 10 26 split_gain=66752.4 37554.4 125188 35456.4 34760 31702.1 27095.7 27797.9 22078.1 17417.8 16393.3 21195.1 10808.1 9135.19 56442.7 18616.3 8300.41 7846.21 2228.68 1847.46 1430.96 710.18 489.463 441.603 threshold=333.3454000000001 0 1 280.57800000000003 2.2424500000000003 31.872000000000003 2 3 223.89075000000003 45.007500000000007 4 2022.5000000000002 149.68000000000004 5 2022.5000000000002 2022.5000000000002 176.53925000000004 30.283500000000007 22.111000000000004 6.3720000000000008 255.10500000000002 2022.5000000000002 243.26250000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 13 9 7 23 -7 10 11 -4 16 14 -1 -15 17 -8 -12 21 -18 -9 -14 -3 right_child=-2 3 5 -5 -6 8 12 19 -10 -11 18 -13 22 15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.19183652221179401 0.45575042366981505 0.014007496743831995 -0.050831866345163124 0.4048092711894285 -0.09590189035122211 0.39408702093979409 -0.0037909777236545838 -0.14802897798254136 -0.031665702604112174 -0.28263450336456297 -0.076283370047617871 0.23055596025622621 -0.13321669760346413 0.29920931801199913 0.63795827789126702 0.047093379056012186 -0.1783185676870675 0.081435358633688837 0.018395869290387189 -0.26815083050727845 -0.068367994785308833 -0.18856580865383149 -0.20317832675576208 0.054639933550799338 leaf_weight=61 32 53 59 21 26 29 12040 94 21 30 314 49 20 64 53 54 29 109 27 20 20 80 20 54 leaf_count=61 32 53 59 21 26 29 12040 94 21 30 314 49 20 64 53 54 29 109 27 20 20 80 20 54 internal_value=0 -0.00152568 0.0650429 -0.00574403 0.241466 -0.0238843 -0.0064362 -0.0986175 0.215271 -0.0493469 -0.0337598 0.0703234 -0.00408503 0.289682 0.367047 0.169472 -0.00355021 -0.00302633 -0.066827 -0.168446 -0.133441 -0.166667 -0.168198 0.0315637 internal_weight=0 13347 787 12560 258 529 12539 301 50 479 449 108 12238 232 114 118 12198 12149 341 194 49 174 40 107 internal_count=13379 13347 787 12560 258 529 12539 301 50 479 449 108 12238 232 114 118 12198 12149 341 194 49 174 40 107 cat_boundaries=0 3 4 8 9 10 11 cat_threshold=16896 2113536 2149581056 610 0 64 17301504 32 282 1032 544 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=14 num_cat=3 split_feature=4 4 25 25 8 24 2 1 1 5 1 4 3 split_gain=65691.2 152285 69472 21704.7 26254.9 20971.4 12669.7 9099.18 13320.8 66988.3 8152.22 7237.76 6630.08 threshold=272.07425000000006 365.72000000000008 0 1 263.60184000000004 2 174.00000000000003 272.07425000000006 21.947000000000003 27.130000000000006 26.134500000000006 207.80256000000003 29.205000000000002 decision_type=2 2 9 9 2 1 2 2 2 2 2 2 2 left_child=2 -2 -1 5 7 -4 10 8 11 -10 12 -5 -7 right_child=1 -3 3 4 -6 6 -8 -9 9 -11 -12 -13 -14 leaf_value=0.23878638704283897 0.93210877815882376 -0.19440970500310262 0.041656601917052616 -0.0035883105454576005 0.35194888341994512 -0.096525789755012345 -0.35282049894332884 -0.188812759243525 0.018360092020183568 0.52856536171266011 0.063589673678080244 0.17795436534014616 -0.27631698174910113 leaf_weight=109 24 24 128 12304 21 303 20 26 318 28 30 22 22 leaf_count=109 24 24 128 12304 21 303 20 26 318 28 30 22 22 internal_value=0 0.36885 -0.00175728 -0.00391791 -0.0013446 -0.0676928 -0.10513 -0.00192994 -0.0015465 0.0596484 -0.0941369 -0.00326429 -0.108696 internal_weight=0 48 13331 13222 12719 503 375 12698 12672 346 355 12326 325 internal_count=13379 48 13331 13222 12719 503 375 12698 12672 346 355 12326 325 cat_boundaries=0 3 7 8 cat_threshold=16384 16384 2097408 256 80 50855936 32 1064 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=15 num_cat=4 split_feature=4 4 25 25 8 24 0 0 7 5 1 24 1 0 split_gain=64383.2 149255 68203.1 21267.6 25732.5 20563.2 16598.4 19621.7 9781.88 8577.54 7905.61 7641.89 11087.2 1611.21 threshold=272.07425000000006 365.72000000000008 0 1 263.60184000000004 2 176.53925000000004 228.56250000000003 32.812000000000005 274.59975000000003 272.07425000000006 3 26.134500000000006 315.60100000000006 decision_type=2 2 9 9 2 1 2 2 2 2 2 1 2 2 left_child=2 -2 -1 5 6 -4 9 -8 11 10 -5 -7 -13 -9 right_child=1 -3 3 4 -6 8 7 13 -10 -11 -12 12 -14 -15 leaf_value=0.23659918897292195 0.92278772314389546 -0.1924656081199646 0.041270224732765259 -0.0027131895634318116 0.34842938559395925 -0.15988457891248889 0.38456966280937194 -0.036628109301839559 -0.31143792889334942 0.20419875776767732 -0.18438007111350696 -0.076620217469184904 0.16934460830688478 0.088785179138183609 leaf_weight=109 24 24 128 12589 21 114 24 21 22 20 24 219 20 20 leaf_count=109 24 24 128 12589 21 114 24 21 22 20 24 219 20 20 internal_value=0 0.365161 -0.0017376 -0.00387842 -0.00133116 -0.0670077 -0.00191064 0.15748 -0.104079 -0.00273074 -0.00305887 -0.0941037 -0.0537869 0.0245491 internal_weight=0 48 13331 13222 12719 503 12698 65 375 12633 12613 353 239 41 internal_count=13379 48 13331 13222 12719 503 12698 65 375 12633 12613 353 239 41 cat_boundaries=0 3 7 8 9 cat_threshold=16384 16384 2097408 256 80 50855936 32 1064 656 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=19 num_cat=5 split_feature=8 25 24 26 1 0 5 6 10 25 24 24 1 1 0 26 6 6 split_gain=92904.6 66911.1 201161 49346.5 14991.7 70357.5 42738.8 13657.4 16172.2 14048.1 38618 13603 25029.8 10687.7 9651.24 3827.99 1663.3 1443.18 threshold=285.62500000000006 0 1 2022.5000000000002 21.947000000000003 57.876000000000012 25.505000000000003 176.53925000000004 243.26250000000002 2 3 4 113.47200000000001 148.98750000000004 211.57500000000002 2022.5000000000002 274.22475000000003 223.36075000000002 decision_type=2 9 1 2 2 2 2 2 2 9 1 1 2 2 2 2 2 2 left_child=1 2 3 -1 7 6 11 8 9 10 -3 12 -6 -13 -11 -4 17 -9 right_child=-2 4 15 -5 5 -7 -8 16 -10 14 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=0.2925778351511274 0.66649272192092168 0.13252912309246132 -0.091127377076582472 0.71828347476023557 -0.018373255740071454 0.53198771065679096 0.36009790287298316 -0.17236522066593171 -0.28743811529874802 -0.0061991654267397672 -0.010589861904454028 -0.025730304382445796 0.28980238202371095 -0.20208763343947275 0.15778656356864507 -0.21140136738618215 -0.21781859947287519 -0.053671518053327295 leaf_weight=56 21 271 55 53 86 29 34 20 20 11724 575 189 38 42 36 51 23 21 leaf_count=56 21 271 55 53 86 29 34 20 20 11724 575 189 38 42 36 51 23 21 internal_value=0 0.000835133 0.171822 0.457591 -0.0020989 0.0568245 0.0214011 -0.00404146 -0.00330285 -0.00285206 0.0362682 -0.0110375 0.070391 -0.0553971 -0.00569233 -0.136151 -0.149754 -0.111571 internal_weight=0 13323 215 109 13108 418 389 12690 12626 12606 846 355 124 231 11760 106 64 41 internal_count=13344 13323 215 109 13108 418 389 12690 12626 12606 846 355 124 231 11760 106 64 41 cat_boundaries=0 3 4 8 9 10 cat_threshold=0 16448 2097408 2611 16904 557056 50923520 32800 209 263 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=15 num_cat=3 split_feature=3 25 26 8 1 3 1 25 4 4 10 6 25 1 split_gain=101631 88913.5 88377.3 50395 28184.5 69082.1 15674.3 12077.3 20762.4 22938.9 12142 11769.4 11017 5537.58 threshold=333.3454000000001 0 2022.5000000000002 269.79925000000003 113.47200000000001 2.8170000000000006 355.00000000000006 1 11.141100000000002 115.96500000000002 227.60400000000001 117.39000000000001 2 199.12500000000003 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 9 2 left_child=1 2 -1 4 7 6 13 8 11 -10 12 -3 -9 -6 right_child=-2 3 -4 -5 5 -7 -8 10 9 -11 -12 -13 -14 -15 leaf_value=0.015815846255568207 0.66602772629779328 -0.04965093155156125 0.55865372391070356 0.45597256978352868 0.067262396216392517 0.64056990955186932 0.28368760839814233 0.029778783426129943 0.40357386668523154 -0.0063659971188276248 -0.23638198519294915 -0.29554421257972718 -0.0041439517254785955 -0.091309765361401493 leaf_weight=61 23 728 59 24 40 23 21 1037 21 39 22 20 11177 49 leaf_count=61 23 728 59 24 40 23 21 1037 21 39 22 20 11177 49 internal_value=0 0.000718051 0.260964 -0.00184393 -0.00267918 0.142157 0.0379432 -0.00415596 -0.041357 0.137113 -0.00166425 -0.0562256 -0.00124284 -0.0200414 internal_weight=0 13321 120 13201 13177 133 110 13044 808 60 12236 748 12214 89 internal_count=13344 13321 120 13201 13177 133 110 13044 808 60 12236 748 12214 89 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2621696 32 67109121 2097232 1078067200 4211200 16904 2148040704 50399232 32768 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=16 num_cat=6 split_feature=8 25 24 1 0 6 7 6 10 25 24 25 24 6 6 split_gain=89720.5 65003.6 197323 14456.7 68808.5 41974.9 19048.5 13257.8 15622.9 13522.3 35312.9 7423.23 7000.71 1642.16 1409.13 threshold=285.62500000000006 0 1 21.947000000000003 57.876000000000012 25.164000000000005 8.3918550000000014 176.53925000000004 243.26250000000002 2 3 4 5 274.22475000000003 223.36075000000002 decision_type=2 9 1 2 2 2 2 2 2 9 1 9 1 2 2 left_child=1 2 -1 7 5 6 12 8 9 10 -3 -11 -5 14 -9 right_child=-2 3 -4 4 -6 -7 -8 13 -10 11 -12 -13 -14 -15 -16 leaf_value=0.45237374610259756 0.65496798379080634 0.084963335112311342 -0.13559505155888096 0.04062251403129527 0.52569074745835931 0.44502548109401352 0.22842424105852843 -0.16968088650703428 -0.28252329760789868 -0.071550287180553285 -0.015478733765785811 -0.0054955509483643221 -0.055867336915495502 -0.2151783073466757 -0.052395782470703124 leaf_weight=109 21 587 106 102 29 22 32 20 20 163 844 11012 233 23 21 leaf_count=109 21 587 106 102 29 22 32 20 20 163 844 11012 233 23 21 internal_value=0 0.000816872 0.169349 -0.00207503 0.0557874 0.020756 -0.00467702 -0.00398262 -0.0032549 -0.00281183 0.0260266 -0.00652214 -0.0269434 -0.147547 -0.109608 internal_weight=0 13323 215 13108 418 389 367 12690 12626 12606 1431 11175 335 64 41 internal_count=13344 13323 215 13108 418 389 367 12690 12626 12606 1431 11175 335 64 41 cat_boundaries=0 3 4 8 9 12 13 cat_threshold=0 16448 2097408 2611 138428936 557056 3272412160 32800 241 256 2097152 4194304 261 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=11 num_cat=0 split_feature=3 0 13 15 3 4 10 13 3 3 split_gain=99171.1 19232.1 15618.2 15839.3 13344.2 19085.5 19448.9 8389.5 7584.86 1624.52 threshold=333.3454000000001 417.39750000000009 55.232840000000003 192.44922000000003 131.43000000000004 285.62500000000006 233.43000000000004 214.15000000000003 189.44922000000003 233.80500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -6 -10 right_child=-2 -3 7 -5 8 -7 -8 -9 9 -11 leaf_value=0.00012988436946191471 0.65790581288545025 0.29611932927911933 0.24443761211633683 -0.26866139216856527 0.26286826018933895 -0.28266944646835329 -0.27364432309897474 0.016301802705835415 0.0089215162595113126 0.11388279651773386 leaf_weight=13074 23 22 40 22 27 24 26 27 30 29 leaf_count=13074 23 22 40 22 27 24 26 27 30 29 internal_value=0 0.000697298 0.000208593 -0.000562543 -0.00011605 -0.000929649 -0.000413484 0.152502 0.124043 0.0605127 internal_weight=0 13321 13299 13232 13210 13124 13100 67 86 59 internal_count=13344 13321 13299 13232 13210 13124 13100 67 86 59 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=20 num_cat=7 split_feature=8 25 24 26 25 24 0 25 25 12 5 26 6 9 4 4 26 25 26 split_gain=87608.1 63761.3 193706 48125.4 13377.5 27282.5 18952.2 18468.5 11776.6 11514.2 9627.76 7918.58 5697.76 5082.46 4878.32 8432.27 3853.76 1416.82 784.209 threshold=285.62500000000006 0 1 2022.5000000000002 2 3 93.825000000000017 4 5 15.587750000000002 41.517500000000005 2022.5000000000002 169.68000000000004 197.74150000000003 255.10500000000002 149.69580000000005 2022.5000000000002 6 2022.5000000000002 decision_type=2 9 1 2 9 1 2 9 9 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 -1 5 6 7 17 18 10 -10 -9 13 14 15 -6 -4 -3 -7 right_child=-2 4 16 -5 12 8 -8 11 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.28482189774513245 0.64719934191022599 0.029918200715643464 -0.089039261904629796 0.70522747543622855 -0.0050520597586754413 -0.10674791378310965 0.39046148443222045 0.19704708067576091 0.010593098000365687 0.21878908331577596 -0.21171091473102571 0.082403723149260227 -0.12630094185853616 -0.14226890965744302 -0.16095250487327575 0.17187623695090967 -0.20971749307185994 -0.01881507895760617 -0.062858838694436217 leaf_weight=56 21 112 55 53 11553 79 20 120 752 26 20 121 39 27 20 27 51 108 84 leaf_count=56 21 112 55 53 11553 79 20 120 752 26 20 121 39 27 20 27 51 108 84 internal_value=0 0.000794502 0.167708 0.448127 -0.00206961 0.0265583 0.0872822 0.0760224 -0.00442113 0.0116588 0.00483393 0.13393 -0.00562794 -0.00522801 -0.00490904 -0.00463953 -0.13442 0.0062167 -0.0792672 internal_weight=0 13323 215 109 13108 1442 481 461 961 798 772 241 11666 11627 11600 11580 106 220 163 internal_count=13344 13323 215 109 13108 1442 481 461 961 798 772 241 11666 11627 11600 11580 106 220 163 cat_boundaries=0 3 4 8 9 12 16 18 cat_threshold=0 16448 2097408 2611 4211464 2148040704 2198408192 33312 1217 16392 2148040704 2147484672 0 0 50855936 33280 8 2147516416 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=15 num_cat=4 split_feature=4 25 26 25 26 25 24 5 5 7 5 5 9 13 split_gain=60363.2 54163.9 110148 24563.7 22396.2 19087.8 59880.2 30996.8 90200.1 15889.2 10851.9 10149.1 6049.25 6570.24 threshold=344.25000000000006 0 2022.5000000000002 1 2022.5000000000002 2 3 181.87500000000003 8.3918550000000014 45.007500000000007 172.87500000000003 36.725000000000009 155.50120000000001 123.84500000000003 decision_type=2 9 2 9 2 9 1 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 9 8 -8 11 12 -5 13 -7 right_child=-2 3 -4 5 -6 10 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.080883714130946582 0.48150888736431413 -0.01428585391977559 0.55210149870978464 -0.035569832845916596 -0.23875375945554222 -0.0051922258308079771 0.097924438600080571 -0.254152871912176 0.6812387590748924 -0.31346682858467101 0.17635441462198895 0.18396416425704956 -0.14705912160873413 0.17184511389051163 leaf_weight=56 26 92 54 492 86 11864 498 22 28 20 33 22 30 21 leaf_count=56 26 92 54 492 86 11864 498 22 28 20 33 22 30 21 internal_value=0 -0.000797403 0.2107 -0.00271628 -0.116208 -0.00107797 0.0389443 0.111559 0.128975 -0.0362546 -0.00473189 -0.0261734 -0.0052374 -0.00487941 internal_weight=0 13318 110 13208 178 13030 1082 548 526 534 11948 514 11915 11885 internal_count=13344 13318 110 13208 178 13030 1082 548 526 534 11948 514 11915 11885 cat_boundaries=0 4 8 11 12 cat_threshold=0 0 2621696 32768 0 16448 0 32 67109633 16 1128398848 946 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=13 num_cat=6 split_feature=4 25 26 25 26 10 25 24 25 0 5 25 split_gain=59162 53086.1 107956 24074.8 21950.5 21519.8 14455.5 35973.3 24171.6 17877.3 6691.29 5648.44 threshold=344.25000000000006 0 2022.5000000000002 1 2022.5000000000002 259.57500000000005 2 3 4 220.33000000000001 172.87500000000003 5 decision_type=2 9 2 9 2 2 9 1 9 2 2 9 left_child=1 2 -1 4 -3 6 7 8 -5 -9 11 -8 right_child=-2 3 -4 5 -6 -7 10 9 -10 -11 -12 -13 leaf_value=-0.080074877738952638 0.47669379857870248 -0.014142998560615207 0.54658044532493311 0.22355544872112101 -0.23636622543944871 0.31879113289571942 -0.044297726059213602 -0.0013889783740610323 0.055717544687470817 -0.25710891417094639 0.15143490950266519 -0.004845812198372503 leaf_weight=56 26 92 54 101 86 21 366 1157 501 28 27 10829 leaf_count=56 26 92 54 101 86 21 366 1157 501 28 27 10829 internal_value=0 -0.00078943 0.208593 -0.00268912 -0.115046 -0.00106719 -0.00158434 0.0247525 0.0870692 -0.00736912 -0.00579514 -0.00617952 internal_weight=0 13318 110 13208 178 13030 13009 1787 602 1185 11222 11195 internal_count=13344 13318 110 13208 178 13030 13009 1787 602 1185 11222 11195 cat_boundaries=0 4 8 11 12 15 18 cat_threshold=0 0 2621696 32768 0 16448 0 32 67126025 2097168 1665599488 2117 67108864 0 1128267776 0 589824 2147501056 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=12 num_cat=4 split_feature=4 25 26 25 26 10 25 15 0 5 25 split_gain=57984.2 52028.8 105808 23596.5 21513.7 21091.3 14182.8 31261.7 17962.1 6558.16 5539.36 threshold=344.25000000000006 0 2022.5000000000002 1 2022.5000000000002 259.57500000000005 2 32.879500000000014 220.33000000000001 172.87500000000003 3 decision_type=2 9 2 9 2 2 9 2 2 2 9 left_child=1 2 -1 4 -3 6 7 8 -5 10 -8 right_child=-2 3 -4 5 -6 -7 9 -9 -10 -11 -12 leaf_value=-0.079274129697254725 0.47192682816432074 -0.014001566793607629 0.54111464835979317 0.023920624173513733 -0.23400256195040636 0.31560323410623131 -0.043866529756403982 0.33945096346639814 -0.19311129032037197 0.14992055274822094 -0.0047973987707926307 leaf_weight=56 26 92 54 1717 86 21 366 31 39 27 10829 leaf_count=56 26 92 54 1717 86 21 366 31 39 27 10829 internal_value=0 -0.000779807 0.206507 -0.00266049 -0.113896 -0.00105475 -0.00156673 0.0245205 0.0191004 -0.00573762 -0.00611816 internal_weight=0 13318 110 13208 178 13030 13009 1787 1756 11222 11195 internal_count=13344 13318 110 13208 178 13030 13009 1787 1756 11222 11195 cat_boundaries=0 4 8 11 14 cat_threshold=0 0 2621696 32768 0 16448 0 32 67126025 2097168 1665599488 0 589824 2147501056 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=14 num_cat=5 split_feature=4 25 26 25 26 10 25 24 25 0 10 10 3 split_gain=56830.4 50993.6 103702 23126.8 21085.6 20671.6 13901 35325.1 23756.6 17212.3 6321.83 4314.26 4105.4 threshold=344.25000000000006 0 2022.5000000000002 1 2022.5000000000002 259.57500000000005 2 3 4 220.33000000000001 30.846000000000007 67.575000000000003 181.87500000000003 decision_type=2 9 2 9 2 2 9 1 9 2 2 2 2 left_child=1 2 -1 4 -3 6 7 8 -5 -9 12 -12 -8 right_child=-2 3 -4 5 -6 -7 10 9 -10 -11 11 -13 -14 leaf_value=-0.07848138792174203 0.46720756750840409 -0.013861549859461577 0.53570351759592694 0.22131432382910102 -0.23166253643673521 0.31244719156197137 -0.0067274072469066092 -0.0016879277499255788 0.054956450532327193 -0.25260671206883023 0.13049512202279609 -0.0013153371892192147 0.10670279324054718 leaf_weight=56 26 92 54 101 86 21 11089 1157 501 28 57 44 32 leaf_count=56 26 92 54 101 86 21 11089 1157 501 28 57 44 32 internal_value=0 -0.000772375 0.204442 -0.00263425 -0.112757 -0.00104458 -0.00155144 0.0242753 0.0860272 -0.00755307 -0.00568068 0.0730727 -0.00640102 internal_weight=0 13318 110 13208 178 13030 13009 1787 602 1185 11222 101 11121 internal_count=13344 13318 110 13208 178 13030 13009 1787 602 1185 11222 101 11121 cat_boundaries=0 4 8 11 12 15 cat_threshold=0 0 2621696 32768 0 16448 0 32 67126025 2097168 1665599488 2117 67108864 0 1128267776 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=15 num_cat=4 split_feature=10 25 26 9 7 25 15 15 1 25 24 9 9 1 split_gain=55390.2 51198.7 103521 17624.8 23852.2 16770.3 22523.7 18487.2 14948.2 12334.9 19132 4078.53 7725.56 2408.03 threshold=279.07800000000003 0 2022.5000000000002 155.50120000000001 355.00000000000006 1 32.879500000000014 129.58650000000003 31.872000000000003 2 3 285.62500000000006 223.50400000000005 77.992500000000021 decision_type=2 9 2 2 2 9 2 2 2 9 1 2 2 2 left_child=1 2 -1 4 5 6 8 -8 -3 10 -7 12 -5 -11 right_child=-2 3 -4 11 -6 9 7 -9 -10 13 -12 -13 -14 -15 leaf_value=-0.077696570668901718 0.49045827754165816 0.01173685176534308 0.5359526621853864 -0.25175397691272555 0.3272209522940896 0.040128579698832691 0.47266532266139982 0.042697412133216858 0.12146351618297173 -0.005336825929201248 -0.1254087639311284 -0.28741227173805234 0.016396347392689099 -0.077847104973119238 leaf_weight=56 23 2089 54 21 22 103 20 20 132 10517 199 20 22 46 leaf_count=56 23 2089 54 21 22 103 20 20 132 10517 199 20 22 46 internal_value=0 -0.000706449 0.20492 -0.00257175 -0.00177416 -0.00232558 0.0223949 0.257681 0.0182582 -0.00748361 -0.069474 -0.169434 -0.114561 -0.00564725 internal_weight=0 13321 110 13211 13148 13126 2261 40 2221 10865 302 63 43 10563 internal_count=13344 13321 110 13211 13148 13126 2261 40 2221 10865 302 63 43 10563 cat_boundaries=0 4 7 11 12 cat_threshold=0 0 2621696 32768 201343753 2149580816 1665599488 0 16448 2147483648 32 1304 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=12 num_cat=0 split_feature=9 1 8 7 7 11 13 13 7 11 11 split_gain=69772.4 22444.9 31281.6 20861.9 15561.4 11293.2 8220.05 20980 5710.09 199.087 23.2184 threshold=285.62500000000006 339.56250000000006 269.79925000000003 162.18600000000004 239.51250000000002 92.090000000000018 214.15000000000003 92.932500000000019 285.62500000000006 267.13384000000002 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -6 10 -7 right_child=-2 -3 -4 4 8 9 -8 -9 -10 -11 -12 leaf_value=-0.0026871320930696137 0.56139711011539806 -0.2667478609737009 0.34493406809293303 0.34175865650177001 -0.073120194843837194 -0.12822993030548097 -0.18016405362349289 0.31364396799178351 0.16297585630416869 -0.15909388201577324 -0.11377428209781647 leaf_weight=13078 22 32 26 30 21 25 26 21 20 21 20 leaf_count=13078 22 32 26 30 21 25 26 21 20 21 20 internal_value=0 -0.00222621 -0.00158919 -0.00226855 0.168687 -0.00318871 -0.00253258 -0.00218 0.0420486 -0.13367 -0.121805 internal_weight=0 13320 13288 13262 71 13191 13125 13099 41 66 45 internal_count=13342 13320 13288 13262 71 13191 13125 13099 41 66 45 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=14 num_cat=2 split_feature=9 25 4 25 2 15 5 13 2 26 3 26 4 split_gain=68384 45676.2 21178.7 12985.7 26141.7 20413.5 26498.5 15428.6 12114.2 10183.7 7472.93 2855.66 5237.07 threshold=285.62500000000006 0 216.24000000000004 1 255.10500000000002 11.165750000000001 38.528000000000006 175.27925000000002 233.80500000000004 2022.5000000000002 216.24000000000004 2022.5000000000002 255.10500000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 5 6 -3 8 10 -1 -5 -4 -13 right_child=-2 2 11 7 -6 -7 -8 -9 -10 -11 -12 12 -14 leaf_value=0.10974663479574796 0.5557831250537526 -0.056059517462549724 0.26798871766953242 -0.0026845861547313615 0.30627396992274697 -0.36657496845722198 0.20462262070760495 0.26857229028429308 -0.2183372538823348 0.29713962957776824 0.13964780884820063 0.25176682329177857 0.039896244662148611 leaf_weight=58 22 797 21 12172 21 20 41 21 26 58 37 20 28 leaf_count=58 22 797 21 12172 21 20 41 21 26 58 37 20 28 internal_value=0 -0.00220395 -0.00400757 -0.00492853 -0.0418331 -0.0508408 -0.0433054 -0.00224577 -0.00271243 0.187297 -0.00225324 0.170727 0.128176 internal_weight=0 13320 13204 13135 879 858 838 12256 12235 116 12209 69 48 internal_count=13342 13320 13204 13135 879 858 838 12256 12235 116 12209 69 48 cat_boundaries=0 3 7 cat_threshold=0 16384 37748992 71303680 64 1091190784 512 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=10 num_cat=2 split_feature=9 25 4 13 1 8 25 4 26 split_gain=67023.1 42362.6 22849.8 13108.8 25932.1 21776.7 13129.7 3081.56 776.202 threshold=285.62500000000006 0 216.24000000000004 192.44922000000003 339.56250000000006 269.79925000000003 1 272.07425000000006 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=0.15822424841649604 0.55022530165585604 -0.046084651625396419 0.10740553095936775 0.2111637909071786 -0.32094116543348022 0.32491032409667969 -0.0028440632099784153 0.2422749227947659 0.20672297463272557 leaf_weight=66 22 735 32 28 26 20 12311 36 66 leaf_count=66 22 735 32 28 26 20 12311 36 66 internal_value=0 -0.00218191 -0.00402709 -0.00497778 -0.00544004 -0.00481223 -0.0053177 0.178807 0.169623 internal_weight=0 13320 13188 13120 13092 13066 13046 68 132 internal_count=13342 13320 13188 13120 13092 13066 13046 68 132 cat_boundaries=0 4 8 cat_threshold=0 16384 37748992 32768 71303680 16 1074413568 512 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=11 num_cat=1 split_feature=9 10 7 4 0 7 7 11 24 11 split_gain=65689.4 48540.9 28959.7 16499.7 16595.2 16271.8 19601.5 13870.3 8237.22 993.714 threshold=285.62500000000006 282.93750000000006 162.18600000000004 365.72000000000008 338.28750000000008 239.51250000000002 355.00000000000006 92.090000000000018 0 257.43900000000002 decision_type=2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 4 7 -4 -7 8 -1 -9 right_child=-2 -3 5 -5 -6 6 -8 9 -10 -11 leaf_value=0.0059519718738205466 0.54472303737293593 -0.49444070875644686 0.36903089431024372 -0.28955409145355226 0.25528958053588868 -0.11657950496673584 0.29784404800051734 -0.12289071470499038 -0.0098884672538225617 -0.20790253323316574 leaf_weight=6630 22 20 31 20 25 25 21 44 6484 20 leaf_count=6630 22 20 31 20 25 25 21 44 6484 20 internal_value=0 -0.00216046 -0.00142019 -0.00254622 -0.00211146 0.191951 0.0726139 -0.00259978 -0.00188307 -0.149457 internal_weight=0 13320 13300 13223 13203 77 46 13178 13114 64 internal_count=13342 13320 13300 13223 13203 77 46 13178 13114 64 cat_boundaries=0 1 cat_threshold=574 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=12 num_cat=0 split_feature=9 10 7 7 7 11 0 3 3 11 11 split_gain=64382.2 47574.9 28383.4 15948 19211.5 14898.6 14513.4 8612.75 12330.1 1703.86 24.7351 threshold=285.62500000000006 282.93750000000006 162.18600000000004 239.51250000000002 355.00000000000006 92.090000000000018 338.28750000000008 285.62500000000006 216.24000000000004 267.13384000000002 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 7 8 -1 10 -7 right_child=-2 -3 3 4 -6 9 -8 -9 -10 -11 -12 leaf_value=-0.0023074746271397727 0.5392758391120217 -0.48949630284309387 0.36534058417043375 -0.11541371173858643 0.29486561593555272 -0.12604322395324707 0.23893935394287108 -0.1774306845664978 0.20776469298771449 -0.23034292596578598 -0.11112291589379311 leaf_weight=13077 22 20 31 25 21 25 25 28 28 20 20 leaf_count=13077 22 20 31 25 21 25 25 28 28 20 20 internal_value=0 -0.00213888 -0.00140602 0.190031 0.0718877 -0.00252079 -0.00177474 -0.00223296 -0.00185864 -0.153545 -0.119412 internal_weight=0 13320 13300 77 46 13223 13158 13133 13105 65 45 internal_count=13342 13320 13300 77 46 13223 13158 13133 13105 65 45 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=14 num_cat=3 split_feature=3 25 13 25 25 5 5 6 0 26 13 13 26 split_gain=56497.7 45126.4 17381.4 24363.9 15114.5 36783 30225.4 10105.1 9982.41 9703.67 3103.51 6128.95 732.906 threshold=333.3454000000001 0 55.232840000000003 1 2 181.87500000000003 8.3918550000000014 223.36075000000002 211.57500000000002 2022.5000000000002 214.15000000000003 92.932500000000019 2022.5000000000002 decision_type=2 9 2 9 9 2 2 2 2 2 2 2 2 left_child=1 12 3 9 5 6 -5 8 -6 -3 11 -4 -1 right_child=-2 2 10 4 7 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.15644839545658656 0.4272827579129127 -0.055614769729142338 0.087166578883216494 0.032901870538761542 -0.0055592326558240347 -0.31078291098276778 0.2950030663220779 0.19231238557742192 0.16121589791443611 -0.2043876767754555 0.067417257428169258 0.3260061932151968 0.20115672662660675 leaf_weight=70 31 97 21 1011 11741 30 46 26 36 80 24 22 77 leaf_count=70 31 97 21 1011 11741 30 46 26 36 80 24 22 77 internal_value=0 -0.000123572 -0.00213646 -0.00296183 -0.00131447 0.0341937 0.0443084 -0.00461077 -0.00504943 -0.116287 0.158517 0.209364 0.168411 internal_weight=0 13281 13134 13067 12890 1087 1057 11803 11777 177 67 43 147 internal_count=13312 13281 13134 13067 12890 1087 1057 11803 11777 177 67 43 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 521 100368 37749760 32800 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=10 num_cat=0 split_feature=3 13 17 8 8 7 1 13 13 split_gain=55373.4 13946.7 7801.73 6517.66 9749.74 8560.8 7246.24 4535.37 4830.64 threshold=333.3454000000001 55.232840000000003 192.82422000000003 269.79925000000003 162.18600000000004 285.62500000000006 105.004 214.15000000000003 92.932500000000019 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=-0.00082005577550731199 0.42300993888608873 0.086294908410026919 -0.19347704455966042 0.16761354861052141 -0.15483815338553453 -0.2021338717142741 0.07337008162548668 0.034835557054590294 0.29202677776813507 leaf_weight=12969 31 21 21 23 41 21 133 27 25 leaf_count=12969 31 21 21 23 41 21 133 27 25 internal_value=0 -0.000122336 -0.000884174 -0.000577474 -0.000871335 -0.000390299 -6.69426e-05 0.137718 0.198106 internal_weight=0 13281 13208 13187 13164 13123 13102 73 46 internal_count=13312 13281 13208 13187 13164 13123 13102 73 46 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=14 num_cat=3 split_feature=3 25 13 25 10 25 5 4 26 4 13 10 26 split_gain=54271.5 44200.4 16746.3 23873.4 19027.7 19424.5 39755.2 14587.5 9495.31 8293.04 10316 2931.61 717.673 threshold=333.3454000000001 0 55.232840000000003 1 206.27675000000002 2 181.87500000000003 238.08750000000003 2022.5000000000002 2.9422770000000003 192.44922000000003 269.79925000000003 2022.5000000000002 decision_type=2 9 2 9 2 9 2 2 2 2 2 2 2 left_child=1 12 3 8 5 6 -5 -7 -3 10 -4 -6 -1 right_child=-2 2 9 4 11 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.15483911895751953 0.41877983277843844 -0.055088664674267325 -0.050143226751914391 0.07095386350374526 -0.13062965162775733 -0.0029236323244381528 -0.32850026350754957 -0.2606567282026464 -0.20225562739372255 0.32612849190831183 0.2478508354368664 -0.29581305342061176 0.19908038473748541 leaf_weight=70 31 97 26 597 22 12202 26 22 80 20 21 21 77 leaf_count=70 31 97 26 597 22 12202 26 22 80 20 21 21 77 internal_value=0 -0.000121113 -0.00211324 -0.00292341 -0.00129272 -0.000590812 0.0534257 -0.00338472 -0.115102 0.155578 0.0830031 -0.211301 0.166675 internal_weight=0 13281 13134 13067 12890 12847 623 12224 177 67 47 43 147 internal_count=13312 13281 13134 13067 12890 12847 623 12224 177 67 47 43 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 512 16 37748736 32800 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=12 num_cat=0 split_feature=3 4 10 1 5 11 2 1 1 1 11 split_gain=53191.5 19605.8 17335.6 17497.3 16756.1 14686.7 13469.1 7769.9 10379.4 1014.95 42.3529 threshold=333.3454000000001 365.72000000000008 279.07800000000003 181.87500000000003 335.87040000000007 170.05500000000004 149.26580000000004 263.60184000000004 355.00000000000006 228.56250000000003 246.67500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -5 -7 right_child=-2 -3 -4 7 -6 10 -8 8 -10 -11 -12 leaf_value=0.00015537717954553908 0.41459205381331904 -0.29839765462008389 -0.28671299082892282 0.28915878613789875 -0.28933339881896974 -0.19085812038183214 0.12950812007725976 -0.11147805211089906 0.19294507776697475 0.19084213359015331 -0.17133439719676971 leaf_weight=13005 31 22 21 21 20 20 81 21 24 21 25 leaf_count=13005 31 22 21 21 20 20 81 21 24 21 25 internal_value=0 -0.000119901 0.000375016 0.000830436 -0.000104658 0.000335871 0.000956048 0.14218 0.050881 0.24 -0.180012 internal_weight=0 13281 13259 13238 13151 13131 13086 87 45 42 45 internal_count=13312 13281 13259 13238 13151 13131 13086 87 45 42 45 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=14 num_cat=3 split_feature=3 25 13 25 10 25 5 4 26 4 13 10 26 split_gain=52133 43358.1 16430.5 23402 18450 19122.1 37305.1 13564.6 9299.84 8153.58 10095.1 2787.3 712.39 threshold=333.3454000000001 0 55.232840000000003 1 206.27675000000002 2 181.87500000000003 238.08750000000003 2022.5000000000002 2.9422770000000003 192.44922000000003 269.79925000000003 2022.5000000000002 decision_type=2 9 2 9 2 9 2 2 2 2 2 2 2 left_child=1 12 3 8 5 6 -5 -7 -3 10 -4 -6 -1 right_child=-2 2 9 4 11 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.15322166946956089 0.41044612546120923 -0.054570008995606732 -0.049569880595574017 0.054556061466622452 -0.12941447255286304 -0.0035805558774701061 -0.30385554186503094 -0.25795676515215921 -0.20021432641148568 0.32321609947085378 0.24521737348465691 -0.2904810540945757 0.19729981310955891 leaf_weight=70 31 97 26 908 22 11888 30 21 80 20 21 21 77 leaf_count=70 31 97 26 908 22 11888 30 21 80 20 21 21 77 internal_value=0 -0.000118702 -0.00209176 -0.00289425 -0.00127975 -0.000588581 0.0426384 -0.00402574 -0.11396 0.154106 0.0821436 -0.208075 0.16508 internal_weight=0 13281 13134 13067 12890 12847 938 11909 177 67 47 43 147 internal_count=13312 13281 13134 13067 12890 12847 938 11909 177 67 47 43 147 cat_boundaries=0 3 6 10 cat_threshold=0 2113536 256 0 64 524288 513 98320 37748736 32800 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 1 4 13 split_gain=63451.3 68198.9 45204.4 17579.8 32523 13538.1 15694.1 43566.4 16908 13478.7 10276.3 8646.44 7289.76 2381.56 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 17.8965 255.10500000000002 105.004 11.555000000000001 1 174.00000000000003 376.61250000000007 199.12500000000003 32.559500000000007 201.75000000000003 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 11 12 -10 -7 -8 -3 -5 right_child=-2 3 -4 4 -6 10 7 -9 9 -11 -12 -13 -14 -15 leaf_value=0.055509569187686875 0.52469467992367957 -0.051008816728309869 0.41664012601881317 0.076673263072967526 0.49529944552481175 -0.2764209904591553 0.095143792410480224 0.53924314963817599 -0.0027248594043419671 0.16694311913023605 0.012533253550529479 -0.12940136830012003 -0.2291140154997508 -0.062176746186755949 leaf_weight=73 23 541 66 30 20 32 47 20 12349 47 20 27 24 21 leaf_count=73 23 541 66 30 20 32 47 20 12349 47 20 27 24 21 internal_value=0 -0.000997114 0.211748 -0.00339923 0.153528 -0.00425189 -0.00361047 0.125136 -0.00454421 -0.00207988 -0.165285 0.0132152 -0.0575557 0.0194997 internal_weight=0 13317 139 13178 71 13107 13055 94 12961 12396 52 74 565 51 internal_count=13340 13317 139 13178 71 13107 13055 94 12961 12396 52 74 565 51 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097408 257 64 21053440 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 7 5 1 4 1 13 split_gain=62188.7 66841.7 44304.8 17230 31875.8 13268.7 15381.8 16571.5 13210.5 11745 10071.8 7144.69 3801.07 2334.17 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 17.8965 255.10500000000002 105.004 1 174.00000000000003 2.822397 376.61250000000007 32.559500000000007 199.12500000000003 201.75000000000003 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 11 -9 12 -7 -3 -8 -5 right_child=-2 3 -4 4 -6 10 9 8 -10 -11 -12 -13 -14 -15 leaf_value=0.054954468812028028 0.51944772927657423 -0.050498728218889503 0.41247371669971589 0.075906532446543371 0.49034646067023274 -0.27365678171627222 0.11852074101567268 -0.0026976108905171566 0.16527368707859769 0.33889740868750962 0.012407914936542511 -0.22682287951310476 -0.031607195459879361 -0.061554973693121053 leaf_weight=73 23 541 66 30 20 32 48 12349 47 20 20 24 26 21 leaf_count=73 23 541 66 30 20 32 48 12349 47 20 20 24 26 21 internal_value=0 -0.000987143 0.20963 -0.00336524 0.151993 -0.00420937 -0.00357437 -0.00449877 -0.00205908 0.123885 -0.163632 -0.0569801 0.0657731 0.0193047 internal_weight=0 13317 139 13178 71 13107 13055 12961 12396 94 52 565 74 51 internal_count=13340 13317 139 13178 71 13107 13055 12961 12396 94 52 565 74 51 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097408 257 64 21053440 512 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=14 num_cat=6 split_feature=25 26 5 7 0 7 7 25 24 25 25 2 25 split_gain=59531 42018.6 28287.5 25706.9 12984.4 11436.3 17283.2 11317 25160.1 15903.1 10896.5 10440.2 8574.71 threshold=0 2022.5000000000002 280.57800000000003 198.34750000000003 338.28750000000008 239.51250000000002 355.00000000000006 1 2 3 4 255.10500000000002 5 decision_type=9 2 2 2 2 2 2 9 1 9 9 2 9 left_child=1 -1 3 4 7 -5 -7 8 9 -2 -10 12 -9 right_child=2 -3 -4 5 -6 6 -8 11 10 -11 -12 -13 -14 leaf_value=0.047077556494120001 0.10263311578215456 0.39275962285141447 0.26657214531531703 0.37447799350904382 0.23326216905013375 -0.11568138098716736 0.29049084793437613 0.030862157992190786 -0.17590469047313426 -0.02881068415966901 -0.056586527811809326 0.18415063031514486 -0.0047096763711630988 leaf_weight=74 129 67 39 23 23 20 22 710 121 265 274 30 11543 leaf_count=74 129 67 39 23 23 20 22 710 121 265 274 30 11543 internal_value=0 0.197342 -0.00234576 -0.00314449 -0.00412918 0.195233 0.0970755 -0.00454687 -0.041015 0.0157007 -0.096578 -0.00216917 -0.00262712 internal_weight=0 141 13199 13160 13095 65 42 13072 789 394 395 12283 12253 internal_count=13340 141 13199 13160 13095 65 42 13072 789 394 395 12283 12253 cat_boundaries=0 3 7 8 10 12 16 cat_threshold=67108864 16384 2097408 1 8280 17122304 4194304 1310 0 80 0 80 134217984 2147516416 34209792 32800 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=15 num_cat=3 split_feature=4 25 26 13 2 1 1 3 25 24 7 1 1 13 split_gain=60734.6 64278.3 42579.1 16846.5 31162.1 13066.7 15000.1 42369.5 16135.9 21533.1 12686.9 9874.89 8378.34 2286.71 threshold=344.25000000000006 0 2022.5000000000002 55.232840000000003 17.8965 255.10500000000002 105.004 11.555000000000001 1 2 174.00000000000003 376.61250000000007 199.12500000000003 201.75000000000003 decision_type=2 9 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 -1 5 13 6 8 12 9 -3 -10 -7 -8 -5 right_child=-2 3 -4 4 -6 11 7 -9 10 -11 -12 -13 -14 -15 leaf_value=0.053934165288324225 0.51333893153978427 0.016503080735283514 0.40442140001239196 0.075140500148137418 0.48485620242357258 -0.2712910779193044 0.092631080594468632 0.53073454815149301 -0.0026435830816308385 -0.1080554735554432 0.16196565049759887 0.011964090526103975 -0.12840543804345309 -0.060916459673926948 leaf_weight=73 23 238 66 30 20 32 47 20 12349 327 47 20 27 21 leaf_count=73 23 238 66 30 20 32 47 20 12349 327 47 20 27 21 internal_value=0 -0.000975796 0.205564 -0.00330783 0.150311 -0.0041425 -0.00351235 0.122355 -0.00442521 -0.0562121 -0.00201783 -0.162347 0.0119826 0.019117 internal_weight=0 13317 139 13178 71 13107 13055 94 12961 565 12396 52 74 51 internal_count=13340 13317 139 13178 71 13107 13055 94 12961 565 12396 52 74 51 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 257 64 21053440 512 346 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=14 num_cat=3 split_feature=4 25 13 2 1 1 25 24 7 1 1 1 13 split_gain=59526.2 62999.6 16511.4 30542 12806.6 14701.8 15824.1 21117.9 12434.5 9678.38 4405.76 5444.44 2241.21 threshold=344.25000000000006 0 55.232840000000003 17.8965 255.10500000000002 105.004 1 2 174.00000000000003 376.61250000000007 216.24000000000004 174.00000000000003 201.75000000000003 decision_type=2 9 2 2 2 2 9 1 2 2 2 2 2 left_child=1 -1 4 12 5 6 7 -3 -8 -6 11 -7 -4 right_child=-2 2 3 -5 9 10 8 -9 -10 -11 -12 -13 -14 leaf_value=0.20350816841893549 0.50820552162502131 0.016344704176149062 0.074389097611109414 0.48000762510299683 -0.26857816167175769 0.097516589896834427 -0.0026171472909538585 -0.10700698261798666 0.16034598827362062 0.011844451129436493 0.0042114707827568057 0.28331468224525452 -0.060307296571277431 leaf_weight=139 23 238 30 20 32 46 12349 327 47 20 24 24 21 leaf_count=139 23 238 30 20 32 46 12349 327 47 20 24 24 21 internal_value=0 -0.000966726 -0.00327545 0.148808 -0.00410178 -0.00347793 -0.00438166 -0.0556659 -0.00199765 -0.160723 0.121132 0.161219 0.0189259 internal_weight=0 13317 13178 71 13107 13055 12961 565 12396 52 94 70 51 internal_count=13340 13317 13178 71 13107 13055 12961 565 12396 52 94 70 51 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097408 257 64 21053440 512 346 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=9 num_cat=2 split_feature=10 4 4 25 15 6 25 6 split_gain=84697.9 56020.6 40828.2 18807.6 14463.1 25996.1 16972.4 4729.5 threshold=279.07800000000003 365.72000000000008 272.07425000000006 0 237.02500000000003 223.36075000000002 1 316.3010000000001 decision_type=2 2 2 9 2 2 9 2 left_child=1 2 3 -1 5 6 -5 -7 right_child=-2 -3 -4 4 -6 7 -8 -9 leaf_value=-0.12257220838546752 0.58201717634201056 -0.52943713283538818 0.44079075813293456 0.031077931473905945 -0.26803839659690859 0.14245582836014886 -0.0039897213882269765 0.33838632475246078 leaf_weight=115 25 20 21 1558 20 28 11511 22 leaf_count=115 25 20 21 1558 20 28 11511 22 internal_value=0 -0.000587932 0.000208828 -0.000489242 0.000672075 0.00108224 0.00021154 0.228665 internal_weight=0 13295 13275 13254 13139 13119 13069 50 internal_count=13320 13295 13275 13254 13139 13119 13069 50 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 134218497 2179072 1131298816 544 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=9 num_cat=2 split_feature=10 4 4 25 15 6 25 6 split_gain=83012.6 54905.6 40015.8 18463 14175.3 25478.7 16640.1 4635.38 threshold=279.07800000000003 365.72000000000008 272.07425000000006 0 237.02500000000003 223.36075000000002 1 316.3010000000001 decision_type=2 2 2 9 2 2 9 2 left_child=1 2 3 -1 5 6 -5 -7 right_child=-2 -3 -4 4 -6 7 -8 -9 leaf_value=-0.12144454469442367 0.57619704222679136 -0.52414275550842282 0.43638283684140161 0.033105782347103194 -0.26535801088809968 0.14103127028260912 -0.0036552444624677262 0.33500245679508561 leaf_weight=115 25 20 21 1366 20 28 11703 22 leaf_count=115 25 20 21 1366 20 28 11703 22 internal_value=0 -0.000582771 0.00020602 -0.00048507 0.00066556 0.00107162 0.000209632 0.226379 internal_weight=0 13295 13275 13254 13139 13119 13069 50 internal_count=13320 13295 13275 13254 13139 13119 13069 50 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 134218496 2179072 1131298816 544 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=19 num_cat=2 split_feature=3 3 3 25 5 2 7 25 0 3 5 5 0 17 7 2 2 26 split_gain=47702.9 65286.7 47940 24211.5 31246.6 15236 14613.9 17581.8 17133 13423.5 9540.86 10343.4 8722.01 5312.4 4264.75 2324.88 441.401 5.12094 threshold=177.71725000000004 376.61250000000007 285.62500000000006 0 172.87500000000003 154.53520000000003 178.65425000000002 1 11.177000000000001 228.18750000000003 228.56250000000003 299.07650000000007 115.96500000000002 95.142500000000013 246.67500000000004 255.10500000000002 365.72000000000008 2022.5000000000002 decision_type=2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 12 5 6 7 8 -5 -2 -6 -12 17 -9 -8 -7 -17 -1 right_child=1 -3 -4 4 10 15 14 13 -10 -11 11 -13 -14 -15 -16 16 -18 -19 leaf_value=-0.093260884750180129 0.37683597668357516 -0.28196106672286986 0.75329108064824879 0.084949833006508602 0.3727717130080514 0.079701456824938455 -0.2806731700897217 -0.0031820301638180045 -0.18592230129241943 0.053338014175151958 -0.036951250379735776 0.24656509614759878 -0.31214049793425064 0.15600284451530094 -0.0935518292723031 0.1583061985536055 0.22321670675277708 -0.096902319633797432 leaf_weight=82 23 20 22 354 23 36 21 12446 25 29 22 31 21 21 29 22 20 73 leaf_count=82 23 20 22 354 23 36 21 12446 25 29 22 31 21 21 29 22 20 73 internal_value=0 0.22497 0.361979 -0.00110132 0.000513799 -0.000670119 -0.00151291 -0.00084877 0.0653578 0.196424 0.202689 0.128879 -0.114388 -0.00291156 -0.172143 0.138671 0.189216 -0.0949759 internal_weight=0 94 74 13226 13050 12974 12896 12846 379 52 76 53 176 12467 50 78 42 155 internal_count=13320 94 74 13226 13050 12974 12896 12846 379 52 76 53 176 12467 50 78 42 155 cat_boundaries=0 4 8 cat_threshold=256 16 256 32768 67108864 16384 57278464 544 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=15 num_cat=2 split_feature=10 7 25 7 25 15 1 1 11 7 6 2 1 6 split_gain=80890.8 20216.9 23226.9 17116.2 11576.6 17708.6 14886 14479.5 8954.65 8135.56 6126.25 8310.31 5974.57 129.489 threshold=279.07800000000003 162.18600000000004 0 218.62500000000003 1 14.442750000000002 153.43270000000004 181.87500000000003 24.453750000000003 355.00000000000006 113.47200000000001 255.10500000000002 243.26250000000002 269.79925000000003 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 8 10 -4 -5 11 -6 -9 -12 right_child=-2 3 4 9 7 -7 -8 12 -10 -11 13 -13 -14 -15 leaf_value=-0.12363163279248524 0.56878134450912476 0.39540911891243674 0.042924915503127499 -0.031680704004624312 -0.0031639210563198816 0.33033586746454241 -0.20173213667339748 0.29419499544870287 -0.16174690224907615 0.20879026412963866 -0.091841457278229482 0.16347849098841347 0.075738640485271333 -0.12264053523540497 leaf_weight=144 25 22 754 34 12103 20 27 21 22 24 43 30 31 20 leaf_count=144 25 22 754 34 12103 20 27 21 22 24 43 30 31 20 internal_value=0 -0.000579475 -0.00153893 0.15791 -9.92033e-05 0.0359747 0.0290911 -0.00255055 0.0371224 0.0678245 -0.00326259 -0.00275188 0.163961 -0.101619 internal_weight=0 13295 13215 80 13071 823 803 12248 776 58 12196 12133 52 63 internal_count=13320 13295 13215 80 13071 823 803 12248 776 58 12196 12133 52 63 cat_boundaries=0 4 8 cat_threshold=0 16 256 32768 201326592 81920 1128939520 544 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=10 num_cat=2 split_feature=10 4 4 25 13 11 25 13 11 split_gain=79281.4 54062.1 39128.6 17949.6 13036.3 18439.6 15885.6 4587.82 681.786 threshold=279.07800000000003 365.72000000000008 272.07425000000006 0 62.425150000000009 170.05500000000004 1 214.15000000000003 267.13384000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 -1 5 6 -5 -6 -7 right_child=-2 -3 -4 4 7 8 -8 -9 -10 leaf_value=-0.11974089142203331 0.5630935307741165 -0.52009746456146244 0.43152217456272673 0.030083935417100614 0.21138149817784627 -0.16678265646747922 -0.0034737337863671551 0.033306617529495902 -0.24559182956105186 leaf_weight=115 25 20 21 1599 39 23 11434 23 21 leaf_count=115 25 20 21 1599 39 23 11434 23 21 internal_value=0 -0.000574611 0.000208098 -0.000475288 0.000659225 -2.61365e-05 0.000663826 0.145321 -0.204396 internal_weight=0 13295 13275 13254 13139 13077 13033 62 44 internal_count=13320 13295 13275 13254 13139 13077 13033 62 44 cat_boundaries=0 4 8 cat_threshold=0 0 3328 32768 201327361 2179072 1129201664 544 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=9 num_cat=2 split_feature=25 25 10 12 14 5 6 1 split_gain=50585.5 38791.3 26318.6 12169.6 10832.6 10787.3 15481.7 3034.59 threshold=0 1 267.13384000000002 246.67500000000004 115.96500000000002 280.57800000000003 269.79925000000003 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=0.18885539851690594 -0.16701811083488996 -0.0023181801014705706 0.36049822330474857 0.24394618892669676 -0.17860695620945521 0.21393182588660201 -0.23771517872810363 0.057823369503021242 leaf_weight=152 134 12911 20 20 35 23 28 20 leaf_count=152 134 12911 20 20 35 23 28 20 internal_value=0 -0.00378413 -0.00197961 -0.00253806 -0.00291735 -0.00244296 -0.00282758 0.16408 internal_weight=0 13171 13037 13017 12997 12962 12939 172 internal_count=13343 13171 13037 13017 12997 12962 12939 172 cat_boundaries=0 3 7 cat_threshold=0 64 256 0 16384 35651584 32800 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=49579.6 38073.3 25794.9 11927.4 10617 10572.6 15173.6 2974.2 threshold=0 1 267.13384000000002 246.67500000000004 115.96500000000002 280.57800000000003 269.79925000000003 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=0.18696685169872485 -0.1654639153016938 -0.0022949983411234922 0.35689321371912952 0.24150672698020934 -0.17682088838304794 0.21179250883019488 -0.23533803096839362 0.05724515676498413 leaf_weight=152 134 12911 20 20 35 23 28 20 leaf_count=152 134 12911 20 20 35 23 28 20 internal_value=0 -0.00374755 -0.00195981 -0.00251268 -0.00288818 -0.00241853 -0.0027993 0.162439 internal_weight=0 13171 13037 13017 12997 12962 12939 172 internal_count=13343 13171 13037 13017 12997 12962 12939 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=11 num_cat=3 split_feature=25 25 10 12 14 9 25 26 9 26 split_gain=48593.7 37368.7 25281.6 11690.1 10405.7 10280 7944.78 6379.59 687.644 120.947 threshold=0 1 267.13384000000002 246.67500000000004 115.96500000000002 197.74150000000003 2 2022.5000000000002 246.67500000000004 2022.5000000000002 decision_type=9 9 2 2 2 2 9 2 2 2 left_child=7 9 3 4 5 6 -3 -1 -7 -2 right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=0.10996611562268488 -0.18624300320943196 0.042638162585947388 0.35332429057359699 0.23909165740013122 -0.17505268165043422 -0.19829217928647996 -0.0032514395495314569 0.23177850633509017 -0.11889820165932179 -0.16720807102364554 leaf_weight=87 63 379 20 20 35 20 12539 85 24 71 leaf_count=87 63 379 20 20 35 20 12539 85 24 71 internal_value=0 -0.00371133 -0.00194022 -0.00248755 -0.0028593 -0.00239434 -0.0018746 0.160814 -0.154986 -0.163924 internal_weight=0 13171 13037 13017 12997 12962 12918 172 44 134 internal_count=13343 13171 13037 13017 12997 12962 12918 172 44 134 cat_boundaries=0 3 7 10 cat_threshold=0 64 256 0 16384 35651584 32800 67108864 65552 1078542336 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=15 num_cat=5 split_feature=25 25 1 25 24 9 25 19 1 4 26 0 26 26 split_gain=47626.5 36625.2 12631.7 10817.2 48044.1 16385.5 13770.8 9213.71 7115.53 6399.81 6252.64 5108.68 297.941 118.541 threshold=0 1 272.07425000000006 2 3 27.015000000000004 4 86.239500000000007 67.575000000000003 14.462000000000002 2022.5000000000002 211.57500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 9 1 2 9 2 2 2 2 2 2 2 left_child=10 13 3 4 12 6 -6 8 11 -10 -1 -5 -3 -2 right_child=1 2 -4 7 5 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.1088664538284828 -0.18438057233416846 0.21971251861469168 -0.18642891725978339 -0.0053076135428806771 0.066551644792958692 -0.230201340119044 -0.023809067025843029 0.20539362759817217 0.039798580162431589 0.23930717268586157 0.22946073930403768 0.11744535220019957 0.19103748187212877 -0.16553598316622453 leaf_weight=87 63 74 37 11949 251 30 468 21 82 20 85 34 71 71 leaf_count=87 63 74 37 11949 251 30 468 21 82 20 85 34 71 71 internal_value=0 -0.00367392 -0.00192051 -0.00139685 0.0319752 -0.0012079 0.00832997 -0.0038845 -0.00425138 0.0789179 0.159206 -0.00495932 0.192403 -0.162285 internal_weight=0 13171 13037 13000 894 749 719 12106 12085 102 172 11983 145 134 internal_count=13343 13171 13037 13000 894 749 719 12106 12085 102 172 11983 145 134 cat_boundaries=0 3 7 10 11 14 cat_threshold=0 64 256 0 16384 35651584 32800 67109376 65552 21577728 1088 67108864 65536 17367040 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=9 num_cat=2 split_feature=25 25 10 12 14 5 6 0 split_gain=46678.5 35896.5 24784.4 11464.3 10211.4 10307.9 14925.5 163.298 threshold=0 1 267.13384000000002 246.67500000000004 115.96500000000002 280.57800000000003 269.79925000000003 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=0.16324340679143604 -0.16066208952003055 -0.0022262474571767077 0.34985273813642564 0.23679198741912844 -0.17338937984194075 0.20916157349296238 -0.23335622216973984 0.19363952493667605 leaf_weight=152 134 12911 20 20 35 23 28 20 leaf_count=152 134 12911 20 20 35 23 28 20 internal_value=0 -0.00363686 -0.00190098 -0.00244289 -0.00281103 -0.00235044 -0.00272641 0.157614 internal_weight=0 13171 13037 13017 12997 12962 12939 172 internal_count=13343 13171 13037 13017 12997 12962 12939 172 cat_boundaries=0 3 7 cat_threshold=0 64 256 0 16384 35651584 32800 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=12 num_cat=3 split_feature=25 4 25 0 0 0 3 14 0 25 0 split_gain=33848.5 21768.3 20711 11593.9 17982.4 23514.3 22766.6 13190.6 4882.26 3410.92 3358.21 threshold=0 293.85000000000008 1 355.00000000000006 109.32500000000002 189.93750000000003 238.08750000000003 182.65800000000004 140.32000000000002 2 250.05000000000004 decision_type=9 2 9 2 2 2 2 2 2 9 2 left_child=9 2 -2 4 6 8 7 -4 -6 -1 -7 right_child=1 -3 3 -5 5 10 -8 -9 -10 -11 -12 leaf_value=-0.065509018292502746 0.12674840569496154 0.26985356044769288 -0.0014730735808829846 -0.22066960506141187 0.20971181501944858 -0.068463796846794364 -0.26810663774609567 0.23822235325108407 0.42126340663433076 -0.16642675153480088 0.093300961085728232 leaf_weight=116 118 30 12728 24 24 33 32 23 20 111 21 leaf_count=116 118 30 12728 24 24 33 32 23 20 111 21 internal_value=0 0.000790945 0.000171736 -0.00108303 -0.000674731 0.134269 -0.00170927 -0.00104072 0.305872 -0.119797 -0.00555528 internal_weight=0 13053 13023 12905 12881 98 12783 12751 44 227 54 internal_count=13280 13053 13023 12905 12881 98 12783 12751 44 227 54 cat_boundaries=0 4 7 9 cat_threshold=0 16 1075839232 32 256 16384 4718592 0 16 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=12 num_cat=3 split_feature=25 10 9 25 7 8 26 4 25 26 26 split_gain=33229.8 22728.9 22763.5 23581.5 21194.7 24858.4 11911.3 7868.11 3348.95 5268.68 5180.26 threshold=0 279.07800000000003 267.95700000000005 1 355.00000000000006 269.79925000000003 2022.5000000000002 285.62500000000006 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 9 2 2 left_child=8 2 3 6 5 7 -2 -5 10 -10 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.13967296566282 0.2326798821919 0.33763840511441229 -0.33684164160490038 -0.0013332606755841905 0.32466515445709226 0.35115319061279293 0.04114699938940624 -0.182565598487854 -0.11147850330386844 -0.24927466834675183 -0.0059409939448038743 leaf_weight=56 67 20 20 12819 20 20 63 24 56 55 60 leaf_count=56 67 20 20 12819 20 20 63 24 56 55 60 internal_value=0 0.000784006 0.000267682 0.000785794 -0.0006171 -0.00112334 0.12987 -0.00167193 -0.118696 -0.1649 -0.0649059 internal_weight=0 13053 13033 13013 12883 12863 130 12843 227 111 116 internal_count=13280 13053 13033 13013 12883 12863 130 12843 227 111 116 cat_boundaries=0 4 8 10 cat_threshold=0 16 1075839232 32 256 16384 4718592 32768 0 16 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=12 num_cat=3 split_feature=25 24 4 25 0 0 0 14 8 0 0 split_gain=32568.6 27652.5 21452.1 19944.9 11386.7 17590.8 23021.3 7539.12 7809.25 4790.28 3273.94 threshold=0 1 293.85000000000008 2 355.00000000000006 109.32500000000002 189.93750000000003 182.65800000000004 269.79925000000003 140.32000000000002 250.05000000000004 decision_type=9 1 2 9 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 7 9 8 -5 -7 -8 right_child=2 -3 -4 4 -6 6 10 -9 -10 -11 -12 leaf_value=-0.0031168755531311037 0.12437500052154064 -0.22508302073009678 0.26787735398610435 -0.0023460725599334965 -0.21868579107026262 0.20734531700611114 -0.067664158994501289 0.17179791002273562 0.19065188907441638 0.41689461624622348 0.092058190050579261 leaf_weight=115 118 112 30 12737 24 24 33 25 21 20 21 leaf_count=115 118 112 30 12737 24 24 33 25 21 20 21 internal_value=0 -0.117509 0.000776166 0.000161463 -0.00106986 -0.000665228 0.132801 -0.00168844 -0.00202839 0.302595 -0.00554991 internal_weight=0 227 13053 13023 12905 12881 98 12783 12758 44 54 internal_count=13280 227 13053 13023 12905 12881 98 12783 12758 44 54 cat_boundaries=0 4 5 8 cat_threshold=0 16 1075839232 32 1253 256 16384 4718592 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=15 num_cat=3 split_feature=25 24 4 25 0 0 0 3 14 26 26 26 0 0 split_gain=31973.5 27395.9 21025.1 19578.6 11160.1 17240.7 22563.2 22356.9 12707 7098.66 6911.6 4949.92 4694.95 3208.79 threshold=0 1 293.85000000000008 2 355.00000000000006 109.32500000000002 189.93750000000003 238.08750000000003 182.65800000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 140.32000000000002 250.05000000000004 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 11 5 7 12 8 -5 -3 -1 -2 -7 -8 right_child=2 9 -4 4 -6 6 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.081364005428773381 0.19954638333156191 -0.16211015845167226 0.26519858042399092 -0.0014334027317276787 -0.21649893614153068 0.20527186905344327 -0.066987515507322376 -0.26566088572144508 0.23382788513017738 -0.31924973709541454 0.07584861081222008 0.069992472330729166 0.4127256788015366 0.091137604599907288 leaf_weight=54 58 58 30 12728 24 24 33 32 23 57 58 60 20 21 leaf_count=54 58 58 30 12728 24 24 33 32 23 57 58 60 20 21 internal_value=0 -0.116431 0.000769357 0.000160804 -0.00105916 -0.000658576 0.131473 -0.00167155 -0.00100904 -0.220797 4.55995e-05 0.123228 0.299569 -0.00549441 internal_weight=0 227 13053 13023 12905 12881 98 12783 12751 115 112 118 44 54 internal_count=13280 227 13053 13023 12905 12881 98 12783 12751 115 112 118 44 54 cat_boundaries=0 4 5 8 cat_threshold=0 16 1075839232 32 1381 256 16384 4718592 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=8 num_cat=0 split_feature=4 4 0 6 7 7 7 split_gain=24038.5 68334.4 23148.7 11119.3 9302.36 22210.6 9051.14 threshold=365.72000000000008 279.07800000000003 365.72000000000008 344.25000000000006 285.62500000000006 206.27675000000002 140.32000000000002 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=-0.00069279865130677566 -0.3315879180214622 0.56922841707865401 -0.31863694066586706 -0.22079490627931514 -0.18969432427332952 0.25490192974314968 -0.21358887135982513 leaf_weight=13111 22 21 23 23 26 34 20 leaf_count=13111 22 21 23 23 26 34 20 internal_value=0 -0.000759812 -0.00166408 -0.00111236 -0.000729319 -0.000356126 -0.00101706 internal_weight=0 13258 13237 13214 13191 13165 13131 internal_count=13280 13258 13237 13214 13191 13165 13131 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=11 num_cat=2 split_feature=25 5 6 15 3 15 3 25 3 15 split_gain=54401.7 25384.7 28742 9331.32 26078 25454.2 19312.8 24476.1 15080.6 6761.58 threshold=0 280.57800000000003 344.25000000000006 32.879500000000014 333.3454000000001 43.248000000000012 177.71725000000004 1 238.08750000000003 118.09000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=-1 2 3 4 6 -5 7 -2 -8 -7 right_child=1 -3 -4 5 -6 9 8 -9 -10 -11 leaf_value=0.2150931258448239 -0.10831403923905603 0.25914475466753983 -0.35634868746218473 0.39464038832621146 -0.36404995393753053 -0.099365101727572361 0.33517398532231646 -0.0016877385731346149 0.012485756703785487 0.10157432675361633 leaf_weight=106 209 37 23 22 20 33 30 12754 28 34 leaf_count=106 209 37 23 22 20 33 30 12754 28 34 internal_value=0 -0.00241594 -0.00315355 -0.00253486 -0.00323129 0.099512 -0.00267708 -0.00349171 0.179393 0.00260416 internal_weight=0 13190 13153 13130 13041 89 13021 12963 58 67 internal_count=13296 13190 13153 13130 13041 89 13021 12963 58 67 cat_boundaries=0 3 6 cat_threshold=0 16384 34078976 16640 0 18874368 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=9 num_cat=0 split_feature=5 6 4 8 10 8 3 8 split_gain=24519.5 30706.7 19436.1 19845 27620.5 14613.3 14384.1 197.798 threshold=280.57800000000003 344.25000000000006 365.72000000000008 312.55000000000013 269.79925000000003 162.18600000000004 293.85000000000008 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=0.0010955248316749753 0.25655329678509686 -0.35136935138702391 -0.31207396888732908 0.31466130447387697 -0.36295407712459565 -0.1454068074339912 -0.24920271583225417 -0.18542202917734782 leaf_weight=13099 37 25 20 20 21 21 23 30 leaf_count=13099 37 25 20 20 21 21 23 30 internal_value=0 -0.00123328 -0.000571851 -0.000100378 -0.000577507 1.83214e-07 0.000656807 -0.168945 internal_weight=0 13259 13234 13214 13194 13173 13122 51 internal_count=13296 13259 13234 13214 13194 13173 13122 51 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=11 num_cat=0 split_feature=5 6 4 15 10 15 3 3 15 15 split_gain=24031.6 30095.7 19049.3 12417 27021.2 21816.3 18305.9 22645.3 12050 109.85 threshold=280.57800000000003 344.25000000000006 365.72000000000008 32.879500000000014 269.79925000000003 43.248000000000012 293.85000000000008 177.71725000000004 206.70431000000005 90.340000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 9 -7 right_child=-2 -3 -4 5 -6 8 -8 -9 -10 -11 leaf_value=-0.00065821062110960667 0.2539877793595598 -0.3478556541442871 -0.30895322751998899 0.39068304815075616 -0.35932453444582363 -0.052152532637119296 -0.27066819419860838 0.20454791210315848 0.21460205943688102 -0.083470322858719595 leaf_weight=13024 37 25 20 22 21 24 25 54 23 21 leaf_count=13024 37 25 20 22 21 24 25 54 23 21 internal_value=0 -0.00122095 -0.000566132 -9.93742e-05 -0.000902123 0.116959 -0.000327685 0.0001891 0.0284016 -0.0667675 internal_weight=0 13259 13234 13214 13124 90 13103 13078 68 45 internal_count=13296 13259 13234 13214 13124 90 13103 13078 68 45 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=9 num_cat=1 split_feature=25 26 5 1 8 4 10 3 split_gain=53566.6 26872 23906.9 12771.2 18653.5 18385.1 13910.7 10291.3 threshold=0 2022.5000000000002 280.57800000000003 272.07425000000006 285.62500000000006 279.07800000000003 227.60400000000001 293.85000000000008 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=0.080263912807811394 -0.0016338143577769504 0.39893074764924891 0.25144788484315617 -0.17931748884480175 0.30261420822143559 -0.26369311438666448 -0.22124984671329631 -0.22318576176961263 leaf_weight=55 13015 51 37 41 20 27 29 21 leaf_count=55 13015 51 37 41 20 27 29 21 internal_value=0 0.213448 -0.00238508 -0.00310094 -0.00254993 -0.00301611 -0.0024774 -0.00199072 internal_weight=0 106 13190 13153 13112 13092 13065 13036 internal_count=13296 106 13190 13153 13112 13092 13065 13036 cat_boundaries=0 3 cat_threshold=0 16384 34078976 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=8 num_cat=1 split_feature=25 5 6 8 4 3 3 split_gain=51221.1 25147.4 27001.6 13500.2 18398.7 13798.5 15541.4 threshold=0 280.57800000000003 344.25000000000006 285.62500000000006 279.07800000000003 293.85000000000008 177.71725000000004 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=0.19329622770238808 -0.0027683830203497381 0.26145065890418162 -0.34554411763730258 0.25073565528506325 -0.26378956441526064 -0.25860498382931663 0.1672315056235702 leaf_weight=125 12989 36 23 21 27 21 54 leaf_count=125 12989 36 23 21 27 21 54 internal_value=0 -0.0024847 -0.00320998 -0.00260949 -0.00301589 -0.00247694 -0.00206456 internal_weight=0 13171 13135 13112 13091 13064 13043 internal_count=13296 13171 13135 13112 13091 13064 13043 cat_boundaries=0 4 cat_threshold=0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=10 num_cat=0 split_feature=9 10 15 7 1 11 6 7 11 split_gain=51099.5 50082.8 20675.9 25483.6 11626 11419.6 10808.4 5319.58 1111.39 threshold=285.62500000000006 279.07800000000003 237.02500000000003 211.12500000000003 339.56250000000006 95.142500000000013 223.36075000000002 355.00000000000006 252.29100000000003 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=-0.00083219046322253359 0.45081898574829105 -0.5017470121383667 -0.31448994523002988 0.13382492515775893 -0.20867492865633083 -0.10662527661683947 0.15796956824701885 0.33119903997941452 -0.19685595503449441 leaf_weight=13145 25 20 21 36 27 43 43 22 20 leaf_count=13145 25 20 21 36 27 43 43 22 20 internal_value=0 -0.00170725 -0.000958516 -0.000464802 -0.00137842 -0.000956038 -0.000314411 0.208691 -0.13527 internal_weight=0 13377 13357 13336 13278 13251 13188 58 63 internal_count=13402 13377 13357 13336 13278 13251 13188 58 63 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=12 num_cat=2 split_feature=4 25 26 25 6 1 1 1 5 6 26 split_gain=64266.8 63000.1 40406 25808.4 15305.4 18927.6 26193.5 33740.1 10254.9 3096.19 598.28 threshold=344.25000000000006 0 2022.5000000000002 1 223.36075000000002 339.56250000000006 157.57350000000002 216.24000000000004 217.36500000000004 269.79925000000003 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 -1 10 5 6 8 -8 -5 -6 -3 right_child=-2 3 -4 4 9 -7 7 -9 -10 -11 -12 leaf_value=0.042754442200941205 0.48653224379928028 -0.092575477791614222 0.42862074946535045 -0.0025878585827216714 0.26199385506766182 -0.27752865300178525 0.50625366770702862 0.027725824175811393 -0.15551421349698846 0.10572694934904575 -0.12395763174561429 leaf_weight=51 27 122 58 12837 21 25 23 41 44 32 121 leaf_count=51 27 122 58 12837 21 25 23 41 44 32 121 internal_value=0 -0.00183836 0.227231 -0.00388886 -0.00194395 -0.00263844 -0.00210756 0.199697 -0.00311024 0.167644 -0.103925 internal_weight=0 13375 109 13266 13023 12970 12945 64 12881 53 243 internal_count=13402 13375 109 13266 13023 12970 12945 64 12881 53 243 cat_boundaries=0 4 8 cat_threshold=0 16384 2228480 32 0 65536 1090535424 32768 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=9 num_cat=0 split_feature=4 3 3 10 15 6 0 3 split_gain=62987.9 19372.9 20464.6 42311.3 19139.5 33257.5 15200.4 2907.87 threshold=344.25000000000006 376.61250000000007 216.24000000000004 279.07800000000003 237.02500000000003 316.3010000000001 228.56250000000003 255.10500000000002 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=-0.00085873625469524517 0.48166695983321584 -0.31281781005859377 0.27342309848121976 -0.4617784538269043 -0.31059643375873569 0.40646306896209716 -0.15075524395879578 0.12867819486345564 leaf_weight=13169 27 20 23 20 20 20 68 35 leaf_count=13169 27 20 23 20 20 20 68 35 internal_value=0 -0.00181998 -0.00135424 -0.00217179 -0.00147945 -0.00101311 -0.00162877 0.186077 internal_weight=0 13375 13355 13297 13277 13257 13237 58 internal_count=13402 13375 13355 13297 13277 13257 13237 58 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=11 num_cat=0 split_feature=4 3 3 15 0 0 0 2 0 3 split_gain=61734.5 18987.4 20057.3 18674.6 7495.22 21989.6 14188.6 10519 6374.99 2850 threshold=344.25000000000006 376.61250000000007 216.24000000000004 237.02500000000003 228.56250000000003 181.87500000000003 376.61250000000007 365.72000000000008 276.84975000000003 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 -4 right_child=-2 -3 9 -5 6 -7 -8 -9 -10 -11 leaf_value=-0.0020263821313385574 0.4768502631010833 -0.30968962955474855 0.2706888657030852 -0.30749046528339385 -0.096006354116476497 0.30779531064240828 0.10005875711855682 0.2274839792251587 -0.32729932644150472 0.12739140224456785 leaf_weight=13163 27 20 23 20 26 23 23 20 22 35 leaf_count=13163 27 20 23 20 26 23 23 20 22 35 internal_value=0 -0.00180178 -0.00134069 -0.00215007 -0.00169012 -0.0011392 -0.104161 -0.00167819 -0.202016 0.184216 internal_weight=0 13375 13355 13297 13277 13206 71 13183 48 58 internal_count=13402 13375 13355 13297 13277 13206 71 13183 48 58 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=12 num_cat=2 split_feature=4 25 26 25 6 5 5 14 6 5 26 split_gain=60506 61790.8 39607.2 25240.5 14940.7 9256.73 24426 9501.7 3092.74 1010.69 580.689 threshold=344.25000000000006 0 2022.5000000000002 1 223.36075000000002 228.56250000000003 176.53925000000004 95.142500000000013 269.79925000000003 280.57800000000003 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 -1 10 5 6 7 -5 -6 -7 -3 right_child=-2 3 -4 4 8 9 -8 -9 -10 -11 -12 leaf_value=0.042441607105965708 0.47208177213315611 -0.091577206029266611 0.42447507348553887 -0.0021934185768912266 0.25996154194786436 -0.09303887299128942 0.33085065841674804 -0.16718299007415774 0.10378172047436238 -0.1871427074432373 -0.12249456614502206 leaf_weight=51 27 122 58 12867 21 21 22 35 32 25 121 leaf_count=51 27 122 58 12867 21 21 22 35 32 25 121 internal_value=0 -0.00178376 0.225076 -0.00381454 -0.00189117 -0.00257732 -0.00207331 -0.002641 0.165664 -0.144182 -0.102744 internal_weight=0 13375 109 13266 13023 12970 12924 12902 53 46 243 internal_count=13402 13375 109 13266 13023 12970 12924 12902 53 46 243 cat_boundaries=0 4 8 cat_threshold=0 16384 2228480 32 0 65536 1090535424 32768 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=13 num_cat=0 split_feature=10 4 13 2 6 13 15 15 5 15 15 6 split_gain=22372.3 23078.8 14546.8 40542.5 16207 10769.9 10605.4 36400.8 10606.6 1020.35 1611.26 972.332 threshold=267.13384000000002 365.72000000000008 55.232840000000003 16.594211000000005 169.68000000000004 214.15000000000003 33.729000000000013 27.749250000000004 217.36500000000004 46.655499999999996 95.142500000000013 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 -4 7 8 -1 -8 -11 -6 right_child=-2 -3 3 -5 11 -7 9 -9 -10 10 -12 -13 leaf_value=-0.0026583731690673789 0.30829383445822678 -0.33510723023187544 0.10364812417463823 0.52107430791854858 -0.18995235150200981 -0.19043627738952637 -0.17664713967930187 0.40383786770430474 -0.13592163340250651 -0.044229325590462526 -0.15058048486709594 -0.11734899126566374 leaf_weight=13019 23 21 33 20 35 20 22 22 60 29 28 39 leaf_count=13019 23 21 33 20 35 20 22 22 60 29 28 39 internal_value=0 -0.00385784 -0.00333587 0.13744 -0.00411124 -0.00732712 -0.00328265 -0.00258608 -0.00326972 -0.118799 -0.096472 -0.151688 internal_weight=0 13348 13327 73 13254 53 13180 13101 13079 79 57 74 internal_count=13371 13348 13327 73 13254 53 13180 13101 13079 79 57 74 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=28 num_cat=5 split_feature=25 6 7 1 5 0 25 0 7 5 11 9 1 2 4 25 5 1 25 2 1 0 25 26 26 26 7 split_gain=18609.5 24678.9 13373.5 11433.3 55741.5 27893.9 16042.7 17300.2 11338 10472.8 10249.4 9729.04 9681.12 9417.57 9363.65 8709.54 7186.46 6723.14 5027.78 3706.82 1915.35 1014.53 791.188 3714.77 2477.66 480.487 161.832 threshold=0 85.027500000000018 22.111000000000004 21.947000000000003 25.505000000000003 35.061020000000006 1 181.87500000000003 13.237000000000004 205.12500000000003 3.5300000000000007 26.134500000000006 272.07425000000006 47.321700000000014 29.205000000000002 2 113.47200000000001 8.3918550000000014 3 69.727000000000018 26.439000000000004 235.50000000000003 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 129.81200000000004 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 2 left_child=1 2 17 6 5 12 8 9 10 13 11 15 14 16 20 -2 -8 18 25 -15 -5 -9 23 -20 -24 -1 -10 right_child=3 -3 -4 4 -6 -7 7 21 26 -11 -12 -13 -14 19 -16 -17 -18 -19 22 -21 -22 -23 24 -25 -26 -27 -28 leaf_value=-0.098004078431562947 0.1456872564456502 0.27508736455440519 -0.33681488466262821 0.054822902867668555 0.4325598017828805 0.28400064975874767 -0.0056028938659109439 -0.24642070028185845 -0.086254067699114478 -0.19144584735234577 -0.16414088555744716 -0.13744074881076812 -0.1979377146638357 0.15971028946694873 0.21222904694080352 0.047487351311577691 0.18411906194686889 -0.22124539724418096 0.044225341921947041 0.04292069249338918 -0.021279019064178652 -0.15447299106915791 -0.087267371080291117 -0.077981404945963909 2.0087341467539472e-05 -0.13575089104970295 -0.12244895253862653 leaf_weight=77 112 20 20 38 35 35 11566 20 30 30 21 24 26 42 20 530 20 28 61 77 255 30 71 42 60 60 21 leaf_count=77 112 20 20 38 35 35 11566 20 30 30 21 24 26 42 20 530 20 28 61 77 255 30 71 42 60 60 21 internal_value=0 -0.0665769 -0.0844744 -0.00108689 0.0509412 0.0152282 -0.00278699 -0.00563069 0.0421289 -0.0048446 0.0533792 0.0602379 -0.0125212 -0.00436634 0.00288084 0.0676277 -0.00527539 -0.0718258 -0.0605488 0.0841406 -0.0114091 -0.191252 -0.0277551 -0.00511038 -0.0439346 -0.106744 -0.101158 internal_weight=0 439 419 12932 409 374 12523 11785 738 11735 687 666 339 11705 313 642 11586 399 371 119 293 50 234 103 131 137 51 internal_count=13371 439 419 12932 409 374 12523 11785 738 11735 687 666 339 11705 313 642 11586 399 371 119 293 50 234 103 131 137 51 cat_boundaries=0 4 7 10 13 16 cat_threshold=67108872 64 1076035840 32 138428416 114704 17317888 0 16384 16777216 0 64 256 67108864 0 1073872896 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=15 num_cat=4 split_feature=10 4 25 2 0 0 25 24 10 24 26 26 26 0 split_gain=21912.3 22649.8 18002.5 21273.3 12399.6 24022.5 13577.2 81376.9 10948.7 10750.3 3499.7 1379.74 372.827 235.69 threshold=267.13384000000002 365.72000000000008 0 22.196000000000005 217.36500000000004 176.53925000000004 1 2 30.283500000000007 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 269.79925000000003 decision_type=2 2 9 2 2 2 9 1 2 1 2 2 2 2 left_child=1 2 3 9 5 6 7 -4 -8 12 -11 -6 -1 -13 right_child=-2 -3 4 -5 11 -7 8 -9 -10 10 -12 13 -14 -15 leaf_value=0.011663420887316686 0.3051411217191945 -0.33194062550862635 0.25782907541247385 0.23454640956152056 -0.076595503708411908 0.32959483840248799 -0.0042400318319204379 -0.023621922438452132 0.088729507005773492 -0.096798847136290181 -0.17515884627283146 -0.13946098616719246 -0.025452105498313903 -0.18551753540039062 leaf_weight=59 23 21 128 21 29 22 12216 401 128 115 113 20 50 25 leaf_count=59 23 21 128 21 29 22 12216 401 128 115 113 20 50 25 internal_value=0 -0.00378476 -0.00326767 -0.0722386 -0.00130706 -0.000567349 -0.0011316 0.0479996 -0.00327334 -0.0934993 -0.129936 -0.130384 -0.00491146 -0.165048 internal_weight=0 13348 13327 358 12969 12895 12873 529 12344 337 228 74 109 45 internal_count=13371 13348 13327 358 12969 12895 12873 529 12344 337 228 74 109 45 cat_boundaries=0 4 8 9 10 cat_threshold=67108872 64 196864 32 256 2146320 50872320 32768 161 1298 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=11 num_cat=0 split_feature=10 9 12 1 11 15 15 15 11 11 split_gain=21476 16329.5 13330.7 15697.3 12073.5 11391.7 35533 1610.1 1023.02 130.576 threshold=267.13384000000002 279.07800000000003 246.67500000000004 339.56250000000006 92.090000000000018 33.729000000000013 27.749250000000004 206.70431000000005 267.13384000000002 203.96813100000003 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=-0.0024514806633502122 0.30208968660105828 -0.27596304795958781 0.22291626746837911 -0.24461154635305757 -0.11962870802730322 -0.092651238258068369 0.39977387265725567 -0.19336984679812477 -0.18899093054589769 -0.087981002425605595 leaf_weight=13090 23 22 26 27 32 65 22 21 21 22 leaf_count=13090 23 22 26 27 32 65 22 21 21 22 internal_value=0 -0.00374516 -0.00329575 -0.00373797 -0.00324798 -0.00252902 -0.00177661 -0.117245 -0.129767 -0.106735 internal_weight=0 13348 13326 13300 13273 13198 13112 86 75 54 internal_count=13371 13348 13326 13300 13273 13198 13112 86 75 54 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=14 num_cat=5 split_feature=10 4 25 24 0 0 25 24 2 25 0 0 0 split_gain=21048.7 22157.4 15967.4 17785.9 11971.8 27557.4 13891 50868.3 16616.5 6887.32 809.813 300.521 9.6118 threshold=267.13384000000002 333.3454000000001 0 1 217.36500000000004 176.53925000000004 2 3 117.39000000000001 4 365.72000000000008 250.05000000000004 11.177000000000001 decision_type=2 2 9 1 2 2 9 1 2 9 2 2 2 left_child=1 2 3 9 5 6 7 -4 -8 -1 11 -6 -5 right_child=-2 -3 4 12 10 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=0.060459333711916266 0.29906880959220555 -0.29534950256347658 0.19968529671243151 -0.13201978623252555 -0.12192505644803697 0.36154766854785736 -0.0041248152566767298 -0.0088292910598821665 0.16553896369091398 -0.04952976161598141 -0.076420739037649968 -0.17058451040585837 -0.12473874521255493 leaf_weight=101 23 26 149 194 22 21 12152 447 58 107 21 30 20 leaf_count=101 23 26 149 194 22 21 12152 447 58 107 21 30 20 internal_value=0 -0.0037077 -0.00313852 -0.0629412 -0.00113251 -0.000406644 -0.0010002 0.0457343 -0.00331616 0.00420185 -0.128832 -0.149998 -0.125476 internal_weight=0 13348 13322 422 12900 12827 12806 596 12210 208 73 52 214 internal_count=13371 13348 13322 422 12900 12827 12806 596 12210 208 73 52 214 cat_boundaries=0 4 5 9 10 13 cat_threshold=67108872 64 1073938688 544 2331 16640 2146320 55066624 32768 161 0 64 1073872896 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=14 num_cat=3 split_feature=25 26 8 8 0 0 25 7 2 25 4 0 7 split_gain=61952.6 49278.8 21337.9 13900.6 16581.2 21586.8 18090.4 19796.3 14408.9 13292.6 10476.9 10377.7 8049.88 threshold=0 2022.5000000000002 269.79925000000003 162.18600000000004 176.53925000000004 220.33000000000001 1 25.505000000000003 86.532000000000025 2 13.106250000000001 338.28750000000008 211.12500000000003 decision_type=9 2 2 2 2 2 9 2 2 9 2 2 2 left_child=1 -1 3 4 6 -6 7 8 -2 10 -8 -7 -11 right_child=2 -3 -4 -5 5 11 9 -9 -10 12 -12 -13 -14 leaf_value=0.03248605941105815 -0.081828890440628299 0.35185408066917256 0.30892029675570404 -0.19375680631712866 0.34118256032466887 -0.080989603276707622 0.062785552997989116 0.1765396724027746 0.19153506898880004 -0.0030711551415593592 -0.14363283514976502 0.18813861598139223 0.16373897536047571 leaf_weight=103 537 91 22 38 32 38 453 34 20 11940 26 23 29 leaf_count=103 537 91 22 38 32 38 453 34 20 11940 26 23 29 internal_value=0 0.173357 -0.00225132 -0.00277283 -0.00222018 0.130833 -0.00316917 -0.0567539 -0.0720133 -0.000579046 0.0505264 0.020485 -0.00266476 internal_weight=0 194 13192 13170 13132 93 13039 591 557 12448 479 61 11969 internal_count=13386 194 13192 13170 13132 93 13039 591 557 12448 479 61 11969 cat_boundaries=0 3 7 11 cat_threshold=0 64 2097408 768 540672 65536 32 67108865 0 21495808 33280 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=14 num_cat=3 split_feature=25 26 8 25 0 0 25 10 4 7 0 5 26 split_gain=60719.8 48298.1 20913.3 13633.2 15216.9 28423.7 13610.4 14209.2 11360.7 10051.2 9982.22 5603.36 1779.26 threshold=0 2022.5000000000002 269.79925000000003 1 176.53925000000004 220.33000000000001 2 243.26250000000002 13.106250000000001 211.12500000000003 338.28750000000008 8.3918550000000014 2022.5000000000002 decision_type=9 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 12 6 -6 8 9 11 -8 -7 -5 -2 right_child=2 -3 -4 4 5 10 7 -9 -10 -11 -12 -13 -14 leaf_value=0.03216119868084065 -0.075588045396975112 0.34833555921093451 0.30583111069419167 0.053025001485677174 0.37905365816752118 -0.093673894375753713 -0.0047412812160664555 -0.27102265536785125 -0.14927787741025289 0.16496065262385778 0.16553258419036865 0.20156945864359541 -0.15428324731729798 leaf_weight=103 56 91 22 427 30 39 12426 20 27 35 24 27 59 leaf_count=103 56 91 22 427 30 39 12426 20 27 35 24 27 59 internal_value=0 0.171623 -0.00222881 -0.0027451 -0.00174645 0.125711 -0.00266228 -0.00468833 0.0489889 -0.00426463 0.00507143 0.0618591 -0.106685 internal_weight=0 194 13192 13170 13055 93 12962 12481 481 12461 63 454 115 internal_count=13386 194 13192 13170 13055 93 12962 12481 481 12461 63 454 115 cat_boundaries=0 3 7 11 cat_threshold=0 64 2097408 256 16384 81920 32 67108865 0 21495808 33280 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=16 num_cat=5 split_feature=25 26 8 8 25 24 2 5 25 25 2 26 6 26 26 split_gain=59511.4 47337 20497.1 13595.8 12636 43484.1 18452.2 15021.5 13146.2 10319 14039.3 6957.88 6784.77 4555.02 53.2875 threshold=0 2022.5000000000002 269.79925000000003 162.18600000000004 1 2 4.1660000000000013 13.770500000000002 3 4 255.10500000000002 2022.5000000000002 149.26580000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 9 9 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 13 14 12 -10 -11 -7 -6 right_child=2 -3 -4 -5 9 8 -8 -9 11 10 -12 -13 -14 -15 -16 leaf_value=0.031839587433824264 0.14598684103236159 0.34485218205294765 0.30277279767123139 -0.1915960663243344 -0.073978649992691839 -0.03007636260468027 -0.1506716621875763 -0.12342705336484043 -0.040144740767862612 -0.0034657525919810578 0.2612220525741577 -0.16521902679087042 -0.12137547398100094 0.0585468046214336 -0.084488981092462737 leaf_weight=103 349 91 22 38 95 115 25 22 87 12064 20 91 49 117 98 leaf_count=103 349 91 22 38 95 115 25 22 87 12064 20 91 49 117 98 internal_value=0 0.169907 -0.00220652 -0.00271765 -0.00217109 0.0359447 0.109525 0.130011 -0.0360389 -0.00468885 -0.00350274 -0.0985507 -0.00394273 0.0140132 -0.0754083 internal_weight=0 194 13192 13170 13132 806 396 371 410 12326 12133 178 12113 232 193 internal_count=13386 194 13192 13170 13132 806 396 371 410 12326 12133 178 12113 232 193 cat_boundaries=0 3 7 8 11 15 cat_threshold=0 64 2097408 67108865 65552 2169110528 33280 3269 1 0 2164391936 256 540672 65536 32 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=19 num_cat=4 split_feature=25 26 25 0 0 25 2 0 2 25 6 7 0 3 26 2 2 2 split_gain=58327.1 46395 16379.3 13313.6 29253 12867.1 12309.3 10736.1 10317.2 12661.1 6383.54 5805.7 5142.05 7654.89 2772.66 2619.9 4221.6 0.0492281 threshold=0 2022.5000000000002 1 176.53925000000004 220.33000000000001 2 1.1528500000000002 338.28750000000008 89.950000000000003 3 149.26580000000004 33.667500000000011 15.580500000000002 1.1888500000000002 2022.5000000000002 189.44922000000003 255.10500000000002 125.83150000000002 decision_type=9 2 9 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 -1 14 5 -5 6 12 -6 9 11 -11 -7 13 -4 -2 17 -17 -10 right_child=2 -3 3 4 7 8 -8 -9 15 10 -12 -13 -14 -15 -16 16 -18 -19 leaf_value=0.03152118599530563 -0.074243476742080289 0.34140364817210606 0.071803439545010284 0.3751569490432739 -0.10360914467647671 -0.067628523359204287 -0.13017038822174073 0.16392407894134522 0.15428015629450481 -0.0025856493730621235 -0.12464893005615058 0.10691529226303099 -0.10154310631752016 -0.081184054374694822 -0.17169353874980428 -0.031191903591156006 0.1380098563021627 0.1536104889537977 leaf_weight=103 56 91 499 30 40 404 38 24 21 11819 43 20 20 35 61 30 29 23 leaf_count=103 56 91 499 30 40 404 38 24 21 11819 43 20 20 35 61 30 29 23 internal_value=0 0.168208 -0.00218445 -0.00108584 0.117495 -0.00194536 0.0432079 -0.00328419 -0.00413452 -0.00497341 -0.00302558 -0.0580268 0.0558802 0.0617762 -0.115204 0.0955287 0.0519751 0.15393 internal_weight=0 194 13192 13075 94 12981 592 64 12389 12286 11862 424 554 534 117 103 59 44 internal_count=13386 194 13192 13075 94 12981 592 64 12389 12286 11862 424 554 534 117 103 59 44 cat_boundaries=0 3 7 11 14 cat_threshold=0 64 2097408 256 16384 81920 32 67108865 2097152 21495808 33280 512 0 1073741824 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=9 num_cat=0 split_feature=8 0 7 4 3 8 3 8 split_gain=43702.1 20761.5 32709.9 39115.2 12331.7 10479.2 11660.7 591.155 threshold=312.55000000000013 338.28750000000008 280.57800000000003 333.3454000000001 344.25000000000006 162.18600000000004 175.26000000000002 234.55500000000004 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=-0.00067820511042388301 0.46750689315795896 0.2429408268247332 0.36044541149139409 -0.44351913738250731 -0.24308205786205475 -0.18408982677459718 0.13790193010549076 -0.11212010610671272 leaf_weight=13158 20 35 25 20 21 25 61 21 leaf_count=13158 20 35 25 20 21 25 61 21 internal_value=0 -0.000294001 -0.000932604 -0.00161158 -0.000946357 -0.000563028 -3.87174e-05 -0.151234 internal_weight=0 13366 13331 13306 13286 13265 13219 46 internal_count=13386 13366 13331 13306 13286 13265 13219 46 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=12 num_cat=4 split_feature=25 10 4 25 24 1 25 0 1 4 8 split_gain=48030 36281.8 21615.7 21517.5 131424 17142.6 20680.4 16744.2 17576.6 16209.8 14711.3 threshold=0 285.62500000000006 365.72000000000008 1 2 157.57350000000002 3 2.2701700000000007 263.60184000000004 93.825000000000017 162.18600000000004 decision_type=9 2 2 9 1 2 9 2 2 2 2 left_child=-1 2 3 4 -2 6 9 8 -7 -5 -8 right_child=1 -3 -4 5 -6 7 10 -9 -10 -11 -12 leaf_value=-0.20287864116827645 0.31328282688655995 0.41342291037241619 -0.32313976605733241 -0.084712021265517579 -0.097804656767326859 0.22304324915914828 -0.0018509223613279594 0.39014133125543593 -0.10333851394328206 0.19343382401899858 -0.18932730407941911 leaf_weight=110 127 21 21 440 174 33 12218 20 33 22 42 leaf_count=110 127 21 21 440 174 33 12218 20 33 22 42 internal_value=0 -0.00190041 -0.00256613 -0.00205258 0.0801405 -0.00404361 -0.00499796 0.136664 0.0598524 -0.0699529 -0.00249114 internal_weight=0 13151 13130 13109 301 12808 12722 86 66 462 12260 internal_count=13261 13151 13130 13109 301 12808 12722 86 66 462 12260 cat_boundaries=0 4 8 9 12 cat_threshold=16384 0 524544 32768 0 16400 1113587712 32 2149 67109120 2621504 65536 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=12 num_cat=3 split_feature=25 10 4 25 8 1 25 26 8 26 8 split_gain=47155 35559.5 21185.8 19960.2 13014.7 26071.1 18051.3 5692.12 535.765 490.288 3.7741 threshold=0 285.62500000000006 365.72000000000008 1 162.18600000000004 339.56250000000006 2 2022.5000000000002 285.62500000000006 2022.5000000000002 223.50400000000005 decision_type=9 2 2 9 2 2 9 2 2 2 2 left_child=7 2 3 9 5 6 -5 -1 10 -2 -6 right_child=1 -3 -4 4 8 -7 -8 -9 -10 -11 -12 leaf_value=-0.14603827397028604 0.1280214001492756 0.40928869985398791 -0.31990836279732843 -0.11426101368871228 -0.16289582161676314 0.35801535344123842 -0.0020448864164188019 -0.28993220899786271 -0.10430650801885696 0.093440692366623307 -0.16882262078198518 leaf_weight=54 82 21 21 135 21 20 12726 56 21 82 22 leaf_count=54 82 21 21 135 21 20 12726 56 21 82 22 internal_value=0 -0.00187977 -0.00253882 -0.00203041 -0.00345631 -0.00275221 -0.00331324 -0.201019 -0.145709 0.104367 -0.165928 internal_weight=0 13151 13130 13109 12945 12881 12861 110 64 164 43 internal_count=13261 13151 13130 13109 12945 12881 12861 110 64 164 43 cat_boundaries=0 4 7 9 cat_threshold=16384 0 524544 32768 0 16400 2097152 0 64 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=15 num_cat=6 split_feature=25 9 3 25 24 8 2 24 25 1 25 26 8 26 split_gain=46216.2 29102.7 23958.2 18204.1 117512 18957 21558.5 17436 33020.5 16555.6 14175.5 5578.85 3497.92 1195.11 threshold=0 285.62500000000006 293.85000000000008 1 2 162.18600000000004 255.10500000000002 3 4 113.47200000000001 5 2022.5000000000002 246.67500000000004 2022.5000000000002 decision_type=9 2 2 9 1 2 2 1 9 2 9 2 2 2 left_child=11 2 3 4 13 6 9 10 -9 -5 -6 -1 -7 -2 right_child=1 -3 -4 5 7 12 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.14457789178247807 0.37924509926637018 0.3323705394451435 -0.28019759731908001 -0.0056331207068238843 0.01068249922990799 -0.13089680112641433 0.28937873744964598 0.15857504136526762 -0.035376138433986654 0.12292652311301468 -0.14253541998929911 -0.28703288691384449 -0.30280203676223755 0.31586174581010468 leaf_weight=54 60 26 31 12184 110 29 25 124 249 101 133 56 20 59 leaf_count=54 60 26 31 12184 110 29 25 124 249 101 133 56 20 59 internal_value=0 -0.00186186 -0.00252538 -0.00186799 0.046143 -0.00475673 -0.0039792 -0.0112045 0.0315578 -0.00457618 -0.0754967 -0.199009 -0.201062 0.320857 internal_weight=0 13151 13125 13094 735 12359 12310 616 373 12285 243 110 49 119 internal_count=13261 13151 13125 13094 735 12359 12310 616 373 12285 243 110 49 119 cat_boundaries=0 4 8 9 10 13 14 cat_threshold=16384 0 524544 32768 134217728 49168 1113849856 32 48 898 0 32784 1077936128 134217728 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=15 num_cat=6 split_feature=25 9 3 25 24 8 2 24 25 1 25 26 8 26 split_gain=45296.5 28523.6 23481.4 17841 115175 18579.7 21129.5 17116.2 32407.7 16226.2 13913.4 5467.83 3428.31 1171.32 threshold=0 285.62500000000006 293.85000000000008 1 2 162.18600000000004 255.10500000000002 3 4 113.47200000000001 5 2022.5000000000002 246.67500000000004 2022.5000000000002 decision_type=9 2 2 9 1 2 2 1 9 2 9 2 2 2 left_child=11 2 3 4 13 6 9 10 -9 -5 -6 -1 -7 -2 right_child=1 -3 -4 5 7 12 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.14313211229112413 0.37545263997713724 0.32904683443216182 -0.27739562188425371 -0.0055767894582092938 0.010584575891494752 -0.12958783182604561 0.28648495101928712 0.1571076288152097 -0.035036036045394806 0.12169725791209995 -0.14120974208091525 -0.28416255755083902 -0.29977401638031004 0.31270314349966533 leaf_weight=54 60 26 31 12184 110 29 25 124 249 101 133 56 20 59 leaf_count=54 60 26 31 12184 110 29 25 124 249 101 133 56 20 59 internal_value=0 -0.00184331 -0.00250019 -0.00184937 0.0456804 -0.00470916 -0.0039394 -0.0110939 0.0312744 -0.00453042 -0.0747938 -0.197019 -0.199052 0.317648 internal_weight=0 13151 13125 13094 735 12359 12310 616 373 12285 243 110 49 119 internal_count=13261 13151 13125 13094 735 12359 12310 616 373 12285 243 110 49 119 cat_boundaries=0 4 8 9 10 13 14 cat_threshold=16384 0 524544 32768 134217728 49168 1113849856 32 48 898 0 32784 1077936128 134217728 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=15 num_cat=3 split_feature=25 10 3 25 5 1 25 3 1 8 4 4 26 26 split_gain=44395 34465.2 30084 19808.7 24299.4 15902.8 19792.2 14290.8 15747.1 13771 9985.05 8621.96 5359.02 527.048 threshold=0 285.62500000000006 333.3454000000001 1 176.53925000000004 157.57350000000002 2 2.8170000000000006 316.3010000000001 162.18600000000004 177.71725000000004 93.825000000000017 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=12 2 3 4 10 6 11 8 -7 -8 13 -5 -1 -2 right_child=1 -3 -4 5 -6 7 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.14170079067901328 0.10890496215620241 0.40296708493005662 -0.32990866252354217 -0.080261925504125406 -0.247880311693464 -0.044633364783393019 -0.0015256953340447295 0.36601991510391235 0.28699903192974274 -0.18291178022112167 -0.11027971267700196 0.1072039402448214 -0.28132093301841193 0.13773007993112532 leaf_weight=54 143 21 28 435 21 45 12215 20 21 42 20 26 56 114 leaf_count=54 143 21 28 435 21 45 12215 20 21 42 20 26 56 114 internal_value=0 -0.00182494 -0.00247375 -0.00177399 0.0774791 -0.00367617 -0.00459548 0.131847 0.060886 -0.00214548 0.104942 -0.0682094 -0.195048 0.121691 internal_weight=0 13151 13130 13102 298 12804 12718 86 66 12257 277 461 110 257 internal_count=13261 13151 13130 13102 298 12804 12718 86 66 12257 277 461 110 257 cat_boundaries=0 4 8 11 cat_threshold=16384 0 524544 32768 0 16400 1113587712 32 67109120 2621504 65536 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=19 num_cat=4 split_feature=25 4 25 26 3 26 6 25 4 7 0 25 5 26 7 4 6 4 split_gain=44439.5 88721 42663.8 26297.9 18893.5 24115.3 14818.4 11875.6 11068.6 19239.1 15820.2 16272.3 8111.9 3928.77 2315.02 2074.83 358.771 301.321 threshold=0 18.585000000000004 1 2022.5000000000002 105.004 2022.5000000000002 176.53925000000004 2 216.24000000000004 174.00000000000003 276.84975000000003 3 10.750500000000001 2022.5000000000002 246.67500000000004 285.62500000000006 274.22475000000003 255.10500000000002 decision_type=9 2 9 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 13 9 10 11 -9 -7 -2 -11 -10 -8 -3 right_child=6 17 4 -5 -6 12 16 8 15 14 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.080779918687684193 -0.041124081611633299 0.50874897956848142 0.059643484178136606 0.38589804933782212 0.27714758002239726 -0.080663274434711121 -0.14267109634298267 0.038693580999544688 0.20910536977979874 -0.28681125450134276 -0.2507789646625519 -0.0024534847181745139 -0.29142933947699412 -0.139404136691338 -0.14246723079681398 0.078278788653287024 -0.1941206599318463 0.56237965774536136 leaf_weight=56 85 22 183 57 23 140 33 1040 27 20 25 11344 21 78 25 22 23 20 leaf_count=56 85 22 183 57 23 140 33 1040 27 20 25 11344 21 78 25 22 23 20 internal_value=0 0.0917974 0.054992 0.215609 -0.000328177 -0.0188899 -0.00148995 -0.000773494 0.000365379 -0.000224505 0.000523968 0.00103128 -0.108155 -0.0830582 -0.20662 0.150367 -0.163802 0.534287 internal_weight=0 522 480 113 367 344 12722 12666 12503 12454 12409 12384 161 163 45 49 56 42 internal_count=13244 522 480 113 367 344 12722 12666 12503 12454 12409 12384 161 163 45 49 56 42 cat_boundaries=0 3 6 9 13 cat_threshold=0 16464 2183135488 0 16384 35651840 67125248 0 589824 769 2162688 1095106560 32800 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=15 num_cat=4 split_feature=4 25 25 25 5 15 10 5 4 13 25 1 0 5 split_gain=43622.4 49015 12218.5 9338.83 34594.5 48927.8 18103.7 17026.3 8582.71 16650.7 8639.43 7440.99 7371.66 1731.89 threshold=344.25000000000006 0 1 2 8.3918550000000014 29.693200000000004 41.645000000000003 28.539500000000004 14.462000000000002 19.547250000000002 3 203.96813100000003 35.061020000000006 181.87500000000003 decision_type=2 9 9 9 2 2 2 2 2 2 9 2 2 2 left_child=1 -1 -3 4 5 6 -4 -6 10 12 -5 -12 -10 -9 right_child=-2 2 3 8 7 -7 -8 13 9 -11 11 -13 -14 -15 leaf_value=0.15713832622796448 0.3896509831527184 -0.083753952052105549 -0.0056041349619332511 -0.078984970262176116 0.42525193636233993 0.50044177551567559 0.26163830619591932 0.16999972048259918 0.016271826776202966 0.32569376993179316 -0.0027022432350997726 -0.18275429781364358 0.19796310315529508 0.072348761260509487 leaf_weight=189 29 166 1012 142 26 20 26 42 321 20 11172 23 24 32 leaf_count=189 29 166 1012 142 26 20 26 42 321 20 11172 23 24 32 internal_value=0 0.00138262 -0.000997179 0.000135312 0.0270991 0.0105293 0.0010898 0.205117 -0.00255381 0.0451733 -0.00409266 -0.00306942 0.0289112 0.127772 internal_weight=0 13215 13026 12860 1158 1058 1038 100 11702 365 11337 11195 345 74 internal_count=13244 13215 13026 12860 1158 1058 1038 100 11702 365 11337 11195 345 74 cat_boundaries=0 3 6 10 12 cat_threshold=0 16400 2097408 67125248 0 589824 769 65536 3271950336 544 0 64 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=9 num_cat=0 split_feature=4 7 0 10 7 11 17 11 split_gain=42754.4 16080.1 9763.06 14328.1 12843.9 10999.3 8728.21 636.881 threshold=344.25000000000006 285.62500000000006 365.72000000000008 282.93750000000006 211.12500000000003 92.090000000000018 154.53000000000006 252.29100000000003 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=0.0031811582072844204 0.38575447444258071 -0.2225257633626461 -0.20393734061199686 -0.26518214845657345 0.20935586754480998 -0.10593068252232941 -0.20085297334761848 -0.1728651692398957 leaf_weight=13024 29 32 23 20 30 44 21 21 leaf_count=13024 29 32 23 20 30 44 21 21 internal_value=0 0.00136875 0.00191222 0.00227199 0.00267908 0.00220613 0.0028527 -0.127556 internal_weight=0 13215 13183 13160 13140 13110 13045 65 internal_count=13244 13215 13183 13160 13140 13110 13045 65 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=17 num_cat=1 split_feature=4 7 4 13 6 24 0 8 8 3 4 26 4 4 6 8 split_gain=41903.6 15760.1 9618.11 24175.6 21341.4 16630.3 14227.5 10866.5 9777.59 8658.7 6665.3 6241.08 11800.5 2014.96 1006.08 239.36 threshold=344.25000000000006 285.62500000000006 14.462000000000002 23.944000000000003 149.26580000000004 0 365.72000000000008 162.18600000000004 92.932500000000019 21.794500000000003 93.825000000000017 2022.5000000000002 189.44922000000003 28.149000000000004 274.22475000000003 255.10500000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 9 7 8 -1 10 -4 13 -13 -7 -6 -9 right_child=-2 -3 3 -5 14 11 -8 15 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.0017896616976079134 0.38189694569028659 -0.2203005050122738 -0.022962409257888793 0.34918472852706911 -0.14490178374143747 0.084937617133061083 -0.25886314028785345 -0.16534148735219034 0.18253764295578001 0.15271552597698959 -0.16423835842382339 0.091876593345452937 0.33461305315295853 -0.031519444661262705 -0.22346910962036678 -0.12037281417846681 leaf_weight=12555 29 32 163 25 39 24 21 29 30 23 42 121 24 39 28 20 leaf_count=12555 29 32 163 25 39 24 21 29 30 23 42 121 24 39 28 20 internal_value=0 0.00135506 0.0018931 0.046764 0.000267139 0.0294234 0.00120955 0.00164184 0.00222053 -0.0299514 -0.0519068 0.091546 0.132054 0.0128452 -0.177736 -0.146987 internal_weight=0 13215 13183 461 12722 436 12655 12634 12585 228 205 208 145 63 67 49 internal_count=13244 13215 13183 461 12722 436 12655 12634 12585 228 205 208 145 63 67 49 cat_boundaries=0 1 cat_threshold=980 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=17 num_cat=2 split_feature=4 7 4 13 24 0 8 24 14 8 9 5 4 26 4 8 split_gain=41069.7 15446.5 9426.71 23694.5 16299.4 15579.8 12851.8 9455.14 17650.8 17263.1 8331.16 16346.6 3812.54 1758.68 771.486 36.4918 threshold=344.25000000000006 285.62500000000006 14.462000000000002 23.944000000000003 0 365.72000000000008 162.18600000000004 1 104.94300000000001 92.932500000000019 6.4380000000000015 6.9580000000000002 27.415980000000005 2022.5000000000002 17.847500000000007 263.60184000000004 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 5 4 12 6 7 8 -1 -9 11 -6 14 -14 -4 -8 right_child=-2 -3 3 -5 10 -7 15 9 -10 -11 -12 -13 13 -15 -16 -17 leaf_value=-0.010112867208542155 0.37807797596372411 -0.21809750273823739 -0.011688787034063628 0.34569288024902345 0.039531299144932718 -0.26562089009718465 -0.1611291202428666 0.0078237473540858447 0.2875351082086563 0.30201449441909789 0.28902494102716447 0.32409962933996445 -0.014490105329819446 -0.086255102517704171 0.051675067233002706 -0.1440107011795044 leaf_weight=5186 29 32 33 25 165 22 33 7421 20 20 20 23 53 96 46 20 leaf_count=5186 29 32 33 25 165 22 33 7421 20 20 20 23 53 96 46 20 internal_value=0 0.00134151 0.00187417 0.0462964 0.0291292 0.000264468 0.000725056 0.00137627 -0.00895219 0.00860291 0.0906305 0.0743455 -0.0296519 -0.060728 0.0252066 -0.154669 internal_weight=0 13215 13183 461 436 12722 12700 12647 5206 7441 208 188 228 149 79 53 internal_count=13244 13215 13183 461 436 12722 12700 12647 5206 7441 208 188 228 149 79 53 cat_boundaries=0 1 2 cat_threshold=980 2442 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=12 num_cat=3 split_feature=8 25 6 3 25 24 6 0 26 26 26 split_gain=53386.1 58121 41621.6 30267.7 27168.2 15914.5 11325.8 11118.5 6811.08 282.577 254.642 threshold=312.55000000000013 0 316.3010000000001 344.25000000000006 1 2 228.18750000000003 315.60100000000006 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 1 2 2 2 2 2 left_child=1 8 3 4 5 10 7 -6 -1 -7 -3 right_child=-2 2 -4 -5 6 9 -8 -9 -10 -11 -12 leaf_value=0.11601805548335231 0.49348321741277523 0.024572131633758546 0.45374052023887634 0.37654287746974396 -0.0011018918712726179 -0.14321296297586883 -0.20574030218300998 0.22390098701823843 0.23767224701968107 -0.1670700047643561 -0.0070832453171412145 leaf_weight=86 22 54 20 21 12652 104 27 22 99 95 48 leaf_count=86 22 54 20 21 12652 104 27 22 99 95 48 internal_value=0 0.000464176 -0.00209661 -0.00279826 -0.00341095 -0.0957521 -0.00114628 -0.000711324 0.171831 -0.147205 0.0088116 internal_weight=0 13228 13043 13023 13002 301 12701 12674 185 199 102 internal_count=13250 13228 13043 13023 13002 301 12701 12674 185 199 102 cat_boundaries=0 3 7 8 cat_threshold=0 16384 18874624 0 2097216 524288 32768 1046 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=15 num_cat=4 split_feature=8 25 24 6 26 7 25 24 0 10 7 26 26 26 split_gain=52323.7 57930.1 251144 40817.3 25587.7 19972.9 23201.8 22210.2 12814.6 13228.7 8912.46 2059.99 982.147 4.25829 threshold=312.55000000000013 0 1 316.3010000000001 2022.5000000000002 198.34750000000003 2 3 338.28750000000008 233.43000000000004 255.10500000000002 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 4 5 -1 6 7 13 9 -8 -7 -9 -4 -3 right_child=-2 3 12 -5 -6 10 8 11 -10 -11 -12 -13 -14 -15 leaf_value=0.37102356372995582 0.48854838284579188 0.036509272341142623 -0.17198463721821708 0.44920310401916502 0.68877319179881713 0.35346899622962591 -0.0015148981469878715 -0.12548850976503814 0.25135571479797364 -0.23177492702007294 0.082964040986422835 -0.18972696547706921 -0.23471327694562769 0.032394234551323786 leaf_weight=47 22 57 48 20 55 21 12609 104 20 25 29 96 52 45 leaf_count=47 22 57 48 20 55 21 12609 104 20 25 29 96 52 45 internal_value=0 0.000459534 0.164435 -0.00220785 0.493934 -0.00290371 -0.00367354 -0.0888648 -0.0015689 -0.00197053 0.196576 -0.148879 -0.186003 0.0315962 internal_weight=0 13228 202 13026 102 13006 12956 302 12654 12634 50 200 100 102 internal_count=13250 13228 202 13026 102 13006 12956 302 12654 12634 50 200 100 102 cat_boundaries=0 4 5 9 10 cat_threshold=0 16384 18874624 32 573 0 2097216 524288 32768 58 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=12 num_cat=1 split_feature=8 3 12 7 24 0 0 3 3 2 3 split_gain=51282.5 15886.8 11447.7 11987.1 8898.47 13630.6 11454.2 8511.88 6544.92 5070.25 4785.29 threshold=312.55000000000013 216.24000000000004 246.67500000000004 255.10500000000002 0 338.28750000000008 217.36500000000004 365.72000000000008 58.223000000000006 93.825000000000017 272.07425000000006 decision_type=2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -6 10 9 -1 -3 right_child=-2 7 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.018565316549045439 0.48366291392933242 0.13710136741399764 0.2329264261609032 -0.18826307521146887 0.0035547042675017682 0.22783649373937537 -0.15126306929315131 -0.02381605102902367 0.16128687775135042 -0.14538683451712131 0.33137204647064211 leaf_weight=2120 22 32 21 34 10852 27 48 21 20 32 21 leaf_count=2120 22 32 21 34 10852 27 48 21 20 32 21 internal_value=0 0.000454939 -0.000367036 -0.000740078 -0.00025334 0.00342568 0.00287294 0.146566 -0.0186916 -0.0204511 0.214077 internal_weight=0 13228 13154 13133 13099 10927 10900 74 2172 2152 53 internal_count=13250 13228 13154 13133 13099 10927 10900 74 2172 2152 53 cat_boundaries=0 1 cat_threshold=384 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 9 26 26 26 split_gain=55459.9 52882.4 240623 27169.5 24057 22158.6 21000.9 22097.2 17292.1 24583.5 10488.7 3565.51 3205.83 1402.83 threshold=293.85000000000008 0 1 2022.5000000000002 227.60400000000001 290.58750000000009 2 3 198.34750000000003 255.10500000000002 155.50120000000001 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=0.34934679215153064 0.41704945623874667 0.091561566635414399 -0.16570974438114369 0.67492680178989062 -0.27197740087398525 0.32293699854896185 -0.00025636410969207593 -0.10974320381879807 0.45616270327568054 -0.028255423849279229 -0.14684756588875031 -0.19425620440393687 -0.018994626017177808 -0.24075356582425678 leaf_weight=48 32 54 47 55 33 21 12565 104 20 22 49 96 51 53 leaf_count=48 32 54 47 55 33 21 12565 104 20 22 49 96 51 53 internal_value=0 0.000238035 0.156532 0.476899 -0.00231823 -0.00163455 -0.00216044 -0.0828136 -0.000151201 0.20242 -0.000825808 -0.143152 0.0345704 -0.186803 internal_weight=0 13218 203 103 13015 12982 12961 305 12656 42 12614 200 105 100 internal_count=13250 13218 203 103 13015 12982 12961 305 12656 42 12614 200 105 100 cat_boundaries=0 4 5 9 10 cat_threshold=0 16384 18874624 32 697 16384 64 917504 32768 51 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=14 num_cat=5 split_feature=4 25 24 26 6 8 25 24 6 6 25 26 26 split_gain=54356.2 51830 242605 25018 18504.7 23428.6 19152.8 22476 11193.1 13377.3 7920.67 966.294 949.142 threshold=293.85000000000008 0 1 2022.5000000000002 316.3010000000001 269.79925000000003 2 3 228.18750000000003 183.80721500000004 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 9 1 2 2 9 2 2 left_child=1 2 3 -1 5 6 7 12 9 -8 -9 -4 -3 right_child=-2 4 11 -5 -6 -7 8 10 -10 -11 -12 -13 -14 leaf_value=0.36169001187415833 0.41287896454334261 0.088295651844569625 -0.16893637428681058 0.67722015305801675 0.30164635610580443 0.30306871337890628 -0.0011077242274143402 -0.0487371703092154 -0.20839545153654537 0.25772325146198272 -0.16176706137328314 -0.23060115169595791 0.027696334073940912 leaf_weight=47 32 56 48 54 20 25 12512 144 26 20 164 54 48 leaf_count=47 32 56 48 54 20 25 12512 144 26 20 164 54 48 internal_value=0 0.000235654 0.154967 0.482606 -0.00229505 -0.0027646 -0.0033541 -0.0696185 -0.00112378 -0.000694652 -0.112116 -0.183584 0.0550349 internal_weight=0 13218 203 101 13015 12995 12970 412 12558 12532 308 102 104 internal_count=13250 13218 203 101 13015 12995 12970 412 12558 12532 308 102 104 cat_boundaries=0 4 5 9 10 13 cat_threshold=0 16384 18874624 32 825 16384 2097216 917504 32768 50 0 2097152 393216 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=25 num_cat=6 split_feature=25 6 15 7 10 25 0 1 25 11 6 6 25 10 2 1 25 25 10 26 26 6 6 26 split_gain=18926.1 17804.5 40811.7 20322.9 19049.6 16802.9 27169.9 16767.7 16119.1 11442.1 10267.6 18982.4 7302.9 3957.71 16329.4 2620.23 2484.41 2297.73 957.534 921.904 549.73 218.708 656.197 96.7832 threshold=0 2.8373970000000006 32.879500000000014 218.62500000000003 41.645000000000003 1 259.57500000000005 15.580500000000002 2 42.767500000000005 228.18750000000003 121.76350000000002 3 30.283500000000007 0.46289950000000007 67.575000000000003 4 5 36.358250000000005 2022.5000000000002 2022.5000000000002 39.872500000000009 25.910000000000004 2022.5000000000002 decision_type=9 2 2 2 2 9 2 2 9 2 2 2 9 2 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 4 8 23 12 10 16 -10 11 21 19 15 18 17 -1 -14 -15 -7 -17 22 -3 -2 right_child=5 7 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.072721591511288208 -0.09060380965471268 -0.11777651517621932 0.44968468566735587 -0.26759973894466055 0.25963699392778311 -0.053391311498788688 0.36559893012046812 0.19558147287368777 0.052804891342667325 -0.1632801561355591 -0.26181264972686769 0.21217978405952453 0.00087368684494214689 0.054540535211563108 0.31580255490541459 0.096721702416737887 -0.010707329150957939 -0.008280039313671949 -0.022250342570966287 -0.10625234390372662 0.035452296659350395 -0.10944310551104339 -0.19124586784839628 -0.1045601728124526 leaf_weight=101 96 31 24 22 38 65 20 20 1238 25 35 20 5978 22 20 27 185 5058 62 67 32 23 20 103 leaf_count=101 96 31 24 22 38 65 20 20 1238 25 35 20 5978 22 20 27 185 5058 62 67 32 23 20 103 internal_value=0 0.0306364 0.0403563 0.0342507 0.0384352 -0.00429016 -0.00265175 -0.0738349 0.0330087 0.0481465 -0.115605 -0.0611658 -0.00330408 -0.00239533 0.0590041 -0.00297302 -0.0343244 -0.00332834 -0.00213845 -0.0745728 0.0634908 -0.135043 -0.146588 -0.0931467 internal_weight=0 1782 1633 1609 1587 11550 11351 149 1549 1263 129 94 11331 11199 104 11095 286 11036 84 132 59 74 51 199 internal_count=13332 1782 1633 1609 1587 11550 11351 149 1549 1263 129 94 11331 11199 104 11095 286 11036 84 132 59 74 51 199 cat_boundaries=0 4 7 10 12 15 19 cat_threshold=201343744 114704 3272559616 32800 0 2097152 6291712 67108864 0 2164260864 0 64 0 0 16777216 2169025720 190327425 9441282 56627200 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=14 num_cat=3 split_feature=5 25 6 25 24 8 0 5 14 2 0 9 6 split_gain=31962.8 25443.4 25401.3 24340.4 46145.7 24454.2 32096.5 16638.2 16203.8 11962.8 10509.4 7822.5 350.277 threshold=280.57800000000003 0 228.18750000000003 1 2 2.1940000000000004 176.53925000000004 38.528000000000006 154.53000000000006 207.80256000000003 269.79925000000003 174.51000000000002 280.57800000000003 decision_type=2 9 2 9 1 2 2 2 2 2 2 2 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=-0.12539374736525258 0.28625365134997244 0.12326431359069935 -0.1984496423945977 -0.0016334870129403412 -0.040938156156294182 -0.148089280128479 0.52400489262172156 0.23422704715728759 0.27561186665580389 0.20893619108200073 -0.23144905316829684 -0.16606893420219421 -0.25142802258332569 leaf_weight=151 39 414 26 12055 456 31 21 25 21 20 20 29 24 leaf_count=151 39 414 26 12055 456 31 21 25 21 20 20 29 24 internal_value=0 -0.000445333 0.0010849 0.00194489 0.0499605 0.120682 0.14261 -0.0168951 -0.00192409 -0.0304392 -0.00240719 -0.00202811 -0.223879 internal_weight=0 13293 13142 13092 967 466 435 501 12125 476 12104 12084 50 internal_count=13332 13293 13142 13092 967 466 435 501 12125 476 12104 12084 50 cat_boundaries=0 3 7 8 cat_threshold=0 64 256 67126016 81936 34473984 32800 3298 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=11 num_cat=1 split_feature=5 4 6 1 11 24 4 0 11 6 split_gain=31326.9 23953.6 19376.2 26218.7 11665.3 10482.3 22254.1 14711.5 2380.16 1017.72 threshold=280.57800000000003 365.72000000000008 228.18750000000003 339.56250000000006 184.96521500000003 0 216.24000000000004 200.13000000000002 246.67500000000004 316.3010000000001 decision_type=2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 -4 right_child=-2 -3 9 -5 8 7 -8 -9 -10 -11 leaf_value=0.0099343362878908745 0.28339111083593127 -0.33013867464932534 -0.22223061305799466 -0.3293440989653269 -0.24056463462114333 -0.0058111687523977945 0.3440142022371292 -0.20851922326617772 -0.094204023803770534 -0.13233123493194579 leaf_weight=6565 39 22 34 24 20 6527 20 36 25 20 leaf_count=6565 39 22 34 24 20 6527 20 36 25 20 internal_value=0 -0.000441823 0.000104732 0.000877079 0.0014778 0.00202791 0.0109324 -0.00691255 -0.159253 -0.188935 internal_weight=0 13293 13271 13217 13193 13148 6585 6563 45 54 internal_count=13332 13293 13271 13217 13193 13148 6585 6563 45 54 cat_boundaries=0 1 cat_threshold=3123 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=33 num_cat=10 split_feature=25 24 15 25 25 24 6 0 1 11 25 0 14 25 4 25 2 24 18 25 0 4 0 0 1 10 10 1 26 26 26 26 split_gain=18274.7 33569.8 40284.1 23345.6 23204.8 33354.7 21629.1 19021.7 18622.3 16753.2 16315.7 26753.4 14770.8 13039.6 16642.5 10712.8 15469.9 9829.6 7323.19 10457.2 4856.26 4322.29 4261.37 3754 3977.17 3195.62 5181.71 3185.86 2611.76 469.664 354.306 93.4758 threshold=0 1 23.693750000000005 2 3 4 30.232500000000005 5.3227500000000001 11.982500000000002 42.767500000000005 5 259.57500000000005 65.112000000000009 6 18.585000000000004 7 174.00000000000003 8 62.425150000000009 9 7.221000000000001 36.89500000000001 12.195500000000001 23.577750000000005 2.1940000000000004 30.283500000000007 36.358250000000005 67.575000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 9 1 2 2 2 2 9 2 2 9 2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 29 7 8 -1 13 31 18 15 20 -15 16 17 -6 19 28 -5 22 -17 24 30 27 -27 -21 -12 -3 -7 -2 right_child=10 4 -4 9 12 23 -8 -9 -10 -11 11 -13 -14 14 -16 21 -18 -19 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 leaf_value=0.03006357123665776 -0.089433326373497643 0.17314802022047446 0.52325462055206307 0.047492748955627544 -0.049299240620930995 0.024760948280235388 -0.31111629343032837 0.27695215497698106 -0.23200156211853029 -0.13860984729683917 -0.05168818165705754 0.36268175542354586 0.23221991109848023 0.23435089711392862 -0.069889903783798224 -0.080151329331120624 -0.27271619534492497 0.056769497202470973 0.18779699733853342 -0.0035274510133860917 0.21312698888778689 -0.22290339779853821 0.066384247030530669 -0.15581553795933725 -0.12659074201583864 0.17521711156918454 0.010516015328466893 0.072772010152990174 -0.14133296218285193 0.21035095999791073 -0.0076527388095855714 -0.10314914758922986 leaf_weight=282 96 71 20 154 140 77 20 28 30 23 65 20 20 178 20 361 20 201 20 10934 20 20 21 20 25 26 72 55 65 65 60 103 leaf_count=282 96 71 20 154 140 77 20 28 30 23 65 20 20 178 20 361 20 201 20 10934 20 20 21 20 25 26 72 55 65 65 60 103 internal_value=0 0.0292301 0.0792616 0.06855 -0.0063838 0.0644289 0.00824382 0.0272722 0.004865 0.120259 -0.00436078 -0.00273282 -0.0355928 0.139498 0.19383 -0.0430793 -0.00234729 0.0134413 -0.00338563 -0.00372651 0.0629153 -0.0776666 -0.0720957 -0.0251753 -0.0106009 -0.0026362 0.0542122 -0.00314557 -0.089617 0.177852 0.0105652 -0.0919137 internal_weight=0 1876 775 755 1101 318 360 340 312 395 11456 11257 783 372 198 763 361 341 11237 11217 174 402 382 182 162 11087 98 10989 130 136 137 199 internal_count=13332 1876 775 755 1101 318 360 340 312 395 11456 11257 783 372 198 763 361 341 11237 11217 174 402 382 182 162 11087 98 10989 130 136 137 199 cat_boundaries=0 4 5 8 12 13 16 19 21 22 24 cat_threshold=201343752 114832 3272559616 32800 3121 16904 32784 17301504 16896 0 524288 32768 194 0 2097152 6291712 134217728 65536 1024 134217992 65552 896 0 64 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=15 num_cat=3 split_feature=5 25 6 25 24 8 0 8 0 4 26 5 7 6 split_gain=30569 24602.6 24456.2 23544.8 46402.3 25164.3 29498.3 17690.6 10453.7 10176 9105.81 7806.8 5557.08 348.216 threshold=280.57800000000003 0 228.18750000000003 1 2 2.1940000000000004 176.53925000000004 15.587750000000002 269.79925000000003 263.60184000000004 2022.5000000000002 172.87500000000003 2.1690000000000005 280.57800000000003 decision_type=2 9 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 12 9 11 -1 -5 -6 -4 right_child=-2 2 13 8 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.052258122289502947 0.27993890175452601 0.13258050074320676 -0.19431970422657635 -0.0012935529210658945 -0.02371822198129071 -0.15153911541248191 0.51835857255118234 0.2709242174625397 -0.23005295616388322 -0.22118417649042038 -0.20759931124650038 0.14826991639818465 -0.16961677176611764 -0.2471420131623745 leaf_weight=74 39 353 26 12179 386 29 21 20 20 21 77 35 28 24 leaf_count=74 39 353 26 12179 386 29 21 20 20 21 77 35 28 24 internal_value=0 -0.000439392 0.00106534 0.00190919 0.0528994 0.129036 0.154242 -0.0191127 -0.00161522 -0.00124312 -0.123306 -0.000864969 -0.0335858 -0.219674 internal_weight=0 13293 13142 13092 837 403 374 434 12255 12235 151 12214 414 50 internal_count=13332 13293 13142 13092 837 403 374 434 12255 12235 151 12214 414 50 cat_boundaries=0 3 7 8 cat_threshold=0 64 256 67126016 16400 34209792 32800 3298 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=9 num_cat=0 split_feature=4 10 6 9 11 0 0 11 split_gain=61776.7 11502.7 16343.3 15275 14846.2 18532.1 14251 691.465 threshold=344.25000000000006 273.29900000000004 316.3010000000001 279.07800000000003 92.090000000000018 338.28750000000008 228.56250000000003 211.12500000000003 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=0.003437790227240483 0.48102883798104751 -0.23164626723244078 0.26329690277576445 -0.24994633485873541 -0.11467228103767742 0.30748700332641604 -0.18329143111298724 -0.17940786274432236 leaf_weight=13052 27 21 24 24 33 20 41 33 leaf_count=13052 27 21 24 24 33 20 41 33 internal_value=0 0.00220834 0.00257962 0.00210569 0.0025647 0.00331769 0.00285306 -0.14704 internal_weight=0 13248 13227 13203 13179 13113 13093 66 internal_count=13275 13248 13227 13203 13179 13113 13093 66 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=18 num_cat=5 split_feature=25 1 1 3 25 24 26 1 2 15 15 2 25 3 24 1 26 split_gain=70626.4 19037.2 21980.5 81284.3 15505.6 37938.1 24626.5 11076.8 10660.3 10357.4 23283.2 9938.99 9141.65 7330.22 4635.64 4068.25 32.8343 threshold=0 272.07425000000006 113.47200000000001 2.8170000000000006 1 2 2022.5000000000002 199.12500000000003 233.80500000000004 32.879500000000014 51.473000000000006 11.972000000000001 3 36.127320000000005 4 6.3720000000000008 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 2 9 2 1 2 2 left_child=15 2 4 7 5 13 -7 -4 9 12 -11 -8 -6 14 -2 16 -1 right_child=1 -3 3 -5 8 6 11 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.21699487198723688 0.024720413171692403 -0.22624752022124625 0.10635934747968401 0.70112714040847057 -0.063801440335502307 0.04287667113321799 0.18868833030453164 -0.15550022474924724 -0.19755495991025651 0.39722861624899369 0.0086207692684798411 0.42802485251426697 -0.0017168416028562306 -0.21012357303074428 -0.051854219313930063 0.065452760060628251 0.20830171431813921 leaf_weight=90 141 37 35 21 232 162 131 30 28 21 58 20 11983 21 160 21 84 leaf_count=90 141 37 35 21 232 162 131 30 28 21 58 20 11983 21 160 21 84 internal_value=0 0.000261266 0.00090402 0.160247 -0.000153593 0.0476429 0.124535 -0.0144989 -0.00265324 -0.0022115 0.111922 0.220389 -0.00294965 -0.0285995 -0.0168852 0.187324 0.212798 internal_weight=0 13080 13043 86 12957 635 313 65 12322 12294 79 151 12215 322 301 195 174 internal_count=13275 13080 13043 86 12957 635 313 65 12322 12294 79 151 12215 322 301 195 174 cat_boundaries=0 4 8 9 12 13 cat_threshold=0 16448 256 32768 67109376 32768 1076035584 32 918 256 16 16777216 22 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=14 num_cat=2 split_feature=25 1 1 25 2 4 1 4 1 2 4 1 26 split_gain=69221.4 18658.2 21620.1 14770.6 21771 30804.9 23425.1 14021.4 12256.6 11274.2 13879.1 3987.29 32.1808 threshold=0 272.07425000000006 148.98750000000004 1 68.310000000000016 36.89500000000001 21.947000000000003 255.10500000000002 216.24000000000004 233.80500000000004 149.69580000000005 6.3720000000000008 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 9 -4 10 -5 12 -1 right_child=1 -3 8 7 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.21482492436303033 0.035313922150328587 -0.22398504772701777 0.33320751206080118 -0.0020673600359000792 0.29355575729818906 -0.27354560267540717 0.32702984004185121 -0.239004127407074 0.047356445550918579 -0.20605919661345304 0.19456987116071914 0.064798237936837338 0.20621870392844791 leaf_weight=90 542 37 30 12259 34 31 29 25 30 27 36 21 84 leaf_count=90 542 37 30 12259 34 31 29 25 30 27 36 21 84 internal_value=0 0.000257946 0.00089427 1.9028e-05 0.0466331 0.033462 0.0501296 -0.0024179 0.190282 -0.00193985 -0.0014916 0.185451 0.21067 internal_weight=0 13080 13043 12983 636 602 571 12347 60 12322 12295 195 174 internal_count=13275 13080 13043 12983 636 602 571 12347 60 12322 12295 195 174 cat_boundaries=0 4 8 cat_threshold=0 16448 256 32768 67109376 32768 1076035584 32 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=16 num_cat=4 split_feature=25 1 1 25 24 26 4 1 2 4 2 3 24 1 26 split_gain=67843.9 18286.9 21189.8 14476.7 37712 24125 13742.4 12012.7 11049.8 13602.9 9578.16 7109.7 4737.33 3907.94 31.5405 threshold=0 272.07425000000006 148.98750000000004 1 2 2022.5000000000002 255.10500000000002 216.24000000000004 233.80500000000004 149.69580000000005 11.972000000000001 36.127320000000005 3 6.3720000000000008 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 1 2 2 left_child=13 2 3 4 11 -6 8 -4 9 -5 -7 12 -2 14 -1 right_child=1 -3 7 6 5 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.21267666657765705 0.02403573232770756 -0.2217451981918232 0.32987543392181395 -0.0020466863544722704 0.042048107157518839 0.18662381479758341 -0.23661408224105834 0.04688288593292237 -0.20399860664650246 0.19262417614459992 0.42157561230659485 -0.20846618379865373 -0.053326827353901332 0.064150248027983164 0.2041565067427499 leaf_weight=90 141 37 30 12259 162 131 25 30 27 36 20 21 161 21 84 leaf_count=90 141 37 30 12259 162 131 25 30 27 36 20 21 161 21 84 internal_value=0 0.000255367 0.000885327 1.88378e-05 0.0461668 0.122882 -0.00239372 0.188379 -0.00192045 -0.00147669 0.217743 -0.0296315 -0.0181771 0.183596 0.208563 internal_weight=0 13080 13043 12983 636 313 12347 60 12322 12295 151 323 302 195 174 internal_count=13275 13080 13043 12983 636 313 12347 60 12322 12295 151 323 302 195 174 cat_boundaries=0 4 8 9 10 cat_threshold=0 16448 256 32768 67109376 32768 1076035584 32 918 22 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=20 num_cat=5 split_feature=25 25 24 2 4 4 4 26 4 5 0 26 24 24 2 16 0 26 26 split_gain=66494 15805.1 61839.6 33975.1 32209.9 18660.5 19828.1 17319.6 15363.7 24469.3 12093.3 12043.5 10021.5 9692.19 9651.68 11223.5 1143.79 2475.16 770.078 threshold=0 1 2 11.555000000000001 18.794500000000003 255.10500000000002 149.69580000000005 2022.5000000000002 131.43000000000004 38.528000000000006 140.32000000000002 2022.5000000000002 3 4 199.12500000000003 170.05500000000004 217.36500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 9 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 left_child=18 2 3 4 7 6 10 -2 9 11 14 13 -13 -4 15 -3 -12 -18 -1 right_child=1 5 8 -5 -6 -7 -8 -9 -10 -11 16 12 -14 -15 -16 -17 17 -19 -20 leaf_value=0.21105574598017426 0.092418168832447911 -0.0018040562514885557 -0.043142055019618958 0.56793333387374878 -0.24529636049270628 -0.28713297180507491 0.24276443947445261 0.26885181167750682 -0.27856758356094363 0.2964241918563843 -0.077793776255387526 -0.0029779897424263685 -0.13631269933787857 0.076537297146545877 -0.15898030262727003 0.23528283202648162 -0.083095564625479956 -0.22853053364753723 0.17131044884117283 leaf_weight=97 121 12096 117 20 20 23 33 103 22 25 26 113 117 138 39 20 22 25 98 leaf_count=97 121 12096 117 20 20 23 33 103 22 25 26 113 117 138 39 20 22 25 98 internal_value=0 0.000252589 0.043151 0.165427 0.139215 -0.00256005 -0.00202832 0.173546 -0.0194602 -0.00866455 -0.00268895 -0.0243908 -0.0768609 0.0229352 -0.00191826 -0.00141269 -0.131014 -0.160455 0.18176 internal_weight=0 13080 796 264 244 12284 12261 224 532 510 12228 485 230 255 12155 12116 73 47 195 internal_count=13275 13080 796 264 244 12284 12261 224 532 510 12228 485 230 255 12155 12116 73 47 195 cat_boundaries=0 4 8 9 10 11 cat_threshold=0 16448 256 32768 768 32768 3223519232 544 1121 142 156 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=88529.7 34045.6 41399.6 21816.8 16993.2 26780.2 11129.4 697.039 threshold=273.29900000000004 365.72000000000008 272.07425000000006 272.07425000000006 0 316.3010000000001 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=0.13936556787633186 0.64774790979567032 -0.37073039550781256 0.43208366003903481 -0.24791402591599357 -0.061126014001598304 0.34603602604432537 -0.0016859391912693517 0.092840180550852122 leaf_weight=67 21 25 22 36 313 22 12803 62 leaf_count=67 21 25 22 36 313 22 12803 62 internal_value=0 -0.00204694 -0.00135522 -0.00207203 -0.00140493 -0.00256563 -0.00315231 0.108587 internal_weight=0 13350 13325 13303 13267 13138 13116 129 internal_count=13371 13350 13325 13303 13267 13138 13116 129 cat_boundaries=0 4 7 cat_threshold=0 16384 6815744 32768 67108864 524352 256 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=9 num_cat=1 split_feature=10 6 1 8 25 26 5 7 split_gain=86768.1 14594.7 21135.9 17987.3 17261.2 14710.6 9745.27 10247 threshold=273.29900000000004 316.3010000000001 339.56250000000006 285.62500000000006 0 2022.5000000000002 335.87040000000007 280.57800000000003 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 -1 7 -6 right_child=-2 -3 -4 -5 6 -7 -8 -9 leaf_value=0.24655263194331414 0.64127048282396237 0.2346671175956726 -0.28199268694277163 0.29051391601562498 -0.0034168976887682849 0.0031982166870780614 -0.2090853616465693 0.21765555586133684 leaf_weight=54 21 26 27 21 13132 46 23 21 leaf_count=54 21 26 27 21 13132 46 23 21 internal_value=0 -0.00202694 -0.00248881 -0.00192127 -0.00238385 0.122372 -0.00342097 -0.00306393 internal_weight=0 13350 13324 13297 13276 100 13176 13153 internal_count=13371 13350 13324 13297 13276 100 13176 13153 cat_boundaries=0 4 cat_threshold=256 16384 524288 32768 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=8 num_cat=0 split_feature=10 4 4 3 15 6 15 split_gain=85041.4 33370.3 40551.3 21367.4 15187.2 28344.2 14145.9 threshold=273.29900000000004 365.72000000000008 272.07425000000006 272.07425000000006 95.142500000000013 316.3010000000001 32.879500000000014 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=-0.0020287183258838369 0.63485775201093586 -0.36701542968750001 0.42765335603193805 -0.24532769110467698 -0.20648600722352664 0.35782736864956943 0.17176777564464732 leaf_weight=13162 21 25 22 36 36 22 47 leaf_count=13162 21 25 22 36 36 22 47 internal_value=0 -0.00200667 -0.00132185 -0.00203127 -0.00137109 -0.000812992 -0.00141032 internal_weight=0 13350 13325 13303 13267 13231 13209 internal_count=13371 13350 13325 13303 13267 13231 13209 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=12 num_cat=4 split_feature=8 6 1 25 24 26 3 25 24 5 26 split_gain=35107.1 27251.4 16088.1 14359.6 82287 35099.8 16045.7 11631.7 28360.1 13841 110.975 threshold=355.00000000000006 316.3010000000001 339.56250000000006 0 1 2022.5000000000002 333.3454000000001 2 3 228.56250000000003 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 1 2 2 left_child=1 2 3 4 5 -1 7 8 -5 -9 -6 right_child=-2 -3 -4 6 10 -7 -8 9 -10 -11 -12 leaf_value=0.45510853120258882 0.41766001510620115 0.31575153456793892 -0.25077562474287474 0.057988277283208128 -0.12144833087921143 0.10260797078149361 0.26074544160262397 -0.0016054372876444919 -0.14708100280542483 -0.17927187887105075 -0.14201792155995088 leaf_weight=56 20 27 26 106 54 57 23 12743 164 44 51 leaf_count=56 20 27 26 106 54 57 23 12743 164 44 51 internal_value=0 -0.00162352 -0.00226666 -0.00178078 0.0769018 0.254754 -0.00314854 -0.0036158 -0.0673766 -0.00221505 -0.12001 internal_weight=0 13351 13324 13298 218 113 13080 13057 270 12787 105 internal_count=13371 13351 13324 13298 218 113 13080 13057 270 12787 105 cat_boundaries=0 4 5 8 9 cat_threshold=256 16384 17301504 32768 441 67108864 64 1073742080 3346 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=9 num_cat=0 split_feature=10 15 6 1 8 15 15 5 split_gain=83234.8 15835.2 27373.5 16778.1 17201.4 13937.5 21770.1 10520.7 threshold=273.29900000000004 95.142500000000013 316.3010000000001 339.56250000000006 285.62500000000006 32.879500000000014 46.655499999999996 335.87040000000007 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=-0.0021729722877913988 0.62808640724136722 -0.20856591113264095 0.35104524330659348 -0.25576710760593413 0.28448676336379281 0.40943047980467479 -0.023465160773350646 -0.21173499544461569 leaf_weight=13173 21 37 22 26 21 21 26 24 leaf_count=13173 21 37 22 26 21 21 26 24 internal_value=0 -0.00197662 -0.00140246 -0.00198585 -0.00148843 -0.00194188 0.169956 -0.00255408 internal_weight=0 13350 13313 13291 13265 13244 47 13197 internal_count=13371 13350 13313 13291 13265 13244 47 13197 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=11 num_cat=3 split_feature=4 4 25 24 25 15 15 14 10 15 split_gain=35884.3 76095.8 31608.3 34664.7 28589.3 11321.6 26461.4 12557.3 28419 5666.63 threshold=365.72000000000008 272.07425000000006 0 1 2 32.879500000000014 48.836373000000002 154.53000000000006 255.10500000000002 118.09000000000002 decision_type=2 2 9 1 9 2 2 2 2 2 left_child=1 2 3 -1 -4 7 -7 8 -6 -8 right_child=-2 -3 4 -5 5 6 9 -9 -10 -11 leaf_value=-0.22810175411517805 -0.41456185022989905 0.61550330209732051 0.15485400941191602 -0.0078550981525536429 -0.0013967389490346944 0.41298072949051856 -0.086519670563359408 0.24876517105102541 -0.36957112377598172 0.10973887876740523 leaf_weight=120 21 20 109 172 12710 22 31 20 21 28 leaf_count=120 21 20 109 172 12710 22 31 20 21 28 internal_value=0 -0.00086073 -0.00179229 -0.102923 0.000568724 -0.000861399 0.11699 -0.00161072 -0.00200405 0.00661998 internal_weight=0 13253 13233 292 12941 12832 81 12751 12731 59 internal_count=13274 13253 13233 292 12941 12832 81 12751 12731 59 cat_boundaries=0 4 5 9 cat_threshold=67108864 16448 2097152 32 709 16384 0 524544 32768 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=11 num_cat=2 split_feature=14 10 25 26 25 26 8 16 8 1 split_gain=25515.7 31612.3 30883.4 44906.6 25484 13049.8 11590.6 9567.92 8450.72 3583.46 threshold=182.65800000000004 279.07800000000003 0 2022.5000000000002 1 2022.5000000000002 269.79925000000003 205.15175000000002 162.18600000000004 8.3918550000000014 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 8 -6 -7 right_child=-2 -3 4 -5 6 9 -8 -9 -10 -11 leaf_value=-0.019064491868019104 0.3176709005355835 -0.39937197828292847 -0.028288291404987204 0.37843368918807424 -0.0011314917526141681 -0.17979733189850144 0.21872593084971112 0.21731216943264009 -0.14855903020271888 -0.036158794641494747 leaf_weight=60 25 20 145 54 12735 132 24 20 39 20 leaf_count=60 25 20 145 54 12735 132 24 20 39 20 internal_value=0 -0.00210294 -0.00150233 0.155577 -0.00298407 -0.0930235 -0.000826916 -0.00123942 -0.0015816 -0.160898 internal_weight=0 13249 13229 114 13115 297 12818 12794 12774 152 internal_count=13274 13249 13229 114 13115 297 12818 12794 12774 152 cat_boundaries=0 4 8 cat_threshold=0 0 34078976 32768 67108864 16448 2097152 32 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=12 num_cat=3 split_feature=14 10 25 26 25 24 8 26 20 8 26 split_gain=25007.9 30983.2 30268.8 44013 24976.8 21176.5 11359.9 10259.9 9423.08 9007.5 3558.57 threshold=182.65800000000004 279.07800000000003 0 2022.5000000000002 1 2 269.79925000000003 2022.5000000000002 41.990000000000009 162.18600000000004 2022.5000000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 left_child=1 2 3 -1 5 7 8 -4 9 -6 -7 right_child=-2 -3 4 -5 6 10 -8 -9 -10 -11 -12 leaf_value=-0.018873845219612124 0.31449417781829836 -0.39537826681137084 -0.10935452695620262 0.37464934605139272 -0.0011789381227875542 0.027803867743458856 0.21653867244720459 -0.29216815050691369 0.17290907094555519 -0.15147714678943155 -0.062648836889050222 leaf_weight=60 25 20 59 54 12723 86 24 64 31 40 88 leaf_count=60 25 20 59 54 12723 86 24 64 31 40 88 internal_value=0 -0.00208191 -0.00148731 0.154021 -0.00295423 -0.0920933 -0.000818647 -0.189103 -0.00122702 -0.00164998 -0.0169672 internal_weight=0 13249 13229 114 13115 297 12818 123 12794 12763 174 internal_count=13274 13249 13229 114 13115 297 12818 123 12794 12763 174 cat_boundaries=0 4 8 9 cat_threshold=0 0 34078976 32768 67108864 16448 2097152 32 1221 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=10 num_cat=0 split_feature=4 4 10 0 8 13 11 13 8 split_gain=35008.3 74825.9 18259.5 15384.4 13282.3 18482.7 11240.3 5801.22 921.948 threshold=365.72000000000008 272.07425000000006 273.29900000000004 365.72000000000008 162.18600000000004 92.932500000000019 170.05500000000004 214.15000000000003 269.79925000000003 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=-0.0003015430269395833 -0.40944433484758647 0.61037524318695069 -0.29638703249749682 -0.26550053249705924 -0.16853539229203496 0.30207927913665772 -0.17253942584716961 0.079426889202811504 -0.097292287489947143 leaf_weight=13032 21 20 21 22 39 25 38 22 34 leaf_count=13032 21 20 21 22 39 25 38 22 34 internal_value=0 -0.000824363 -0.00174811 -0.0012798 -0.000839094 -9.04805e-05 -0.000802311 0.197859 -0.135354 internal_weight=0 13253 13233 13212 13190 13117 13070 47 73 internal_count=13274 13253 13233 13212 13190 13117 13070 47 73 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=12 num_cat=3 split_feature=4 4 25 25 6 15 15 14 10 25 15 split_gain=34311.6 73336.9 29867 27395.4 14192.4 11050.5 25979.1 11770.5 26743.9 5816.61 5522.23 threshold=365.72000000000008 272.07425000000006 0 1 15.580500000000002 32.879500000000014 48.836373000000002 154.53000000000006 255.10500000000002 2 118.09000000000002 decision_type=2 2 9 9 2 2 2 2 2 9 2 left_child=1 2 4 -4 9 7 -7 8 -5 -1 -8 right_child=-2 -3 3 5 -6 6 10 -9 -10 -11 -12 leaf_value=-0.055439649012353688 -0.40534990038190571 0.60427146673202514 0.15159396448055235 -0.0013674996195816788 0.15364001560211182 0.40887702649967239 -0.08570843346657292 0.24082958722114561 -0.3585260380591665 -0.16432794255056199 0.10803345355072193 leaf_weight=125 21 20 109 12710 20 22 31 20 21 147 28 leaf_count=125 21 20 109 12710 20 22 31 20 21 147 28 internal_value=0 -0.00081612 -0.00173063 0.000564402 -0.100037 -0.000835548 0.115596 -0.00157583 -0.00195664 -0.122367 0.00623687 internal_weight=0 13253 13233 12941 292 12832 81 12751 12731 272 59 internal_count=13274 13253 13233 12941 292 12832 81 12751 12731 272 59 cat_boundaries=0 4 8 12 cat_threshold=67108864 16448 2097152 32 16384 0 524544 32768 67108864 0 2097152 32 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=13 num_cat=5 split_feature=4 25 7 0 26 25 24 25 25 2 6 26 split_gain=73269.1 55503 29866.4 39747.1 21237.7 13533.8 24186.8 32776.3 16982.9 9048.33 5014.43 639.48 threshold=344.25000000000006 0 255.10500000000002 338.28750000000008 2022.5000000000002 1 2 3 4 117.39000000000001 27.749250000000004 2022.5000000000002 decision_type=2 9 2 2 2 9 1 9 9 2 2 2 left_child=1 4 3 5 -1 6 8 -8 -3 10 -7 -11 right_child=-2 2 -4 -5 -6 9 7 -9 -10 11 -12 -13 leaf_value=0.073702914381539947 0.53416590984051038 0.086311056720532062 -0.28732972343762714 0.40768013079961146 0.2885852900704185 -0.0047353807977908273 -0.098516808246311385 0.08523106737189716 -0.045045402382929173 0.17192677656809491 0.047611526303714326 0.099977184613545739 leaf_weight=93 26 113 36 24 91 11327 104 765 494 21 186 30 leaf_count=93 26 113 36 24 91 11327 104 765 494 21 186 30 internal_value=0 0.00279438 0.000305481 0.00109834 0.170699 0.000350031 0.0287594 0.0623699 -0.0195893 -0.00329809 -0.00388968 0.129603 internal_weight=0 13284 13100 13064 184 13040 1476 869 607 11564 11513 51 internal_count=13310 13284 13100 13064 184 13040 1476 869 607 11564 11513 51 cat_boundaries=0 3 7 8 12 15 cat_threshold=0 2113536 2097408 201343752 524304 55199744 32800 932 0 524288 524288 32800 256 524304 524288 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 2 split_gain=71811 54398.4 29272.1 38956.1 20815.1 13266 23700.6 32159.3 16948.1 12635.6 10122.5 threshold=344.25000000000006 0 255.10500000000002 338.28750000000008 2022.5000000000002 1 2 3 4 223.89075000000003 149.26580000000004 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=0.072965880619582313 0.52882425308227543 -0.080578852066101922 -0.28445642550786338 0.40360333959261574 0.28569944295254385 -0.0042685619677666001 -0.097618060321138622 0.084389755147599402 0.025068572442825527 0.22594648857911426 0.16367798315154183 leaf_weight=93 26 252 36 24 91 11504 104 765 355 24 36 leaf_count=93 26 252 36 24 91 11504 104 765 355 24 36 internal_value=0 0.00276664 0.00030264 0.00108757 0.168992 0.000346745 0.0284737 0.0617447 -0.0193868 -0.00326511 -0.00374464 internal_weight=0 13284 13100 13064 184 13040 1476 869 607 11564 11540 internal_count=13310 13284 13100 13064 184 13040 1476 869 607 11564 11540 cat_boundaries=0 3 7 8 12 15 cat_threshold=0 2113536 2097408 201343752 524304 55199744 32800 932 0 524288 524288 32800 67125760 0 37748736 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=14 num_cat=3 split_feature=4 25 0 26 25 15 1 10 1 10 25 1 1 split_gain=70382.1 53316.2 22181.2 20400.9 10191.3 27836 23072.9 22588.1 15078.3 8316.29 6453.79 2890.07 2674.34 threshold=344.25000000000006 0 338.28750000000008 2022.5000000000002 1 32.879500000000014 52.772000000000013 115.96500000000002 113.47200000000001 149.68000000000004 2 272.07425000000006 223.89075000000003 decision_type=2 9 2 2 9 2 2 2 2 2 9 2 2 left_child=1 3 4 -1 5 6 7 -3 9 10 -6 -8 -10 right_child=-2 2 -4 -5 8 -7 11 -9 12 -11 -12 -13 -14 leaf_value=0.072236220247002061 0.5235360167576717 0.023733576522908119 0.28662646964744287 0.28284244618573029 -0.043136490272855994 0.38632549182290121 -0.11103640250537707 0.3623262987136841 0.094409577344593251 -0.19021147925406695 -0.0024419241852763692 -0.24640529746810597 0.22457359596535009 leaf_weight=93 26 1325 27 91 394 21 46 20 38 24 11154 24 27 leaf_count=93 26 1325 27 91 394 21 46 20 38 24 11154 24 27 internal_value=0 0.00273846 0.000299089 0.167302 -0.000292042 0.0247475 0.0195563 0.0287684 -0.00340026 -0.0042563 -0.00386983 -0.157449 0.148478 internal_weight=0 13284 13100 184 13073 1436 1415 1345 11637 11572 11548 70 65 internal_count=13310 13284 13100 184 13073 1436 1415 1345 11637 11572 11548 70 65 cat_boundaries=0 3 7 10 cat_threshold=0 2113536 2097408 201343496 524304 55199744 32 256 65600 2147550208 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=9 num_cat=2 split_feature=4 25 26 0 0 0 3 25 split_gain=68981.6 52112.9 24670 21755.5 9568.71 34540.9 13641.9 13373.4 threshold=344.25000000000006 0 2022.5000000000002 338.28750000000008 228.56250000000003 176.53925000000004 279.07800000000003 1 decision_type=2 9 2 2 2 2 2 9 left_child=1 2 -1 4 5 6 7 -3 right_child=-2 3 -4 -5 -6 -7 -8 -9 leaf_value=0.05736001963708915 0.51830064846919133 0.055065250930627939 0.278957538628819 0.28376020431518556 -0.15482165344059468 0.3231984842184818 -0.24406492564989171 -0.0021672572834922415 leaf_weight=102 26 412 99 27 40 33 23 12548 leaf_count=102 26 412 99 27 40 33 23 12548 internal_value=0 0.00271073 0.158614 0.000194137 -0.000392133 8.24505e-05 -0.000738841 -0.000307012 internal_weight=0 13284 201 13083 13056 13016 12983 12960 internal_count=13310 13284 201 13083 13056 13016 12983 12960 cat_boundaries=0 4 7 cat_threshold=0 2113536 2097408 32 67125248 16 54542336 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=11 num_cat=2 split_feature=10 25 0 11 25 14 0 8 3 11 split_gain=68303.1 64804.3 21766.3 11577.6 11241.7 19664.3 19283.8 13562.4 18053.2 511.062 threshold=279.07800000000003 0 338.28750000000008 92.090000000000018 1 22.008000000000003 220.33000000000001 223.50400000000005 181.87500000000003 211.12500000000003 decision_type=2 9 2 2 9 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -6 -5 right_child=-2 2 -4 9 7 -7 -8 -9 -10 -11 leaf_value=0.23409448941548663 0.56041769201105296 0.03805616219816723 0.27916770458221435 -0.10839142283371517 -0.0027899918035162487 -0.20684894779750282 -0.24787345170974731 -0.26272743254899977 0.22149443083339268 -0.16515815612827911 leaf_weight=110 22 1371 28 35 11600 35 24 20 36 29 leaf_count=110 22 1371 28 35 11600 35 24 20 36 29 internal_value=0 0.00275936 0.000650218 5.76716e-05 0.000713867 0.0270738 0.0331369 -0.00254112 -0.00209609 -0.134114 internal_weight=0 13288 13178 13150 13086 1430 1395 11656 11636 64 internal_count=13310 13288 13178 13150 13086 1430 1395 11656 11636 64 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 201343752 2621456 34228224 32800 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=14 num_cat=2 split_feature=25 4 25 2 10 2 8 1 8 5 13 26 2 split_gain=77652.3 27297.3 11980.1 22196.2 16908.4 20666.6 10377.9 8650.91 11899.5 8710.93 5963.68 1868.66 1768.34 threshold=0 333.3454000000001 1 1.1528500000000002 243.26250000000002 279.07800000000003 246.67500000000004 105.004 1.26895 1.2399500000000001 62.425150000000009 2022.5000000000002 162.06750000000002 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 7 5 6 10 8 9 -2 -4 -1 -5 right_child=1 -3 4 12 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.23617514922402122 0.070522624276062054 0.35180704897100279 -0.0037962854068513169 -0.08404620243155439 -0.28644624116874878 0.29071039617061617 0.21909680695760819 0.21895685210824012 -0.16334449214935304 -0.090480353037516267 0.11556591737838019 -0.31823891946247646 -0.19900050438940525 leaf_weight=55 505 22 12398 23 21 24 21 32 25 36 42 56 32 leaf_count=55 505 22 12398 23 21 24 21 32 25 36 42 56 32 internal_value=0 -0.000146429 -0.000734958 0.0406916 -0.00292824 -0.0024537 -0.00301834 0.0589961 0.0499523 0.0598089 -0.00339329 -0.254636 -0.150929 internal_weight=0 13181 13159 653 12506 12485 12461 598 566 541 12440 111 55 internal_count=13292 13181 13159 653 12506 12485 12461 598 566 541 12440 111 55 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 67125504 65552 2198339584 32768 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=13 num_cat=4 split_feature=25 0 7 1 25 24 2 25 3 2 26 3 split_gain=76107.1 45752.7 19449.1 11228.8 13139.5 47240.5 27684.3 19390.7 11928.5 15734.4 1831.48 580.624 threshold=0 338.28750000000008 355.00000000000006 272.07425000000006 1 2 1.1528500000000002 3 203.96813100000003 279.07800000000003 2022.5000000000002 285.62500000000006 decision_type=9 2 2 2 9 1 2 9 2 2 2 2 left_child=10 2 3 4 5 6 -2 -7 9 -6 -1 -10 right_child=1 -3 -4 -5 8 7 -8 -9 11 -11 -12 -13 leaf_value=-0.23381339888139205 0.17630525695728957 0.41108155497798216 0.31061592435836793 -0.17783189584811529 -0.0028341111664792694 0.043753633610037868 -0.21099934816360474 -0.12679777410112578 -0.12695769454493669 0.27787494778633121 -0.31505653040749687 -0.19524081325531006 leaf_weight=55 239 27 20 36 12512 119 20 135 33 20 56 20 leaf_count=55 239 27 20 36 12512 119 20 135 33 20 56 20 internal_value=0 -0.000144965 -0.000989162 -0.00146366 -0.000978914 0.0481367 0.140955 -0.0482631 -0.00301686 -0.00238612 -0.25209 -0.152725 internal_weight=0 13181 13154 13134 13098 513 259 254 12585 12532 111 53 internal_count=13292 13181 13154 13134 13098 513 259 254 12585 12532 111 53 cat_boundaries=0 3 7 8 10 cat_threshold=0 16384 6291712 67125504 65552 50855936 32768 3225 16640 65552 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=12 num_cat=4 split_feature=25 0 7 1 25 24 0 25 3 0 3 split_gain=74592.2 44842.4 19062.2 11005.3 13099.5 47291.2 18390.3 15137 11844.2 8159.42 577.184 threshold=0 338.28750000000008 355.00000000000006 272.07425000000006 1 2 13.106250000000001 3 203.96813100000003 211.57500000000002 285.62500000000006 decision_type=9 2 2 2 9 1 2 9 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 9 -6 -10 right_child=1 -3 -4 -5 8 7 -8 -9 10 -11 -12 leaf_value=-0.24956920111474912 0.18518371602763301 0.40697073689213503 0.30750973892211914 -0.17605358040167227 -0.0026307035246697918 0.037431660762854986 -0.12539167812892368 -0.12366322938722508 -0.12558669188443353 0.1653004566143299 -0.19328840136528017 leaf_weight=111 207 27 20 36 12564 102 21 121 34 29 20 leaf_count=111 207 27 20 36 12564 102 21 121 34 29 20 internal_value=0 -0.000144145 -0.000979902 -0.00144966 -0.000969758 0.0513932 0.149999 -0.0515345 -0.00287542 -0.00224398 -0.150661 internal_weight=0 13181 13154 13134 13098 451 228 223 12647 12593 54 internal_count=13292 13181 13154 13134 13098 451 228 223 12647 12593 54 cat_boundaries=0 3 7 8 11 cat_threshold=0 16384 6291712 67125504 16 50855936 32768 3225 16640 16 33554432 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=12 num_cat=4 split_feature=25 0 7 1 25 24 2 25 8 2 26 split_gain=73229.6 43950.1 18682.9 10786.2 12700.5 45012.1 29486.7 17764.9 13619.5 11468.2 1795.03 threshold=0 338.28750000000008 355.00000000000006 272.07425000000006 1 2 1.1528500000000002 3 255.10500000000002 47.321700000000014 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 2 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=-0.22897957090897994 0.17162673677992726 0.40290103841710972 0.30443463897705081 -0.17429304044279789 -0.0045203460790932976 0.043100988901862806 -0.21043133822354404 -0.117877278831098 0.25774273705482481 0.079654458412309975 -0.30941026960100448 leaf_weight=55 247 27 20 36 12382 119 22 144 20 164 56 leaf_count=55 247 27 20 36 12382 119 22 144 20 164 56 internal_value=0 -0.000143357 -0.000970758 -0.00143582 -0.000960719 0.0464377 0.135349 -0.0461285 -0.00300197 -0.00342002 -0.24728 internal_weight=0 13181 13154 13134 13098 532 269 263 12566 12546 111 internal_count=13292 13181 13154 13134 13098 532 269 263 12566 12546 111 cat_boundaries=0 3 7 8 10 cat_threshold=0 16384 6291712 67125504 65552 50987008 32768 3225 16640 65552 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=17 num_cat=5 split_feature=25 0 25 24 25 10 4 2 8 25 26 26 26 26 26 4 split_gain=71772 43075.7 8969.29 35457 27907.2 17773.9 17365.2 18308.3 16484.6 13731.6 4158.12 3175.45 1759.31 1161.26 994.203 174.16 threshold=0 338.28750000000008 1 2 3 243.26250000000002 216.24000000000004 279.07800000000003 246.67500000000004 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 285.62500000000006 decision_type=9 2 9 1 9 2 2 2 2 9 2 2 2 2 2 2 left_child=12 2 3 4 13 6 7 8 -4 14 -11 -6 -1 -2 -5 -8 right_child=1 -3 5 9 11 -7 15 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.22668977737426757 -0.043844914810330267 0.39887201733059358 -0.0040179445797494714 -0.12666325674781315 0.2681113878250122 -0.30065767076611521 0.22204297518730165 0.26209268850775863 0.27639344260806131 0.073285878271159566 -0.019385842302794099 0.17668979842941482 -0.30631617103304182 0.02432316213237996 -0.076333305667608209 0.18127000158483331 leaf_weight=55 51 27 12442 79 75 20 20 26 21 101 93 77 56 49 78 22 leaf_count=55 51 27 12442 79 75 20 20 26 21 101 93 77 56 49 78 22 internal_value=0 -0.000142491 -0.000961619 0.0363912 0.124692 -0.00278297 -0.00230978 -0.00299244 -0.00354545 -0.028702 0.027446 0.208108 -0.244807 -0.00949323 -0.0955712 0.200686 internal_weight=0 13181 13154 603 252 12551 12531 12489 12463 351 194 152 111 100 157 42 internal_count=13292 13181 13154 603 252 12551 12531 12489 12463 351 194 152 111 100 157 42 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 16384 6291712 67125504 65552 51249152 32768 3217 16640 16 262144 67108864 0 50855936 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=12 num_cat=2 split_feature=25 0 7 25 26 8 4 10 1 3 2 split_gain=48362.2 28140.2 27761.3 36148 25054.4 23527.8 19005.6 12724.4 3049.62 3815.19 1324.59 threshold=0 338.28750000000008 355.00000000000006 1 2022.5000000000002 269.79925000000003 285.62500000000006 250.05000000000004 26.134500000000006 13.272000000000004 13.215000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=4 2 3 8 -1 6 7 -5 9 10 -2 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.062872802104268766 -0.11465947920017028 0.27575742403666181 0.36807301664352415 -0.0016820060182668451 0.36068988658357087 0.34066019916534424 -0.30318330401466009 -0.24238628097555853 -0.0032299232482910158 -0.2516268631219864 -0.030284942865371704 leaf_weight=56 267 36 20 12702 57 20 21 22 25 20 20 leaf_count=56 267 36 20 12702 57 20 21 22 25 20 20 internal_value=0 -0.00344111 -0.00421 -0.0047785 0.195774 -0.00205487 -0.00259429 -0.00209819 -0.106237 -0.118086 -0.10878 internal_weight=0 13153 13117 13097 113 12765 12745 12724 332 307 287 internal_count=13266 13153 13117 13097 113 12765 12745 12724 332 307 287 cat_boundaries=0 4 7 cat_threshold=0 16384 2162944 32 16640 64 50331648 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=13 num_cat=3 split_feature=25 0 7 25 26 8 24 4 10 4 26 26 split_gain=47399.7 27580.2 27208.8 35428.7 24555.8 23059.6 20105.6 18627.4 12471.2 3965.64 1154.32 281.532 threshold=0 338.28750000000008 355.00000000000006 1 2022.5000000000002 269.79925000000003 2 285.62500000000006 250.05000000000004 22.198000000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 1 2 2 2 2 2 left_child=4 2 3 6 -1 7 10 8 -5 11 -2 -8 right_child=1 -3 -4 5 -6 -7 9 -9 -10 -11 -12 -13 leaf_value=0.062244074248841832 -0.024317599109240941 0.27299984931945803 0.36439230394363409 -0.0016651860990976835 0.35708294788996375 0.33725358676910405 -0.14141867235595107 -0.30015146573384605 -0.23996241531588816 -0.29171784981437354 0.039889740943908694 -0.16534272620552465 leaf_weight=56 56 36 20 12702 57 20 102 21 22 23 56 95 leaf_count=56 56 36 20 12702 57 20 102 21 22 23 56 95 internal_value=0 -0.0034067 -0.0041679 -0.00473072 0.193816 -0.00203432 -0.105175 -0.00256834 -0.00207721 -0.160182 0.00714787 -0.152956 internal_weight=0 13153 13117 13097 113 12765 332 12745 12724 220 112 197 internal_count=13266 13153 13117 13097 113 12765 332 12745 12724 220 112 197 cat_boundaries=0 4 7 8 cat_threshold=0 16384 2162944 32 16640 64 50331648 284 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=8 num_cat=0 split_feature=4 4 10 6 2 9 11 split_gain=46257.3 70049.9 42208 21579.8 22834.2 15563.6 8987.98 threshold=365.72000000000008 279.07800000000003 273.29900000000004 316.3010000000001 293.85000000000008 257.43900000000002 118.09000000000002 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=2.4911223992934954e-05 -0.48212750148773198 0.59053016424179083 -0.46077927619218828 0.30500112782353944 -0.28186970040715975 -0.26671145501461896 -0.12807860628583215 leaf_weight=13077 20 20 20 23 29 22 55 leaf_count=13077 20 20 20 23 29 22 55 internal_value=0 -0.000841793 -0.00173605 -0.00104085 -0.00157479 -0.000956835 -0.000511617 internal_weight=0 13246 13226 13206 13183 13154 13132 internal_count=13266 13246 13226 13206 13183 13154 13132 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=8 num_cat=0 split_feature=4 4 10 6 2 9 11 split_gain=45336.8 68655.9 41368 21150.3 22379.8 15253.9 8809.12 threshold=365.72000000000008 279.07800000000003 273.29900000000004 316.3010000000001 293.85000000000008 257.43900000000002 118.09000000000002 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=2.4662001772672668e-05 -0.47730623292922969 0.58462483787536623 -0.45617148232460025 0.30195110860078234 -0.27905100619998474 -0.26404434160752727 -0.12679781803488732 leaf_weight=13077 20 20 20 23 29 22 55 leaf_count=13077 20 20 20 23 29 22 55 internal_value=0 -0.000833375 -0.00171869 -0.00103044 -0.00155904 -0.000947267 -0.000506501 internal_weight=0 13246 13226 13206 13183 13154 13132 internal_count=13266 13246 13226 13206 13183 13154 13132 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=11 num_cat=2 split_feature=25 26 0 7 4 25 6 8 10 5 split_gain=45353.3 45663.7 30272.3 26654.9 34900.1 31887.1 23521.8 22564.4 11618.1 3231.24 threshold=0 2022.5000000000002 338.28750000000008 355.00000000000006 333.3454000000001 1 29.757000000000005 269.79925000000003 250.05000000000004 69.290000000000006 decision_type=9 2 2 2 2 9 2 2 2 2 left_child=1 -1 3 4 5 6 9 8 -7 -2 right_child=2 -3 -4 -5 -6 7 -8 -9 -10 -11 leaf_value=0.0035670718124934603 -0.13423613910074836 0.40562926041452507 0.29038182912554061 0.36068325567245479 -0.42207653570175169 -0.0016099755129176899 0.21288925517689097 0.33414596271514896 -0.23161195837638596 -0.0027599656581878663 leaf_weight=56 286 57 35 20 20 12708 22 20 22 20 leaf_count=56 286 57 35 20 20 12708 22 20 22 20 internal_value=0 0.189599 -0.0033199 -0.00410605 -0.00466306 -0.00402472 -0.099891 -0.00147901 -0.00200747 -0.125643 internal_weight=0 113 13153 13118 13098 13078 328 12750 12730 306 internal_count=13266 113 13153 13118 13098 13078 328 12750 12730 306 cat_boundaries=0 3 6 cat_threshold=0 16384 2621696 16640 64 50331648 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=12 num_cat=3 split_feature=25 4 10 26 25 3 2 2 3 25 26 split_gain=31397.1 56023.8 22600.7 15667.3 13408.6 6418.48 20778.4 16987.2 8911.63 6190.42 6136.15 threshold=0 344.25000000000006 269.79925000000003 2022.5000000000002 1 117.39000000000001 10.446600000000002 255.10500000000002 216.24000000000004 2 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 9 2 left_child=3 2 4 -1 10 7 8 9 -7 -6 -2 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=0.038667782368046223 -0.040656022061319914 0.46022426165067232 -0.33222643369720095 0.21614816977053275 0.047614987953936205 -0.1262207285232014 -0.37096717572212223 0.21779772418311666 0.087037864729415534 -0.0037679253434987538 -0.17601096848646802 leaf_weight=101 68 26 21 98 229 36 20 35 43 12522 66 leaf_count=101 68 26 21 98 229 36 20 35 43 12522 66 internal_value=0 -0.00350487 -0.00443217 0.120038 -0.00390343 -0.0028257 -0.083037 -0.00220685 -0.0101433 -0.00281073 -0.0998704 internal_weight=0 13066 13040 199 13019 12885 99 12786 79 12751 134 internal_count=13265 13066 13040 199 13019 12885 99 12786 79 12751 134 cat_boundaries=0 3 7 11 cat_threshold=0 16400 2097408 67108864 0 524288 32 0 65536 1111621632 33280 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=16 num_cat=6 split_feature=25 24 26 6 10 7 7 25 26 25 24 24 26 6 6 split_gain=30196 177620 28662.8 18247.3 14427.5 13476.7 15088.6 12386 9466.34 9146.46 25784.5 6147.26 3776.12 3083.59 1835.55 threshold=0 1 2022.5000000000002 176.53925000000004 250.05000000000004 211.12500000000003 255.10500000000002 2 2022.5000000000002 3 4 5 2022.5000000000002 274.22475000000003 223.36075000000002 decision_type=9 1 2 2 2 2 2 9 2 9 1 1 2 2 2 left_child=1 2 -1 4 5 7 -7 12 -3 10 -9 -11 -2 14 -5 right_child=3 8 -4 13 -6 6 -8 9 -10 11 -12 -13 -14 -15 -16 leaf_value=0.27165902576446532 -0.047490231735365727 -0.054195071479021494 0.60698914858011099 -0.1808402016888494 -0.25293871904196946 0.37477025198936459 0.015144796371459962 -0.066926559907418706 -0.22671751298766207 0.0038120767207231549 0.10578446884410428 -0.010275697818002579 -0.14787365569643779 -0.25411843975385029 -0.058200652610797148 leaf_weight=50 77 59 52 23 23 20 28 125 69 6167 242 6207 73 24 26 leaf_count=50 77 59 52 23 23 20 28 125 69 6167 242 6207 73 24 26 internal_value=0 0.109606 0.403093 -0.00359028 -0.00270513 -0.00226032 0.164989 -0.00288308 -0.136529 -0.00178137 0.0467443 -0.00325717 -0.090322 -0.161252 -0.115766 internal_weight=0 230 102 13035 12962 12939 48 12891 128 12741 367 12374 150 73 49 internal_count=13265 230 102 13035 12962 12939 48 12891 128 12741 367 12374 150 73 49 cat_boundaries=0 3 4 8 12 13 14 cat_threshold=0 16448 2097408 810 67108864 0 540672 32 0 65552 1111688192 32768 1794 1351 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=14 num_cat=4 split_feature=25 24 26 10 25 7 7 26 14 9 25 26 9 split_gain=29594.9 174085 28092.4 15353.9 12803.5 10409.9 14510.5 9277.96 8876.04 8640.66 10205 5813.93 75.5409 threshold=0 1 2022.5000000000002 227.60400000000001 2 211.12500000000003 255.10500000000002 2022.5000000000002 115.96500000000002 155.50120000000001 3 2022.5000000000002 257.43900000000002 decision_type=9 1 2 2 9 2 2 2 2 2 9 2 2 left_child=1 2 -1 4 11 8 -7 -3 9 10 -6 -2 -11 right_child=3 7 -4 -5 5 6 -8 -9 -10 12 -12 -13 -14 leaf_value=0.26894244308471682 -0.039774560516371446 -0.053653123499983447 0.60091926134549656 -0.21898461186524593 0.05105614158839987 0.3422390233902704 -0.00291819506678088 -0.22445034414097884 -0.16155478422982353 -0.12346042692661285 -0.0031011171896589201 -0.1720409818154115 -0.14855041824281215 leaf_weight=50 68 59 52 33 348 21 29 69 35 24 12388 65 24 leaf_count=50 68 59 52 33 348 21 29 69 35 24 12388 65 24 internal_value=0 0.10851 0.399062 -0.00355413 -0.00301009 -0.00196054 0.142048 -0.135164 -0.00252377 -0.00208838 -0.00158366 -0.0971142 -0.136005 internal_weight=0 230 102 13035 13002 12869 50 128 12819 12784 12736 133 48 internal_count=13265 230 102 13035 13002 12869 50 128 12819 12784 12736 133 48 cat_boundaries=0 3 4 8 12 cat_threshold=0 16448 2097408 810 67108864 0 524288 32 0 65552 1111622656 32768 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=16 num_cat=0 split_feature=4 10 8 1 5 1 1 15 15 9 26 2 5 5 8 split_gain=27667.8 44667.7 19236 11619.4 10845 10208.4 10216.6 10083.9 27812.1 8268.3 6012.52 3522.49 2419.67 4572.05 1469.87 threshold=344.25000000000006 279.07800000000003 162.18600000000004 157.57350000000002 199.12500000000003 203.96813100000003 238.08750000000003 32.879500000000014 46.655499999999996 239.51250000000002 2022.5000000000002 15.580500000000002 335.87040000000007 242.42064000000002 263.60184000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -5 -7 9 -9 -1 -8 14 13 -6 -4 right_child=-2 -3 11 5 12 6 10 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.0011069328017394733 0.30182740592956542 -0.47443381023406989 -0.16805830223219737 0.30973078322410585 -0.1779184917608897 -0.11501819650332133 0.012027336488599364 0.42358613468351819 0.0041878519672900443 -0.176285681868041 0.22692990977813801 -0.27433125390892937 -0.21143211654994798 0.026801860809326172 -0.058830189704895022 leaf_weight=12868 30 20 28 20 24 24 23 21 64 27 30 21 23 20 22 leaf_count=12868 30 20 28 20 24 24 23 21 64 27 30 21 23 20 22 internal_value=0 -0.00220387 -0.00148918 -0.000602452 -0.00141315 0.10844 0.056157 -0.00075812 0.107804 -0.00147373 0.13367 -0.165646 -0.128313 -0.0848638 -0.119998 internal_weight=0 13235 13215 13144 13047 97 77 12980 85 12895 53 71 67 44 50 internal_count=13265 13235 13215 13144 13047 97 77 12980 85 12895 53 71 67 44 50 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=13 num_cat=0 split_feature=4 10 8 1 6 15 15 7 2 8 6 6 split_gain=27117.2 43778.8 18853.2 11495.2 12628.4 10155.5 20537.2 9990.15 3452.4 1440.62 721.832 1343.91 threshold=344.25000000000006 279.07800000000003 162.18600000000004 355.00000000000006 121.76350000000002 32.879500000000014 46.655499999999996 255.10500000000002 15.580500000000002 263.60184000000004 274.22475000000003 230.0395 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -4 11 -6 right_child=-2 -3 8 -5 10 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.00044711368213175496 0.29880912812550864 -0.46968947696685787 -0.16637771870408738 0.2227676481138105 -0.13427903673052788 0.37210752768950028 0.014925022567311923 -0.17735545575618744 -0.27158793892179217 -0.058241883841427894 -0.16230378634163312 -0.03388316677510738 leaf_weight=12919 30 20 28 23 40 22 60 32 21 22 28 20 leaf_count=12919 30 20 28 23 40 22 60 32 21 22 28 20 internal_value=0 -0.00218183 -0.00147429 -0.000596428 -0.000987966 -0.000181828 0.110754 -0.000884228 -0.163989 -0.118798 -0.120379 -0.100814 internal_weight=0 13235 13215 13144 13121 13033 82 12951 71 50 88 60 internal_count=13265 13235 13215 13144 13121 13033 82 12951 71 50 88 60 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=9 num_cat=0 split_feature=9 4 4 3 15 8 1 8 split_gain=40684.8 15350.1 34208.6 18395.3 13249.9 8462.65 11589.3 1952.84 threshold=285.62500000000006 365.72000000000008 263.60184000000004 293.85000000000008 237.02500000000003 162.18600000000004 31.872000000000003 269.79925000000003 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=0.0003734062142034652 0.4126536254088084 -0.26959512120201473 0.39498022447932846 -0.25571792364120483 -0.25011716734795342 -0.15799399600217218 0.062059528733818578 -0.049030839328108165 leaf_weight=12782 24 21 22 28 21 38 312 29 leaf_count=12782 24 21 22 28 21 38 312 29 internal_value=0 0.000552727 0.000981468 0.000325301 0.000869164 0.00126964 0.00184325 -0.110831 internal_weight=0 13253 13232 13210 13182 13161 13094 67 internal_count=13277 13253 13232 13210 13182 13161 13094 67 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=20 num_cat=5 split_feature=25 3 26 25 24 0 8 2 4 25 4 1 25 0 26 0 26 26 26 split_gain=56032.5 53556.5 30712.6 19815.6 25138.8 14380.2 17531.3 13924.5 26890 12578.2 8604.81 7376.56 7542.95 7028.41 2632.27 1456.09 678.559 428.072 21.4569 threshold=0 333.3454000000001 2022.5000000000002 1 2 176.53925000000004 263.60184000000004 54.405500000000011 1.1312500000000003 3 219.40000000000003 92.090000000000018 4 241.78314000000003 2022.5000000000002 13.704000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=2 3 -1 4 9 6 7 10 -9 14 -5 12 16 -7 -2 17 -6 -11 -14 right_child=1 -3 -4 5 11 13 -8 8 -10 15 -12 -13 18 -15 -16 -17 -18 -19 -20 leaf_value=0.079606781323750819 -0.018576396928317303 0.44422329620078754 0.41164671476070697 -0.00071912221770655221 -0.19026320231162897 0.27577658686372969 0.28915493760790145 0.042564121320843695 0.43861789101362225 0.072960964660895494 -0.16241478038556648 0.060870895158676872 -0.078727446418741479 0.056699082106351856 -0.10388987635311328 0.14642874646186829 -0.23864249346549052 0.040017212076884946 -0.08553880668455556 leaf_weight=60 69 27 52 12240 59 27 21 120 20 76 33 21 92 32 76 20 57 82 93 leaf_count=60 69 27 52 12240 59 27 21 120 20 76 33 21 92 32 76 20 57 82 93 internal_value=0 -0.000692626 0.214607 -0.0016075 -0.0552218 0.00120378 0.000465704 -2.26933e-05 0.0991432 0.00774059 -0.00115389 -0.116711 -0.132977 0.156955 -0.059209 0.0625267 -0.197049 0.0558636 -0.0779386 internal_weight=0 13165 112 13138 645 12493 12434 12413 140 323 12273 322 301 59 145 178 116 158 185 internal_count=13277 13165 112 13138 645 12493 12434 12413 140 323 12273 322 301 59 145 178 116 158 185 cat_boundaries=0 3 7 8 12 14 cat_threshold=256 16384 2097408 67108864 2097232 50333696 512 3158 0 2097152 50331648 512 0 80 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=18 num_cat=5 split_feature=25 9 26 25 7 24 0 1 8 25 2 2 25 26 0 10 26 split_gain=54917.5 46493.6 30101.5 18502.3 22068.8 32157.8 20711 17966.2 13278.3 12768.9 12472.2 12624.6 12378.1 8875.71 8562.88 7750.16 900.119 threshold=0 285.62500000000006 2022.5000000000002 1 198.34750000000003 2 181.87500000000003 189.44922000000003 263.60184000000004 3 54.405500000000011 181.87500000000003 4 2022.5000000000002 228.56250000000003 230.0395 2022.5000000000002 decision_type=9 2 2 9 2 1 2 2 2 9 2 2 9 2 2 2 2 left_child=2 3 -1 4 5 12 8 9 10 -7 15 -12 16 -14 -8 -5 -2 right_child=1 -3 -4 6 -6 7 14 -9 -10 -11 11 -13 13 -15 -16 -17 -18 leaf_value=0.078810718377431241 0.15015104660621056 0.44852740412173064 0.40753025385049674 -0.00078090808954618175 0.25013345137886378 -0.2011491967960746 0.35993344163894653 0.17570770645141601 0.25784853005409242 -0.074600704053483638 0.16482905721664431 -0.030888975251179476 0.058632258746934972 -0.12960342866724189 0.10054998583453043 -0.19779370571672916 0.091312311429243814 leaf_weight=60 52 23 52 12259 23 157 20 20 20 241 90 52 46 55 35 20 52 leaf_count=60 52 23 52 12259 23 157 20 20 20 241 90 52 46 55 35 20 52 internal_value=0 -0.0006857 0.212461 -0.0014724 -0.0532385 -0.065293 0.00124534 -0.114025 0.000390349 -0.131449 -2.4204e-05 0.0931577 0.0377907 -0.0399199 0.194871 -0.0011018 0.110141 internal_weight=0 13165 112 13142 646 623 12496 418 12441 398 12421 142 205 101 55 12279 104 internal_count=13277 13165 112 13142 646 623 12496 418 12441 398 12421 142 205 101 55 12279 104 cat_boundaries=0 3 7 8 10 12 cat_threshold=256 16384 2097408 67108864 2097232 50333696 512 1106 0 80 67108864 80 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=16 num_cat=2 split_feature=25 3 26 25 0 2 4 5 0 9 2 4 19 0 2 split_gain=53825.7 52372.1 29502.4 19114 13725.7 13709.8 31036.1 9979.29 18957.8 12501.8 12730 8482.24 8183.4 6774.98 2513.35 threshold=0 333.3454000000001 2022.5000000000002 1 176.53925000000004 54.405500000000011 1.1312500000000003 231.75000000000003 153.43270000000004 11.207000000000003 219.40000000000003 219.40000000000003 54.601700000000001 241.78314000000003 199.12500000000003 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 7 5 11 14 8 9 10 -2 12 -5 -6 -7 right_child=1 -3 -4 4 13 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.07802262163162231 -0.047684629917585479 0.43928761305632413 0.40345495911744927 -0.00060512048758727753 0.27000059567115925 0.069792249685601354 0.45302317315623875 0.15933057376316614 -0.28184207065685374 -0.26282973216130184 0.2092259349822998 -0.16078282197316487 0.18423100128769876 0.054909108765423299 -0.025944966531935194 leaf_weight=60 541 27 52 12235 27 79 21 21 37 26 20 33 24 32 42 leaf_count=60 541 27 52 12235 27 79 21 21 37 26 20 33 24 32 42 internal_value=0 -0.000680936 0.210336 -0.00158564 0.00117544 0.000454355 0.0981506 -0.0542422 -0.062299 -0.0484607 -0.0385256 -0.000674255 -0.000243258 0.153341 0.0365611 internal_weight=0 13165 112 13138 12493 12434 142 645 624 587 561 12292 12259 59 121 internal_count=13277 13165 112 13138 12493 12434 142 645 624 587 561 12292 12259 59 121 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 67108864 2097232 50333696 512 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=16 num_cat=2 split_feature=25 3 26 25 8 1 4 4 26 0 8 2 4 4 26 split_gain=52754.6 51329.9 28915.3 18737.9 20993.2 27922.3 14789.9 23573.4 15516.8 13411.3 23515.9 13925.3 25235.2 6916.29 6647.75 threshold=0 333.3454000000001 2022.5000000000002 1 189.44922000000003 255.10500000000002 29.205000000000002 219.40000000000003 2022.5000000000002 176.53925000000004 263.60184000000004 54.405500000000011 1.1312500000000003 230.65000000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 5 6 8 -8 -2 10 11 13 -13 -5 -11 right_child=1 -3 -4 9 -6 -7 7 -9 -10 14 -12 12 -14 -15 -16 leaf_value=0.077242378234863282 -0.015527593339190765 0.43489474614461265 0.39942039086268499 -0.00063237317315430891 -0.36992069482803347 0.32696969103813173 0.37824135613441473 -0.10146829741341729 -0.11149377656866333 0.28460755793944648 0.34329860138893126 0.044264460022632894 0.4286403440758586 -0.15265631071726482 0.066962844605247179 leaf_weight=60 340 27 52 12137 20 20 20 21 334 23 20 117 20 30 36 leaf_count=60 340 27 52 12137 20 20 20 21 334 23 20 117 20 30 36 internal_value=0 -0.000674127 0.208233 -0.00156978 -0.0495991 -0.0415577 -0.0518662 0.132536 -0.0630835 0.00139753 0.000678588 0.000121663 0.100378 -0.00100722 0.151807 internal_weight=0 13165 112 13138 755 735 715 41 674 12383 12324 12304 137 12167 59 internal_count=13277 13165 112 13138 755 735 715 41 674 12383 12324 12304 137 12167 59 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 67108864 2097360 50334722 33280 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=14 num_cat=3 split_feature=3 25 10 11 25 24 4 5 4 8 26 11 11 split_gain=60533.6 57477.2 18456 13826.3 14497.4 26837.4 18749.7 17087.2 13546.9 12513.8 9552.72 605.163 591.274 threshold=333.3454000000001 0 233.43000000000004 95.142500000000013 1 2 255.10500000000002 38.528000000000006 27.535980000000006 5.3195730000000001 2022.5000000000002 257.43900000000002 170.05500000000004 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 10 3 4 5 9 8 -7 -6 -3 -1 12 -5 right_child=-2 2 -4 11 6 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.1095477804812518 0.49348567237854007 0.14620456970711146 -0.24523576398049632 -0.12491239512960116 -0.0037733371237857779 -0.011345821626774678 -0.25692360360046912 0.26697505163109819 0.075411914429881363 -0.093061680396397922 0.25567396944695775 -0.096204055178733108 -0.19440149858593941 leaf_weight=88 25 245 31 24 12029 539 29 23 220 24 91 21 25 leaf_count=88 25 245 31 24 12029 539 29 23 220 24 91 21 25 internal_value=0 0.000955115 -0.00152182 -0.000949707 -0.000201233 0.0399663 -0.00295 4.37558e-05 -0.00235112 0.120382 0.174109 -0.141117 -0.160366 internal_weight=0 13389 13210 13179 13109 831 12278 562 12249 269 179 70 49 internal_count=13414 13389 13210 13179 13109 831 12278 562 12249 269 179 70 49 cat_boundaries=0 3 7 8 cat_threshold=0 16384 18874624 67109376 2195456 737280 32800 3264 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=12 num_cat=0 split_feature=3 4 7 7 11 1 3 6 7 11 11 split_gain=59328.9 25899.5 18616 20851.9 15119.9 10884.8 42938.7 19387.5 2036.13 664.492 157.849 threshold=333.3454000000001 365.72000000000008 239.51250000000002 174.00000000000003 95.142500000000013 113.47200000000001 2.8170000000000006 269.79925000000003 365.72000000000008 269.79925000000003 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 10 -6 right_child=-2 -3 8 -5 9 6 -8 -9 -10 -11 -12 leaf_value=0.002075832466960594 0.48855082168579106 -0.32062039489746091 -0.26166807174682616 0.25719528123736379 -0.14292781079256975 0.011822674906983669 0.52026006442308426 -0.26616622705702431 -0.12629760360717773 -0.1955411060601473 -0.10637250466981815 leaf_weight=13074 25 25 25 32 27 98 20 27 20 20 21 leaf_count=13074 25 25 25 32 27 98 20 27 20 20 21 internal_value=0 0.000945564 0.00154712 0.00223315 0.00161911 0.0023842 0.0979985 0.00152301 -0.201503 -0.147113 -0.126935 internal_weight=0 13389 13364 13319 13287 13219 118 13101 45 68 48 internal_count=13414 13389 13364 13319 13287 13219 118 13101 45 68 48 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=14 num_cat=3 split_feature=3 25 10 11 25 24 4 5 4 26 6 11 11 split_gain=58148.3 56451.7 18067.2 13318.7 14218.2 26326.7 18185.3 16722.7 13253.2 9384.09 6582.86 597.947 584.69 threshold=333.3454000000001 0 233.43000000000004 95.142500000000013 1 2 255.10500000000002 38.528000000000006 27.535980000000006 2022.5000000000002 29.757000000000005 257.43900000000002 170.05500000000004 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 9 3 4 5 10 8 -7 -6 -1 -3 12 -5 right_child=-2 2 -4 11 6 7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.10854811570861124 0.4836652866363525 0.10961945386775526 -0.24265162962098277 -0.12240071102976799 -0.0037570565489953621 -0.011247235806399683 -0.25306197297984157 0.26408863357875656 0.074565047200430529 0.25337879159948329 0.29818780446052551 -0.093878142624383876 -0.19150188477635383 leaf_weight=88 25 249 31 24 12029 539 29 23 220 91 20 21 25 leaf_count=88 25 249 31 24 12029 539 29 23 220 91 20 21 25 internal_value=0 0.000936109 -0.00151862 -0.000952572 -0.000217968 0.039561 -0.00294011 2.05917e-05 -0.00235034 0.172538 0.119208 -0.138523 -0.157656 internal_weight=0 13389 13210 13179 13109 831 12278 562 12249 179 269 70 49 internal_count=13414 13389 13210 13179 13109 831 12278 562 12249 179 269 70 49 cat_boundaries=0 3 7 8 cat_threshold=0 16384 18874624 67109376 2195456 737280 32800 3264 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=13 num_cat=3 split_feature=25 8 4 4 1 0 6 25 25 26 26 4 split_gain=50239 30580.2 12449.9 14990.1 13568 64713.6 69102.8 15830.8 10349.1 8426.41 2963.04 2468.6 threshold=0 312.55000000000013 365.72000000000008 216.24000000000004 21.947000000000003 61.612500000000004 25.164000000000005 1 2 2022.5000000000002 2022.5000000000002 243.26250000000002 decision_type=9 2 2 2 2 2 2 9 9 2 2 2 left_child=9 2 3 4 7 6 -6 10 -9 -1 -2 -5 right_child=1 -3 -4 11 5 -7 -8 8 -10 -11 -12 -13 leaf_value=0.1017835204520922 -0.068014481967350215 0.39021568107604976 -0.25041574478149414 0.25587612795829773 -0.012024493024468759 0.52861540706069388 0.56557762557809999 0.064391252831272464 -0.0033096141480316206 0.23790305755471672 -0.16875757811619685 0.1142521395161748 leaf_weight=89 53 20 20 20 354 27 22 220 12399 93 65 32 leaf_count=89 53 20 20 20 354 27 22 220 12399 93 65 32 internal_value=0 -0.000513879 -0.00110574 -0.000727773 -0.00139835 0.0557287 0.0217714 -0.00320586 -0.00207926 0.162415 -0.113859 0.168723 internal_weight=0 13232 13212 13192 13140 403 376 12737 12619 182 118 52 internal_count=13414 13232 13212 13192 13140 403 376 12737 12619 182 118 52 cat_boundaries=0 3 6 10 cat_threshold=0 16384 18874624 256 0 1111490560 67108864 65536 671744 32800 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=14 num_cat=3 split_feature=3 25 10 11 25 24 8 0 3 5 26 11 11 split_gain=56777.2 54288.9 17807.2 13112 13788.1 17740.4 24688.7 12992.4 12976.8 9580.63 9023.55 583.778 568.871 threshold=333.3454000000001 0 233.43000000000004 95.142500000000013 1 2 17.849000000000004 284.98750000000007 216.24000000000004 8.3918550000000014 2022.5000000000002 257.43900000000002 170.05500000000004 decision_type=2 9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 10 3 4 5 9 -7 8 -6 -3 -1 12 -5 right_child=-2 2 -4 11 7 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.10644479740749706 0.47791494827270503 0.065376392375614684 -0.24088838538815899 -0.12156329698860646 -0.0041364285939271992 -0.022594905872857597 0.29357669981626366 0.24530507737681981 0.21534037219153512 0.23042784816340398 0.24846598334364839 -0.093320705450716482 -0.18972323389053344 leaf_weight=88 25 472 31 24 12032 493 26 21 27 38 91 21 25 leaf_count=88 25 472 31 24 12032 493 26 21 27 38 91 21 25 internal_value=0 0.000910701 -0.00149653 -0.000934565 -0.000205682 0.0347523 -0.00662816 -0.00320959 -0.00364502 0.0761806 0.169193 -0.137433 -0.156339 internal_weight=0 13389 13210 13179 13109 1029 519 12080 12059 510 179 70 49 internal_count=13414 13389 13210 13179 13109 1029 519 12080 12059 510 179 70 49 cat_boundaries=0 3 7 8 cat_threshold=0 16384 18874624 67109377 2195456 737280 32800 3269 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=16 num_cat=4 split_feature=25 24 24 25 26 1 10 1 0 20 26 26 1 26 26 split_gain=35690.9 207200 17491.4 16894.1 11606.3 10934.9 12042.4 12585.1 12076.5 11733.9 8403.34 2724.62 428.653 123.084 2.3123 threshold=0 1 2 3 2022.5000000000002 272.07425000000006 250.05000000000004 181.87500000000003 157.57350000000002 41.990000000000009 2022.5000000000002 2022.5000000000002 223.89075000000003 2022.5000000000002 2022.5000000000002 decision_type=9 1 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 14 13 -1 6 7 8 9 -5 -10 -4 -9 -2 -3 right_child=3 2 11 5 -6 -7 -8 12 10 -11 -12 -13 -14 -15 -16 leaf_value=0.38352062129974362 -0.1464732463687074 0.018465730900667152 -0.1304241953644098 -0.0024937362524095385 0.59591487479659744 -0.17890983545780181 0.23735837277911959 0.20574988698959351 0.0067705718208761782 0.20244335574763164 -0.19187085709550925 -0.23189468427137896 0.14106238678807306 -0.12490640979463404 0.015423871863122081 leaf_weight=50 51 49 51 12716 53 35 21 20 34 28 57 55 21 55 51 leaf_count=50 51 49 51 12716 53 35 21 20 34 28 57 55 21 55 51 internal_value=0 0.10359 -0.0820111 -0.00347091 0.449199 -0.00239131 -0.00191413 -0.00230437 -0.00286314 -0.00204347 -0.117653 -0.167292 0.172617 -0.123621 0.0153767 internal_weight=0 309 206 13038 103 12932 12897 12876 12835 12744 91 106 41 106 100 internal_count=13347 309 206 13038 103 12932 12897 12876 12835 12744 91 106 41 106 100 cat_boundaries=0 3 4 5 8 cat_threshold=67108864 16448 2097408 2594 1049 0 0 34275328 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=16 num_cat=4 split_feature=25 24 24 25 26 15 15 15 7 7 10 15 26 26 26 split_gain=34980.7 203077 17143.4 16557.9 11375.4 10869.1 14024.5 24806 9961.76 14804.1 13418.2 2834.45 2670.4 120.634 2.2663 threshold=0 1 2 3 2022.5000000000002 250.05000000000004 32.879500000000014 46.655499999999996 239.51250000000002 174.00000000000003 250.05000000000004 110.47500000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 14 13 -1 6 8 -8 9 10 -5 -9 -4 -2 -3 right_child=3 2 12 5 -6 -7 7 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.37968539857864381 -0.14500851476893706 0.018281072889055526 -0.12911995429618686 -0.0031642906686424328 0.58995576165757091 -0.23531001818180083 0.43695889663696291 -0.044119475586660982 -0.16444360055421528 0.25118301992831021 0.24982014917192005 0.11062616059184074 -0.2295757406841625 -0.12365734515406869 0.015269622709236891 leaf_weight=50 51 49 51 12761 53 20 20 29 38 23 21 20 55 55 51 leaf_count=50 51 49 51 12761 53 20 20 29 38 23 21 20 55 55 51 internal_value=0 0.102554 -0.081191 -0.0034362 0.444707 -0.0023674 -0.00200842 0.140177 -0.00277232 -0.00229255 -0.00274865 0.019042 -0.165619 -0.122384 0.0152229 internal_weight=0 309 206 13038 103 12932 12912 69 12843 12805 12782 49 106 106 100 internal_count=13347 309 206 13038 103 12932 12912 69 12843 12805 12782 49 106 106 100 cat_boundaries=0 3 4 5 8 cat_threshold=67108864 16448 2097408 2594 1049 0 0 34275328 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=11 num_cat=2 split_feature=4 25 25 0 0 14 13 26 0 26 split_gain=34899.5 35986.7 15305.5 16059.6 17227.8 10050.3 11275.3 7937.95 601.314 63.8255 threshold=344.25000000000006 0 1 338.28750000000008 181.87500000000003 115.96500000000002 123.84500000000003 2022.5000000000002 235.50000000000003 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=0.076700565069913865 0.32894865691661834 -0.13803158197402954 -0.0023686862565672874 0.25575908541679382 -0.19740554346192268 -0.18516276784737903 0.19172426096598308 0.20742413584391275 -0.13650977800874148 -0.12242077035253698 leaf_weight=96 32 50 12875 24 31 30 30 90 34 55 leaf_count=96 32 50 12875 24 31 30 30 90 34 55 internal_value=0 -0.00169177 -0.00369567 -0.00267935 -0.00315853 -0.00234248 -0.00191748 0.132813 -0.165552 -0.118563 internal_weight=0 13315 13129 13024 13000 12935 12905 186 65 105 internal_count=13347 13315 13129 13024 13000 12935 12905 186 65 105 cat_boundaries=0 3 6 cat_threshold=0 16384 18874624 0 0 34275328 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=9 num_cat=2 split_feature=4 25 25 0 0 12 14 0 split_gain=34205 35270.5 15000.9 15740 16885 11392.6 9806.33 589.348 threshold=344.25000000000006 0 1 338.28750000000008 181.87500000000003 246.67500000000004 115.96500000000002 235.50000000000003 decision_type=2 9 9 2 2 2 2 2 left_child=1 -1 -3 4 5 6 -4 -6 right_child=-2 2 3 -5 7 -7 -8 -9 leaf_value=0.13148526836414726 0.32565918028354646 -0.11737716798937839 -0.0023030928623372429 0.25320150812466941 -0.19543148877159244 0.21535336971282959 -0.18331113827228546 -0.13514468087869533 leaf_weight=186 32 105 12881 24 31 24 30 34 leaf_count=186 32 105 12881 24 31 24 30 34 internal_value=0 -0.00167486 -0.00365871 -0.00265256 -0.00312695 -0.00231906 -0.00272368 -0.163897 internal_weight=0 13315 13129 13024 13000 12935 12911 65 internal_count=13347 13315 13129 13024 13000 12935 12911 65 cat_boundaries=0 3 6 cat_threshold=0 16384 18874624 0 0 34275328 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=15 num_cat=3 split_feature=25 4 25 26 26 25 1 10 1 0 12 26 1 26 split_gain=33624.8 139015 38495.7 20681.9 17215.4 15644.1 10761.8 11584.8 12347 11617.9 9832.26 8159.67 423.181 118.483 threshold=0 24.23535 1 2022.5000000000002 2022.5000000000002 2 272.07425000000006 250.05000000000004 181.87500000000003 157.57350000000002 246.67500000000004 2022.5000000000002 223.89075000000003 2022.5000000000002 decision_type=9 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 13 7 8 9 10 -7 -11 -10 -2 right_child=5 -3 3 -5 -6 6 -8 -9 12 11 -12 -13 -14 -15 leaf_value=0.034850568569881814 -0.14118277610517016 0.91009025645256048 0.046864661139410901 0.28329043149948119 -0.18614799608503071 -0.0023278088441363214 -0.17743620628118514 0.23283544790177119 0.20394921875000002 0.0072333004194147441 0.21956981039047244 -0.18850695362216549 0.13967593964366684 -0.12002279445799914 leaf_weight=71 51 20 74 74 70 12724 35 21 20 34 20 57 21 55 leaf_count=71 51 20 74 74 70 12724 35 21 20 34 20 57 21 55 internal_value=0 0.100556 0.0480121 0.15463 -0.0699071 -0.00335965 -0.00232075 -0.00184732 -0.00223007 -0.00278353 -0.00197957 -0.115373 0.171029 -0.118979 internal_weight=0 309 289 148 141 13038 12932 12897 12876 12835 12744 91 41 106 internal_count=13347 309 289 148 141 13038 12932 12897 12876 12835 12744 91 41 106 cat_boundaries=0 3 5 8 cat_threshold=67108864 16448 2097408 0 64 0 0 34275328 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=14 num_cat=2 split_feature=25 3 3 26 3 5 25 4 6 8 15 8 3 split_gain=38547.5 39971.2 43202.8 19411.6 19297.5 14087.2 13137.1 28689.4 23168.8 20370.8 18661.1 11618.1 11566.9 threshold=0 216.24000000000004 365.72000000000008 2022.5000000000002 279.07800000000003 290.58750000000009 1 233.80500000000004 223.36075000000002 178.65425000000002 32.879500000000014 178.65425000000002 99.322500000000019 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=3 5 4 -1 -3 6 9 8 11 10 12 -8 -2 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.053100367553772461 0.016484709264094562 0.23663120529868387 -0.15076931817190986 0.29775407019783467 0.63028673195838925 -0.24203104794025421 -0.0023555132140153727 -0.32262880670172828 0.26655944165773693 0.34707645225524902 0.29610326821804051 -0.19025338561245889 0.25886347436904905 leaf_weight=62 1267 33 21 68 20 24 11690 28 32 20 25 33 20 leaf_count=62 1267 33 21 68 20 24 11690 28 32 20 25 33 20 internal_value=0 0.00132566 0.233087 0.168139 0.38518 2.13674e-05 0.000464315 -0.00291003 -0.00215095 0.0301099 0.0255076 -0.00288444 0.0202513 internal_weight=0 13213 74 130 53 13139 13115 11783 11755 1332 1312 11723 1287 internal_count=13343 13213 74 130 53 13139 13115 11783 11755 1332 1312 11723 1287 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32 134218240 2149646464 17500160 32768 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=14 num_cat=3 split_feature=25 3 3 26 3 15 6 8 25 24 14 6 15 split_gain=37780.4 39175.8 42343 19025.3 18913.5 14089.1 16071.4 20615.9 14569.8 19723.1 13329.3 8558.6 1745.64 threshold=0 216.24000000000004 365.72000000000008 2022.5000000000002 279.07800000000003 95.142500000000013 223.36075000000002 269.79925000000003 1 2 182.65800000000004 269.79925000000003 237.02500000000003 decision_type=9 2 2 2 2 2 2 2 9 1 2 2 2 left_child=3 5 4 -1 -3 6 7 8 9 -2 -10 -8 -7 right_child=1 2 -4 -5 -6 12 11 -9 10 -11 -12 -13 -14 leaf_value=0.052569363232581844 0.037955498923994087 0.23426489916714754 -0.14926161902291435 0.29477652276263516 0.62398387455940252 -0.11844436314972966 0.34272526073455806 0.29908286882483442 0.00092957885524915754 -0.10828673610652702 0.25929442071914671 0.067569424601701594 -0.24590930916014173 leaf_weight=62 136 33 21 68 20 22 20 23 12605 266 20 26 21 leaf_count=62 136 33 21 68 20 22 20 23 12605 266 20 26 21 internal_value=0 0.0013124 0.230756 0.166458 0.381329 2.11537e-05 0.000614524 -4.31801e-05 -0.000571306 -0.0590914 0.00133781 0.187202 -0.180695 internal_weight=0 13213 74 130 53 13139 13096 13050 13027 402 12625 46 43 internal_count=13343 13213 74 130 53 13139 13096 13050 13027 402 12625 46 43 cat_boundaries=0 4 6 7 cat_threshold=0 16384 35651840 32 67125248 32848 1298 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=14 num_cat=3 split_feature=25 3 3 26 3 5 25 8 15 0 8 6 25 split_gain=37028.8 38396.4 41500.4 18646.7 18537.1 13824.4 12842.2 19798.7 18451 19337.4 17697.2 29924.3 11729.8 threshold=0 216.24000000000004 365.72000000000008 2022.5000000000002 279.07800000000003 290.58750000000009 1 178.65425000000002 32.879500000000014 181.87500000000003 174.00000000000003 223.36075000000002 2 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 9 left_child=3 5 4 -1 -3 6 7 8 9 -2 11 12 -8 right_child=1 2 -4 -5 -6 -7 10 -9 -10 -11 -12 -13 -14 leaf_value=0.052043662917229443 0.013621769058328577 0.23192224372516979 -0.14776900336855936 0.29182876467704771 0.61774402451515198 -0.23976339101791383 -0.053866244893555244 0.34225471663475032 0.29430157504081728 0.25532001411213595 -0.21286237981915473 0.3132605190674464 -0.0010026364485476967 leaf_weight=62 1253 33 21 68 20 24 426 20 25 34 40 30 11287 leaf_count=62 1253 33 21 68 20 24 426 20 25 34 40 30 11287 internal_value=0 0.00129874 0.228448 0.164793 0.377515 2.04067e-05 0.000459203 0.0297702 0.0252336 0.020007 -0.00287706 -0.00216424 -0.00297212 internal_weight=0 13213 74 130 53 13139 13115 1332 1312 1287 11783 11743 11713 internal_count=13343 13213 74 130 53 13139 13115 1332 1312 1287 11783 11743 11713 cat_boundaries=0 4 8 10 cat_threshold=0 16384 35651840 32 134218240 2149646464 17500160 32768 67125504 32848 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=11 num_cat=1 split_feature=25 10 7 26 12 8 5 7 7 15 split_gain=36292.1 37963.4 20592 18275.6 16883.9 23721.3 22289 12836.5 15359.7 10120.4 threshold=0 279.07800000000003 174.00000000000003 2022.5000000000002 207.80256000000003 269.79925000000003 290.58750000000009 218.62500000000003 355.00000000000006 33.729000000000013 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 9 -4 -9 -2 right_child=1 -3 7 -5 -6 -7 -8 8 -10 -11 leaf_value=0.051523230585359764 0.00090110770720241366 0.42612830843244281 0.38578247213363648 0.28891046187456915 -0.26529494623343153 0.3443129873275757 -0.33392180252075193 -0.05708372124036154 0.300683810710907 -0.10550828042295245 leaf_weight=62 12968 21 20 68 24 20 20 30 20 90 leaf_count=62 12968 21 20 68 24 20 20 30 20 90 internal_value=0 0.00128534 0.00061002 0.163145 -0.000302502 0.000183054 -0.000343219 0.171669 0.0860233 0.000167699 internal_weight=0 13213 13192 130 13122 13098 13078 70 50 13058 internal_count=13343 13213 13192 130 13122 13098 13078 70 50 13058 cat_boundaries=0 4 cat_threshold=0 16384 35651840 32 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=10 num_cat=0 split_feature=4 9 3 3 10 15 15 6 3 split_gain=25765.9 19251.9 10907.2 20338.4 10138.2 9357.78 37101.2 5427.69 755.579 threshold=293.85000000000008 289.96890000000008 344.25000000000006 216.24000000000004 273.29900000000004 33.729000000000013 27.749250000000004 5.3195730000000001 243.26250000000002 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=0.0028371756369489371 0.29569004917144776 -0.30772816252708435 -0.19802323800546151 0.25362974575587682 -0.21712114583878289 -0.049770470815045494 0.43387032382376489 -0.2189732854641401 0.1736520281544438 leaf_weight=13081 30 20 27 21 21 70 20 26 27 leaf_count=13081 30 20 27 21 21 70 20 26 27 internal_value=0 0.00229605 0.0027625 0.00317116 0.00242501 0.00277436 0.00349519 -0.0955962 0.208642 internal_weight=0 13313 13293 13266 13218 13197 13101 96 48 internal_count=13343 13313 13293 13266 13218 13197 13101 96 48 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=13 num_cat=0 split_feature=3 3 8 0 12 10 3 0 2 0 0 0 split_gain=35370.6 62120.5 31288.9 21182.3 23143.5 21144.9 17515.4 11166 8665.87 4492.47 5626.04 752.241 threshold=216.24000000000004 376.61250000000007 274.22475000000003 200.13000000000002 219.02500000000003 206.27675000000002 279.07800000000003 153.43270000000004 293.85000000000008 376.61250000000007 284.98750000000007 241.78314000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 5 7 -2 8 -1 10 11 -5 right_child=1 -3 -4 9 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.00059344782708878113 0.2376178589463234 -0.26189576625823974 -0.38811019352504184 -0.17005035872970306 0.33915283370018001 -0.24330084400122157 0.5994045471108479 0.22448590647090566 -0.16798862692809874 -0.023592226028442385 -0.33514574813842773 -0.090875406549090432 leaf_weight=12989 32 20 21 28 20 36 23 22 31 20 20 21 leaf_count=12989 32 20 21 28 20 36 23 22 31 20 20 21 internal_value=0 0.215362 -0.00241883 -0.00180462 -0.000759889 -0.00127971 0.38891 -0.000611659 -0.000992008 -0.155557 -0.193807 -0.136118 internal_weight=0 75 13208 13187 13098 13078 55 13042 13020 89 69 49 internal_count=13283 75 13208 13187 13098 13078 55 13042 13020 89 69 49 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=13 num_cat=2 split_feature=4 25 25 5 14 13 9 10 2 3 1 26 split_gain=55731.4 38470.2 27588.6 14065.4 13352.8 16631.2 9422.41 21089.2 8796.79 2973.85 3942.5 1779.76 threshold=344.25000000000006 0 1 107.74244000000002 95.142500000000013 92.932500000000019 239.51250000000002 250.05000000000004 140.32000000000002 25.505000000000003 1.26895 2022.5000000000002 decision_type=2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 11 3 8 5 6 7 -4 9 10 -3 -1 right_child=-2 2 4 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.14890915518882228 0.46135036908663241 -0.079820669533083685 -0.00087054716214874663 0.17950397157669065 -0.19594785836764744 0.20853442254819368 0.17906036711972334 -0.3180340353647868 -0.29135837364764444 0.028887672631636909 -0.20712518105140099 0.22957063612291367 leaf_weight=51 26 378 12556 20 35 38 29 21 21 23 26 59 leaf_count=51 26 378 12556 20 35 38 29 21 21 23 26 59 internal_value=0 -0.0020844 -0.00370692 -0.0782877 -0.000894509 -0.000355287 -0.000984972 -0.00140012 -0.0915437 -0.0817167 -0.0880135 0.176159 internal_weight=0 13257 13147 468 12679 12644 12606 12577 448 427 404 110 internal_count=13283 13257 13147 468 12679 12644 12606 12577 448 427 404 110 cat_boundaries=0 4 8 cat_threshold=0 16384 33571072 32 256 0 2167209984 512 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=14 num_cat=3 split_feature=4 8 25 25 6 5 5 4 0 24 26 6 5 split_gain=54622.3 49126.8 42948.3 25537.1 20247.3 16585.6 13545.1 9927.63 6838.94 5570.85 2803.83 1568.21 397.658 threshold=344.25000000000006 274.22475000000003 0 1 223.36075000000002 205.12500000000003 107.74244000000002 149.69580000000005 115.96500000000002 2 2022.5000000000002 285.62500000000006 285.62500000000006 decision_type=2 2 9 9 2 2 2 2 2 1 2 2 2 left_child=1 2 10 6 5 7 8 -5 9 -4 -1 -6 -7 right_child=-2 -3 3 4 11 12 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.24234748282675017 0.45673685514009921 -0.47422126770019535 -0.0098598474328374045 -0.0010001563068361022 0.27273951482205167 -0.15569428920745851 0.17770893025398254 0.13880451863887264 -0.25251205186049147 -0.098859015859132954 0.14641631777324374 0.15551966476440432 -0.21268151168823241 leaf_weight=59 26 22 106 12504 21 24 20 51 24 313 63 25 25 leaf_count=59 26 22 106 12504 21 24 20 51 24 313 63 25 25 internal_value=0 -0.00206356 -0.00127871 -0.0030821 -0.000384289 -0.00114889 -0.0752248 -0.000432252 -0.088342 -0.0789384 0.178202 0.209033 -0.184769 internal_weight=0 13257 13235 13113 12650 12604 463 12555 443 419 122 46 49 internal_count=13283 13257 13235 13113 12650 12604 463 12555 443 419 122 46 49 cat_boundaries=0 4 8 9 cat_threshold=0 16384 1107296512 32768 256 0 2167209984 512 273 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=53535.5 48149 18268.3 40562.1 26491 21049.4 9118.27 722.844 559.798 threshold=344.25000000000006 274.22475000000003 200.13000000000002 157.57350000000002 206.27675000000002 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=-0.00029053291432918455 0.4521695004976713 -0.46947905800559303 -0.1493964252948761 0.44969131398200984 -0.2612346692268665 0.31612391676221574 -0.15965960757186015 -0.17553311699912663 -0.078416256427764897 leaf_weight=13032 26 22 25 20 39 21 36 42 20 leaf_count=13032 26 22 25 20 39 21 36 42 20 internal_value=0 -0.00204374 -0.00126674 -0.000311051 -0.000996612 -0.000221206 -0.000729566 -0.145697 -0.11785 internal_weight=0 13257 13235 13148 13128 13089 13068 87 45 internal_count=13283 13257 13235 13148 13128 13089 13068 87 45 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=22 num_cat=6 split_feature=25 25 3 8 25 24 5 5 2 25 0 9 2 6 24 26 26 0 9 26 8 split_gain=38824.1 29743.7 18818.7 12948.3 10467.4 13709.1 38610 26953.1 16066.4 11726.7 9398.79 8475.89 7339.68 8193.85 6682.2 7104.96 7032.69 6282.31 6178.43 1060.01 428.383 threshold=0 1 25.505000000000003 183.80721500000004 2 3 8.3918550000000014 48.477070000000005 117.39000000000001 4 115.96500000000002 37.82800000000001 233.80500000000004 223.36075000000002 5 2022.5000000000002 2022.5000000000002 11.177000000000001 197.74150000000003 2022.5000000000002 246.67500000000004 decision_type=9 9 2 2 9 1 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 left_child=17 2 10 4 5 6 9 -8 11 -3 14 -7 13 18 16 -16 -2 19 -6 -1 -5 right_child=1 3 -4 20 12 8 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=0.098130944828654448 -0.09939967583801787 0.1261144754893723 0.14937332584011939 -0.14291556523604829 -0.0024871687344717079 -0.0089130795266268402 0.62299750459194192 0.10383352565765382 0.27199772381782533 0.015020653080666203 -0.29837292909622193 -0.21862401521205904 -0.16453054325921193 0.17489441438363149 -0.07668215742616942 -0.18445492917050918 0.057783449498089876 0.31025453615188597 -0.1598654552459717 0.14736087750852778 -0.20605916386558895 leaf_weight=86 59 116 31 22 11400 530 20 20 20 425 24 20 28 26 132 114 55 20 25 89 21 leaf_count=86 59 116 31 22 11400 530 20 20 20 425 24 20 28 26 132 114 55 20 25 89 21 internal_value=0 -0.00327863 -0.0855689 -0.00051855 7.08322e-05 0.0286861 0.0625398 0.363416 -0.00630424 0.0414499 -0.106764 -0.0165389 -0.00282096 -0.00242801 -0.09399 -0.121679 -0.0216653 0.135412 -0.00283154 0.123168 -0.173753 internal_weight=0 13088 415 12673 12630 1151 581 40 570 541 384 550 11479 11451 360 246 114 195 11425 175 43 internal_count=13283 13088 415 12673 12630 1151 581 40 570 541 384 550 11479 11451 360 246 114 195 11425 175 43 cat_boundaries=0 3 7 11 12 15 16 cat_threshold=0 16448 256 256 0 2166947840 512 16905 2147516416 1107446784 32800 1111 16392 32768 33555456 2577 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=9 num_cat=0 split_feature=3 4 5 0 5 2 6 2 split_gain=31995.1 24325.7 15864.4 25669.8 9460.43 7593.59 14549.2 3580.98 threshold=333.3454000000001 365.72000000000008 280.57800000000003 355.00000000000006 217.36500000000004 228.18750000000003 228.18750000000003 285.62500000000006 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=0.000351855870213363 0.31098765373229981 -0.32570622568545132 0.21240933023180281 -0.34207447052001955 -0.17193938314914703 0.19714771915365148 -0.1672493021763288 0.043869365198271615 leaf_weight=13114 33 23 35 22 32 27 52 35 leaf_count=13114 33 23 35 22 32 27 52 35 internal_value=0 -0.000772783 -0.000211585 -0.000771872 -0.000205609 0.000209834 -0.000310096 0.11062 internal_weight=0 13340 13317 13282 13260 13228 13166 62 internal_count=13373 13340 13317 13282 13260 13228 13166 62 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=12 num_cat=2 split_feature=25 3 25 5 0 2 26 0 26 26 0 split_gain=57523.7 48727.1 33417.8 23731.5 15810.3 17952.1 11986 11642.8 4137.32 2205.67 2411.7 threshold=0 333.3454000000001 1 280.57800000000003 200.13000000000002 279.07800000000003 2022.5000000000002 153.43270000000004 2022.5000000000002 2022.5000000000002 259.57500000000005 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=8 2 6 4 5 7 -2 -4 -1 -6 -11 right_child=1 -3 3 -5 9 -7 -8 -9 -10 10 -12 leaf_value=-0.17023614243457194 0.065084483255942668 0.41147708037803915 -0.0012785188344956355 0.27584359784280099 -0.081332829921476307 0.24400869967540106 0.25899950620006112 0.23437336053167068 -0.28969686136407369 -0.12071727379508641 -0.26893971922535759 leaf_weight=57 60 29 12943 31 31 30 68 21 59 23 21 leaf_count=57 60 29 12943 31 31 30 68 21 59 23 21 internal_value=0 0.00201626 0.00112011 -0.000511073 -0.00116698 -0.000331366 0.155921 -0.000896793 -0.212663 -0.145941 -0.19146 internal_weight=0 13257 13228 13100 13069 12994 128 12964 116 75 44 internal_count=13373 13257 13228 13100 13069 12994 128 12964 116 75 44 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 0 16384 4718848 32 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=9 num_cat=0 split_feature=3 4 5 0 5 2 6 2 split_gain=30682.2 23795.6 15209.9 24945 9219.58 7285.84 14233.2 3580.48 threshold=333.3454000000001 365.72000000000008 280.57800000000003 355.00000000000006 217.36500000000004 228.18750000000003 228.18750000000003 285.62500000000006 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=0.00036344797301819312 0.30454050728769011 -0.32213011866030483 0.20798703711373467 -0.33720030264420942 -0.16972571387887 0.19488942658459699 -0.16540774010694942 0.041621667768274036 leaf_weight=13114 33 23 35 22 32 27 52 35 leaf_count=13114 33 23 35 22 32 27 52 35 internal_value=0 -0.000756765 -0.000201716 -0.000750324 -0.000192111 0.000218009 -0.000291276 0.108367 internal_weight=0 13340 13317 13282 13260 13228 13166 62 internal_count=13373 13340 13317 13282 13260 13228 13166 62 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=56312.2 47042.8 28615.2 20679.4 17483.5 13963.1 11319.9 10355 4034.55 3205.54 threshold=0 333.3454000000001 1 280.57800000000003 333.3454000000001 200.13000000000002 153.43270000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=8 2 7 4 5 6 -4 -2 -1 -7 right_child=1 -3 3 -5 -6 9 -8 -9 -10 -11 leaf_value=-0.16855016461589881 0.051930482236644891 0.40431691103968126 -0.00034969282414065147 0.25330121725797655 -0.28952769415719171 -0.058021681785583493 0.23201229719888594 0.20964769804342226 -0.28651786739543333 -0.19207552068612793 leaf_weight=57 79 29 12913 32 21 30 21 88 59 44 leaf_count=57 79 29 12913 32 21 30 21 88 59 44 internal_value=0 0.00199495 0.00111444 -0.000597486 -0.00122154 -0.000756096 2.75765e-05 0.12741 -0.210412 -0.137729 internal_weight=0 13257 13228 13061 13029 13008 12934 167 116 74 internal_count=13373 13257 13228 13061 13029 13008 12934 167 116 74 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 67108864 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 26 0 26 26 0 split_gain=55191.6 46106.7 32444.8 22509.8 15041.3 17505.1 11582.8 11183 3954.26 2103.69 2305.8 threshold=0 333.3454000000001 1 280.57800000000003 200.13000000000002 279.07800000000003 2022.5000000000002 153.43270000000004 2022.5000000000002 2022.5000000000002 259.57500000000005 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=8 2 6 4 5 7 -2 -4 -1 -6 -11 right_child=1 -3 3 -5 9 -7 -8 -9 -10 10 -12 leaf_value=-0.1668646622749797 0.064366458932558698 0.4002737433334877 -0.0012601968697728081 0.26864328092144385 -0.079255213583669354 0.24095152437066039 0.25499185148407433 0.22969218901225499 -0.2836526857796362 -0.11763412045395892 -0.26256581908180598 leaf_weight=57 60 29 12943 31 31 30 68 21 59 23 21 leaf_count=57 60 29 12943 31 31 30 68 21 59 23 21 internal_value=0 0.001975 0.00110329 -0.000503973 -0.00114278 -0.000327739 0.153634 -0.000886084 -0.208308 -0.142352 -0.186806 internal_weight=0 13257 13228 13100 13069 12994 128 12964 116 75 44 internal_count=13373 13257 13228 13100 13069 12994 128 12964 116 75 44 cat_boundaries=0 4 8 cat_threshold=0 0 35782656 32768 0 16384 4718848 32 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=9 num_cat=0 split_feature=10 8 5 7 4 3 0 26 split_gain=57620.9 25640.2 17806.9 20345.4 47898 12526.8 11745.5 4444.82 threshold=279.07800000000003 274.22475000000003 335.87040000000007 280.57800000000003 333.3454000000001 238.08750000000003 269.79925000000003 2022.5000000000002 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=0.0015817245353809144 0.5001224550993546 -0.34194281144575639 -0.29123244694301059 0.29108618040879569 -0.45628337611322822 -0.049509258747100826 -0.16794064110372126 -0.2461977697301794 leaf_weight=13022 23 22 21 24 23 20 41 27 leaf_count=13022 23 22 21 24 23 20 41 27 internal_value=0 -0.00083886 -0.000269404 0.000195005 -0.000336587 0.00046332 0.00104966 -0.162501 internal_weight=0 13200 13178 13157 13133 13110 13063 47 internal_count=13223 13200 13178 13157 13133 13110 13063 47 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=10 num_cat=2 split_feature=25 10 26 8 5 13 3 25 13 split_gain=66387 69599.1 67072.6 24812.6 14973.9 14565.4 13325.1 10624.3 10052.9 threshold=0 279.07800000000003 2022.5000000000002 274.22475000000003 335.87040000000007 92.932500000000019 344.25000000000006 1 214.15000000000003 decision_type=9 2 2 2 2 2 2 9 2 left_child=2 3 -1 4 5 6 7 -2 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.017522599697113037 -0.044078491571981251 0.5599589157104492 0.53314725768809423 -0.33852337663823912 -0.27582095670700074 0.29883329267855041 0.25526400184631348 -0.0010574922270073367 0.020544981956481936 leaf_weight=52 592 22 49 22 20 27 20 12394 25 leaf_count=52 592 22 49 22 20 27 20 12394 25 internal_value=0 -0.00202633 0.243562 -0.00297167 -0.0024072 -0.00198843 -0.00265624 -0.00305347 0.165041 internal_weight=0 13122 101 13100 13078 13058 13006 12986 52 internal_count=13223 13122 101 13100 13078 13058 13006 12986 52 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 16384 2097232 3221291008 32 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=11 num_cat=2 split_feature=25 26 3 4 8 17 7 25 8 8 split_gain=65066.1 65737.9 53018.6 19811 16933.4 12204.3 16343.8 14226.7 3246.96 3897.98 threshold=0 2022.5000000000002 333.3454000000001 344.25000000000006 162.18600000000004 95.142500000000013 285.62500000000006 1 274.22475000000003 228.56250000000003 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=1 -1 3 4 5 6 7 -2 9 -6 right_child=2 -3 -4 -5 8 -7 -8 -9 -10 -11 leaf_value=0.017347361491276667 0.094550848038573027 0.52781577616321795 0.42509729220949366 -0.31744345569610594 -0.18965000818515645 0.21480078174517706 -0.28771636033058168 -0.0027678898372758202 -0.26527490043640134 -0.010755833280938012 leaf_weight=52 142 49 29 20 29 26 20 12815 20 21 leaf_count=52 142 49 29 20 29 26 20 12815 20 21 internal_value=0 0.241126 -0.00200641 -0.00295395 -0.00247282 -0.00163777 -0.00207142 -0.00163051 -0.157589 -0.114514 internal_weight=0 101 13122 13093 13073 13003 12977 12957 70 50 internal_count=13223 101 13122 13093 13073 13003 12977 12957 70 50 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 0 0 50331648 32768 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=10 num_cat=2 split_feature=25 10 26 5 9 7 4 25 7 split_gain=63770.9 68153 64429.7 14600.4 11079.4 12740.2 47618.1 9481.62 2395.47 threshold=0 279.07800000000003 2022.5000000000002 335.87040000000007 279.07800000000003 162.18600000000004 293.85000000000008 1 255.10500000000002 decision_type=9 2 2 2 2 2 2 9 2 left_child=2 3 -1 4 5 6 7 -2 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.017173890700707069 0.078645700365304952 0.55413069464943632 0.522537628485232 -0.27290402841567996 -0.23769423857331276 0.18871505790286594 -0.44789742867151894 -0.0029563370489024137 0.072533023221152168 leaf_weight=52 134 22 49 20 20 36 24 12831 35 leaf_count=52 134 22 49 20 20 36 24 12831 35 internal_value=0 -0.00198565 0.238715 -0.0029211 -0.00250829 -0.00214812 -0.00287835 -0.00205456 0.131442 internal_weight=0 13122 101 13100 13080 13060 12989 12965 71 internal_count=13223 13122 101 13100 13080 13060 12989 12965 71 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 256 0 37765120 32768 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=10 num_cat=1 split_feature=25 10 26 8 13 5 7 4 13 split_gain=62501.6 66796.6 63147.6 24010.8 14397.7 14298.6 11731.5 27010.6 9803.89 threshold=0 279.07800000000003 2022.5000000000002 274.22475000000003 92.932500000000019 335.87040000000007 280.57800000000003 285.62500000000006 214.15000000000003 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=0.017002145327054536 -0.002349432923783046 0.54858936830000449 0.51731225257017177 -0.33297755588184708 0.29585479648024948 -0.27017499208450318 0.2335770691008795 -0.33813614726066588 0.021034428787231448 leaf_weight=52 12961 22 49 22 27 20 21 24 25 leaf_count=52 12961 22 49 22 27 20 21 24 25 internal_value=0 -0.00196522 0.236328 -0.00289131 -0.00233604 -0.00299898 -0.00258812 -0.00297006 0.16373 internal_weight=0 13122 101 13100 13078 13026 13006 12985 52 internal_count=13223 13122 101 13100 13078 13026 13006 12985 52 cat_boundaries=0 3 cat_threshold=0 16384 2621696 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=9 num_cat=1 split_feature=25 10 15 6 2 9 0 26 split_gain=39134.9 26471.2 14090.2 21133.6 21037 11963.3 13664.2 450.706 threshold=0 279.07800000000003 170.05500000000004 316.3010000000001 285.62500000000006 257.43900000000002 338.28750000000008 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=0.21685598339353288 -0.00086824816182222854 0.34575028592889956 -0.24349504257241886 0.3087046900662509 -0.24991480229970287 -0.2338479914448478 0.25441945303054087 0.17636555735711698 leaf_weight=56 13134 22 24 22 34 22 21 54 leaf_count=56 13134 22 24 22 34 22 21 54 internal_value=0 -0.000838919 -0.00141472 -0.000975668 -0.00149137 -0.000850377 -0.000460719 0.180564 internal_weight=0 13279 13257 13233 13211 13177 13155 110 internal_count=13389 13279 13257 13233 13211 13177 13155 110 cat_boundaries=0 4 cat_threshold=256 16384 16640 32768 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=9 num_cat=2 split_feature=25 14 5 10 4 9 25 26 split_gain=38356.1 28686.1 20694.3 24822.4 20609.4 12479.9 10432 441.738 threshold=0 182.65800000000004 280.57800000000003 250.05000000000004 365.72000000000008 257.43900000000002 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=0.21468742915562222 -0.09507663595265356 0.30301037957591392 0.2485654186479973 -0.31084574029995848 -0.32232391166687008 -0.23380599486115189 0.00017639893735384293 0.17460187415281933 leaf_weight=56 106 31 33 26 20 23 13040 54 leaf_count=56 106 31 33 26 20 23 13040 54 internal_value=0 -0.00083053 -0.00154214 -0.0021667 -0.00155818 -0.00107103 -0.000663843 0.178758 internal_weight=0 13279 13248 13215 13189 13169 13146 110 internal_count=13389 13279 13248 13215 13189 13169 13146 110 cat_boundaries=0 4 8 cat_threshold=256 16384 16640 32768 0 32768 33554432 32 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=37593.1 28115.3 14439.8 30311.9 21150.2 17804.1 23116.2 432.947 threshold=0 182.65800000000004 338.28750000000008 365.72000000000008 250.05000000000004 280.57800000000003 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=0.21254055568150113 -0.00082829739294726726 0.299980268632212 0.2140442091418851 -0.38165509178524931 -0.28636142253875735 0.26055693167906541 -0.31813154262045157 0.17285586348286383 leaf_weight=56 13121 31 31 21 26 26 23 54 leaf_count=56 13121 31 31 21 26 26 23 54 internal_value=0 -0.000822939 -0.00152743 -0.00203305 -0.00142892 -0.000866411 -0.00138353 0.176971 internal_weight=0 13279 13248 13217 13196 13170 13144 110 internal_count=13389 13279 13248 13217 13196 13170 13144 110 cat_boundaries=0 4 cat_threshold=256 16384 16640 32768 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=10 num_cat=2 split_feature=25 10 15 6 9 25 15 26 26 split_gain=36845 26454.5 13870.1 20624.8 18380.2 11860 11292.9 424.332 34.0241 threshold=0 279.07800000000003 170.05500000000004 316.3010000000001 257.43900000000002 1 32.879500000000014 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 2 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=0.21041514498846872 -0.11406027206507596 0.34566474481062459 -0.24157257412870725 0.30497558637098837 -0.27795132762442032 -0.00065777560766087483 0.14165421038866044 0.17112730503082277 -0.10298690416983196 leaf_weight=56 55 22 24 22 24 13020 56 54 56 leaf_count=56 55 22 24 22 24 13020 56 54 56 internal_value=0 -0.000814709 -0.00139031 -0.000954701 -0.00146416 -0.00096096 -4.82655e-05 0.175201 -0.0995089 internal_weight=0 13279 13257 13233 13211 13187 13076 110 111 internal_count=13389 13279 13257 13233 13211 13187 13076 110 111 cat_boundaries=0 4 8 cat_threshold=256 16384 16640 32768 0 32768 33554432 32 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=36111.8 27526 20187.6 24344.4 17997.5 15234.9 14900.6 threshold=0 182.65800000000004 280.57800000000003 269.79925000000003 257.43900000000002 337.52040000000005 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=0.17344901190201442 -0.06441160087051287 0.29682744472257555 0.24552316405556418 -0.34232875324430923 -0.27517181525627776 0.27470757102966309 0.00030078112870989118 leaf_weight=110 356 31 33 21 24 20 12794 leaf_count=110 356 31 33 21 24 20 12794 internal_value=0 -0.000806562 -0.00150363 -0.00212049 -0.00157901 -0.00108043 -0.00149988 internal_weight=0 13279 13248 13215 13194 13170 13150 internal_count=13389 13279 13248 13215 13194 13170 13150 cat_boundaries=0 4 8 cat_threshold=256 16384 16640 32768 0 2129984 33554432 32 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=10 num_cat=3 split_feature=25 7 8 5 10 25 24 7 26 split_gain=50249.2 28655.4 32686.7 15278.7 19438.5 14024.9 82801.6 13797.1 7246.71 threshold=0 285.62500000000006 280.57800000000003 285.62500000000006 269.79925000000003 1 2 211.12500000000003 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=-0.13381019130119909 0.25607482034106588 -0.32752100450021254 0.38372399590232159 0.20965914866503546 -0.31411868953704836 -0.0041401332375416659 -0.083507283685437167 0.21808203322546824 -0.28371605832129715 leaf_weight=65 119 27 22 34 20 12862 156 28 64 leaf_count=65 119 27 22 34 20 12862 156 28 64 internal_value=0 -0.00207319 -0.00141112 -0.00205209 -0.00259803 -0.00212477 0.0672682 -0.00365458 -0.193205 internal_weight=0 13268 13241 13219 13185 13165 275 12890 129 internal_count=13397 13268 13241 13219 13185 13165 275 12890 129 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097152 1 0 4194560 32800 2756 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=11 num_cat=2 split_feature=25 7 5 25 26 7 6 1 26 6 split_gain=49249.9 28085.4 26087.1 19469.2 26436.2 13025 11489.3 10238 7102.5 960.558 threshold=0 285.62500000000006 285.62500000000006 1 2022.5000000000002 206.27675000000002 176.53925000000004 339.56250000000006 2022.5000000000002 255.10500000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=8 2 3 4 -2 6 7 -5 -1 -8 right_child=1 -3 -4 5 -6 -7 9 -9 -10 -11 leaf_value=-0.13247209101456864 -0.016315002091725667 -0.32424578596044468 0.2712533858163016 -0.0028872095746804321 0.25100930887440298 0.20128308250058083 -0.17049190107513876 -0.218793031796813 -0.2808788906596601 -0.095861997400011334 leaf_weight=65 75 27 35 12936 73 31 34 22 64 35 leaf_count=65 75 27 35 12936 73 31 34 22 64 35 internal_value=0 -0.00205115 -0.00139571 -0.00211831 0.108228 -0.00344923 -0.00393907 -0.00325377 -0.191273 -0.132636 internal_weight=0 13268 13241 13206 148 13058 13027 12958 129 69 internal_count=13397 13268 13241 13206 148 13058 13027 12958 129 69 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097152 0 0 4261120 32 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=13 num_cat=2 split_feature=25 4 10 2 25 26 5 5 8 26 2 2 split_gain=48269.9 25437.5 29763.2 17551.7 22167.4 22195.6 11026.5 18532.6 10753.6 6961.16 4650.52 3226.24 threshold=0 344.25000000000006 273.29900000000004 176.53925000000004 1 2022.5000000000002 172.87500000000003 228.56250000000003 151.80020000000005 2022.5000000000002 355.00000000000006 230.65000000000003 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 left_child=9 2 3 4 5 -2 8 -8 -6 -1 11 -5 right_child=1 -3 -4 10 6 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.13114736674382138 -0.0092442106246948246 0.31044943185952995 -0.38812121033668517 -0.18646225814819337 -0.0024561258708146703 0.27603446650505065 0.35520620843638545 0.011115623590897541 -0.14011294438585378 -0.27807009987533093 -0.26264998654524485 -0.039409388142663079 leaf_weight=65 50 26 20 25 12897 60 23 49 57 64 24 37 leaf_count=65 50 26 20 25 12897 60 23 49 57 64 24 37 internal_value=0 -0.00203064 -0.00264571 -0.00206263 -0.00113039 0.134165 -0.00237409 0.121033 -0.00306184 -0.18936 -0.144457 -0.0987049 internal_weight=0 13268 13242 13222 13136 110 13026 72 12954 129 86 62 internal_count=13397 13268 13242 13222 13136 110 13026 72 12954 129 86 62 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2097152 0 0 4718848 32768 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=13 num_cat=3 split_feature=25 7 8 6 25 24 26 6 2 26 6 26 split_gain=47309.3 27485 32055.9 14753.3 12298.1 89249.1 53683.3 10231.4 11234 6822.63 831.985 787.322 threshold=0 285.62500000000006 280.57800000000003 316.3010000000001 1 2 2022.5000000000002 176.53925000000004 176.53925000000004 2022.5000000000002 235.50000000000003 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 2 left_child=9 2 3 4 5 6 -2 8 -6 -1 -9 -7 right_child=1 -3 -4 -5 7 11 -8 10 -10 -11 -12 -13 leaf_value=-0.12983589407113882 0.069343787994024894 -0.32074215588746252 0.38003889343955299 0.24571378191312154 -0.002469794402515994 -0.098100359439849849 0.51943095742531542 -0.17621637312571206 -0.1268747320281316 -0.27528939975425604 -0.09722339641302824 -0.14933644451078823 leaf_weight=65 53 27 22 24 12842 59 53 30 73 64 24 61 leaf_count=65 53 27 22 24 12842 59 53 30 73 64 24 61 internal_value=0 -0.00201034 -0.00136192 -0.00199668 -0.00244723 0.0691001 0.269009 -0.00374442 -0.00317297 -0.187467 -0.141108 -0.114596 internal_weight=0 13268 13241 13219 13195 226 106 12969 12915 129 54 120 internal_count=13397 13268 13241 13219 13195 226 106 12969 12915 129 54 120 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097152 1 0 256 32768 1925 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=10 num_cat=3 split_feature=25 7 8 5 10 25 24 7 26 split_gain=46367.8 26938 31418 14473.8 18559.1 13310.7 81055.9 13244.5 6686.86 threshold=0 285.62500000000006 280.57800000000003 285.62500000000006 269.79925000000003 1 2 211.12500000000003 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=-0.12853753610757682 0.25236643737600756 -0.31753472822683831 0.37623850822448729 0.20408271116368912 -0.30690029978752137 -0.0040117238083953663 -0.08356275473014417 0.2137147991997855 -0.27253650654107331 leaf_weight=65 119 27 22 34 20 12862 156 28 64 leaf_count=65 119 27 22 34 20 12862 156 28 64 internal_value=0 -0.00199023 -0.0013483 -0.00197671 -0.00250807 -0.00204565 0.0655574 -0.00353603 -0.185592 internal_weight=0 13268 13241 13219 13185 13165 275 12890 129 internal_count=13397 13268 13241 13219 13185 13165 275 12890 129 cat_boundaries=0 3 7 8 cat_threshold=67108864 16384 2097152 1 0 4194560 32800 2756 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=12 num_cat=5 split_feature=25 24 26 3 3 7 19 25 24 26 25 split_gain=37009.5 161527 23219.7 22691.3 30658.4 14590.3 12578.8 10731.4 19520.6 9417.87 8225.38 threshold=0 1 2022.5000000000002 365.72000000000008 272.07425000000006 285.62500000000006 106.66800000000002 2 3 2022.5000000000002 4 decision_type=9 1 2 2 2 2 2 9 1 2 9 left_child=1 2 -1 4 5 6 7 8 -2 -3 -9 right_child=3 9 -4 -5 -6 -7 -8 10 -10 -11 -12 leaf_value=0.25976761344601129 0.060923827838122363 -0.082924876253483659 0.55111636405779141 -0.33771400451660155 0.39060215473175047 -0.23344317241951271 0.24985284006595612 0.043260381087797499 -0.088194474730918668 -0.2762296955693852 -0.00094343043531556093 leaf_weight=51 113 59 59 20 20 27 20 426 325 44 12193 leaf_count=51 113 59 59 20 20 27 20 426 325 44 12193 internal_value=0 0.128777 0.381367 -0.0011366 -0.000624546 -0.00122166 -0.00074219 -0.00112604 -0.0492221 -0.150856 0.000581902 internal_weight=0 213 110 13144 13124 13104 13077 13057 438 103 12619 internal_count=13357 213 110 13144 13124 13104 13077 13057 438 103 12619 cat_boundaries=0 4 5 8 9 12 cat_threshold=0 16384 2149581056 32 1889 1 1073742400 4259840 2058 67125248 16 1124597760 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=11 num_cat=2 split_feature=25 24 2 8 19 8 4 2 9 8 split_gain=36272.9 158313 20912.6 46018.7 12376.3 10579.8 11712.4 47654.3 16804.1 194.252 threshold=0 1 285.62500000000006 274.22475000000003 106.66800000000002 131.43000000000004 93.825000000000017 19.471450000000004 148.98750000000004 203.96813100000003 decision_type=9 1 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 8 -8 -2 -7 right_child=2 -3 -4 -5 -6 9 7 -9 -10 -11 leaf_value=0.37755311620235449 -0.0012770887099430529 -0.14934696908545705 -0.24881233748267678 0.47883090877532958 0.24735431563854218 -0.17303193005648529 0.0093292346575017115 0.54275019788742063 -0.18681647175428817 -0.13228918499276041 leaf_weight=110 12851 103 34 20 20 22 103 20 49 25 leaf_count=110 12851 103 34 20 20 22 103 20 49 25 internal_value=0 0.12749 -0.00112512 -0.000483615 -0.00121595 -0.00159632 -0.00105582 0.0960644 -0.00198185 -0.15136 internal_weight=0 213 13144 13110 13090 13070 13023 123 12900 47 internal_count=13357 213 13144 13110 13090 13070 13023 123 12900 47 cat_boundaries=0 4 5 cat_threshold=0 16384 2149581056 32 1889 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=11 num_cat=2 split_feature=25 8 26 8 13 2 4 25 4 8 split_gain=43958.8 33504.4 21896.1 17580 14538.9 15058.5 16566.5 14674.1 4014.27 108.282 threshold=0 312.55000000000013 2022.5000000000002 162.18600000000004 206.70431000000005 285.62500000000006 216.24000000000004 1 255.10500000000002 228.56250000000003 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 -8 -5 right_child=1 -3 -4 9 -6 -7 8 -9 -10 -11 leaf_value=0.058886279233040351 0.05026714837330569 0.40815075111389165 0.32156984288875878 -0.20629799430186932 0.26215439841860816 -0.22879764239592798 0.27747473103659498 -0.0035983866082497564 0.10519742102999435 -0.17615403878417885 leaf_weight=62 517 20 65 26 21 29 21 12536 38 22 leaf_count=62 517 20 65 26 21 29 21 12536 38 22 internal_value=0 -0.000833543 0.179219 -0.00145338 -0.000756723 -0.00117687 -0.000673437 -0.00142914 0.166516 -0.192482 internal_weight=0 13230 127 13210 13162 13141 13112 13053 59 48 internal_count=13357 13230 127 13210 13162 13141 13112 13053 59 48 cat_boundaries=0 4 8 cat_threshold=0 16384 35651840 32 67125248 16 3238658048 32768 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=12 num_cat=4 split_feature=25 24 26 3 3 7 26 8 25 24 4 split_gain=35045.6 155520 22588.8 22232.2 30003.7 14302.9 9353.58 9252.01 10081.7 37274.6 9321.37 threshold=0 1 2022.5000000000002 365.72000000000008 272.07425000000006 285.62500000000006 2022.5000000000002 269.79925000000003 2 3 216.24000000000004 decision_type=9 1 2 2 2 2 2 2 9 1 2 left_child=1 2 -1 4 5 7 -3 8 9 -2 -10 right_child=3 6 -4 -5 -6 -7 -8 -9 10 -11 -12 leaf_value=0.25295658639686947 0.1769206474922799 -0.081150660070322331 0.54032042890787124 -0.33426215934753417 0.38642693543434142 -0.2311135223176744 -0.27379448132081463 0.21420101928710938 -0.0034271102016039706 -0.0081544992320677807 0.14075668062104119 leaf_weight=51 138 59 59 20 20 27 44 20 12459 415 45 leaf_count=51 138 59 59 20 20 27 44 20 12459 415 45 internal_value=0 0.125313 0.373164 -0.00110677 -0.000599911 -0.00119061 -0.148981 -0.000715891 -0.00104509 0.0403527 -0.00290589 internal_weight=0 213 110 13144 13124 13104 103 13077 13057 553 12504 internal_count=13357 213 110 13144 13124 13104 103 13077 13057 553 12504 cat_boundaries=0 4 5 9 10 cat_threshold=0 16384 2149581056 32 1889 67125248 524304 1124728832 32768 2177 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=10 num_cat=1 split_feature=25 8 8 13 2 4 9 4 8 split_gain=42700.9 32663.3 17380 14187 14784.4 16014.5 18753.9 3943.84 101.892 threshold=0 312.55000000000013 162.18600000000004 206.70431000000005 285.62500000000006 216.24000000000004 155.50120000000001 255.10500000000002 228.56250000000003 decision_type=9 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -7 -4 right_child=1 -3 8 -5 -6 7 -8 -9 -10 leaf_value=0.17663219355318668 -0.00065329952721344758 0.40299277305603026 -0.20477821739820334 0.25896535055977959 -0.22669943475517734 0.27370066551935102 -0.19279023862936917 0.10294142773276882 -0.17553720355033875 leaf_weight=127 13002 20 26 21 29 21 51 38 22 leaf_count=127 13002 20 26 21 29 21 51 38 22 internal_value=0 -0.00082547 -0.00143748 -0.000744798 -0.00115983 -0.000660999 -0.00140401 0.16372 -0.191376 internal_weight=0 13230 13210 13162 13141 13112 13053 59 48 internal_count=13357 13230 13210 13162 13141 13112 13053 59 48 cat_boundaries=0 4 cat_threshold=0 16384 35651840 32 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=12 num_cat=2 split_feature=25 10 7 25 26 0 3 7 13 26 3 split_gain=49854 44450.4 18118.2 23674.4 106406 28511.3 20852 13169.5 9553.55 1649.28 578.875 threshold=0 279.07800000000003 174.00000000000003 1 2022.5000000000002 338.28750000000008 228.18750000000003 239.51250000000002 246.67500000000004 2022.5000000000002 333.3454000000001 decision_type=9 2 2 9 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 6 8 -4 -5 -1 -8 right_child=1 -3 7 5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.16271524207932608 -0.13912434319003683 0.4509893252632835 0.33541482607523598 -0.0006082764878793149 0.46742573418400507 0.3297573955242451 -0.1804129389354161 0.050991642824033408 -0.21933653497695921 -0.23324193171092444 -0.25085285949707031 leaf_weight=63 61 22 27 12858 55 26 28 41 20 70 20 leaf_count=63 61 22 27 12858 55 26 28 41 20 70 20 internal_value=0 0.00186722 0.00111646 0.00026928 0.136681 -0.00105716 -0.00172339 0.163924 -0.000947969 -0.18586 -0.209763 internal_weight=0 13158 13136 13068 116 12952 12926 68 12878 133 48 internal_count=13291 13158 13136 13068 116 12952 12926 68 12878 133 48 cat_boundaries=0 4 7 cat_threshold=256 16384 33554432 32800 0 0 2687232 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=12 num_cat=4 split_feature=25 10 25 26 7 0 7 25 24 6 26 split_gain=48861.9 43565.8 21087.6 49527.7 19586.7 19209.1 15891.8 12267.3 24643.5 7238.36 1616.46 threshold=0 279.07800000000003 1 2022.5000000000002 174.00000000000003 338.28750000000008 239.51250000000002 2 3 228.18750000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 1 2 2 left_child=10 2 3 -2 5 7 -6 8 -4 -9 -1 right_child=1 -3 4 -5 6 -7 -8 9 -10 -11 -12 leaf_value=-0.16108808778581163 -0.051285485679453069 0.44647943063215778 0.053774569176915865 0.34925731484232281 0.37036914710998536 0.26058326380593433 0.050481732822046051 0.00045644703889978169 -0.11708962395423797 -0.14154482593139014 -0.23090951217923844 leaf_weight=63 66 22 124 58 25 28 41 12522 236 36 70 leaf_count=63 66 22 124 58 25 28 41 12522 236 36 70 internal_value=0 0.00184855 0.00110529 0.125911 -0.000180689 -0.00105684 0.171651 -0.00162395 -0.0583737 4.93329e-05 -0.184002 internal_weight=0 13158 13136 124 13012 12946 66 12918 360 12558 133 internal_count=13291 13158 13136 124 13012 12946 66 12918 360 12558 133 cat_boundaries=0 4 7 10 11 cat_threshold=256 16384 33554432 32800 0 0 591104 0 80 2147483648 1068 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=10 num_cat=2 split_feature=25 3 25 26 11 8 8 2 26 split_gain=47889.3 30335.8 20954.7 41910.9 10463.7 10059.6 6446.35 7113 1584.29 threshold=0 333.3454000000001 1 2022.5000000000002 257.43900000000002 269.79925000000003 162.18600000000004 117.39000000000001 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 -1 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.1594772072160055 -0.040909782250722247 0.31946077473958334 -0.0013429048792203062 0.27690260991817567 0.20824279769013326 0.22334427738189697 -0.12947256173842994 0.086901935675869832 -0.2286004172733852 leaf_weight=63 84 30 12787 82 24 20 39 92 70 leaf_count=63 84 30 12787 82 24 20 39 92 70 internal_value=0 0.00182958 0.00110513 0.109486 -0.000367057 -0.000754312 -0.00110127 -0.000712536 -0.182161 internal_weight=0 13158 13128 166 12962 12938 12918 12879 133 internal_count=13291 13158 13128 166 12962 12938 12918 12879 133 cat_boundaries=0 4 7 cat_threshold=256 16384 33554432 32800 0 0 17301760 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=11 num_cat=2 split_feature=25 10 7 4 25 26 0 7 14 26 split_gain=46936.3 42481.7 17286 33541.5 27673.9 118044 20174.9 12645.2 8329.91 1552.76 threshold=0 279.07800000000003 174.00000000000003 293.85000000000008 1 2022.5000000000002 338.28750000000008 239.51250000000002 115.96500000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 left_child=9 2 3 4 5 -2 8 -4 -6 -1 right_child=1 -3 7 -5 6 -7 -8 -9 -10 -11 leaf_value=-0.15788243517989206 -0.13720482046486901 0.44087499965320937 0.32814434404726384 -0.37324643294016518 -0.00062765942118785318 0.5079606202750836 0.28917591412862143 0.049440482651315086 -0.16216916548088192 -0.22631441473960878 leaf_weight=63 61 22 27 24 12874 53 24 41 32 70 leaf_count=63 61 22 27 24 12874 53 24 41 32 70 internal_value=0 0.00181129 0.00107733 0.000249834 0.000937039 0.149616 -0.000489156 0.160102 -0.0010282 -0.18034 internal_weight=0 13158 13136 13068 13044 114 12930 68 12906 133 internal_count=13291 13158 13136 13068 13044 114 12930 68 12906 133 cat_boundaries=0 4 7 cat_threshold=256 16384 33554432 32800 0 0 2687232 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=15 num_cat=3 split_feature=25 4 25 26 0 1 26 0 1 0 25 7 26 26 split_gain=46002.3 26702.8 20654.1 39717.7 12042 66826.9 16158.9 13036.3 11645.8 10165.5 9186.12 9389.15 8980.62 1521.86 threshold=0 272.07425000000006 1 2022.5000000000002 115.96500000000002 21.305539000000003 2022.5000000000002 269.79925000000003 272.07425000000006 241.78314000000003 2 206.27675000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 9 2 2 2 left_child=13 2 3 -2 8 6 9 -8 10 -6 12 -12 -4 -1 right_child=1 -3 4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.15630361073546939 -0.037634855168206353 0.27377156045701767 -0.013547823069846794 0.27175048168112592 -0.005309820742834182 0.62701072311401373 0.0053745171584581074 -0.29626314353035843 -0.19494198860660678 0.30970556926727294 -0.00047588628427313668 0.15297511029243471 -0.18023930056341761 -0.22405126881599427 leaf_weight=63 84 36 73 82 21 20 38 23 31 20 12632 40 58 70 leaf_count=63 84 36 73 82 21 20 38 23 31 20 12632 40 58 70 internal_value=0 0.00179317 0.00104837 0.108649 -0.00041381 0.0984672 -0.00516878 -0.108358 -0.0013541 0.148356 -0.00088536 8.48517e-06 -0.0811551 -0.178536 internal_weight=0 13158 13122 166 12956 122 102 61 12834 41 12803 12672 131 133 internal_count=13291 13158 13122 166 12956 122 102 61 12834 41 12803 12672 131 133 cat_boundaries=0 4 7 9 cat_threshold=256 16384 33554432 32800 0 0 17301760 0 64 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=11 num_cat=0 split_feature=4 3 10 0 7 7 14 4 7 14 split_gain=20211.3 29957.6 11432 9281.44 6838.7 13750.1 13202.1 12903.6 569.651 43.1302 threshold=344.25000000000006 344.25000000000006 227.60400000000001 355.00000000000006 162.18600000000004 255.10500000000002 115.96500000000002 219.40000000000003 365.72000000000008 238.56750000000002 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=0.0021703941060291295 0.26003862857818605 -0.37721202623276484 -0.18235048175734633 -0.19522475719451904 0.22841894651070618 0.0027743809873407538 -0.16761111819744109 -0.17134268028791561 -0.070965585708618162 -0.18813021387372697 leaf_weight=13102 30 21 34 24 39 22 20 43 20 21 leaf_count=13102 30 21 34 24 39 22 20 43 20 21 internal_value=0 0.000188005 0.000782782 0.00125126 0.00160668 0.0932107 0.00104397 0.0016028 -0.0323399 -0.178121 internal_weight=0 13346 13325 13291 13267 81 13186 13145 42 41 internal_count=13376 13346 13325 13291 13267 81 13186 13145 42 41 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=10 num_cat=1 split_feature=25 9 10 0 9 17 13 9 26 split_gain=30210.1 27579.8 18623 10932.8 10636.8 8511.12 13461.3 3226.07 102.439 threshold=0 223.50400000000005 227.60400000000001 276.84975000000003 155.50120000000001 95.142500000000013 118.09000000000002 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=0.14272985499838126 -0.0001357499729627384 0.15265037890862335 -0.24651600566602522 -0.18021404130493893 -0.22554126256988163 0.17706054237153793 -0.19377385801739164 0.31868727607727054 0.15978091955184937 leaf_weight=69 13039 22 31 34 21 27 36 25 72 leaf_count=69 13039 22 31 34 21 27 36 25 72 internal_value=0 -0.000841481 -0.00170389 -0.00112707 -0.000663083 -0.000302646 -0.000668903 0.240968 0.141408 internal_weight=0 13235 13188 13157 13123 13102 13075 47 141 internal_count=13376 13235 13188 13157 13123 13102 13075 47 141 cat_boundaries=0 3 cat_threshold=0 16400 256 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=12 num_cat=2 split_feature=25 4 3 0 25 5 8 8 4 4 26 split_gain=29609 29115.9 29083.3 11001 8069.41 17257.4 52453.7 15819.4 10609.9 4285.37 100.401 threshold=0 344.25000000000006 344.25000000000006 355.00000000000006 1 8.3918550000000014 31.809000000000005 162.18600000000004 147.48750000000004 27.535980000000006 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 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=0.14130255920299586 0.012344910375322468 0.3212923952511379 -0.37336570421854653 -0.22962152662731353 -0.0042043067042898128 0.048455427533431017 0.59618275296688084 -0.23592124253511429 -0.16662292569875717 0.049265648314827368 0.15818312870131598 leaf_weight=69 1997 28 21 21 10791 139 20 26 40 152 72 leaf_count=69 1997 28 21 21 10791 139 20 26 40 152 72 internal_value=0 -0.000833066 -0.00151663 -0.000924425 -0.000559622 0.0169607 0.117352 0.00915414 -0.00405214 -0.0034616 0.139994 internal_weight=0 13235 13207 13186 13165 2182 159 2023 10983 10943 141 internal_count=13376 13235 13207 13186 13165 2182 159 2023 10983 10943 141 cat_boundaries=0 3 7 cat_threshold=0 16400 256 205521417 2148073608 2720595968 32768 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=9 num_cat=2 split_feature=25 4 3 0 2 1 25 26 split_gain=29019.7 28536.5 28504.6 10782.1 8486.14 14863.6 10692.7 98.4027 threshold=0 344.25000000000006 344.25000000000006 355.00000000000006 365.72000000000008 339.56250000000006 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=0.13988952816396519 -0.063788969603534862 0.31807947771889822 -0.36963205019632972 -0.22732531592959451 0.20527664542198182 -0.25485790820225424 0.00086261743590042381 0.15660129057036506 leaf_weight=69 251 28 21 21 20 23 12871 72 leaf_count=69 251 28 21 21 20 23 12871 72 internal_value=0 -0.000824736 -0.00150147 -0.000915181 -0.000554025 -0.000867195 -0.000422005 0.138594 internal_weight=0 13235 13207 13186 13165 13145 13122 141 internal_count=13376 13235 13207 13186 13165 13145 13122 141 cat_boundaries=0 3 7 cat_threshold=0 16400 256 0 64 1074135040 32 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=21136.9 104579 28187.9 11022.9 9314.53 9758.27 18223.2 16111.3 1487.5 threshold=365.72000000000008 272.07425000000006 344.25000000000006 227.60400000000001 170.05500000000004 172.87500000000003 274.22475000000003 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=0.0014698674260401072 -0.28975905494689941 0.69017984130165799 -0.36593573297773091 -0.17910155196400251 -0.20470760209672154 0.31623239370492789 -0.30061446094512939 0.014139918153936212 -0.090923680607919333 leaf_weight=13126 25 22 21 34 20 26 20 55 27 leaf_count=13126 25 22 21 34 20 26 20 55 27 internal_value=0 0.00128393 0.000146878 0.000724555 0.00118516 0.0016845 0.00101028 0.111108 -0.139342 internal_weight=0 13351 13329 13308 13274 13227 13146 81 47 internal_count=13376 13351 13329 13308 13274 13227 13146 81 47 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=10 num_cat=0 split_feature=4 10 7 7 5 9 11 5 7 split_gain=34076.8 19241.6 10903.6 13897.5 10641.9 11017.3 9719.07 1878.82 378.907 threshold=344.25000000000006 282.93750000000006 239.51250000000002 198.34750000000003 217.36500000000004 279.07800000000003 92.090000000000018 290.58750000000009 337.52040000000005 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=0.0044675763033451927 0.33424902085335029 -0.28667500039805538 -0.18967933291480654 0.24891667822132943 -0.081053842953273225 -0.22536573069436208 -0.1190650825528428 -0.1932780487720783 -0.12886111783981324 leaf_weight=13086 31 23 21 23 35 21 64 26 20 leaf_count=13086 31 23 21 23 35 21 64 26 20 internal_value=0 0.0023139 0.0028138 0.00331745 0.00289055 0.00350086 0.00386635 -0.128887 -0.160012 internal_weight=0 13319 13296 13255 13232 13171 13150 61 41 internal_count=13350 13319 13296 13255 13232 13171 13150 61 41 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=18 num_cat=3 split_feature=4 25 24 8 3 1 1 6 8 6 4 14 10 25 4 26 26 split_gain=33398.6 26356.8 111358 40725.8 39070.2 27454.8 32388.5 24958.2 21721.1 16351.8 12175 11177.6 13840.7 10853.3 6382.18 1226.56 74.4334 threshold=344.25000000000006 0 1 263.60184000000004 2.2424500000000003 31.872000000000003 216.24000000000004 8.1582440000000016 39.071000000000012 223.36075000000002 228.18750000000003 182.65800000000004 250.05000000000004 2 11.972000000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 9 7 8 -7 16 13 10 11 12 -3 14 -4 -15 -1 right_child=-2 3 5 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 leaf_value=0.3203576599467885 0.3309065301956669 -0.00067415386438894099 -0.016742920268171188 -0.45208837103843691 -0.069294395704527154 0.40955158924234325 -0.10611826181411743 -0.055460664987564086 0.26002863588787262 0.20396762235042379 -0.23097777439200362 0.2195566981771718 -0.26395105969905852 -0.11895900845527649 -0.20204695773124695 -0.17695809720167474 0.30820436136696927 leaf_weight=110 31 12433 263 20 37 29 21 20 21 39 23 23 20 80 20 67 93 leaf_count=110 31 12433 263 20 37 29 21 20 21 39 23 23 20 80 20 67 93 internal_value=0 0.00229076 0.0590417 -0.00119434 0.223071 -0.028783 0.19297 0.281584 -0.0540059 -0.000476051 -0.00111397 -0.000690203 -0.00109699 -0.0693424 -0.0288202 -0.136133 0.31479 internal_weight=0 13319 761 12558 260 501 50 223 451 12538 12499 12476 12453 430 283 147 203 internal_count=13350 13319 761 12558 260 501 50 223 451 12538 12499 12476 12453 430 283 147 203 cat_boundaries=0 4 5 9 cat_threshold=512 2113552 4194560 512 1632 512 0 4194304 512 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=15 num_cat=1 split_feature=4 25 14 5 5 4 6 4 13 7 0 26 3 7 split_gain=32734 25832.3 23009.8 18065.8 27045.9 19876.1 30106.2 12705.5 14849.2 19266.5 14396.5 17104.4 15330.7 923.735 threshold=344.25000000000006 0 2.2105000000000006 189.44922000000003 27.130000000000006 177.71725000000004 2.8373970000000006 219.40000000000003 92.932500000000019 178.65425000000002 211.57500000000002 2022.5000000000002 272.07425000000006 269.79925000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 12 -12 -3 -11 right_child=-2 7 -4 -5 -6 -7 -8 -9 -10 13 11 -13 -14 -15 leaf_value=0.075435431304698194 0.32759747105260045 -0.00079311862693853179 -0.23314258337020874 -0.19464536628723145 0.40883690973122916 0.37793749761581424 -0.20116188645362854 -0.21396367618015835 0.20209588282638127 -0.17039592872966419 0.39563501960039144 0.012738985334123884 -0.27788051986694334 -0.2642973220348358 leaf_weight=624 31 12384 26 25 24 20 42 28 36 22 20 28 20 20 leaf_count=624 31 12384 26 25 24 20 42 28 36 22 20 28 20 20 internal_value=0 0.00226785 0.0584512 0.0695614 0.0788644 0.0673202 0.0579924 -0.0011824 -0.000707854 -0.00129221 -0.000571009 0.172279 -0.00123989 -0.215111 internal_weight=0 13319 761 735 710 686 666 12558 12530 12494 12452 48 12404 42 internal_count=13350 13319 761 735 710 686 666 12558 12530 12494 12452 48 12404 42 cat_boundaries=0 4 cat_threshold=512 2113552 4194560 512 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=10 num_cat=0 split_feature=4 10 7 7 5 4 10 5 7 split_gain=32082.6 18802.8 10553.8 13665.4 17234.7 14274.3 12447.1 745.635 381.846 threshold=344.25000000000006 282.93750000000006 239.51250000000002 174.00000000000003 217.36500000000004 233.80500000000004 211.12500000000003 280.57800000000003 337.52040000000005 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=0.0035506353396609781 0.32432149302574897 -0.28342937635338827 -0.18723494904381888 0.20345769405364991 -0.13581997333034393 -0.21813751874298884 0.23149345992753906 -0.20770101299992316 -0.1261813325881958 leaf_weight=13110 31 23 21 34 31 29 24 27 20 leaf_count=13110 31 23 21 34 31 29 24 27 20 internal_value=0 0.00224517 0.00273935 0.00323485 0.00271994 0.00347783 0.00396716 -0.169282 -0.157453 internal_weight=0 13319 13296 13255 13221 13163 13134 58 41 internal_count=13350 13319 13296 13255 13221 13163 13134 58 41 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=20 num_cat=4 split_feature=4 25 24 3 0 1 1 24 25 4 13 7 0 3 0 2 0 7 7 split_gain=31444.2 25394.8 109244 38262 40036.6 26936 31653.7 14045.4 16085.2 12276.3 14554 18866.7 14116.6 15019.9 7607.31 5916.65 1674.96 849.581 413.044 threshold=344.25000000000006 0 1 2.2424500000000003 2.822397 31.872000000000003 216.24000000000004 2 3 219.40000000000003 92.932500000000019 178.65425000000002 211.57500000000002 238.08750000000003 30.162700000000005 5.3321340000000008 269.79925000000003 269.79925000000003 5.2798230000000013 decision_type=2 9 1 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 15 7 -7 -4 14 10 11 12 13 -3 -9 18 -14 -13 -1 right_child=-2 9 5 -5 -6 6 -8 8 -10 -11 -12 17 16 -15 -16 -17 -18 -19 -20 leaf_value=0.3497921311855316 0.32107827863385602 -0.00073548968719990059 0.038440580721084888 -0.068948865323453332 -0.10755009353160859 0.4047011914746515 -0.10508531777631669 -0.0087106728424897056 -0.17263158596613828 -0.21035523393324443 0.20004563682609136 -0.17001619739965962 0.23478264142166486 -0.2326054813180651 -0.21401195669174194 0.1701502194187858 0.116226465014311 -0.26006969261169433 0.30348928104747425 leaf_weight=155 31 12376 120 37 24 29 21 185 126 28 36 22 22 28 20 22 26 20 22 leaf_count=155 31 12376 120 37 24 29 21 185 126 28 36 22 22 28 20 22 26 20 22 internal_value=0 0.00222272 0.0579283 0.220391 0.278281 -0.0290466 0.190591 -0.0540407 -0.0861279 -0.00119815 -0.000731714 -0.00131023 -0.000596552 -0.0012589 -0.0274033 0.324813 0.170565 -0.212899 0.344037 internal_weight=0 13319 761 260 223 501 50 451 331 12558 12530 12494 12452 12404 205 199 48 42 177 internal_count=13350 13319 761 260 223 501 50 451 331 12558 12530 12494 12452 12404 205 199 48 42 177 cat_boundaries=0 4 5 6 9 cat_threshold=512 2113552 4194560 512 1632 12 512 0 4194304 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=42401.5 95241 40071.4 107526 22240.1 18608.9 8466.49 8036.93 48284.4 12183.1 1892.24 threshold=365.72000000000008 279.07800000000003 0 2022.5000000000002 1 2022.5000000000002 162.18600000000004 30.846000000000007 7.1800000000000006 238.08750000000003 263.60184000000004 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=-0.11466040483060873 -0.42081282059351599 0.68944878578186042 -0.017130719175878561 0.52538618491246147 -0.00092468978365907678 -0.20829613812115727 -0.16428430618466558 0.0033258501221151916 0.52956284916400909 -0.19331368533047763 -0.047172087972814386 leaf_weight=53 24 20 106 52 12806 98 37 136 20 33 22 leaf_count=53 24 20 106 52 12806 98 37 136 20 33 22 internal_value=0 -0.000111371 -0.00114342 0.184722 -0.00275268 -0.103873 -0.00109413 -0.000552317 0.0707921 -0.00141919 -0.120615 internal_weight=0 13383 13363 105 13258 204 13054 12995 156 12839 59 internal_count=13407 13383 13363 105 13258 204 13054 12995 156 12839 59 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 0 16448 1073741824 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=11 num_cat=0 split_feature=4 4 3 8 13 8 11 8 8 8 split_gain=41557.7 93345.7 17070.7 11078.7 13582 8272.95 7416.92 2677.12 2459.01 616.031 threshold=365.72000000000008 279.07800000000003 344.25000000000006 162.18600000000004 123.84500000000003 50.533240000000013 184.96521500000003 274.22475000000003 115.96500000000002 223.50400000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 -5 right_child=-2 -3 -4 7 -6 8 -8 -9 -10 -11 leaf_value=-0.00072257617290004503 -0.41660469134648642 0.68255430603027356 -0.25711818254910984 -0.13915315306704978 0.18879461639805845 0.06934500473633147 -0.13710020012408497 -0.03980294227600098 0.19822141313552855 -0.214065603188106 leaf_weight=13116 24 20 26 23 38 57 40 22 20 21 leaf_count=13116 24 20 26 23 38 57 40 22 20 21 internal_value=0 -0.000110258 -0.00113198 -0.000632945 9.79368e-06 -0.000532322 -0.00113722 -0.129872 0.102819 -0.174907 internal_weight=0 13383 13363 13337 13271 13233 13156 66 77 44 internal_count=13407 13383 13363 13337 13271 13233 13156 66 77 44 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=10 num_cat=2 split_feature=4 4 25 26 25 26 1 10 3 split_gain=40730.7 91488.1 39303.4 105408 21759.3 18234.5 8295.98 12901.8 11866.4 threshold=365.72000000000008 279.07800000000003 0 2022.5000000000002 1 2022.5000000000002 272.07425000000006 255.10500000000002 238.08750000000003 decision_type=2 2 9 2 9 2 2 2 2 left_child=1 2 3 -1 5 -4 7 8 -6 right_child=-2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.11345819739800579 -0.4124386445681254 0.67572876262664794 -0.016866107886692263 0.52025319846776819 -0.00058703502089047139 -0.20609857238068874 -0.16446900804196635 0.25310493624210362 -0.18765045053818646 leaf_weight=53 24 20 106 52 12969 98 31 20 34 leaf_count=53 24 20 106 52 12969 98 31 20 34 internal_value=0 -0.000109155 -0.00112066 0.182955 -0.00271445 -0.102736 -0.00107393 -0.000685808 -0.00107616 internal_weight=0 13383 13363 105 13258 204 13054 13023 13003 internal_count=13407 13383 13363 105 13258 204 13054 13023 13003 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=3 25 26 25 26 0 0 14 10 26 split_gain=27465.7 34843.6 99429.6 20464.1 13699.2 8130.81 18073.7 8334.06 16724.8 536.719 threshold=333.3454000000001 0 2022.5000000000002 1 2022.5000000000002 220.33000000000001 181.87500000000003 182.65800000000004 255.10500000000002 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 7 8 -5 -7 right_child=-2 3 -4 5 -6 9 -8 -9 -10 -11 leaf_value=-0.11669075386704139 0.28302136926090016 -0.02569821204779283 0.49878782377793235 -0.001270752383373567 -0.18928737736711601 -0.077734052753448482 0.29221846716744559 0.19308093504472212 -0.29067247283458708 -0.13708958799258258 leaf_weight=53 34 106 52 12936 99 25 21 22 20 39 leaf_count=53 34 106 52 12936 99 25 21 22 20 39 internal_value=0 -0.00156049 0.17176 -0.00305926 -0.0998301 -0.00146542 -0.000912957 -0.00138728 -0.0017175 -0.113904 internal_weight=0 13373 105 13268 205 13063 12999 12978 12956 64 internal_count=13407 13373 105 13268 205 13063 12999 12978 12956 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 9 2 0 split_gain=39989.2 89549.4 16957.5 21358.4 9187.99 23957 9044.81 8302.04 5739.04 272.167 threshold=365.72000000000008 279.07800000000003 344.25000000000006 269.79925000000003 176.53925000000004 220.33000000000001 149.26580000000004 197.74150000000003 203.96813100000003 365.72000000000008 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=-0.0006188614620725514 -0.40865806659062709 0.66853992938995366 -0.25623536916879508 -0.24438610076904296 0.35012983615581805 -0.064598147074381509 0.24520660150618781 -0.13821111439981246 0.055405932980956453 -0.19509044567743938 leaf_weight=13105 24 20 26 21 26 30 21 44 66 24 leaf_count=13105 24 20 26 21 26 30 21 44 66 24 internal_value=0 -9.90441e-05 -0.00109978 -0.000602398 0.000133922 0.127954 -0.000406871 -0.00107928 0.10122 -0.218095 internal_weight=0 13383 13363 13337 13292 56 13236 13149 87 45 internal_count=13407 13383 13363 13337 13292 56 13236 13149 87 45 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=14 num_cat=3 split_feature=25 10 26 25 0 3 0 0 24 26 0 26 3 split_gain=56589.5 61161.3 32393.5 24395.9 21182.8 27265.9 15313.3 16888.3 2848.09 2498.46 948.237 940.151 201.456 threshold=0 279.07800000000003 2022.5000000000002 1 338.28750000000008 230.65000000000003 217.36500000000004 181.87500000000003 2 2022.5000000000002 250.05000000000004 2022.5000000000002 333.3454000000001 decision_type=9 2 2 9 2 2 2 2 1 2 2 2 2 left_child=2 3 -1 8 5 6 7 -5 11 -10 -8 -2 -7 right_child=1 -3 -4 4 -6 12 10 -9 9 -11 -12 -13 -14 leaf_value=0.059665032887862901 -0.078547793149948128 0.51168096998463508 0.3910386723178928 -0.0019036698008323047 0.27737461725870771 -0.20835302660542152 -0.14666482334551606 0.27540091341192069 -0.094869863954750278 -0.17524912127742059 -0.24081340172886848 -0.021308954715728762 -0.24694390336672467 leaf_weight=59 60 23 59 12707 27 31 23 22 74 81 20 55 24 leaf_count=59 60 23 59 12707 27 31 23 22 74 81 20 55 24 internal_value=0 -0.00353796 0.207746 -0.00444358 -0.00242671 -0.00301756 -0.00206081 -0.00142439 -0.0967872 -0.128579 -0.190455 -0.0470789 -0.225193 internal_weight=0 13147 118 13124 12854 12827 12772 12729 270 155 43 115 55 internal_count=13265 13147 118 13124 12854 12827 12772 12729 270 155 43 115 55 cat_boundaries=0 3 6 7 cat_threshold=0 16384 35782912 256 0 21235712 2588 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=13 num_cat=2 split_feature=25 10 26 25 0 3 0 0 26 3 0 26 split_gain=55463.4 59944.2 31748.9 21627.2 20843.8 23110.8 14007.8 16593.2 4106.97 4494.44 541.456 57.6587 threshold=0 279.07800000000003 2022.5000000000002 1 338.28750000000008 147.48750000000004 217.36500000000004 181.87500000000003 2022.5000000000002 230.65000000000003 250.05000000000004 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 left_child=2 3 -1 11 5 6 7 -5 -7 -10 -8 -2 right_child=1 -3 -4 4 -6 8 10 -9 9 -11 -12 -13 leaf_value=0.059068378674781929 -0.12046452967744126 0.50656416685684869 0.38712828725071274 -0.002223250762845087 0.27460087387650101 -0.050560427948280619 -0.14846024399002394 0.27264690832658245 -0.11165466676740085 -0.26991534509156878 -0.21891128385066985 -0.13274248748630674 leaf_weight=59 76 23 59 12779 27 27 24 22 34 38 20 77 leaf_count=59 76 23 59 12779 27 27 24 22 34 38 20 77 internal_value=0 -0.00350258 0.205669 -0.00439915 -0.00295493 -0.00353617 -0.0023631 -0.00175085 -0.155739 -0.195181 -0.180483 -0.118874 internal_weight=0 13147 118 13124 12971 12944 12845 12801 99 72 44 153 internal_count=13265 13147 118 13124 12971 12944 12845 12801 99 72 44 153 cat_boundaries=0 3 6 cat_threshold=0 16384 35782912 0 0 20971520 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=10 num_cat=2 split_feature=25 10 25 0 3 0 0 0 3 split_gain=54359.7 58751.3 21196.9 20429 22658.5 15374.9 16290.9 729.971 674.634 threshold=0 279.07800000000003 1 338.28750000000008 230.65000000000003 217.36500000000004 181.87500000000003 250.05000000000004 333.3454000000001 decision_type=9 2 9 2 2 2 2 2 2 left_child=-1 2 -2 4 5 6 -4 -7 -6 right_child=1 -3 3 -5 8 7 -8 -9 -10 leaf_value=0.2036121004447341 -0.11768534514070289 0.50149855323459791 -0.0024337540877594579 0.27185485769201206 -0.173100560650681 -0.14697564154863357 0.26992043495178225 -0.22672269815748392 -0.2427806846300761 leaf_weight=118 153 23 12819 27 33 24 22 22 24 leaf_count=118 153 23 12819 27 33 24 22 22 24 internal_value=0 -0.00346755 -0.00435515 -0.00292538 -0.0035008 -0.00262089 -0.00196714 -0.185116 -0.20244 internal_weight=0 13147 13124 12971 12944 12887 12841 46 57 internal_count=13265 13147 13124 12971 12944 12887 12841 46 57 cat_boundaries=0 3 6 cat_threshold=0 16384 35782912 0 0 20971520 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=12 num_cat=3 split_feature=25 10 26 25 3 26 1 8 25 3 26 split_gain=53361.1 57582.3 31117.1 20801.5 15864.7 12299.1 11620.6 11805.7 13011.9 3791.41 56.5113 threshold=0 279.07800000000003 2022.5000000000002 1 147.48750000000004 2022.5000000000002 355.00000000000006 263.60184000000004 2 230.65000000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 9 2 2 left_child=2 3 -1 10 6 -6 7 8 -5 -7 -2 right_child=1 -3 -4 4 5 9 -8 -9 -10 -11 -12 leaf_value=0.056441573611760547 -0.11808303193042154 0.49648355069367783 0.38122090776087875 -0.045458645793203079 0.05044033902032035 -0.12099018212727139 0.2389395587742329 0.22915960983796552 -0.00031822392734025284 -0.26524680790148286 -0.13023820982350931 leaf_weight=59 76 23 59 664 28 35 20 22 12164 38 77 leaf_count=59 76 23 59 664 28 35 20 22 12164 38 77 internal_value=0 -0.00343377 0.201735 -0.0043125 -0.00289612 -0.12774 -0.00191864 -0.00229352 -0.00269046 -0.196083 -0.116581 internal_weight=0 13147 118 13124 12971 101 12870 12850 12828 73 153 internal_count=13265 13147 118 13124 12971 101 12870 12850 12828 73 153 cat_boundaries=0 3 6 9 cat_threshold=0 16384 35782912 0 0 20971520 134217984 2097216 264192 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=13 num_cat=2 split_feature=25 9 26 25 6 6 5 5 11 8 4 0 split_gain=52299.4 43924.2 30497.8 17417.5 13481.4 11084.8 11733.1 16172.3 10663.1 15165.7 15489.6 9752.39 threshold=0 285.62500000000006 2022.5000000000002 1 176.53925000000004 223.36075000000002 228.56250000000003 157.13100000000003 113.79700000000001 128.13850000000005 230.65000000000003 269.79925000000003 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 8 6 7 11 9 10 -2 -5 right_child=1 -3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.055877162723217987 -0.032785054039165588 0.45357525371369861 0.37740867614746093 -0.0016459070454492828 -0.2461556312441826 0.17952571139616125 -0.20219178660162562 0.28331955623626709 -0.26612229084968569 0.23295152562005178 -0.31408521461486816 0.2193590303659439 leaf_weight=59 921 21 59 12009 32 34 29 20 20 21 20 20 leaf_count=59 921 21 59 12009 32 34 29 20 20 21 20 20 internal_value=0 -0.00339978 0.199718 -0.00413348 -0.0437346 -0.000781374 -0.00128959 -0.000806052 -0.0375837 -0.0328324 -0.0387638 -0.00127845 internal_weight=0 13147 118 13126 1014 12112 12078 12049 982 962 941 12029 internal_count=13265 13147 118 13126 1014 12112 12078 12049 982 962 941 12029 cat_boundaries=0 3 6 cat_threshold=0 16384 35782912 134217992 80 1094978560 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=10 num_cat=2 split_feature=25 10 25 26 0 3 4 12 26 split_gain=70544.1 35304.8 23203.9 30620.3 23510.1 19742.4 18808.2 18381.7 8814.29 threshold=0 267.13384000000002 1 2022.5000000000002 338.28750000000008 293.85000000000008 333.3454000000001 238.56750000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 -1 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.18001769018173217 -0.017609914883094675 0.39992645372043961 -0.0023922751029163518 0.28140052540578703 0.30396385421752931 -0.26823896169662476 -0.29456273339011452 0.30100486230850221 -0.36072938775116542 leaf_weight=55 68 22 13001 69 25 28 22 20 53 leaf_count=55 68 22 13001 69 25 28 22 20 53 internal_value=0 -0.000335944 -0.00100164 0.12394 -0.00240148 -0.00298928 -0.00241986 -0.00192626 -0.245929 internal_weight=0 13255 13233 137 13096 13071 13043 13021 108 internal_count=13363 13255 13233 137 13096 13071 13043 13021 108 cat_boundaries=0 4 7 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=10 num_cat=2 split_feature=25 10 25 26 0 3 4 12 26 split_gain=70863.6 41815.2 22714 30011 19720.1 19932.5 18095.8 18008.7 6883 threshold=0 267.13384000000002 1 2022.5000000000002 338.28750000000008 333.3454000000001 333.3454000000001 238.56750000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 -1 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.18382950813051255 -0.017433819902293823 0.44566816852206276 -0.0023087871861393362 0.27858653524647592 0.27828541717529298 -0.29696617831354555 -0.29563214710780555 0.29799481868743899 -0.33619897723197939 leaf_weight=63 68 21 12997 69 25 23 21 20 56 leaf_count=63 68 21 12997 69 25 23 21 20 56 internal_value=0 -0.000206185 -0.000914452 0.1227 -0.00230061 -0.00283944 -0.00232058 -0.00184739 -0.235724 internal_weight=0 13244 13223 137 13086 13061 13038 13017 119 internal_count=13363 13244 13223 137 13086 13061 13038 13017 119 cat_boundaries=0 4 7 cat_threshold=0 16384 4718592 32768 67108864 0 33554688 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=10 num_cat=3 split_feature=25 10 25 26 0 3 12 25 26 split_gain=68181.8 33888 21525.6 30875.2 22691 18443.9 17723.8 9153.9 8544.23 threshold=0 267.13384000000002 1 2022.5000000000002 338.28750000000008 293.85000000000008 238.56750000000002 2 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 left_child=8 2 3 -2 5 6 7 -4 -1 right_child=1 -3 4 -5 -6 -7 -8 -9 -10 leaf_value=-0.17684127070687033 -0.023121745640581306 0.39182588989084416 -0.058954175054504163 0.2582679426368279 0.29857201232910158 -0.26407977280793371 0.2950148673057556 -0.0016449385243749431 -0.35476301625089823 leaf_weight=55 77 22 275 79 25 27 20 12730 53 leaf_count=55 77 22 275 79 25 27 20 12730 53 internal_value=0 -0.000322733 -0.000974928 0.112186 -0.0024088 -0.00298715 -0.00244592 -0.00290338 -0.241769 internal_weight=0 13255 13233 156 13077 13052 13025 13005 108 internal_count=13363 13255 13233 156 13077 13052 13025 13005 108 cat_boundaries=0 4 8 11 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 32 256 0 2151956480 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=11 num_cat=2 split_feature=25 25 0 18 3 26 7 4 7 26 split_gain=68443.9 18583.5 29634.3 17356.7 14427.3 11109 9810.3 19984.2 18574.4 6647.66 threshold=0 1 338.28750000000008 118.09000000000002 293.85000000000008 2022.5000000000002 162.18600000000004 219.40000000000003 239.51250000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 left_child=9 5 3 4 6 -2 7 -3 -8 -1 right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.1806586603891282 0.022211078172442559 -0.0021823922538797553 0.33564571087176986 0.27834709671410646 -0.2295204257965088 0.17941808818488994 0.278349150793893 -0.21328545411427816 -0.049827742296106675 -0.33040070005825589 leaf_weight=63 87 12874 26 22 28 93 35 45 34 56 leaf_count=63 87 12874 26 22 28 93 35 45 34 56 internal_value=0 -0.000196453 -0.00162322 -0.00229704 -0.00277139 0.0979908 -0.00228256 -0.00291772 0.116639 -0.231658 internal_weight=0 13244 13064 13038 13016 180 12988 12919 69 119 internal_count=13363 13244 13064 13038 13016 180 12988 12919 69 119 cat_boundaries=0 4 7 cat_threshold=0 16384 4718592 32768 0 0 50331904 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=12 num_cat=3 split_feature=25 10 25 26 0 3 1 25 26 26 3 split_gain=65911.2 33136.3 19271.4 26682 14654.1 18429.1 12654.4 14342.1 8306.42 8287.32 2388.83 threshold=0 267.13384000000002 1 2022.5000000000002 338.28750000000008 238.08750000000003 233.80500000000004 2 2022.5000000000002 2022.5000000000002 333.3454000000001 decision_type=9 2 9 2 2 2 2 9 2 2 2 left_child=9 2 3 -2 5 6 7 -4 -8 -1 -7 right_child=1 -3 4 -5 -6 10 8 -9 -10 -11 -12 leaf_value=-0.17372057394547896 -0.019394286943876998 0.3874648970907385 -0.067466437831565654 0.21642684136118209 0.24441722234090169 -0.13330266680036273 0.030440423148018973 -0.0010722643326991704 0.31170327254704067 -0.34894697729146706 -0.28241239656101574 leaf_weight=55 94 22 324 98 24 21 21 12608 21 53 22 leaf_count=55 94 22 324 98 24 21 21 12608 21 53 22 internal_value=0 -0.000310141 -0.000955056 0.0959741 -0.00245384 -0.00291089 -0.00222588 -0.00278871 0.171072 -0.237702 -0.209591 internal_weight=0 13255 13233 192 13041 13017 12974 12932 42 108 43 internal_count=13363 13255 13233 192 13041 13017 12974 12932 42 108 43 cat_boundaries=0 4 8 11 cat_threshold=0 16384 2621440 32768 0 16 33554688 32 256 64 2151677952 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=13 num_cat=3 split_feature=9 25 26 4 4 25 24 26 11 7 11 26 split_gain=47172.2 38923.5 16783.1 13247.8 39799.1 11425.5 24917.2 12828.7 10201.7 14141.3 750.077 602.606 threshold=282.93750000000006 0 2022.5000000000002 365.72000000000008 272.07425000000006 1 2 2022.5000000000002 143.75500000000002 206.27675000000002 239.51250000000002 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 2 2 2 2 left_child=1 2 -1 4 5 6 11 -8 9 -7 -10 -3 right_child=-2 3 -4 -5 -6 8 7 -9 10 -11 -12 -13 leaf_value=0.073622838191266332 0.48737106105685235 0.083329382362690843 0.32411417625568534 -0.25122785795302621 0.42511289509859951 0.00095855305931520618 -0.046767857869466141 -0.19073006155110206 -0.19681121014413377 0.18697601527702518 -0.11229146470626196 0.039541456937789918 leaf_weight=53 20 66 54 21 22 12690 129 119 21 41 21 60 leaf_count=53 20 66 54 21 22 12690 129 119 21 41 21 60 internal_value=0 0.00135084 0.182942 -0.000260766 0.000139242 -0.000571903 -0.0543169 -0.111356 0.00104349 0.00155762 -0.154551 0.057884 internal_weight=0 13297 107 13190 13169 13147 374 248 12773 12731 42 126 internal_count=13317 13297 107 13190 13169 13147 374 248 12773 12731 42 126 cat_boundaries=0 3 7 8 cat_threshold=0 16384 6291712 67108872 64 1073743872 32 2322 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=12 num_cat=4 split_feature=9 25 1 0 25 15 15 25 24 4 4 split_gain=46233.5 38148.9 22545.9 28445.4 9481.3 16490.9 19400.9 16114.5 11622.8 54941.6 27253.4 threshold=282.93750000000006 0 339.56250000000006 338.28750000000008 1 32.879500000000014 59.620500000000007 2 3 189.44922000000003 233.80500000000004 decision_type=2 9 2 2 9 2 2 9 1 2 2 left_child=1 -1 3 4 8 7 -7 -6 9 -3 -10 right_child=-2 2 -4 -5 5 6 -8 -9 10 -11 -12 leaf_value=0.18111227206694774 0.48249734011292461 0.031570358537417603 -0.28371938644775324 0.36809236254010885 -0.089559965099228742 0.40760684268815178 -0.022242756585280101 -0.00393828447293635 0.0048346175476836842 0.54808792591094968 -0.33409012456734977 leaf_weight=107 20 1064 28 21 215 21 21 9701 2074 21 24 leaf_count=107 20 1064 28 21 215 21 21 9701 2074 21 24 internal_value=0 0.00133733 -0.000258158 0.000344663 -0.000243017 -0.00504645 0.192682 -0.00588904 0.014754 0.0411879 0.000952957 internal_weight=0 13297 13190 13162 13141 9958 42 9916 3183 1085 2098 internal_count=13317 13297 13190 13162 13141 9958 42 9916 3183 1085 2098 cat_boundaries=0 3 7 11 12 cat_threshold=0 16384 6291712 138936849 2695320 2718893056 2129920 67108864 0 16777216 32 1124 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=11 num_cat=1 split_feature=9 25 1 0 7 4 3 26 7 4 split_gain=45313.3 37454.6 22097.1 27879.5 26265.7 17031.8 19050.4 16449.1 3736.14 1181.22 threshold=282.93750000000006 0 339.56250000000006 338.28750000000008 206.27675000000002 233.80500000000004 219.40000000000003 2022.5000000000002 280.57800000000003 333.3454000000001 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 -6 -7 right_child=-2 2 -4 -5 8 9 -8 -9 -10 -11 leaf_value=0.071075506030388591 0.47767235359631016 0.00036639470154761474 -0.28088218791144237 0.36441143035888673 0.14841025749842326 -0.13589850970992337 -0.18613774637742478 0.31906191419672086 0.31781468681667163 -0.23129111824035645 leaf_weight=53 20 12981 28 21 30 27 55 54 23 25 leaf_count=53 20 12981 28 21 30 27 55 54 23 25 internal_value=0 0.00132461 -0.000256285 0.000340506 -0.000241298 -0.00114096 -0.000420482 0.179456 0.221925 -0.18176 internal_weight=0 13297 13190 13162 13141 13088 13036 107 53 52 internal_count=13317 13297 13190 13162 13141 13088 13036 107 53 52 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 4 26 25 7 4 split_gain=44411.5 36709.2 21657.4 27324.7 25743 16692.9 16121.7 8877.66 3661.79 1157.71 threshold=282.93750000000006 0 339.56250000000006 338.28750000000008 206.27675000000002 233.80500000000004 2022.5000000000002 1 280.57800000000003 333.3454000000001 decision_type=2 9 2 2 2 2 2 9 2 2 left_child=1 6 3 4 5 7 -1 -3 -6 -7 right_child=-2 2 -4 -5 8 9 -8 -9 -10 -11 leaf_value=0.070364732562371024 0.47289565321803095 0.016326057540523908 -0.27807336087737766 0.36076731273106172 0.1469261506398519 -0.13453952542057743 0.31587130369963468 -0.0044771783774854431 0.31463653284570448 -0.22897821502685545 leaf_weight=53 20 2539 28 21 30 27 54 10497 23 25 leaf_count=53 20 2539 28 21 30 27 54 10497 23 25 internal_value=0 0.00131137 -0.000253722 0.000337101 -0.000238885 -0.00112955 0.177661 -0.000416277 0.219706 -0.179943 internal_weight=0 13297 13190 13162 13141 13088 107 13036 53 52 internal_count=13317 13297 13190 13162 13141 13088 107 13036 53 52 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 138936849 2687112 51053568 2129920 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=11 num_cat=2 split_feature=9 25 1 0 7 4 26 25 7 4 split_gain=43527.7 35978.7 21226.4 26780.9 25230.7 16360.7 15800.9 8706.91 3588.92 1134.67 threshold=282.93750000000006 0 339.56250000000006 338.28750000000008 206.27675000000002 233.80500000000004 2022.5000000000002 1 280.57800000000003 333.3454000000001 decision_type=2 9 2 2 2 2 2 9 2 2 left_child=1 6 3 4 5 7 -1 -3 -6 -7 right_child=-2 2 -4 -5 8 9 -8 -9 -10 -11 leaf_value=0.069661094692518133 0.46816669553518298 0.017123748634024962 -0.27529264648577995 0.35715964635213221 0.14545688803990683 -0.13319413090193713 0.31271257806707314 -0.0042145683127956706 0.31149016877879265 -0.2266884334564209 leaf_weight=53 20 2317 28 21 30 27 54 10719 23 25 leaf_count=53 20 2317 28 21 30 27 54 10719 23 25 internal_value=0 0.00129834 -0.000251095 0.00033382 -0.000236406 -0.00111817 0.175885 -0.000412024 0.217509 -0.178143 internal_weight=0 13297 13190 13162 13141 13088 107 13036 53 52 internal_count=13317 13297 13190 13162 13141 13088 107 13036 53 52 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 138412561 2687112 34276352 2129920 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=35774.3 26347.8 26710.3 20656.1 22244.1 13974.3 9126.82 8927.75 threshold=333.3454000000001 0 285.62500000000006 246.67500000000004 285.62500000000006 183.80721500000004 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=0.066648065957156097 0.33950076826157111 -0.091743633007364614 0.35440618787493022 0.31086246104467485 -0.28457233531134468 -0.19142881020521507 -0.0010823503870867161 0.24448210650476918 leaf_weight=55 31 102 21 21 28 39 13047 58 leaf_count=55 31 102 21 21 28 39 13047 58 internal_value=0 -0.000600182 -0.00194985 -0.00251667 -0.00301463 -0.00241684 -0.00185623 0.145086 internal_weight=0 13371 13258 13237 13216 13188 13149 113 internal_count=13402 13371 13258 13237 13216 13188 13149 113 cat_boundaries=0 3 6 cat_threshold=256 16384 2097408 16384 0 34078720 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=9 num_cat=1 split_feature=3 10 25 26 8 12 4 1 split_gain=35062.6 49761.7 26347.5 25301.3 20392.3 22404.3 23674.4 13067.7 threshold=333.3454000000001 279.07800000000003 0 2022.5000000000002 285.62500000000006 246.67500000000004 293.85000000000008 51.072690000000009 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=0.0041336241879580933 0.33610575675964355 -0.49902891063690186 -0.0031832315295921556 0.25256792068481448 0.30273887981068004 0.33247215318679807 -0.32302823978921646 0.076715133896527385 leaf_weight=81 31 20 12914 83 22 20 23 208 leaf_count=81 31 20 12914 83 22 20 23 208 internal_value=0 -0.000594875 0.000151787 0.122402 -0.00146029 -0.00196975 -0.0024786 -0.00191674 internal_weight=0 13371 13351 164 13187 13165 13145 13122 internal_count=13402 13371 13351 164 13187 13165 13145 13122 cat_boundaries=0 4 cat_threshold=67108864 16384 2097408 32 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=34364.8 48771.5 25823.2 24797.8 19986.5 21958.5 23203.3 12807.7 threshold=333.3454000000001 279.07800000000003 0 2022.5000000000002 285.62500000000006 246.67500000000004 293.85000000000008 51.072690000000009 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=0.0040922884035993505 0.3327447208281486 -0.49403862667083742 -0.0031513991438817169 0.25004225735204766 0.29971149617975412 0.32914742755889892 -0.3197979562178902 0.075947984748591602 leaf_weight=81 31 20 12914 83 22 20 23 208 leaf_count=81 31 20 12914 83 22 20 23 208 internal_value=0 -0.000588926 0.000150269 0.121178 -0.00144569 -0.00195005 -0.00245381 -0.00189758 internal_weight=0 13371 13351 164 13187 13165 13145 13122 internal_count=13402 13371 13351 164 13187 13165 13145 13122 cat_boundaries=0 4 cat_threshold=67108864 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=17 num_cat=4 split_feature=25 10 2 25 24 24 8 0 2 7 2 0 2 0 4 2 split_gain=27306.5 17490 14374.6 10618.2 47764.9 22382.9 27502.7 12673 10409.4 11328.1 2486.2 1638.46 931.137 863.764 157.712 141.694 threshold=0 269.79925000000003 181.87500000000003 1 2 3 115.96500000000002 189.93750000000003 54.405500000000011 183.80721500000004 279.07800000000003 276.84975000000003 69.727000000000018 11.177000000000001 3.4510000000000005 233.80500000000004 decision_type=9 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 -2 14 -7 8 9 -5 15 -9 -10 -1 -6 -4 right_child=1 -3 10 7 5 6 -8 11 12 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.12406249334762146 0.18459074060592426 -0.28981476306915283 -0.16837191276550292 -0.0022372053823009191 -0.10935459112393037 0.013994106745757693 0.390653256893158 -0.10016597585678101 0.16000499222013687 -0.16874205717226354 -0.070941852085730603 -0.21251447787991279 0.087621956444703622 0.19422551393508911 -0.13950338745117188 -0.2040825548171997 leaf_weight=143 159 21 25 12006 131 631 20 25 27 41 34 27 52 20 20 20 leaf_count=143 159 21 25 12006 131 631 20 25 27 41 34 27 52 20 20 20 internal_value=0 -0.00144987 -0.000992827 -0.000184201 0.0316413 -0.000581493 0.025179 -0.00271939 -0.00205359 -0.00280388 -0.135481 -0.158501 0.11236 0.125003 -0.106308 -0.184243 internal_weight=0 13239 13218 13139 961 802 651 12178 12126 12047 79 52 79 163 151 45 internal_count=13402 13239 13218 13139 961 802 651 12178 12126 12047 79 52 79 163 151 45 cat_boundaries=0 3 7 8 9 cat_threshold=0 64 256 205521160 81936 2153971712 32 48 640 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=9 num_cat=1 split_feature=3 10 25 26 12 8 4 8 split_gain=33633.5 47376.8 28422.8 22406.8 14747.9 13465.3 21026.4 15190.4 threshold=333.3454000000001 279.07800000000003 0 2022.5000000000002 246.67500000000004 285.62500000000006 285.62500000000006 174.00000000000003 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=0.022921907792196557 0.32918466598756851 -0.48692615127563477 -0.0010003195477557895 0.28157413128650549 0.26341864404224213 0.25747884941101074 -0.28628902692061203 -0.18504449388715954 leaf_weight=68 31 20 13105 66 21 20 26 45 leaf_count=68 31 20 13105 66 21 20 26 45 internal_value=0 -0.000582924 0.000145626 0.139879 -0.00137585 -0.00179828 -0.00219184 -0.00163013 internal_weight=0 13371 13351 134 13217 13196 13176 13150 internal_count=13402 13371 13351 134 13217 13196 13176 13150 cat_boundaries=0 4 cat_threshold=0 16384 6291712 32 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=10 num_cat=2 split_feature=4 25 7 7 0 3 25 7 26 split_gain=31445.7 31078.9 19337.9 18564.7 17923.9 20059.4 13862.4 4709.49 0.304129 threshold=344.25000000000006 0 239.51250000000002 178.65425000000002 338.28750000000008 272.07425000000006 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=0.16021120929718016 0.32234724362691247 -0.040338748888642501 -0.31487069238315929 0.25460176093237741 0.25422328101264108 -0.25375979140400889 -0.00024246443364180423 -0.11021773877351181 0.15923221964989939 leaf_weight=65 30 918 22 28 27 32 12182 23 62 leaf_count=65 30 918 22 28 27 32 12182 23 62 internal_value=0 -0.00177363 -0.00332126 -0.00261757 -0.00316489 -0.00369409 -0.00308324 -0.21027 0.148074 internal_weight=0 13359 13232 13187 13159 13132 13100 45 127 internal_count=13389 13359 13232 13187 13159 13132 13100 45 127 cat_boundaries=0 4 8 cat_threshold=67108864 16384 256 32768 1 589904 2166620160 32 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=9 num_cat=0 split_feature=4 10 7 7 10 4 12 7 split_gain=30820 50963.7 14934.2 17954.5 12809.2 12058.6 10987.4 4289.61 threshold=344.25000000000006 282.93750000000006 239.51250000000002 202.34813100000002 211.12500000000003 233.80500000000004 267.95700000000005 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=-0.00035709801720780053 0.31912375990549724 -0.47207524175229282 -0.28167776367881081 0.29907229185104373 0.24032221112738955 -0.19817047560887954 -0.23492066383361818 -0.088360333840052277 leaf_weight=13197 30 23 22 20 22 31 20 24 leaf_count=13197 30 23 22 20 22 31 20 24 internal_value=0 -0.0017562 -0.000945062 -0.000322482 -0.000773718 -0.00117409 -0.00071204 -0.180816 internal_weight=0 13359 13336 13290 13270 13248 13217 46 internal_count=13389 13359 13336 13290 13270 13248 13217 46 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=12 num_cat=4 split_feature=25 14 0 1 25 24 7 0 25 26 26 split_gain=28380.8 24189.1 20397.1 25577.3 14445.5 12443.2 10719.7 10564.5 8717.65 7281.61 32.4647 threshold=0 182.65800000000004 376.61250000000007 316.3010000000001 1 2 285.62500000000006 181.87500000000003 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 9 2 2 left_child=10 2 3 4 5 9 7 -6 -7 -2 -1 right_child=1 -3 -4 -5 6 8 -8 -9 -10 -11 -12 leaf_value=0.14782797892888389 -0.061176563473763289 0.28112268829345705 0.31595600795745848 -0.28168975145076258 -0.0022743500467114464 -0.037777953231543829 0.23006101596355438 0.12652667749673127 -0.17845465947661485 0.10304566454004359 0.15790524784115054 leaf_weight=66 54 30 20 33 12778 104 20 64 104 54 62 leaf_count=66 54 30 20 33 12778 104 20 64 104 54 62 internal_value=0 -0.00250887 -0.00315388 -0.00363697 -0.00294068 -0.0686797 -0.00127119 -0.00163245 -0.113076 0.0191604 0.141643 internal_weight=0 13261 13231 13211 13178 316 12862 12842 208 108 128 internal_count=13389 13261 13231 13211 13178 316 12862 12842 208 108 128 cat_boundaries=0 4 8 9 11 cat_threshold=67108864 16384 256 32768 0 589824 18874368 32 816 0 589824 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=11 num_cat=2 split_feature=4 10 25 10 25 8 6 8 7 26 split_gain=30118.3 49853.4 34995.7 13262.3 13597.2 36402.6 29219.5 28902.7 10360.5 299.489 threshold=344.25000000000006 282.93750000000006 0 211.12500000000003 1 53.842000000000006 53.842000000000006 269.79925000000003 239.51250000000002 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=0.15713438114753137 0.31547725804646809 -0.46689628269361416 -0.044843506050251773 0.24854157909041358 -0.00069601299559468241 -0.46638410067558289 0.34302978825569158 0.37932570171356206 -0.19327110324587143 0.18811663253605368 leaf_weight=65 30 23 672 21 12430 20 20 20 28 60 leaf_count=65 30 23 672 21 12430 20 20 20 28 60 internal_value=0 -0.00172894 -0.00092669 -0.00256101 -0.00296273 -0.045155 -0.0336333 -0.000518619 -0.00112884 0.159265 internal_weight=0 13359 13336 13211 13190 712 692 12478 12458 125 internal_count=13389 13359 13336 13211 13190 712 692 12478 12458 125 cat_boundaries=0 4 8 cat_threshold=67108864 16384 256 32768 1 589888 19136512 32 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=11 num_cat=3 split_feature=4 10 25 10 25 8 6 8 24 26 split_gain=29518.9 48861.3 34299.3 12998.4 13326.6 35678.1 28638 28327.6 6843.52 293.529 threshold=344.25000000000006 282.93750000000006 0 211.12500000000003 1 53.842000000000006 53.842000000000006 269.79925000000003 2 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 1 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=0.15556304418123687 0.31232249132792156 -0.46222732212232509 -0.044395070460048459 0.24605616810775938 0.0076500977384604263 -0.46172025632858282 0.33959948992729189 0.37553244495391847 -0.0073726079035575298 0.18623547869796553 leaf_weight=65 30 23 672 21 5187 20 20 20 7271 60 leaf_count=65 30 23 672 21 5187 20 20 20 7271 60 internal_value=0 -0.00171165 -0.000917423 -0.0025354 -0.0029331 -0.0447035 -0.033297 -0.000513433 -0.00111755 0.157672 internal_weight=0 13359 13336 13211 13190 712 692 12478 12458 125 internal_count=13389 13359 13336 13211 13190 712 692 12478 12458 125 cat_boundaries=0 4 8 9 cat_threshold=67108864 16384 256 32768 1 589888 19136512 32 1107 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=16 num_cat=6 split_feature=25 24 3 25 24 5 2 4 5 6 24 0 24 2 5 split_gain=23865.6 233528 44572.3 13336.8 25495.1 13239 10136.6 30262.5 13191.1 12455.2 7070.72 6293.33 7689.13 3700.66 250.336 threshold=0 1 333.3454000000001 2 3 181.87500000000003 68.310000000000016 27.015000000000004 113.47200000000001 228.18750000000003 4 29.529500000000002 5 125.83150000000002 250.05000000000004 decision_type=9 1 2 9 1 2 2 2 2 2 1 2 1 2 2 left_child=1 -1 3 4 -2 6 8 13 9 -5 -3 12 -6 -8 -7 right_child=2 10 -4 5 11 14 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.41332844962014093 0.070924294645136055 -0.041730906758989612 0.41098041204305796 -0.0018392522548002616 -0.16118637830783161 -0.17747707824707032 0.098302817215790622 0.44563397550582884 0.21889389073407209 -0.18811442654993799 -0.15856028912588954 -0.27358817038328753 -0.040894049551141891 -0.028071995319858677 -0.13524385437369346 leaf_weight=125 100 130 26 12365 107 25 37 20 27 36 118 23 142 62 32 leaf_count=125 100 130 26 12365 107 25 37 20 27 36 118 23 142 62 32 internal_value=0 0.0774446 -0.00264677 -0.00347759 -0.0616899 -0.00170918 -0.00101976 0.0908355 -0.00189929 -0.00238001 -0.10131 -0.111231 -0.100702 0.019159 -0.153767 internal_weight=0 373 13002 12976 372 12604 12547 119 12428 12401 248 272 249 99 57 internal_count=13375 373 13002 12976 372 12604 12547 119 12428 12401 248 272 249 99 57 cat_boundaries=0 3 4 7 8 9 10 cat_threshold=0 2113536 1093140736 673 16384 64 2151809024 2072 2124 736 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=15 num_cat=6 split_feature=25 24 3 25 24 10 5 2 4 5 24 0 24 5 split_gain=23424.1 229226 43685.5 13086.5 25025.8 18957.2 12355.9 12927.6 28921.7 12512.7 6941.45 6162.25 7550.58 312.4 threshold=0 1 333.3454000000001 2 3 233.43000000000004 181.87500000000003 68.310000000000016 2.8373970000000006 113.47200000000001 4 29.529500000000002 5 250.05000000000004 decision_type=9 1 2 9 1 2 2 2 2 2 1 2 1 2 left_child=1 -1 3 4 -2 6 7 9 -9 -5 -3 12 -6 -8 right_child=2 10 -4 5 11 -7 13 8 -10 -11 -12 -13 -14 -15 leaf_value=0.40950133313073056 0.07027952909469605 -0.041343403441565382 0.40687058448791502 -0.0019720420205460308 -0.15971228100295759 -0.30189640497877485 -0.17570230808258055 0.032476177364587785 0.45048994588851926 0.21763362957881047 -0.15709856210276485 -0.27085228609002154 -0.040512013672605943 -0.12819084890427129 leaf_weight=125 100 130 26 12385 107 21 25 96 20 26 118 23 142 31 leaf_count=125 100 130 26 12385 107 21 25 96 20 26 118 23 142 31 internal_value=0 0.0767258 -0.00262131 -0.00344382 -0.0611074 -0.00169209 -0.00119242 -0.000529876 0.104548 -0.00151199 -0.100375 -0.110191 -0.0997758 -0.149401 internal_weight=0 373 13002 12976 372 12604 12583 12527 116 12411 248 272 249 56 internal_count=13375 373 13002 12976 372 12604 12583 12527 116 12411 248 272 249 56 cat_boundaries=0 3 4 7 8 9 10 cat_threshold=0 2113536 1093140736 673 16384 64 2151809024 2072 2124 736 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=18 num_cat=3 split_feature=25 4 0 4 1 14 25 6 7 3 2 5 13 4 25 1 5 split_gain=23469.8 47565.3 32363.1 31331.6 22031.4 14244.8 12943.3 17802.7 15365.2 10920.2 11925 10004.4 8627.42 8880.44 8365.92 3501.09 206.069 threshold=0 344.25000000000006 13.106250000000001 1.2399500000000001 1.26895 115.96500000000002 1 18.735000000000003 11.567500000000003 1.1888500000000002 1.1528500000000002 181.87500000000003 123.84500000000003 238.08750000000003 2 4.4228000000000014 250.05000000000004 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 left_child=2 5 3 4 9 6 7 8 15 10 14 12 13 -8 -1 -2 -13 right_child=1 -3 -4 -5 -6 -7 11 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=0.23088850547740986 -0.05431979733800131 0.47286395390828456 -0.27871172964572904 -0.28448347902297977 -0.18363170710476961 -0.21754829397124628 -0.0012759969260222367 0.17391380484898886 -0.34898672699928285 -0.082952676773071291 -0.071639825275966101 -0.1630871978013412 0.19293377005535625 0.19981352828781712 0.094393966501991222 -0.17100459558623179 -0.12269025274685451 leaf_weight=144 315 21 24 20 22 31 12444 30 20 20 21 23 23 22 139 28 28 leaf_count=144 315 21 24 20 22 31 12444 30 20 20 21 23 23 22 139 28 28 internal_value=0 -0.00267076 0.0750985 0.100351 0.122596 -0.00344312 -0.00292992 -0.0587126 -0.0795554 0.143389 0.15828 -0.00113398 -0.000564107 -0.000921114 0.175341 -0.0638451 -0.140908 internal_weight=0 12985 390 366 346 12964 12933 393 363 324 304 12540 12489 12466 283 343 51 internal_count=13375 12985 390 366 346 12964 12933 393 363 324 304 12540 12489 12466 283 343 51 cat_boundaries=0 4 7 10 cat_threshold=0 2113536 1093140736 32768 16384 64 2151825408 0 16384 18874624 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=10 num_cat=0 split_feature=10 4 14 4 9 0 3 0 9 split_gain=19476 25995.7 19364.7 13634.9 17912.1 11414.8 25147.8 2166.65 1308.53 threshold=279.07800000000003 365.72000000000008 115.96500000000002 238.08750000000003 155.50120000000001 153.43270000000004 333.3454000000001 211.57500000000002 229.26450000000003 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=0.0020236370319424201 0.2730838053043072 -0.3443397461284291 -0.2287634253501892 0.20980491333911494 -0.24221991991996766 -0.17221549853682519 -0.32197459022204078 -0.073321617494026825 -0.14182454863110106 leaf_weight=13074 26 22 37 31 20 32 24 72 37 leaf_count=13074 26 22 37 31 20 32 24 72 37 internal_value=0 -0.000875578 -0.000308593 0.000327437 -0.000162329 0.000601393 0.00142996 -0.103751 -0.177051 internal_weight=0 13349 13327 13290 13259 13202 13098 104 57 internal_count=13375 13349 13327 13290 13259 13202 13098 104 57 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=13 num_cat=0 split_feature=3 0 4 8 9 2 14 0 2 0 9 0 split_gain=16745.8 18667.9 20075.2 9692.46 12257.5 11064.8 7248.5 6982.37 4836.88 4584 1191.76 980.537 threshold=333.3454000000001 217.36500000000004 333.3454000000001 269.79925000000003 197.74150000000003 114.12500000000001 207.80256000000003 365.72000000000008 181.87500000000003 284.98750000000007 257.43900000000002 241.78314000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 11 -6 -3 right_child=-2 7 -4 -5 10 8 -8 -9 -10 -11 -12 -13 leaf_value=0.00019893974006107961 0.22130711948170384 -0.19265817244847616 -0.29513892629872202 0.18983012587935835 -0.11712587640399026 0.2024044860493053 -0.17374845107396442 -0.0041337776184082031 0.057124072074890134 -0.3295964987874031 -0.2236627571355729 -0.094822031497955331 leaf_weight=13032 34 21 23 27 21 33 24 24 75 20 21 20 leaf_count=13032 34 21 23 27 21 33 24 24 75 20 21 20 internal_value=0 -0.000904465 4.27678e-05 0.000555817 0.000168841 0.000713026 -0.000120816 -0.148628 0.101515 -0.205479 -0.170394 -0.144933 internal_weight=0 13341 13256 13233 13206 13164 13056 85 108 61 42 41 internal_count=13375 13341 13256 13233 13206 13164 13056 85 108 61 42 41 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=17 num_cat=4 split_feature=4 25 7 24 9 25 0 2 3 24 2 7 8 6 0 9 split_gain=47738.5 30946.2 33527 25209.1 26386.9 17585.9 21196.1 12531.5 10084.6 10243.4 8780.74 8051.13 15112.8 8043.26 7497.62 5947.68 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 105.004 31.872000000000003 5.3321340000000008 3 216.24000000000004 206.27675000000002 211.12500000000003 5.3195730000000001 12.195500000000001 206.27675000000002 decision_type=2 9 2 1 2 9 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 8 6 -3 13 9 -1 11 12 15 14 -5 -7 right_child=-2 5 -4 7 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.067640754824334931 0.41659971484431518 0.12673773641892294 -0.38139401489688501 -0.11643856628871088 0.33374695866004284 -0.00067577649588471253 -0.21577526402473449 0.090951796770095822 -0.18447759181261064 0.031772685381892353 -0.15966175113405501 0.15990851317682575 -0.25754546241915743 -0.2779871408002717 0.029120319317548705 -0.17326823828369378 leaf_weight=144 27 187 31 382 23 11953 20 32 32 307 35 31 23 28 39 20 leaf_count=144 27 187 31 382 23 11953 20 32 32 307 35 31 23 28 39 20 internal_value=0 -0.00431437 -0.0570156 -0.0474051 0.00276776 0.000104812 0.0893293 -0.0982017 -0.0129359 -0.000764379 -0.00149913 -0.0010401 -0.00145602 -0.11387 -0.102954 -0.000964079 internal_weight=0 13287 1018 987 506 12269 207 481 483 451 12062 12027 11996 449 421 11973 internal_count=13314 13287 1018 987 506 12269 207 481 483 451 12062 12027 11996 449 421 11973 cat_boundaries=0 4 5 8 9 cat_threshold=67109376 64 1128530944 32800 3354 256 2113536 16640 1026 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=17 num_cat=5 split_feature=4 25 7 24 9 25 2 3 24 2 7 6 25 9 6 26 split_gain=46788.6 30334.1 32859.1 24703.9 25863 17236 12282.1 9883.09 10050.6 8606 7890.92 7883.2 6957.86 6445.43 5855.48 2138.43 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 31.872000000000003 5.3321340000000008 3 216.24000000000004 206.27675000000002 5.3195730000000001 4 197.74150000000003 211.12500000000003 2022.5000000000002 decision_type=2 9 2 1 2 9 2 2 1 2 2 2 9 2 2 2 left_child=1 2 3 4 7 15 11 8 -1 10 13 12 -5 14 -7 -3 right_child=-2 5 -4 6 -6 9 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.067008271641037495 0.41243373411673084 0.12595535838603975 -0.37758007664834303 -0.062823533123131284 0.33040950515995854 -0.00080639183982664751 0.090042281150817874 -0.18263281516730787 0.03146498281214892 -0.15806513479777745 0.15830942392349243 -0.27520727004323686 -0.15610711347837389 -0.16184097089767455 -0.16410009747201745 0.061636177034021536 leaf_weight=144 27 100 31 268 23 11949 32 32 307 35 31 28 153 25 22 107 leaf_count=144 27 100 31 268 23 11949 32 32 307 35 31 28 153 25 22 107 internal_value=0 -0.0042715 -0.056449 -0.0469347 0.00273313 0.000103764 -0.0972197 -0.0128139 -0.000764688 -0.00148414 -0.0010297 -0.112731 -0.101925 -0.00144146 -0.00110649 0.088436 internal_weight=0 13287 1018 987 506 12269 481 483 451 12062 12027 449 421 11996 11971 207 internal_count=13314 13287 1018 987 506 12269 481 483 451 12062 12027 449 421 11996 11971 207 cat_boundaries=0 4 5 8 9 12 cat_threshold=67109376 64 1128530944 32800 3354 256 2113536 16640 1026 512 0 17040384 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=19 num_cat=4 split_feature=4 25 7 24 9 25 0 13 0 1 24 2 3 3 9 26 26 2 split_gain=45857.9 29949.1 34237.8 21469.3 19160.7 16861.1 20771.4 18995.9 14830.2 9179.99 10087.9 8354.27 8664.82 10031.4 6097.4 2868.07 2437.86 1140.44 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 105.004 123.84500000000003 5.3227500000000001 37.369500000000009 3 125.83150000000002 177.71725000000004 233.80500000000004 197.74150000000003 2022.5000000000002 2022.5000000000002 230.65000000000003 decision_type=2 9 2 1 2 9 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 3 8 9 6 15 11 16 10 -5 12 14 -14 -7 -3 -1 -13 right_child=-2 5 -4 4 -6 7 -8 -9 -10 -11 -12 17 13 -15 -16 -17 -18 -19 leaf_value=-0.10637472764757655 0.40830940599794746 0.16476535236442483 -0.37784406922757624 0.023577812199821017 0.24824246765838731 -0.001522912377592974 -0.21452331209182737 0.28572320896646253 0.098117722829182949 -0.19153937572433102 -0.055483449796362536 -0.081125587386053952 0.30415795969963078 -0.0020638474174167797 -0.16107588560630878 0.086411640979349613 -0.16338893690646089 -0.16754641367838932 leaf_weight=149 27 91 32 324 27 11878 20 23 30 31 305 37 20 23 24 96 151 26 leaf_count=149 27 91 32 324 27 11878 20 23 30 31 305 37 20 23 24 96 151 26 internal_value=0 -0.0042307 -0.0552469 -0.0456396 -0.0126793 0.00018723 0.0875516 -0.00138739 -0.110524 -0.0235455 -0.015266 -0.00193847 -0.00133272 0.140365 -0.00184465 0.124541 -0.135072 -0.116791 internal_weight=0 13287 1049 1017 687 12238 207 12031 330 660 629 12008 11945 43 11902 187 300 63 internal_count=13314 13287 1049 1017 687 12238 207 12031 330 660 629 12008 11945 43 11902 187 300 63 cat_boundaries=0 4 5 8 9 cat_threshold=67109376 64 1130628096 32800 705 256 2113536 16640 312 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=17 num_cat=3 split_feature=4 25 7 24 9 25 0 0 5 1 7 2 14 9 26 26 split_gain=44945.4 29356.4 33555.9 21039.9 18780.1 16525.6 20358 14535.1 9696.3 9566.9 8124.36 7014.87 4746.9 4670.42 2811 2389.34 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 105.004 5.3227500000000001 44.780000000000008 37.369500000000009 206.27675000000002 230.65000000000003 115.96500000000002 155.50120000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 8 6 14 15 9 -5 11 12 13 -7 -3 -1 right_child=-2 5 -4 4 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.10531098166568167 0.40422631475660536 0.1631177112558386 -0.374065624922514 -0.0079649790182221136 0.24576003266705407 -0.00085610145663980513 -0.2123780789375305 0.097136538187662769 -0.24013818669319154 -0.19088026012976966 0.16030432108909853 -0.16587094921332138 -0.13908757037073374 -0.13502885813036791 0.085547523200511941 -0.16175504670435231 leaf_weight=149 27 91 32 610 27 11923 20 30 20 30 31 26 25 26 96 151 leaf_count=149 27 91 32 610 27 11923 20 30 20 30 31 26 25 26 96 151 internal_value=0 -0.00418863 -0.0546975 -0.0451864 -0.0125571 0.000185358 0.0866761 -0.109418 -0.0233149 -0.0165391 -0.00137351 -0.00179232 -0.00143605 -0.00114805 0.123296 -0.133721 internal_weight=0 13287 1049 1017 687 12238 207 330 660 640 12031 12000 11974 11949 187 300 internal_count=13314 13287 1049 1017 687 12238 207 330 660 640 12031 12000 11974 11949 187 300 cat_boundaries=0 4 5 8 cat_threshold=67109376 64 1130628096 32800 705 256 2113536 16640 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=18 num_cat=3 split_feature=4 25 7 24 9 25 0 13 0 5 1 2 9 7 26 26 2 split_gain=44051 28772.2 32888.1 20621.3 18406.4 16196.7 19952.9 18631.5 14245.8 9503.34 9376.52 8091.47 6317.26 5988.97 2755.06 2341.8 1074.88 threshold=344.25000000000006 0 178.65425000000002 1 36.685000000000009 2 105.004 123.84500000000003 5.3227500000000001 44.780000000000008 37.369500000000009 125.83150000000002 197.74150000000003 206.27675000000002 2022.5000000000002 2022.5000000000002 230.65000000000003 decision_type=2 9 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 9 6 14 11 15 10 -5 12 13 -7 -3 -1 -13 right_child=-2 5 -4 4 -6 7 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=-0.10425787142459178 0.40018402770713524 0.16148652433039068 -0.37032497592270375 -0.0078853282325091912 0.24330243722156245 -0.0013140739737413551 -0.21025429773330689 0.28298300618710726 0.096165178616841637 -0.23773681092262269 -0.18897145764032999 -0.080311966812288443 -0.16010530439019202 0.14778900923552338 0.084692058948179091 -0.16013749765343224 -0.16421224007239707 leaf_weight=149 27 91 32 610 27 11893 20 23 30 20 30 37 25 27 96 151 26 leaf_count=149 27 91 32 610 27 11893 20 23 30 20 30 37 25 27 96 151 26 internal_value=0 -0.00414675 -0.0541505 -0.0447345 -0.0124315 0.000183504 0.0858093 -0.00135978 -0.108324 -0.0230817 -0.0163737 -0.00190554 -0.00130939 -0.00097634 0.122063 -0.132384 -0.114937 internal_weight=0 13287 1049 1017 687 12238 207 12031 330 660 640 12008 11945 11920 187 300 63 internal_count=13314 13287 1049 1017 687 12238 207 12031 330 660 640 12008 11945 11920 187 300 63 cat_boundaries=0 4 5 8 cat_threshold=67109376 64 1130628096 32800 705 256 2113536 16640 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=11 num_cat=0 split_feature=8 7 13 4 10 4 11 12 13 11 split_gain=24697.3 14926.2 8743.65 21073.8 12139.9 13305.8 10560.7 10956.4 1385.97 171.441 threshold=274.22475000000003 285.62500000000006 55.232840000000003 17.847500000000007 282.93750000000006 285.62500000000006 170.05500000000004 198.14400000000003 201.75000000000003 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 -8 right_child=-2 -3 3 -5 -6 -7 9 -9 -10 -11 leaf_value=0.0029458919264497736 -0.2960455506188529 -0.23810897203592155 0.048584668724625198 0.38755368018150327 -0.23356746630235151 -0.22023148572003401 -0.17276685363054278 -0.18837792483965554 -0.059734539077395489 -0.13348621211051942 leaf_weight=13146 28 26 27 20 22 27 20 30 21 25 leaf_count=13146 28 26 27 20 22 27 20 30 21 25 internal_value=0 0.00125829 0.00172489 0.11483 0.0011453 0.00153507 0.00198796 0.00251027 0.00119502 -0.150944 internal_weight=0 13364 13338 68 13270 13248 13221 13176 48 45 internal_count=13392 13364 13338 68 13270 13248 13221 13176 48 45 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=13 num_cat=4 split_feature=25 2 25 24 0 3 4 25 26 26 3 26 split_gain=36081 29835.8 19194.2 19725.8 10867.5 9702.55 13840.8 8958.53 226.407 88.9414 85.893 21.2025 threshold=0 293.85000000000008 1 2 338.28750000000008 230.65000000000003 285.62500000000006 3 2022.5000000000002 2022.5000000000002 293.85000000000008 2022.5000000000002 decision_type=9 2 9 1 2 2 2 9 2 2 2 2 left_child=9 2 3 8 5 6 7 -4 -2 -1 -7 -5 right_child=1 -3 4 11 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=0.15628298451651387 -0.0044172857315452011 -0.30143806594790834 0.030632390206608493 -0.19388760258411541 0.1913722381591797 -0.15640425060106361 -0.238577241897583 -0.00061729552808906013 0.024036696368250354 0.17213658991456032 -0.12936103701591492 -0.1854428234256682 leaf_weight=67 54 33 984 58 30 23 24 11901 58 75 24 61 leaf_count=67 54 33 984 58 30 23 24 11901 58 75 24 61 internal_value=0 -0.0011267 -0.000377738 -0.0888046 0.00126265 0.000823416 0.00134558 0.00179247 0.00947209 0.153824 -0.142595 -0.174864 internal_weight=0 13250 13217 231 12986 12956 12909 12885 112 142 47 119 internal_count=13392 13250 13217 231 12986 12956 12909 12885 112 142 47 119 cat_boundaries=0 3 6 7 11 cat_threshold=67109120 16384 256 0 0 1124597760 413 134218240 16 2294784 32800 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=12 num_cat=4 split_feature=25 2 25 24 0 10 5 25 26 26 26 split_gain=35362.8 29242.1 18812.3 19333.3 10651.2 10203.3 12335.9 10109.7 221.901 87.1715 20.7806 threshold=0 293.85000000000008 1 2 338.28750000000008 239.51250000000002 335.87040000000007 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 9 2 2 2 left_child=9 2 3 8 5 6 7 -4 -2 -1 -5 right_child=1 -3 4 10 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.15472015729591029 -0.0043731109411628164 -0.29842368573853462 0.034760161348216329 -0.19194872650606878 0.1894585240681966 -0.19337853045375258 -0.24095043182373047 -0.00074681463893661916 0.023796329909357532 0.17041522963841757 -0.18358838949047152 leaf_weight=67 54 33 849 58 30 27 21 12059 58 75 61 leaf_count=67 54 33 849 58 30 27 21 12059 58 75 61 internal_value=0 -0.0011152 -0.000373733 -0.0879165 0.00125025 0.000815413 0.00122095 0.00161494 0.00937737 0.152285 -0.173116 internal_weight=0 13250 13217 231 12986 12956 12929 12908 112 142 119 internal_count=13392 13250 13217 231 12986 12956 12929 12908 112 142 119 cat_boundaries=0 3 6 7 11 cat_threshold=67109120 16384 256 0 0 1124597760 413 134218240 0 6356992 32800 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=12 num_cat=3 split_feature=25 2 25 0 10 5 3 25 26 26 26 split_gain=34659 28660.3 18438.1 10439.2 10000.3 12090.4 10331.1 435.289 1016.06 172.573 85.4367 threshold=0 293.85000000000008 1 338.28750000000008 239.51250000000002 335.87040000000007 230.65000000000003 2 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 9 2 2 2 left_child=10 2 7 4 5 6 -4 8 -2 -9 -1 right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=0.15317296465831018 -0.091763915061950682 -0.29543944640593095 0.0021162739403805019 0.18756393750508626 -0.19144474009672802 -0.23854093369983492 -0.15314525692961936 -0.10892047497264126 -0.032492960163804353 -0.13342150577183429 0.16871108025709788 leaf_weight=67 55 33 12865 30 27 21 43 57 61 58 75 leaf_count=67 55 33 12865 30 27 21 43 57 61 58 75 internal_value=0 -0.0011038 -0.000369738 0.00123801 0.000807522 0.00120901 0.00159906 -0.0870373 -0.0557864 -0.111575 0.150763 internal_weight=0 13250 13217 12986 12956 12929 12908 231 116 115 142 internal_count=13392 13250 13217 12986 12956 12929 12908 231 116 115 142 cat_boundaries=0 3 6 9 cat_threshold=67109120 16384 256 0 0 1124597760 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=12 num_cat=4 split_feature=25 2 25 24 0 10 5 25 26 26 26 split_gain=33969.3 28089.9 18071.2 18976.4 10231.5 9801.29 11849.8 9928.57 214.513 83.7365 19.4664 threshold=0 293.85000000000008 1 2 338.28750000000008 239.51250000000002 335.87040000000007 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 9 2 2 2 left_child=9 2 3 8 5 6 7 -4 -2 -1 -5 right_child=1 -3 4 10 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.15164123275386754 -0.0033259585389384515 -0.29248505057710589 0.0344300314520374 -0.18902285843059935 0.18568829886118571 -0.1895302908950382 -0.2361555272056943 -0.0007574103453024273 0.024370531871401032 0.16702396962245306 -0.1809312084072926 leaf_weight=67 54 33 849 58 30 27 21 12059 58 75 61 leaf_count=67 54 33 849 58 30 27 21 12059 58 75 61 internal_value=0 -0.00109276 -0.000366041 -0.086167 0.00122563 0.000799446 0.00119692 0.00158307 0.0101138 0.149255 -0.170544 internal_weight=0 13250 13217 231 12986 12956 12929 12908 112 142 119 internal_count=13392 13250 13217 231 12986 12956 12929 12908 112 142 119 cat_boundaries=0 3 6 7 11 cat_threshold=67109120 16384 256 0 0 1124597760 413 134218240 0 6356992 32800 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=10 num_cat=1 split_feature=10 25 0 9 7 4 3 26 9 split_gain=37625.9 24346.1 13882.5 16029.1 13615.4 22448.2 16738.7 5644.6 1097.07 threshold=279.07800000000003 0 338.28750000000008 197.74150000000003 337.52040000000005 293.85000000000008 333.3454000000001 2022.5000000000002 257.43900000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 -5 right_child=-2 2 -4 8 -6 -7 -8 -9 -10 leaf_value=0.21595403170181535 0.4060335403939952 0.00064277427535762769 0.21839998245239259 -0.13768226555703827 0.2544496572585333 -0.29392610623286319 -0.28887645721435545 0.082282842257443603 -0.23433121079336044 leaf_weight=59 23 13077 29 24 21 26 20 68 23 leaf_count=59 23 13077 29 24 21 26 20 68 23 internal_value=0 0.00122166 -0.000153515 -0.000634114 2.50604e-05 -0.000382081 0.000200659 0.133843 -0.184979 internal_weight=0 13347 13220 13191 13144 13123 13097 127 47 internal_count=13370 13347 13220 13191 13144 13123 13097 127 47 cat_boundaries=0 4 cat_threshold=0 16384 1107296512 32768 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=15 num_cat=6 split_feature=25 25 1 13 24 25 25 24 26 7 2 0 26 26 split_gain=24461.2 13356.7 10030.5 9326.64 8900.23 61591.5 24250.8 24146.6 10423 10242.6 6592.81 2549.67 8348.69 1823.55 threshold=0 1 316.3010000000001 214.15000000000003 2 3 4 5 2022.5000000000002 151.80020000000005 89.950000000000003 11.177000000000001 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 1 9 9 1 2 2 2 2 2 2 left_child=11 13 3 4 5 7 8 -3 -6 -8 -7 12 -1 -2 right_child=1 2 -4 -5 6 10 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.034702715582963901 -0.058730915583759903 0.16536647462623408 -0.19869337502941492 -0.2039188575744629 -0.064209342566403482 -0.00069179648599710872 -0.0025486320996972486 0.040057113318774054 -0.25979252083434001 -0.17657853098476636 0.14793480364481609 0.22582344436645507 0.17697000664400769 -0.12522067256090119 leaf_weight=82 83 313 25 22 55 5792 6359 336 54 34 30 20 83 82 leaf_count=82 83 313 25 22 55 5792 6359 336 54 34 30 20 83 82 internal_value=0 0.000252918 0.00141827 0.00180434 0.00215321 0.0104466 -0.0061073 0.102084 -0.147566 -0.00346875 7.39298e-05 0.11308 0.106267 -0.0865301 internal_weight=0 13185 13020 12995 12973 6471 6502 649 109 6393 5822 185 165 165 internal_count=13370 13185 13020 12995 12973 6471 6502 649 109 6393 5822 185 165 165 cat_boundaries=0 3 7 8 12 15 16 cat_threshold=0 64 256 0 16 524288 32 3185 67109640 638976 3278110720 512 67109120 0 39845888 97 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=36822 42845.8 35033.6 24542 14761 26683.4 9388.69 1689.75 threshold=279.07800000000003 274.22475000000003 0 339.56250000000006 333.3454000000001 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=0.13671045558205966 0.40165681465812347 -0.36428269922733308 -0.074402505709025679 0.35046935692429543 0.27136773157119753 -0.3336425737539927 0.0010581153252026431 0.21069407679817892 leaf_weight=58 23 32 157 20 20 24 12970 66 leaf_count=58 23 32 157 20 20 24 12970 66 internal_value=0 0.00119251 0.00207086 0.000434697 -9.6496e-05 -0.000509338 9.97272e-05 0.162948 internal_weight=0 13347 13315 13191 13171 13151 13127 124 internal_count=13370 13347 13315 13191 13171 13151 13127 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=1 split_feature=10 8 25 1 3 4 9 split_gain=36089.4 41993 34336.7 24053.7 14467.3 26152.3 11971.5 threshold=279.07800000000003 274.22475000000003 0 339.56250000000006 333.3454000000001 293.85000000000008 197.74150000000003 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=0.16131839570714465 0.39764026558917503 -0.3606398791074753 0.00067670089063660529 0.34696462956070906 0.26865405845642093 -0.3303061477343241 -0.15753911607743551 leaf_weight=124 23 32 13079 20 20 24 48 leaf_count=124 23 32 13079 20 20 24 48 internal_value=0 0.00118003 0.0020496 0.000429795 -9.60878e-05 -0.000504802 9.81712e-05 internal_weight=0 13347 13315 13191 13171 13151 13127 internal_count=13370 13347 13315 13191 13171 13151 13127 cat_boundaries=0 4 cat_threshold=0 16384 35651840 32768 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=10 num_cat=2 split_feature=10 8 25 1 25 3 9 26 26 split_gain=35371 41157.7 33867.7 24773.8 13004.4 15840.8 11527.1 2329.45 1225.97 threshold=279.07800000000003 274.22475000000003 0 355.00000000000006 1 285.62500000000006 148.98750000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 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=0.14065300989151003 0.39366384506225588 -0.35703347623348236 -0.054379773794150932 0.35210557110607626 0.0011631127664181676 0.26323517985965894 -0.14802369692989698 -0.13022571593523025 0.20357252448797225 leaf_weight=60 23 32 82 20 12934 23 52 80 64 leaf_count=60 23 32 82 20 12934 23 52 80 64 internal_value=0 0.00116944 0.00203031 0.000421619 -0.000112089 0.00102933 0.000565722 -0.0864953 0.160208 internal_weight=0 13347 13315 13191 13171 13009 12986 162 124 internal_count=13370 13347 13315 13191 13171 13009 12986 162 124 cat_boundaries=0 4 8 cat_threshold=0 16384 1075839232 32768 0 16 524288 32 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=10 num_cat=2 split_feature=4 4 10 25 8 25 15 4 26 split_gain=64892.7 24460 26456.9 25563.6 21758.7 12717.7 25962.4 13239.1 1631.55 threshold=365.72000000000008 263.60184000000004 282.93750000000006 0 274.22475000000003 1 32.879500000000014 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=0.12159363589116506 -0.54096391070972794 0.3215491166586677 -0.35264616375877744 0.02555689543756777 -0.28776266538179834 -0.0034316343506050934 0.37995584533682897 0.057589677371267405 0.19792809350149973 leaf_weight=56 22 24 21 1319 26 11392 21 367 56 leaf_count=56 22 24 21 1319 26 11392 21 367 56 internal_value=0 0.00259403 0.00201664 0.0025793 0.00123708 0.00181165 0.0308805 -0.00152585 0.146666 internal_weight=0 13282 13258 13237 13125 13099 1340 11759 112 internal_count=13304 13282 13258 13237 13125 13099 1340 11759 112 cat_boundaries=0 3 7 cat_threshold=0 16384 37748992 67125761 32784 3239004160 32800 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=18 num_cat=5 split_feature=4 1 25 24 25 3 25 1 4 4 1 4 19 26 5 25 26 split_gain=63601.3 30767.5 27486.6 48959.4 85188.6 69545.1 51454.5 39516.6 27266.9 24337.7 10671.4 9318.24 8358.79 6382.75 5973.93 5116.64 1752.71 threshold=365.72000000000008 272.07425000000006 0 1 2 8.0855000000000015 3 157.57350000000002 2.2169500000000002 29.205000000000002 376.61250000000007 149.69580000000005 69.465000000000018 2022.5000000000002 199.12500000000003 4 2022.5000000000002 decision_type=2 2 9 1 9 2 9 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 13 8 16 9 -6 -8 -3 12 14 -1 15 -4 -5 right_child=-2 10 11 6 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.017190100978797591 -0.53555425730618567 -0.39418807325363164 -0.060696183590039816 -0.14286777791151634 0.31572787268200381 -0.1782162494272799 0.013589985500156627 0.47507288847863677 -0.030836388015747073 0.32508550258783198 -0.092207883826710954 0.16393587042303648 0.2024127151966095 -0.15489567361772061 -0.15360957989325891 -0.0011244536002578658 -0.2144974339670605 leaf_weight=71 22 25 136 65 247 37 711 20 25 26 22 34 20 64 26 11681 72 leaf_count=71 22 25 136 65 247 37 711 20 25 26 22 34 20 64 26 11681 72 internal_value=0 0.00256809 0.00347507 0.04627 0.131027 0.221379 0.00319241 0.0360054 0.283875 0.024579 -0.252836 -0.00137561 -0.00185056 -0.076785 -0.00219551 -0.00186237 -0.168233 internal_weight=0 13282 13235 1338 444 309 894 757 272 737 47 11897 11863 135 11843 11817 137 internal_count=13304 13282 13235 1338 444 309 894 757 272 737 47 11897 11863 135 11843 11817 137 cat_boundaries=0 4 5 8 12 15 cat_threshold=67109376 2113616 3276669184 32 2656 0 80 50855936 0 2113536 4194560 32 0 524288 2097152 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=12 num_cat=0 split_feature=4 1 4 1 14 1 26 7 13 4 7 split_gain=62335.5 30155.1 23881.4 14244.7 12189.6 10459 8848.12 8198.29 7191.23 4389.89 936.832 threshold=365.72000000000008 272.07425000000006 216.24000000000004 157.57350000000002 199.12500000000003 376.61250000000007 2022.5000000000002 183.80721500000004 92.932500000000019 263.60184000000004 239.51250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -3 -5 8 -1 -4 -9 right_child=-2 5 9 6 -6 -7 -8 10 -10 -11 -12 leaf_value=0.0025497997024261322 -0.53019871841777455 -0.39024619293212892 0.13225628614425661 -0.0022188754081726076 -0.19941394233703613 -0.09128580648113381 0.26285553404513529 -0.065408081641564003 0.14408051292101542 0.31656407934923964 -0.14373544692993165 leaf_weight=13000 22 25 28 20 30 22 34 26 36 24 37 leaf_count=13000 22 25 28 20 30 22 34 26 36 24 37 internal_value=0 0.00254194 0.00343985 0.0025962 0.00192955 -0.250307 0.16468 0.00239068 0.00294065 0.217321 -0.11141 internal_weight=0 13282 13235 13183 13129 47 54 13099 13036 52 63 internal_count=13304 13282 13235 13183 13129 47 54 13099 13036 52 63 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=11 num_cat=0 split_feature=4 1 4 1 7 1 26 3 10 4 split_gain=61095 29555 23406.2 13961.3 10636.4 10250.9 8672.04 5782.5 8022.09 4302.53 threshold=365.72000000000008 272.07425000000006 216.24000000000004 157.57350000000002 239.51250000000002 376.61250000000007 2022.5000000000002 344.25000000000006 259.57500000000005 263.60184000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -3 -5 8 -1 -4 right_child=-2 5 9 6 -6 -7 -8 -9 -10 -11 leaf_value=0.00236750794480651 -0.52489673397757797 -0.38634373203516009 0.13093373571123396 -0.0021966943740844729 -0.16298893170479015 -0.090372952090745626 0.26022697452236626 -0.15958583961833608 0.20279690194129946 0.31339845225214957 leaf_weight=13048 22 25 28 20 39 22 34 22 20 24 leaf_count=13048 22 25 28 20 39 22 34 22 20 24 internal_value=0 0.00251652 0.00340546 0.00257024 0.00191025 -0.247804 0.163033 0.00240155 0.00267426 0.215148 internal_weight=0 13282 13235 13183 13129 47 54 13090 13068 52 internal_count=13304 13282 13235 13183 13129 47 54 13090 13068 52 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=15 num_cat=3 split_feature=1 25 24 25 26 1 13 13 7 1 0 1 26 26 split_gain=32981.7 23007.2 80969.5 26493.6 25209.7 12874 12557.2 31879.6 13744.6 11815.2 11293.7 4076.82 1162.66 5.04286 threshold=272.07425000000006 0 1 2 2022.5000000000002 174.00000000000003 229.52500000000003 92.932500000000019 280.57800000000003 376.61250000000007 176.53925000000004 216.24000000000004 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 -1 6 7 8 10 -2 -3 -7 -5 -4 right_child=9 5 3 12 -6 11 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.16539736100605557 -0.40434735129658989 -0.0019484200391551088 -0.10947221362745607 0.048922216051268848 0.46285693357730739 0.27066983313787552 -0.2508987464904785 0.3802076877247203 0.24344747253086257 -0.089469219245524576 0.12279269546066246 0.079881634463866549 0.099395012560610979 -0.10586467124712773 leaf_weight=56 26 12621 77 87 58 21 20 22 23 22 73 24 96 78 leaf_count=56 26 12621 77 87 58 21 20 22 23 22 73 24 96 78 internal_value=0 0.00257538 0.0719033 -0.00830072 0.291193 7.17941e-05 -0.00052365 -0.000130566 -0.000788539 -0.260028 -0.00123107 0.168916 0.071493 -0.101132 internal_weight=0 13256 452 338 114 12804 12759 12739 12717 48 12694 45 183 155 internal_count=13304 13256 452 338 114 12804 12759 12739 12717 48 12694 45 183 155 cat_boundaries=0 4 5 8 cat_threshold=67108864 0 2202534144 32 2561 67108864 0 16777472 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=14 num_cat=2 split_feature=25 25 0 26 7 5 6 6 5 5 6 26 7 split_gain=33649 19856.7 14171 10322.8 10087.7 9686.42 15304.8 18741.7 11419 4820.23 567.202 217.432 164.682 threshold=0 1 365.72000000000008 2022.5000000000002 218.62500000000003 172.87500000000003 228.18750000000003 156.16500000000005 335.87040000000007 217.36500000000004 280.57800000000003 2022.5000000000002 269.79925000000003 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=3 11 4 -1 5 6 7 -3 9 -7 -8 -2 -6 right_child=1 2 -4 -5 12 8 10 -9 -10 -11 -12 -13 -14 leaf_value=0.06884617655173593 -0.10782960930839181 7.7142837038573762e-05 -0.25987971442086355 0.22265655468745404 -0.17130242069562276 0.30620709873381119 -0.14865818526063648 0.28579113698523978 -0.091930109977722163 0.11456793308258056 -0.22054044312756993 -0.13200332482139784 -0.13256990297980931 leaf_weight=92 72 12765 21 83 21 21 21 23 20 35 23 77 23 leaf_count=92 72 12765 21 83 21 21 21 23 20 35 23 77 23 internal_value=0 -0.00168037 -0.000318773 0.134132 0.000101825 0.000617082 -4.95891e-05 0.000591017 0.113179 0.186433 -0.186233 -0.112755 -0.151056 internal_weight=0 13122 12973 175 12952 12908 12832 12788 76 56 44 149 44 internal_count=13297 13122 12973 175 12952 12908 12832 12788 76 56 44 149 44 cat_boundaries=0 3 7 cat_threshold=0 64 256 0 16400 0 32 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=12 num_cat=2 split_feature=3 25 25 5 0 7 4 2 5 7 5 split_gain=45166.4 25734 17988 22159.7 21890.9 19564.3 11198.5 12751 6313.53 5820.62 578.783 threshold=333.3454000000001 0 1 172.87500000000003 12.195500000000001 174.00000000000003 293.85000000000008 255.10500000000002 299.07650000000007 263.60184000000004 228.56250000000003 decision_type=2 9 9 2 2 2 2 2 2 2 2 left_child=1 -1 -3 5 8 6 7 -4 10 -7 -5 right_child=-2 2 3 4 -6 9 -8 -9 -10 -11 -12 leaf_value=0.13773163497896124 0.38778016090393069 -0.10846979095962396 -0.0011941506578954824 0.16525783172020547 0.43868252231961208 -0.29032629081181116 -0.23750016117095946 0.19562815453066973 -0.074840467543829059 -0.086424704119563101 0.09467312971750895 leaf_weight=123 30 147 12799 26 21 28 20 33 21 28 21 leaf_count=123 30 147 12799 26 21 28 20 33 21 28 21 internal_value=0 -0.00067183 -0.0020702 -0.000784325 0.156467 -0.00186917 -0.00105651 -0.000687984 0.0693116 -0.188375 0.13372 internal_weight=0 13267 13144 12997 89 12908 12852 12832 68 56 47 internal_count=13297 13267 13144 12997 89 12908 12852 12832 68 56 47 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 0 32 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=14 num_cat=2 split_feature=3 25 26 25 5 0 7 4 10 5 7 5 26 split_gain=44267.5 25259.9 93448.2 17652.9 21718.7 21455.3 19174.9 10975.7 7174.42 6187.89 5704.79 567.265 281.468 threshold=333.3454000000001 0 2022.5000000000002 1 172.87500000000003 12.195500000000001 174.00000000000003 293.85000000000008 227.60400000000001 299.07650000000007 263.60184000000004 228.56250000000003 2022.5000000000002 decision_type=2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 12 6 9 7 8 -5 11 -8 -6 -3 right_child=-2 3 -4 4 5 -7 10 -9 -10 -11 -12 -13 -14 leaf_value=-0.13033218188363999 0.38390237776438396 -0.10044760225183318 0.42095420329801497 -0.00035742712190886929 0.16360525571382961 0.43429568585895356 -0.28742302894592286 -0.23512516021728516 -0.17341649563051761 -0.074092066628592357 -0.085560454013092188 0.093726400420779274 -0.12813851215337452 leaf_weight=61 30 71 62 12808 26 21 28 20 24 21 28 21 76 leaf_count=61 30 71 62 12808 26 21 28 20 24 21 28 21 76 internal_value=0 -0.000664891 0.136458 -0.00205033 -0.000776482 0.154902 -0.00185048 -0.00104594 -0.000681104 0.0686185 -0.186492 0.132383 -0.107454 internal_weight=0 13267 123 13144 12997 89 12908 12852 12832 68 56 47 147 internal_count=13297 13267 123 13144 12997 89 12908 12852 12832 68 56 47 147 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 0 32 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=11 num_cat=2 split_feature=3 25 25 5 7 4 2 7 5 5 split_gain=43386.6 24757.3 17301.6 21286.5 18793.3 10757.3 12496.8 5591.26 5006.79 7308.5 threshold=333.3454000000001 0 1 172.87500000000003 174.00000000000003 293.85000000000008 255.10500000000002 263.60184000000004 217.36500000000004 280.57800000000003 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 -4 -6 -5 -10 right_child=-2 2 3 8 7 -7 -8 -9 9 -11 leaf_value=0.1350933011492392 0.38006335639953615 -0.10637963919692739 -0.0011753898392264006 0.27678712288538615 -0.28454879914011277 -0.23277390480041504 0.19367545149543069 -0.084704847687057078 -0.018019029829237195 0.19715861056980333 leaf_weight=123 30 147 12799 24 28 20 33 28 27 38 leaf_count=123 30 147 12799 24 28 20 33 28 27 38 internal_value=0 -0.000658242 -0.00202982 -0.000768717 -0.00183197 -0.00103548 -0.000674293 -0.184627 0.153353 0.107777 internal_weight=0 13267 13144 12997 12908 12852 12832 56 89 65 internal_count=13297 13267 13144 12997 12908 12852 12832 56 89 65 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 0 32 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=11 num_cat=2 split_feature=3 25 25 5 10 2 9 5 5 5 split_gain=42523.1 24301.2 17800.9 17716.1 17261.5 16692.4 17809.8 3033.58 5491.67 6979.21 threshold=333.3454000000001 0 1 172.87500000000003 227.60400000000001 255.10500000000002 174.51000000000002 365.72000000000008 274.59975000000003 217.36500000000004 decision_type=2 9 9 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 -4 8 9 -5 right_child=-2 2 3 7 -6 -7 -8 -9 -10 -11 leaf_value=0.13384394839293975 0.37626271470387779 -0.10133511306613349 -0.0010095719400537442 0.23700779873391856 -0.24963375912180968 0.21395698653327094 -0.20976277002792171 0.032495344638824461 0.3070416167804173 -0.0067634322245915734 leaf_weight=123 30 168 12783 23 28 36 41 20 21 24 leaf_count=123 30 168 12783 23 28 36 41 20 21 24 internal_value=0 -0.000651443 -0.00201033 -0.000647335 -0.00161336 -0.00107334 -0.00167698 0.140757 0.172599 0.112529 internal_weight=0 13267 13144 12976 12888 12860 12824 88 68 47 internal_count=13297 13267 13144 12976 12888 12860 12824 88 68 47 cat_boundaries=0 3 7 cat_threshold=0 0 6816000 0 16400 16384 32 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=8 num_cat=0 split_feature=8 2 16 7 0 14 10 split_gain=43378 16762.7 10591.2 12144.9 11908.8 9545.4 29980.4 threshold=312.55000000000013 376.61250000000007 225.05000000000004 234.55500000000004 365.72000000000008 182.65800000000004 273.29900000000004 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=-0.0026637988165128979 0.45095209757486976 -0.29318492817878722 0.22648716866970062 -0.1800164319307376 -0.21709414482116698 0.1849650932241369 -0.3901298236846924 leaf_weight=13146 21 20 20 39 26 27 20 leaf_count=13146 21 20 20 39 26 27 20 internal_value=0 -0.00389727 -0.00346153 -0.00380841 -0.00328855 -0.00286719 -0.00325238 internal_weight=0 13298 13278 13258 13219 13193 13166 internal_count=13319 13298 13278 13258 13219 13193 13166 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=8 num_cat=0 split_feature=8 2 16 7 0 14 10 split_gain=42514.7 16429.1 10380.5 11903.3 11671.8 9355.44 29383.8 threshold=312.55000000000013 376.61250000000007 225.05000000000004 234.55500000000004 365.72000000000008 182.65800000000004 273.29900000000004 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=-0.0026371606368841335 0.44644258226667133 -0.29025307738780975 0.22422229802608493 -0.17821626834380322 -0.21492320941044735 0.18311544135764796 -0.38622852087020876 leaf_weight=13146 21 20 20 39 26 27 20 leaf_count=13146 21 20 20 39 26 27 20 internal_value=0 -0.0038583 -0.00342691 -0.00377033 -0.00325566 -0.00283852 -0.00321986 internal_weight=0 13298 13278 13258 13219 13193 13166 internal_count=13319 13298 13278 13258 13219 13193 13166 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=11 num_cat=2 split_feature=25 8 26 10 0 26 3 10 25 0 split_gain=45287.9 52317.1 17213.1 11544.3 12193.6 27330.6 15933.7 11151.8 8249.33 5465.58 threshold=0 312.55000000000013 2022.5000000000002 282.93750000000006 217.36500000000004 2022.5000000000002 272.07425000000006 211.12500000000003 1 290.58750000000009 decision_type=9 2 2 2 2 2 2 2 9 2 left_child=2 3 -1 4 6 -6 7 8 -2 -7 right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11 leaf_value=-0.084405531130338968 0.08354506072272426 0.50975292778015135 -0.32807183999631362 -0.23636524745396206 0.099185179381659536 -0.17376676045931302 -0.22041172909014153 0.22455611963163724 -0.0015268793374596037 -0.385391059751096 leaf_weight=57 105 20 59 21 33 26 33 22 12920 23 leaf_count=57 105 20 59 21 33 26 33 22 12920 23 internal_value=0 -0.00131277 -0.191804 -0.00208911 -0.00171532 -0.123278 -0.000953228 -0.000398148 -0.000778109 -0.273101 internal_weight=0 13203 116 13183 13162 82 13080 13047 13025 49 internal_count=13319 13203 116 13183 13162 82 13080 13047 13025 49 cat_boundaries=0 4 8 cat_threshold=67108864 0 256 32768 0 16384 2097152 544 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=9 num_cat=0 split_feature=14 2 4 13 13 6 4 1 split_gain=31025.9 16065.2 15048.5 13463.1 24531.4 15002.7 13394.1 10133 threshold=182.65800000000004 376.61250000000007 365.72000000000008 229.52500000000003 92.932500000000019 89.585000000000008 216.24000000000004 14.462000000000002 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=-0.0026732838903352207 0.32364562051049595 -0.28700265419483184 -0.25354853709538777 -0.2500901129029014 0.3104471221923828 -0.15302059649914793 0.16644496958306496 0.092952515363693242 leaf_weight=13029 29 20 24 22 25 103 47 20 leaf_count=13029 29 20 24 22 25 103 47 20 internal_value=0 -0.003798 -0.00337116 -0.00291788 -0.00250667 -0.00309943 -0.00206541 -0.113025 internal_weight=0 13290 13270 13246 13224 13199 13076 123 internal_count=13319 13290 13270 13246 13224 13199 13076 123 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=11 num_cat=2 split_feature=25 8 26 10 4 3 0 25 1 26 split_gain=44374.8 51263.8 16874.8 11325.8 17463.6 11757 15347.5 14356.3 5974.42 1817.66 threshold=0 312.55000000000013 2022.5000000000002 282.93750000000006 333.3454000000001 117.39000000000001 355.00000000000006 1 19.336600000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 9 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.08348485913193017 0.11396777921237729 0.50462635040283199 -0.32474478604682427 -0.23408525648571196 -0.26057782723353456 -0.075290252844492603 -0.23845457995379413 -0.00075983010058903262 0.052231565237045294 -0.17062280897299448 leaf_weight=57 100 20 59 21 26 30 27 12899 20 60 leaf_count=57 100 20 59 21 26 30 27 12899 20 60 internal_value=0 -0.00126846 -0.18983 -0.00203692 -0.00166669 -0.00115423 -0.000284851 0.000209848 -0.104104 -0.138845 internal_weight=0 13203 116 13183 13162 13136 13026 12999 110 90 internal_count=13319 13203 116 13183 13162 13136 13026 12999 110 90 cat_boundaries=0 4 8 cat_threshold=67108864 0 256 32768 0 16384 2097152 544 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=30000.5 9853.85 20174.4 11233.4 13688.2 10515.4 10516 6002.46 5405.24 threshold=333.3454000000001 220.33000000000001 333.3454000000001 269.79925000000003 223.36075000000002 181.87500000000003 97.70750000000001 376.61250000000007 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=0.00081917467816696203 0.31061451511998334 -0.074310923218727107 -0.30276591647755019 -0.18682716792915016 0.24450348278102665 0.21397042813508407 -0.093222312192122153 0.032080220222473144 -0.27454524352000309 leaf_weight=13074 31 28 22 32 23 23 120 20 26 leaf_count=13074 31 28 22 32 23 23 120 20 26 internal_value=0 -0.000833968 -0.000193411 0.000308141 0.000760431 0.000336274 -3.61367e-05 -0.115909 -0.17072 internal_weight=0 13368 13294 13272 13240 13217 13194 74 54 internal_count=13399 13368 13294 13272 13240 13217 13194 74 54 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=14 num_cat=3 split_feature=25 25 15 15 15 10 25 5 0 26 15 26 26 split_gain=31019.1 23800.5 10260 8619.55 21274.8 8657.73 9214.44 12884 7121.9 4802.66 2169.01 2044.03 189.945 threshold=0 1 237.02500000000003 32.879500000000014 43.248000000000012 267.13384000000002 2 228.56250000000003 6.3720000000000008 2022.5000000000002 110.47500000000001 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 9 2 2 2 2 2 2 left_child=8 11 3 5 -5 6 12 -8 9 -1 -6 -2 -3 right_child=1 2 -4 4 10 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.089941882237349419 -0.1099471121788025 -0.056802686952118181 -0.22717408210039139 0.37648847228004817 -0.054078487758674937 0.19709784095937555 0.00030857943081766351 -0.16919852182600234 -0.051103053092956541 0.18795346987367884 0.079494897723197941 -0.19719534549219855 -0.0750219081182565 leaf_weight=101 50 117 20 21 31 22 12681 45 22 99 20 58 112 leaf_count=101 50 117 20 21 31 22 12681 45 22 99 20 58 112 internal_value=0 -0.00212873 -0.000851503 -0.000505275 0.108607 -0.00111066 -0.00144726 -0.000290581 0.114514 0.138458 -0.00169677 -0.143514 -0.0629639 internal_weight=0 13177 13069 13049 72 12977 12955 12726 222 200 51 108 229 internal_count=13399 13177 13069 13049 72 12977 12955 12726 222 200 51 108 229 cat_boundaries=0 3 6 10 cat_threshold=0 16448 2097408 256 0 34078720 16384 0 1090650112 512 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=15 num_cat=5 split_feature=25 24 26 25 15 15 15 10 25 5 24 26 15 26 split_gain=30401.8 229038 24830.4 23326.9 10055.8 8448.02 20851.5 8485.44 9031.08 12627.6 7941.37 7760.35 2125.85 2003.35 threshold=0 1 2022.5000000000002 2 237.02500000000003 32.879500000000014 43.248000000000012 267.13384000000002 3 228.56250000000003 4 2022.5000000000002 110.47500000000001 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 9 2 1 2 2 2 left_child=1 2 -1 13 5 7 -7 8 10 -10 -5 -3 -8 -2 right_child=3 11 -4 4 -6 6 12 -9 9 -11 -12 -13 -14 -15 leaf_value=0.30893396887285957 -0.10884764201641084 -0.13462249512942331 0.60691586812337239 -0.00041547743543501826 -0.22490234406292436 0.37272360120500836 -0.053537704117836489 0.19512686314907943 0.00030549367403243007 -0.16750654082828098 -0.11877092433929443 -0.30272018984744425 0.078699944198131561 -0.19522339282364681 leaf_weight=58 50 53 54 114 20 21 31 22 12681 45 115 57 20 58 leaf_count=58 50 53 54 114 20 21 31 22 12681 45 115 57 20 58 internal_value=0 0.113369 0.415505 -0.00210744 -0.000842988 -0.000500222 0.107521 -0.00109955 -0.00143278 -0.000287675 -0.0623342 -0.20325 -0.0016798 -0.142079 internal_weight=0 222 112 13177 13069 13049 72 12977 12955 12726 229 110 51 108 internal_count=13399 222 112 13177 13069 13049 72 12977 12955 12726 229 110 51 108 cat_boundaries=0 3 4 7 11 12 cat_threshold=0 16448 2097408 826 256 0 34078720 16384 0 1090650112 512 2583 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=13 num_cat=3 split_feature=25 24 26 25 6 6 20 5 17 26 26 5 split_gain=29797.3 224480 24336.3 22862.4 12382.5 11886 10020.8 13667 7692.56 7605.92 1963.49 941.051 threshold=0 1 2022.5000000000002 2 274.22475000000003 223.36075000000002 41.990000000000009 228.56250000000003 119.38850000000002 2022.5000000000002 2022.5000000000002 280.57800000000003 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 10 5 6 7 8 -5 -3 -2 -9 right_child=3 9 -4 4 -6 -7 -8 11 -10 -11 -12 -13 leaf_value=0.30584465010412809 -0.1077591635465622 -0.13327627056049851 0.60084669607656971 -0.00030783417366493513 -0.22317674810290339 0.21742673019170763 0.18172514025370279 -0.12321593344211579 -0.19185626597631547 -0.29969298521677656 -0.1932711557273207 -0.21088149490356448 leaf_weight=58 50 53 54 12919 25 25 30 24 21 57 58 25 leaf_count=58 50 53 54 12919 25 25 30 24 21 57 58 25 internal_value=0 0.112235 0.41135 -0.00208727 -0.00083547 -0.000409973 -0.000828278 -0.00124991 -0.000618693 -0.201218 -0.140658 -0.167943 internal_weight=0 222 112 13177 13069 13044 13019 12989 12940 110 108 49 internal_count=13399 222 112 13177 13069 13044 13019 12989 12940 110 108 49 cat_boundaries=0 3 4 7 cat_threshold=0 16448 2097408 826 256 0 34078720 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=15 num_cat=5 split_feature=25 24 26 25 15 15 15 10 25 5 24 26 15 26 split_gain=29204.3 220013 23852 22407.4 9845.54 8279.46 20436.3 8307.75 8851.75 12124.6 7778.36 7454.57 2083.44 1924.42 threshold=0 1 2022.5000000000002 2 237.02500000000003 32.879500000000014 43.248000000000012 267.13384000000002 3 228.56250000000003 4 2022.5000000000002 110.47500000000001 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 9 2 1 2 2 2 left_child=1 2 -1 13 5 7 -7 8 10 -10 -5 -3 -8 -2 right_child=3 11 -4 4 -6 6 12 -9 9 -11 -12 -13 -14 -15 leaf_value=0.30278619568923426 -0.10668157002925874 -0.13194350818418107 0.59483824306064181 -0.0004230923181579959 -0.22253110526502135 0.36899943181446626 -0.052996178838995198 0.19307969933206384 0.00030391742672633733 -0.16413176568349205 -0.11755983287811279 -0.29669606074952243 0.077916027426719672 -0.19133844745570217 leaf_weight=58 50 53 54 114 20 21 31 22 12681 45 115 57 20 58 leaf_count=58 50 53 54 114 20 21 31 22 12681 45 115 57 20 58 internal_value=0 0.111113 0.407237 -0.00206639 -0.000827115 -0.000487947 0.10645 -0.00108127 -0.00141099 -0.00027732 -0.0617048 -0.199206 -0.00165806 -0.139252 internal_weight=0 222 112 13177 13069 13049 72 12977 12955 12726 229 110 51 108 internal_count=13399 222 112 13177 13069 13049 72 12977 12955 12726 229 110 51 108 cat_boundaries=0 3 4 7 11 12 cat_threshold=0 16448 2097408 826 256 0 34078720 16384 0 1090650112 512 2583 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=10 num_cat=0 split_feature=8 3 10 12 11 10 0 11 11 split_gain=43014.3 18791.4 19266.3 11427.9 13279.5 8588.07 7398.91 1733.36 168.687 threshold=312.55000000000013 333.3454000000001 282.93750000000006 246.67500000000004 95.142500000000013 211.12500000000003 355.00000000000006 267.13384000000002 170.05500000000004 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=-0.00020914363088072148 0.45235929216657367 0.29144223126498137 -0.29023275043653407 0.22215342708255936 -0.08518366805531763 0.19284855341133864 -0.16293800694601879 -0.21432750193845657 -0.12248686564189416 leaf_weight=13210 21 22 23 23 22 23 28 21 27 leaf_count=13210 21 22 23 23 22 23 28 21 27 internal_value=0 -0.000576587 -0.00105685 -0.000558789 -0.000943035 -0.000217897 -0.000553335 -0.138315 -0.105738 internal_weight=0 13399 13377 13354 13331 13261 13238 70 49 internal_count=13420 13399 13377 13354 13331 13261 13238 70 49 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=12 num_cat=5 split_feature=8 25 3 24 17 10 25 24 25 26 26 split_gain=42158.3 31622.7 22208.6 14624.1 12158.8 11481.4 12148.6 104296 9617.79 4432.01 218.342 threshold=312.55000000000013 0 333.3454000000001 1 95.142500000000013 282.93750000000006 2 3 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 1 2 2 9 1 9 2 2 left_child=1 3 4 9 5 6 7 -3 -8 -1 -5 right_child=-2 2 -4 10 -6 -7 8 -9 -10 -11 -12 leaf_value=0.033082846358970359 0.44783567882719494 0.28558866737908079 0.32634533745901928 -0.20680564994812012 0.21692335770680354 -0.23317849295479909 -0.082663582999941337 -0.062174754468615423 9.7060015732578037e-05 -0.097574966382980355 -0.23580602325775005 leaf_weight=54 21 121 21 50 26 21 132 247 12623 50 54 leaf_count=54 21 121 21 50 26 21 132 247 12623 50 54 internal_value=0 -0.000570822 0.00140275 -0.120028 0.000885679 0.000458337 0.000832213 0.0567016 -0.000823507 -0.0271252 -0.202402 internal_weight=0 13399 13191 208 13170 13144 13123 368 12755 104 104 internal_count=13420 13399 13191 208 13170 13144 13123 368 12755 104 104 cat_boundaries=0 3 4 8 9 11 cat_threshold=0 49168 256 1388 16384 0 1126367232 33312 177 0 64 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=15 num_cat=7 split_feature=8 25 7 24 4 25 24 25 25 1 25 26 26 26 split_gain=41319.1 30994 18217.1 14333 12037.8 11612.9 44399.1 50374.4 21323.1 9910.46 13990.2 4543.55 4343.82 213.997 threshold=312.55000000000013 0 355.00000000000006 1 344.25000000000006 2 3 4 5 54.277999999999999 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 1 2 9 1 9 9 2 9 2 2 2 left_child=1 3 4 12 5 6 7 -3 -8 10 -7 -11 -1 -5 right_child=-2 2 -4 13 -6 9 8 -9 -10 11 -12 -13 -14 -15 leaf_value=0.032752018372217813 0.44335733686174666 0.036850820094001806 0.30296531534194948 -0.20473759055137636 -0.23829852512904576 -0.093639074075652889 0.018049688572719904 0.28972338180231855 -0.10515538886747258 0.16147821255379871 -0.0011870716817939228 0.03919994934648275 -0.096599223089218145 -0.23344796439011892 leaf_weight=54 21 249 20 50 21 156 558 113 177 49 11768 80 50 54 leaf_count=54 21 249 20 50 21 156 558 113 177 49 11768 80 50 54 internal_value=0 -0.000564062 0.00138979 -0.118828 0.000932902 0.00131494 0.0323112 0.121453 -0.0126333 -0.00153171 -0.00247613 0.0856467 -0.026854 -0.200378 internal_weight=0 13399 13191 208 13171 13150 1097 362 735 12053 11924 129 104 104 internal_count=13420 13399 13191 208 13171 13150 1097 362 735 12053 11924 129 104 104 cat_boundaries=0 3 4 8 9 10 14 16 cat_threshold=0 49168 256 1388 134234624 0 1126301696 33312 51 134218240 134218240 0 1073741824 33280 256 64 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=13 num_cat=2 split_feature=25 9 1 1 7 4 25 9 1 1 1 26 split_gain=34864.2 23197 16618.4 15534.1 13030.8 15749.3 16361.6 3239.82 2849.34 2323.5 1293.23 474.952 threshold=0 223.50400000000005 216.24000000000004 113.47200000000001 280.57800000000003 293.85000000000008 1 282.93750000000006 174.00000000000003 365.72000000000008 279.07800000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 left_child=11 2 3 4 5 6 -2 -3 -5 10 -4 -1 right_child=1 7 9 8 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.12791081512846597 0.049559632692752147 0.14842327638319694 -0.14603363897651434 0.10582711449375859 0.23924798001413761 -0.2448589434990516 -0.0011055947539810914 0.32626261029924664 0.25557805836200714 -0.058629472078755497 -0.24853969160467387 -0.16118144458532335 leaf_weight=82 662 20 32 27 23 26 12373 21 24 20 20 90 leaf_count=82 662 20 32 27 23 26 12373 21 24 20 20 90 internal_value=0 0.00201724 0.00128149 0.002112 0.00143304 0.00101425 0.00150468 0.239512 0.176298 -0.150229 -0.185459 -0.137335 internal_weight=0 13248 13207 13135 13084 13061 13035 41 51 72 52 172 internal_count=13420 13248 13207 13135 13084 13061 13035 41 51 72 52 172 cat_boundaries=0 3 7 cat_threshold=67108864 49152 256 134234112 0 1130512384 32800 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=8 num_cat=0 split_feature=8 3 4 10 1 0 1 split_gain=40514.6 18030.3 24065.6 40040.4 15774.8 15694.5 10044.4 threshold=312.55000000000013 333.3454000000001 344.25000000000006 282.93750000000006 355.00000000000006 355.00000000000006 216.24000000000004 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=0.0007885711048321736 0.43901964823404949 0.28548554420471189 -0.33149727561257103 -0.43679729824974423 0.28083729926496742 -0.2410714919478805 -0.14565924065068683 leaf_weight=13240 21 22 22 21 20 27 47 leaf_count=13240 21 22 22 21 20 27 47 internal_value=0 -0.000558436 -0.00102887 -0.00048448 0.000202678 -0.000218885 0.000270542 internal_weight=0 13399 13377 13355 13334 13314 13287 internal_count=13420 13399 13377 13355 13334 13314 13287 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=13 num_cat=2 split_feature=25 9 10 25 7 4 14 7 26 7 4 26 split_gain=31890.8 21265.7 29857.3 24910.5 16231.5 20676 12760.3 5303.26 4598.06 4020.53 3444.71 836.354 threshold=0 285.62500000000006 279.07800000000003 1 174.00000000000003 228.18750000000003 115.96500000000002 218.62500000000003 2022.5000000000002 280.57800000000003 293.85000000000008 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 left_child=8 2 3 11 5 6 -5 -6 -1 -9 -7 -2 right_child=1 -3 -4 4 7 10 -8 9 -10 -11 -12 -13 leaf_value=-0.11418377505408395 0.10891933534708288 0.30436850133149518 -0.3860507574081421 -0.00041394441276447128 0.28324354807535806 -0.12824585244573394 -0.19439737819792594 0.0077218185021327096 -0.23993527009531301 0.18720927407344182 -0.29212164173955507 0.15633005708068998 leaf_weight=63 72 23 20 12869 21 29 34 26 54 24 23 77 leaf_count=63 72 23 20 12869 21 29 34 26 54 24 23 77 internal_value=0 0.000561421 3.22855e-05 0.00061837 -0.000900014 -0.00172709 -0.0009251 0.149886 -0.158662 0.0938758 -0.200729 0.125029 internal_weight=0 13218 13195 13175 13026 12955 12903 71 117 50 52 149 internal_count=13335 13218 13195 13175 13026 12955 12903 71 117 50 52 149 cat_boundaries=0 3 6 cat_threshold=16384 0 2621440 67108864 16384 33554688 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=12 num_cat=3 split_feature=25 25 3 25 26 1 1 20 26 26 26 split_gain=27199.5 22756.8 26293 13120.6 20490.8 9855.05 12921.5 8781.8 6547.85 2642.76 447.161 threshold=0 1 333.3454000000001 2 2022.5000000000002 272.07425000000006 157.57350000000002 41.990000000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 9 2 2 2 2 2 2 2 left_child=9 10 3 4 -3 6 7 -5 -8 -1 -2 right_child=1 2 -4 5 -6 -7 8 -9 -10 -11 -12 leaf_value=-0.09084804003378924 0.13254552612304688 0.015845581583074621 0.30559977088655749 -0.00070588931526821802 -0.22371063809463945 -0.16764568898933274 0.0082713072640555243 0.16516129303723573 0.22935304938135923 -0.16970400301147909 0.17386550543525001 leaf_weight=85 50 74 28 12764 69 35 21 32 37 85 55 leaf_count=85 50 74 28 12764 69 35 21 32 37 85 55 internal_value=0 0.0007249 -0.000507981 -0.00116606 -0.0932252 -7.2304e-05 0.000383923 -0.000291092 0.149306 -0.123038 0.140782 internal_weight=0 13165 13060 13032 143 12889 12854 12796 58 170 105 internal_count=13335 13165 13060 13032 143 12889 12854 12796 58 170 105 cat_boundaries=0 3 7 9 cat_threshold=0 524288 2621440 0 16384 33554688 512 0 64 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=13 num_cat=2 split_feature=25 9 10 25 7 4 0 7 26 7 4 26 split_gain=30931.1 20778.6 29263.5 24131.6 15894.9 20254.3 10543.3 5172.45 4461.84 3941.54 3356.14 810.296 threshold=0 285.62500000000006 279.07800000000003 1 174.00000000000003 228.18750000000003 181.87500000000003 218.62500000000003 2022.5000000000002 280.57800000000003 293.85000000000008 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 left_child=8 2 3 11 5 6 -5 -6 -1 -9 -7 -2 right_child=1 -3 -4 4 7 10 -8 9 -10 -11 -12 -13 leaf_value=-0.11243393073006282 0.1072079463965363 0.30086519780366316 -0.38219043779373169 -0.0016094875429805958 0.28003694715954008 -0.12711499571800233 0.11500665341050198 0.0077158698668846719 -0.23630870441043819 0.18543143242597579 -0.28887048949366029 0.15387423269934469 leaf_weight=63 72 23 20 12825 21 29 78 26 54 24 23 77 leaf_count=63 72 23 20 12825 21 29 78 26 54 24 23 77 internal_value=0 0.000557424 3.43848e-05 0.000614612 -0.000879854 -0.0016983 -0.000904531 0.148334 -0.156252 0.0930193 -0.198661 0.123065 internal_weight=0 13218 13195 13175 13026 12955 12903 71 117 50 52 149 internal_count=13335 13218 13195 13175 13026 12955 12903 71 117 50 52 149 cat_boundaries=0 3 6 cat_threshold=16384 0 2621440 67108864 16384 33554688 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=12 num_cat=1 split_feature=9 10 8 14 24 2 11 5 2 2 9 split_gain=16791.5 34526.6 19675.5 11392.3 9806.09 28161 13802.4 12032.4 10747.4 5217.66 3575.47 threshold=223.50400000000005 279.07800000000003 274.22475000000003 95.142500000000013 0 54.405500000000011 92.090000000000018 35.627500000000005 233.80500000000004 238.08750000000003 289.96890000000008 decision_type=2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 -7 -2 right_child=10 -3 -4 -5 6 9 -8 -9 -10 -11 -12 leaf_value=0.0044941586416915895 0.27685151439646016 -0.40675037974403017 -0.28122622528076174 -0.17332046735443565 -0.006875105709099342 0.14906112654734466 -0.26450317297663012 0.10167496771078843 -0.19981032733259529 0.335961549282074 0.10237149397532144 leaf_weight=6386 23 21 25 38 6559 59 21 130 29 20 24 leaf_count=6386 23 21 25 38 6559 59 21 130 29 20 24 internal_value=0 -0.00159318 -0.000951868 -0.000422729 7.48558e-05 0.00869512 -0.0085274 0.006433 -0.0077244 0.196378 0.187755 internal_weight=0 13288 13267 13242 13204 6595 6609 6516 6588 79 47 internal_count=13335 13288 13267 13242 13204 6595 6609 6516 6588 79 47 cat_boundaries=0 1 cat_threshold=3665 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=11 num_cat=1 split_feature=3 3 8 3 12 4 6 6 9 24 split_gain=18067.8 45768.6 20739.1 20563.7 8816.52 13126.3 7877.92 12259.4 11278.5 7527.01 threshold=216.24000000000004 365.72000000000008 274.22475000000003 272.07425000000006 246.67500000000004 285.62500000000006 223.36075000000002 274.22475000000003 239.51250000000002 0 decision_type=2 2 2 2 2 2 2 2 2 1 left_child=2 3 4 -2 5 6 8 -8 9 -1 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 -11 leaf_value=0.011974329501243438 0.13713294064557111 -0.22302757349881258 -0.28952400054931643 0.54403481670047926 0.20856917572021483 -0.20383619889616966 0.30829851986396883 -0.0067299342354138689 -0.20202486548306689 -0.0054917791860825396 leaf_weight=3284 27 22 25 23 20 32 21 30 28 9823 leaf_count=3284 27 22 25 23 20 32 21 30 28 9823 internal_value=0 0.157066 -0.00177419 0.324308 -0.00123077 -0.00154822 -0.0010573 0.122988 -0.00153894 -0.00111064 internal_weight=0 72 13263 50 13238 13218 13186 51 13135 13107 internal_count=13335 72 13263 50 13238 13218 13186 51 13135 13107 cat_boundaries=0 1 cat_threshold=1537 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=11 num_cat=2 split_feature=25 4 26 3 0 3 2 25 3 3 split_gain=35117.3 37467.9 31304.1 29060.5 14480.7 13420.4 12040.8 12518.8 5317.24 5071.18 threshold=0 344.25000000000006 2022.5000000000002 344.25000000000006 355.00000000000006 177.71725000000004 279.07800000000003 1 228.18750000000003 255.10500000000002 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 -7 -10 right_child=1 -3 -4 -5 -6 8 -8 -9 9 -11 leaf_value=0.016438451467775832 -0.055391519158273131 0.3722042933216802 0.36349020858980574 -0.36383868434212424 -0.23584946742424598 0.28069122505187988 0.19044953458236927 0.00096187707983739102 -0.033129000186920166 0.18459671393684718 leaf_weight=51 397 27 53 22 26 20 33 12535 20 23 leaf_count=51 397 27 53 22 26 20 33 12535 20 23 internal_value=0 6.99445e-05 0.176345 -0.000698404 -8.64013e-05 0.000384111 -0.000323391 -0.000810207 0.145984 0.0833289 internal_weight=0 13103 104 13076 13054 13028 12965 12932 63 43 internal_count=13207 13103 104 13076 13054 13028 12965 12932 63 43 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 71303424 64 1073890304 32 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=15 num_cat=1 split_feature=8 7 13 7 24 5 1 1 8 5 6 8 6 15 split_gain=27539.7 10811 10902.5 8975.28 7561.14 17768.7 50008.3 13851 9667.35 7488.4 12540.5 7455.92 6788.61 5798.7 threshold=312.55000000000013 211.12500000000003 201.75000000000003 255.10500000000002 0 25.505000000000003 21.947000000000003 203.96813100000003 174.00000000000003 21.660000000000004 149.26580000000004 2.1940000000000004 15.718750000000002 32.879500000000014 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 7 11 13 9 10 -6 -7 -11 -1 right_child=-2 3 -4 -5 8 6 -8 -9 -10 12 -12 -13 -14 -15 leaf_value=0.0061576841972314838 0.3550890610434792 0.30948405838012699 -0.19002287912368776 0.045272520052062143 -0.0031114292803163046 0.013214342652774247 0.55492734177546066 -0.18973767975966138 -0.19210327683814934 -0.094140271066829859 -0.190276823176278 0.22151940536499024 0.10191797161102295 0.1200836652384864 leaf_weight=6227 22 20 30 36 6392 122 22 36 28 151 36 20 20 45 leaf_count=6227 22 20 30 36 6392 122 22 36 28 151 36 20 20 45 internal_value=0 0.000985432 0.000394046 0.139634 0.000830148 0.00851096 0.111286 0.00585243 -0.00667379 -0.00589711 -0.00415965 0.0425531 -0.0712095 0.00697507 internal_weight=0 13185 13129 56 13099 6472 164 6308 6627 6599 6428 142 171 6272 internal_count=13207 13185 13129 56 13099 6472 164 6308 6627 6599 6428 142 171 6272 cat_boundaries=0 1 cat_threshold=1637 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=11 num_cat=1 split_feature=25 8 7 5 6 0 0 7 6 6 split_gain=34410.6 49668 14835.3 11298.1 18880.2 13949.2 17363.7 6377.12 3355.92 536.837 threshold=0 312.55000000000013 211.12500000000003 280.57800000000003 176.53925000000004 355.00000000000006 176.53925000000004 255.10500000000002 280.57800000000003 230.0395 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 6 -2 -4 9 -6 right_child=1 -3 7 -5 8 -7 -8 -9 -10 -11 leaf_value=0.17454561143590691 -0.0014321927684899736 0.49801006889343263 0.3063892183303833 0.17310220363977796 -0.14514065597057343 -0.26488710403442384 0.15878668537582546 0.081351744988385377 -0.25777227618694304 -0.076557003146126151 leaf_weight=104 12833 20 20 37 25 20 68 34 25 21 leaf_count=104 12833 20 20 37 25 20 68 34 25 21 internal_value=0 5.32776e-05 -0.000707909 -0.00139345 -0.0018904 -0.000996794 -0.000587694 0.164699 -0.164514 -0.113831 internal_weight=0 13103 13083 13029 12992 12921 12901 54 71 46 internal_count=13207 13103 13083 13029 12992 12921 12901 54 71 46 cat_boundaries=0 3 cat_threshold=0 16384 2621696 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=12 num_cat=1 split_feature=25 8 26 7 5 6 0 0 7 6 6 split_gain=33785.6 48679.6 30671.7 14540.1 11073.3 18504.5 13671.6 17018.1 6250.22 3289.14 526.154 threshold=0 312.55000000000013 2022.5000000000002 211.12500000000003 280.57800000000003 176.53925000000004 355.00000000000006 176.53925000000004 255.10500000000002 280.57800000000003 230.0395 decision_type=9 2 2 2 2 2 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=0.014516105090870576 -0.001417870970465951 0.49302997207641602 0.35804437664319883 0.30332532691955566 0.17137118764825768 -0.14368925216197967 -0.26223822212219239 0.15719881016322795 0.080538224683088411 -0.25519455130100249 -0.075791434446970632 leaf_weight=51 12833 20 53 20 37 25 20 68 34 25 21 leaf_count=51 12833 20 53 20 37 25 20 68 34 25 21 internal_value=0 5.27447e-05 0.172953 -0.00070083 -0.00137952 -0.0018715 -0.000986826 -0.000581817 0.163052 -0.162869 -0.112692 internal_weight=0 13103 104 13083 13029 12992 12921 12901 54 71 46 internal_count=13207 13103 104 13083 13029 12992 12921 12901 54 71 46 cat_boundaries=0 3 cat_threshold=0 16384 2621696 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=10 num_cat=2 split_feature=25 4 3 0 3 2 25 3 3 split_gain=33113.3 36475 28620.3 13820.6 13002.9 11781.6 12367.8 5242.27 4935.73 threshold=0 344.25000000000006 344.25000000000006 355.00000000000006 177.71725000000004 279.07800000000003 1 228.18750000000003 255.10500000000002 decision_type=9 2 2 2 2 2 9 2 2 left_child=-1 2 3 4 5 6 -2 -6 -9 right_child=1 -3 -4 -5 7 -7 -8 8 -10 leaf_value=0.1712237310618685 -0.055067923032388055 0.36722286824826839 -0.36108533078973942 -0.23042486887711747 0.27743269729614262 0.18837334029602282 0.00094453855846025241 -0.033425617933273317 0.18137287533801533 leaf_weight=104 397 27 22 26 20 33 12535 20 23 leaf_count=104 397 27 22 26 20 33 12535 20 23 internal_value=0 5.22171e-05 -0.000705896 -9.85458e-05 0.000361117 -0.000335294 -0.000816843 0.143678 0.0814666 internal_weight=0 13103 13076 13054 13028 12965 12932 63 43 internal_count=13207 13103 13076 13054 13028 12965 12932 63 43 cat_boundaries=0 3 7 cat_threshold=0 16384 2621696 71303424 64 1073890304 32 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=27413.8 19587.4 56742.7 23790.9 20038.2 17708.3 23566.2 10917.9 threshold=0 365.72000000000008 263.60184000000004 285.62500000000006 1 105.004 2.8170000000000006 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=-0.13744425518292908 0.13559080338319848 -0.30242735544840499 0.49948543719623401 -0.278931338707606 0.001309343987534237 0.052220985969548592 0.40369272391001382 -0.14674702291488648 leaf_weight=131 103 21 23 30 12864 93 24 50 leaf_count=131 103 21 23 30 12864 93 24 50 internal_value=0 0.00273432 0.00322236 0.00235529 0.00299779 0.00184428 0.124318 0.000736104 internal_weight=0 13208 13187 13164 13134 13031 117 12914 internal_count=13339 13208 13187 13164 13134 13031 117 12914 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=26906.4 19197.7 55613.3 23317.6 19675 98337.8 17355.9 23097.2 10700.6 135.697 threshold=0 365.72000000000008 263.60184000000004 285.62500000000006 1 2022.5000000000002 105.004 2.8170000000000006 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=-0.13614823981188237 -0.15860355739410106 -0.29940307798839749 0.49449057236961702 -0.27614202165603635 0.0012962504865764862 0.45940172277244873 0.051698773977577051 0.39965580602486933 -0.14527955341339113 -0.15650896470938155 leaf_weight=64 52 21 23 30 12864 51 93 24 50 67 leaf_count=64 52 21 23 30 12864 51 93 24 50 67 internal_value=0 0.002708 0.00319116 0.00233277 0.00296885 0.134355 0.00182583 0.123075 0.000728743 -0.136167 internal_weight=0 13208 13187 13164 13134 103 13031 117 12914 131 internal_count=13339 13208 13187 13164 13134 103 13031 117 12914 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 3 7 11 7 15 split_gain=22817.2 53725.6 27594.6 18263.7 8133.83 12381.5 8429.42 threshold=365.72000000000008 272.07425000000006 344.25000000000006 285.62500000000006 184.96521500000003 198.34750000000003 33.729000000000013 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=0.0026785195968481975 -0.31346519677535351 0.50717890512375607 -0.36123195739019487 -0.24089093046803631 -0.14397635445783014 0.19599597671679506 -0.10028341021342203 leaf_weight=13092 23 21 21 31 38 33 80 leaf_count=13092 23 21 21 31 38 33 80 internal_value=0 0.0017752 0.000976892 0.00154992 0.00211744 0.00253785 0.00205318 internal_weight=0 13316 13295 13274 13243 13205 13172 internal_count=13339 13316 13295 13274 13243 13205 13172 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=17 num_cat=4 split_feature=25 2 25 24 10 1 25 26 15 15 5 3 3 15 5 26 split_gain=26330.9 19085.7 20034.2 61341.5 40108.9 27980 27792.6 17862.7 7285.7 19731 6959.51 7413.54 12075.1 752.684 182.523 134.48 threshold=0 285.62500000000006 1 2 41.645000000000003 105.004 3 2022.5000000000002 32.879500000000014 48.836373000000002 217.36500000000004 219.40000000000003 149.69580000000005 118.09000000000002 269.79925000000003 2022.5000000000002 decision_type=9 2 9 1 2 2 9 2 2 2 2 2 2 2 2 2 left_child=15 2 3 7 5 6 -5 -2 10 -10 11 12 -4 -11 -12 -1 right_child=1 -3 8 4 -6 -7 -8 -9 9 13 14 -13 -14 -15 -16 -17 leaf_value=-0.13463122982531786 0.1331127679347992 -0.23395261385861565 -0.00017576146281500152 -0.14499507097165976 0.45298768329620359 0.26291139888136011 0.015499580321243709 0.35836408615928805 0.36721479046344757 -0.037806554112445427 -0.1487053328468686 -0.14763099081376019 0.23982441249347869 0.036862284477662155 -0.1074887997453863 -0.15490043242475879 leaf_weight=64 68 34 12130 124 20 38 549 73 20 27 21 34 21 27 22 67 leaf_count=64 68 34 12130 124 20 38 549 73 20 27 21 34 21 27 22 67 internal_value=0 0.00266752 0.00328022 0.049317 0.0111813 -0.00108923 -0.0159957 0.233194 -2.30582e-05 0.0989027 -0.000621745 -0.000173585 0.00023902 -0.000472135 -0.127618 -0.134714 internal_weight=0 13208 13174 872 731 711 673 141 12302 74 12228 12185 12151 54 43 131 internal_count=13339 13208 13174 872 731 711 673 141 12302 74 12228 12185 12151 54 43 131 cat_boundaries=0 4 7 8 11 cat_threshold=0 16384 1077952512 32 17152 32832 2148139264 514 0 64 256 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=12 num_cat=2 split_feature=25 25 26 0 8 5 7 0 7 5 26 split_gain=25806.5 18309 50062.4 14038.7 18520.9 12947.3 10314 11983.1 6878.75 765.103 131.804 threshold=0 1 2022.5000000000002 376.61250000000007 274.22475000000003 228.56250000000003 162.18600000000004 176.53925000000004 239.51250000000002 280.57800000000003 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 left_child=10 2 -2 4 5 6 7 -3 -8 -7 -1 right_child=1 3 -4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=-0.13328491721302271 -0.085051162242889403 0.00092227031771257423 0.34584445340292796 0.2662614688873291 -0.28240313405575962 -0.11564400489513692 0.25422200423020586 0.13305800446565599 0.04313265082867522 -0.19164677160757559 -0.15335142666946597 leaf_weight=64 52 12871 56 20 23 26 26 69 38 27 67 leaf_count=64 52 12871 56 20 23 26 26 69 38 27 67 internal_value=0 0.00263987 0.126649 0.00152167 0.00111803 0.00161746 0.00225318 0.00162686 0.128888 -0.154362 -0.133367 internal_weight=0 13208 108 13100 13080 13057 13004 12940 64 53 131 internal_count=13339 13208 108 13100 13080 13057 13004 12940 64 53 131 cat_boundaries=0 4 7 cat_threshold=0 16384 1077952512 32 256 0 655616 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=13 num_cat=1 split_feature=25 5 26 13 2 6 13 17 3 4 3 5 split_gain=23766.4 17534.3 14302.4 13325.6 30039.7 26254.7 10129.2 8893.31 9650.45 16007.1 9407.91 4407.66 threshold=0 280.57800000000003 2022.5000000000002 55.232840000000003 16.594211000000005 274.22475000000003 214.15000000000003 95.142500000000013 115.96500000000002 279.07800000000003 189.44922000000003 365.72000000000008 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 5 6 7 -5 8 9 -2 -10 -3 right_child=1 11 -4 4 -6 -7 -8 -9 10 -11 -12 -13 leaf_value=0.036145624934502373 -0.0016246828894290178 0.31303418645262715 0.2653301755019597 0.12308160551663104 0.46357684874534605 -0.29784174978733063 -0.16944924092292787 -0.17085066103166149 0.23881586232492999 -0.27159225073727694 0.034982650734129407 0.10308980274200441 leaf_weight=53 12997 20 56 29 20 30 20 31 31 22 84 20 leaf_count=53 12997 20 56 29 20 30 20 31 31 22 84 20 internal_value=0 -0.00099192 0.14096 -0.00162311 0.136984 -0.00234792 0.00368126 -0.00167456 -0.00127525 -0.00208088 0.089929 0.208062 internal_weight=0 13304 109 13264 69 13195 49 13165 13134 13019 115 40 internal_count=13413 13304 109 13264 69 13195 49 13165 13134 13019 115 40 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=12 num_cat=1 split_feature=25 0 13 2 3 4 3 26 10 13 3 split_gain=23293.4 17193.6 15939.7 26943.1 15383.3 19136.5 16275.8 14017.8 11697.3 6192.38 110.852 threshold=0 338.28750000000008 55.232840000000003 16.594211000000005 344.25000000000006 285.62500000000006 216.24000000000004 2022.5000000000002 233.43000000000004 214.15000000000003 255.10500000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=7 2 4 9 5 6 8 -1 -2 -4 -8 right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 leaf_value=0.035784175620888765 -0.0016400970654984149 0.22036604636056084 0.12185079097747803 0.45894109153747559 -0.25019469718933107 -0.29009637397268545 0.16783223228454588 0.26267686179706029 -0.20999743012366473 -0.10063570304350419 0.19825216562851616 leaf_weight=53 13075 35 29 20 25 23 25 56 27 22 23 leaf_count=53 13075 35 29 20 25 23 25 56 27 22 23 internal_value=0 -0.000982001 -0.0015666 0.147866 -0.00237049 -0.00190016 -0.00139609 0.13955 -0.00206947 0.0258762 0.182408 internal_weight=0 13304 13269 71 13198 13173 13150 109 13102 51 48 internal_count=13413 13304 13269 71 13198 13173 13150 109 13102 51 48 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=13 num_cat=2 split_feature=25 13 2 7 0 15 15 25 13 6 15 26 split_gain=22943.5 16173.9 25827.6 11938.2 23441.4 8694.47 39288.7 9429.24 5778.07 5031.05 2755.8 421.105 threshold=0 55.232840000000003 16.594211000000005 255.10500000000002 338.28750000000008 33.729000000000013 27.420000000000005 1 214.15000000000003 5.3195730000000001 135.02000000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 left_child=11 3 8 4 5 6 7 -2 -3 10 -7 -1 right_child=1 2 -4 -5 -6 9 -8 -9 -10 -11 -12 -13 leaf_value=0.13308502188435306 -0.043865562023115805 0.12063227875479336 0.45435166740417482 -0.1946832327079028 0.26093613344080308 -0.10108764613437098 0.43087245770863131 -0.00028759897244577898 -0.097172649701436367 -0.22878180693025177 0.040996328204870223 0.17276324919934541 leaf_weight=54 507 29 20 32 34 43 21 12556 21 23 20 53 leaf_count=54 507 29 20 32 34 43 21 12556 21 23 20 53 internal_value=0 -0.000964723 0.150639 -0.00176723 -0.00129969 -0.00197669 -0.00131796 -0.00201274 0.0291542 -0.102196 -0.0559816 0.139684 internal_weight=0 13306 70 13236 13204 13170 13084 13063 50 86 63 107 internal_count=13413 13306 70 13236 13204 13170 13084 13063 50 86 63 107 cat_boundaries=0 3 6 cat_threshold=0 16384 1077936384 67108864 64 2164410368 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=16 num_cat=3 split_feature=25 5 26 13 4 15 15 25 24 0 13 5 15 15 15 split_gain=22503.5 17130.3 13701.9 12475.8 13483.4 9462.69 38562 13645.9 35498.8 12953.5 4406.18 4292.8 3410.1 560.196 489.467 threshold=0 280.57800000000003 2022.5000000000002 54.016000000000012 8.0650000000000013 33.729000000000013 27.420000000000005 1 2 176.53925000000004 192.44922000000003 365.72000000000008 46.655499999999996 201.75000000000003 81.795843000000005 decision_type=9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 3 -1 5 10 6 7 8 -2 -9 -5 -3 -7 14 -14 right_child=1 11 -4 4 -6 12 -8 9 -10 -11 -12 -13 13 -15 -16 leaf_value=0.034498123222926877 0.075613645904339277 0.30926107662916186 0.25882009352956498 -0.045338624406743931 0.3432524821871803 -0.22083835840225219 0.42656374602090746 -0.0013594187741829253 -0.12974594093917863 0.12473340700675803 0.14301343150760817 0.10207034921646119 -0.058959757491298344 -0.029246535585040138 -0.12419960161913997 leaf_weight=53 120 20 56 27 21 20 21 12639 244 82 23 20 23 21 23 leaf_count=53 120 20 56 27 21 20 21 12639 244 82 23 20 23 21 23 internal_value=0 -0.00096627 0.137162 -0.00159014 0.130612 -0.0023016 -0.00161158 -0.00229876 -0.0618334 -0.000546191 0.0413033 0.205666 -0.106248 -0.0720424 -0.0915797 internal_weight=0 13304 109 13264 71 13193 13106 13085 364 12721 50 40 87 67 46 internal_count=13413 13304 109 13264 71 13193 13106 13085 364 12721 50 40 87 67 46 cat_boundaries=0 3 6 7 cat_threshold=0 16384 6291712 67108864 64 16924672 1298 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=11 num_cat=0 split_feature=3 3 13 2 12 5 6 9 13 3 split_gain=15533.7 16548.6 9929.12 30234.9 15235 13266.8 29301.7 17512.1 11565.4 1210.89 threshold=376.61250000000007 216.24000000000004 54.016000000000012 16.594211000000005 207.80256000000003 280.57800000000003 274.22475000000003 197.74150000000003 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=0.00067617874266292187 -0.26524870612404561 0.13085052728652954 0.11569019279172343 0.44755923080444332 -0.2524050419529279 0.18635449275374413 -0.30299815112724898 -0.18872424713506991 -0.18410605040463535 0.22362344423929853 leaf_weight=13117 22 34 31 20 24 38 32 49 22 24 leaf_count=13117 22 34 31 20 24 38 32 49 22 24 internal_value=0 0.000690978 -4.22257e-05 0.116264 -0.000682522 -0.00022609 -0.000763297 -2.87142e-05 -0.00875353 0.169239 internal_weight=0 13391 13333 73 13260 13236 13198 13166 53 58 internal_count=13413 13391 13333 73 13260 13236 13198 13166 53 58 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=19 num_cat=7 split_feature=25 25 25 15 24 25 5 25 26 6 26 8 2 2 25 8 8 26 split_gain=29731.6 15149.2 12257.2 30404.6 18427.5 40564 28472.1 21777.9 17602.2 14665.8 8435.42 6916.61 3020.98 3051.55 2177.96 697.815 1087.76 681.256 threshold=0 1 2 32.879500000000014 3 4 176.53925000000004 5 2022.5000000000002 32.012640000000005 2022.5000000000002 45.007500000000007 125.83150000000002 71.845000000000013 6 178.65425000000002 64.682500000000019 2022.5000000000002 decision_type=9 9 9 2 1 9 2 9 2 2 2 2 2 2 9 2 2 2 left_child=10 17 3 4 5 9 7 -6 -7 -3 -1 12 13 14 -4 16 -13 -2 right_child=1 2 11 -5 6 8 -8 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=0.06838797208997939 -0.15412880552575944 0.0099321709911304491 -0.030423758427302043 0.35673779637000907 0.018494307244541468 0.21844127329523691 0.34086536169052123 -0.063250553343660448 0.070956117238398578 -0.24921860812798791 0.20688459692999372 0.1151501628557841 -0.10145167650714998 0.10776123034954072 -0.0020957839448888455 0.13858683989161538 0.03133408066816628 -0.10206091103730378 leaf_weight=90 47 432 269 27 1070 167 24 457 157 23 86 30 31 25 10242 21 32 54 leaf_count=90 47 432 269 27 1070 167 24 457 157 23 86 30 31 25 10242 21 32 54 internal_value=0 0.00141897 0.00240988 0.0229941 0.0192254 0.0585278 -0.000886219 -0.00626336 0.142574 -0.00309963 0.128747 -0.00216301 -0.00287926 -0.00258923 -0.0028517 0.0887653 0.0718902 -0.114913 internal_weight=0 13108 13007 2357 2330 779 1551 1527 324 455 176 10650 10567 10536 10511 83 62 101 internal_count=13284 13108 13007 2357 2330 779 1551 1527 324 455 176 10650 10567 10536 10511 83 62 101 cat_boundaries=0 3 6 10 11 14 18 21 cat_threshold=0 64 256 0 0 6422528 201327121 573592 3272427520 32800 3120 529 32776 50855936 134218257 32776 34080768 32768 8 2162688 1024 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=19 num_cat=7 split_feature=25 25 25 15 24 25 1 5 25 9 8 0 1 25 8 8 1 1 split_gain=29140.2 14847.6 12011.7 29799.9 18062.6 39756.8 31197.3 27906 21358.6 10898.1 6779.02 7276.41 3192.41 4219.05 683.928 1066.12 548.751 471.071 threshold=0 1 2 32.879500000000014 3 4 11.644 176.53925000000004 5 7.1027500000000003 45.007500000000007 172.87500000000003 113.47200000000001 6 178.65425000000002 64.682500000000019 8.3918550000000014 181.87500000000003 decision_type=9 9 9 2 1 9 2 2 9 2 2 2 2 9 2 2 2 2 left_child=16 -2 3 4 5 9 -7 8 -6 -3 11 12 13 -4 15 -12 -1 -14 right_child=1 2 10 -5 7 6 -8 -9 -10 -11 14 -13 17 -15 -16 -17 -18 -19 leaf_value=0.14120126839606992 -0.11376387278238932 -0.016597022210417346 -0.041425740150971849 0.35317040746962586 -0.06351838720249138 0.17067383376587381 -0.23706202483177186 0.33745669881502788 0.017940286193145524 0.17480071295052768 0.11399866012732188 -0.16680448266643066 0.052418834686279302 -0.0017274594402682489 0.13720096185093833 0.03102074034512043 0.086729893911452527 0.12105344206094742 leaf_weight=155 101 423 265 27 447 304 20 24 1080 32 30 27 20 10235 21 32 21 20 leaf_count=155 101 423 265 27 447 304 20 24 1080 32 30 27 20 10235 21 32 21 20 internal_value=0 0.00140419 0.00238518 0.0227623 0.0190312 0.0579426 0.141149 -0.000880224 -0.00620366 -0.00306864 -0.00214168 -0.00285078 -0.00243078 -0.00277047 0.0878776 0.0711713 0.12746 0.0867361 internal_weight=0 13108 13007 2357 2330 779 324 1551 1527 455 10650 10567 10540 10500 83 62 176 40 internal_count=13284 13108 13007 2357 2330 779 324 1551 1527 455 10650 10567 10540 10500 83 62 176 40 cat_boundaries=0 3 6 10 11 14 18 22 cat_threshold=0 64 256 0 0 6422528 201327121 573592 3272427520 32800 3120 529 32776 50855936 67108864 540688 3238346752 32 264 2162688 0 512 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=9 num_cat=1 split_feature=4 3 25 10 6 8 0 6 split_gain=28923.5 37641.4 31331.6 16048.7 21725.8 16473.8 15173.5 3525.65 threshold=344.25000000000006 333.3454000000001 0 227.60400000000001 223.36075000000002 269.79925000000003 355.00000000000006 316.3010000000001 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -6 right_child=-2 -3 3 -5 7 -7 -8 -9 leaf_value=0.12182808560187415 0.31328935893376669 -0.36382840633392333 0.00085962711858553155 -0.23793826852525984 0.1379504220524142 0.26829976040384046 -0.27479438495635988 0.30576532068706697 leaf_weight=209 30 28 12894 28 31 23 20 21 leaf_count=209 30 28 12894 28 31 23 20 21 internal_value=0 0.00243605 0.00321145 0.00121243 0.00172889 0.000908946 0.00043272 0.205722 internal_weight=0 13254 13226 13017 12989 12937 12914 52 internal_count=13284 13254 13226 13017 12989 12937 12914 52 cat_boundaries=0 4 cat_threshold=0 16384 50331904 32800 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=20 num_cat=8 split_feature=25 25 25 15 24 25 5 25 25 6 26 8 0 1 25 26 26 8 8 split_gain=28489.9 14557 11669.7 29178 17730.9 31492.1 30088.9 22774.1 14507.4 10728 8256.99 6616.32 7104.73 3128.93 4138.11 2821.25 667.587 647.701 1040.3 threshold=0 1 2 32.879500000000014 3 4 176.53925000000004 5 6 27.915000000000003 2022.5000000000002 45.007500000000007 172.87500000000003 113.47200000000001 7 2022.5000000000002 2022.5000000000002 178.65425000000002 64.682500000000019 decision_type=9 9 9 2 1 9 2 9 9 2 2 2 2 2 9 2 2 2 2 left_child=10 16 3 4 5 9 7 -6 -7 -3 -1 12 13 14 -4 -15 -2 18 -13 right_child=1 2 11 -5 6 8 -8 -9 -10 -11 -12 17 -14 15 -16 -17 -18 -19 -20 leaf_value=0.066205654833051894 -0.15138870533476487 0.001774610573703834 -0.041034721114418728 0.3493582989165076 -0.081366882990413933 0.057594542831751951 0.35387341665185018 0.013036636748631012 0.17343322022525584 -0.23493095365725458 0.20322969514270164 0.11285007747014364 -0.16483875178628499 0.16984312777221203 -0.0017190514870162729 0.0018772255033254624 -0.099845816824171277 0.13480153901236397 0.030882966443896296 leaf_weight=90 47 449 265 27 332 304 23 1005 197 20 86 30 27 20 10235 20 54 21 32 leaf_count=90 47 449 265 27 332 304 23 1005 197 20 86 30 27 20 10235 20 54 21 32 internal_value=0 0.00136036 0.00233173 0.0224166 0.0187242 0.0511057 -0.00471255 -0.0109164 0.105647 -0.00814576 0.126001 -0.0021302 -0.00283074 -0.00241573 -0.00275202 0.0858602 -0.112675 0.0868023 0.0705445 internal_weight=0 13108 13007 2357 2330 970 1360 1337 501 469 176 10650 10567 10540 10500 40 101 83 62 internal_count=13284 13108 13007 2357 2330 970 1360 1337 501 469 176 10650 10567 10540 10500 40 101 83 62 cat_boundaries=0 3 6 10 11 14 18 21 25 cat_threshold=0 64 256 0 0 6422528 201327121 573592 3272427520 32800 3124 528 8 50855936 67108864 16400 3238330368 32 134217729 557056 262144 264 2162688 0 512 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=10 num_cat=1 split_feature=4 3 25 10 6 8 0 26 6 split_gain=28249.1 36937.5 30738.8 15777.2 21189.8 16029 14846.6 4727.41 3404.6 threshold=344.25000000000006 333.3454000000001 0 227.60400000000001 223.36075000000002 269.79925000000003 355.00000000000006 2022.5000000000002 316.3010000000001 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=0.17606693247556687 0.30959178272883098 -0.3604399544852121 0.00082660022788442447 -0.23594764973436083 0.13654691857676354 0.26463030939516813 -0.2718416786193848 0.080859340943327751 0.30145594301677886 leaf_weight=100 30 28 12894 28 31 23 20 109 21 leaf_count=100 30 28 12894 28 31 23 20 109 21 internal_value=0 0.00238365 0.00315176 0.00117178 0.00168384 0.00087407 0.000404317 0.120641 0.203145 internal_weight=0 13254 13226 13017 12989 12937 12914 209 52 internal_count=13284 13254 13226 13017 12989 12937 12914 209 52 cat_boundaries=0 4 cat_threshold=0 16384 50331904 32800 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=10 num_cat=1 split_feature=3 3 25 26 10 2 11 3 11 split_gain=27612.6 30921.4 27082.5 33457.8 12426.3 13887.6 7013.95 9500.13 645.526 threshold=365.72000000000008 272.07425000000006 0 2022.5000000000002 279.07800000000003 255.10500000000002 92.090000000000018 216.24000000000004 211.12500000000003 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -8 right_child=-2 -3 4 -5 -6 -7 8 -9 -10 leaf_value=-0.012111657450838786 -0.34526995617410416 0.36786347658737845 -0.0008350656233737894 0.27184770941734315 -0.2330115160734757 0.18338587086375166 -0.07664391017135451 0.18356305394853867 -0.14086662795523119 leaf_weight=82 23 23 12902 84 23 41 34 28 29 leaf_count=82 23 23 12902 84 23 41 34 28 29 internal_value=0 0.00152025 0.000883032 0.124103 -0.000777969 -0.000368763 -0.000948609 -0.00043575 -0.106207 internal_weight=0 13246 13223 166 13057 13034 12993 12930 63 internal_count=13269 13246 13223 166 13057 13034 12993 12930 63 cat_boundaries=0 3 cat_threshold=0 0 18874624 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=27063.2 30306.1 26543.6 14676.7 26587.2 13649.9 14057 threshold=365.72000000000008 272.07425000000006 0 365.72000000000008 279.07800000000003 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=0.12286153407259422 -0.3418172488005265 0.36418484832929532 -0.00059811070429211747 0.26338150115240189 -0.3567265728541783 0.18155200632607066 -0.18170415104821672 leaf_weight=166 23 23 12931 21 21 41 43 leaf_count=166 23 23 12931 21 21 41 43 internal_value=0 0.00150504 0.000874202 -0.000770189 -0.00119631 -0.000622652 -0.00119835 internal_weight=0 13246 13223 13057 13036 13015 12974 internal_count=13269 13246 13223 13057 13036 13015 12974 cat_boundaries=0 3 cat_threshold=0 0 18874624 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=9 num_cat=1 split_feature=3 3 25 26 0 10 4 2 split_gain=26524.7 29702.8 26045.1 32792 14384.6 26058.1 13660.5 15827.5 threshold=365.72000000000008 272.07425000000006 0 2022.5000000000002 365.72000000000008 279.07800000000003 333.3454000000001 255.10500000000002 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=-0.01321915295065903 -0.3383990812301636 0.36054299167964771 -0.00082774462305593101 0.26790061700911749 0.26074768157232375 -0.35315931501842684 -0.26176338362693785 0.19839801692962644 leaf_weight=82 23 23 12955 84 21 21 20 40 leaf_count=82 23 23 12955 84 21 21 20 40 internal_value=0 0.00149092 0.000866389 0.121703 -0.000762487 -0.00118435 -0.000616426 -0.000214506 internal_weight=0 13246 13223 166 13057 13036 13015 12995 internal_count=13269 13246 13223 166 13057 13036 13015 12995 cat_boundaries=0 3 cat_threshold=0 0 18874624 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=11 num_cat=1 split_feature=25 4 10 26 14 2 0 0 2 14 split_gain=21352.3 40617.9 33870.9 30371.6 8914.41 7787.07 9339.56 9508.49 3022.32 184.918 threshold=0 344.25000000000006 279.07800000000003 2022.5000000000002 95.142500000000013 255.10500000000002 338.28750000000008 220.33000000000001 355.00000000000006 246.67500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 -7 -6 right_child=1 -3 -4 -5 9 8 -8 -9 -10 -11 leaf_value=-0.019762405753135683 -0.00054941293938159052 0.40209856166839603 -0.39340984864668416 0.24758115036543024 -0.16616272517225958 0.22336350536346439 0.21003325780232746 -0.15496734109800309 0.05691645642121633 -0.12414931201934815 leaf_weight=84 12905 25 22 86 22 20 21 40 24 20 leaf_count=84 12905 25 22 86 22 20 21 40 24 20 internal_value=0 -0.000593945 -0.00136442 0.109066 -0.000703606 -0.000234043 -0.000684727 -0.00102656 0.132574 -0.146156 internal_weight=0 13099 13074 170 13052 13010 12966 12945 44 42 internal_count=13269 13099 13074 170 13052 13010 12966 12945 44 42 cat_boundaries=0 3 cat_threshold=0 0 18874624 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=8 num_cat=1 split_feature=3 3 25 0 10 4 2 split_gain=26072.9 29068.9 25067.1 13881 25022.5 13766.5 15297.1 threshold=365.72000000000008 272.07425000000006 0 365.72000000000008 279.07800000000003 333.3454000000001 255.10500000000002 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=0.11939614275639708 -0.33551441399947457 0.35666793284208881 -0.00080518678026270248 0.25614431926182341 -0.34607242584228515 -0.26276408171653748 0.19505425482988359 leaf_weight=166 23 23 12955 21 21 20 40 leaf_count=166 23 23 12955 21 21 20 40 internal_value=0 0.00146794 0.000850104 -0.000747899 -0.00116231 -0.000605786 -0.00020231 internal_weight=0 13246 13223 13057 13036 13015 12995 internal_count=13269 13246 13223 13057 13036 13015 12995 cat_boundaries=0 3 cat_threshold=0 0 18874624 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=17 num_cat=4 split_feature=8 4 25 24 26 24 3 2 1 24 2 26 3 26 1 26 split_gain=23478.3 20332.2 18737.9 230613 22451.9 14768.8 12606.2 17317.6 10398.9 7886.78 6897.6 5221.27 2323.68 1249.75 18.4534 12.8788 threshold=312.55000000000013 333.3454000000001 0 1 2022.5000000000002 2 117.39000000000001 255.10500000000002 233.80500000000004 3 4.1660000000000013 2022.5000000000002 238.08750000000003 2022.5000000000002 316.3010000000001 2022.5000000000002 decision_type=2 2 9 1 2 1 2 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 -1 15 7 8 9 -4 11 -8 -13 -7 -10 -5 right_child=-2 -3 6 5 -6 13 10 -9 14 -11 -12 12 -14 -15 -16 -17 leaf_value=0.3438412265594189 0.33670521872384207 -0.27729602043445295 0.011586175638657641 -0.023095379377666272 0.64062490243911741 -0.17920948505401613 0.040991168107305256 0.21765699650790241 0.14954549196220579 -0.0050796202547365287 -0.2768416678905487 -0.076277227853283738 -0.21287841296195986 -0.24998313546180725 0.16265091260821052 -0.030048947906494143 leaf_weight=52 21 26 4250 57 50 45 28 37 21 8506 20 33 20 56 22 50 leaf_count=52 21 26 4250 57 50 45 28 37 21 8506 20 33 20 56 22 50 internal_value=0 0.00207385 0.00262218 0.0782144 0.445634 -0.114139 0.000749776 0.00162599 0.00100147 0.000478133 -0.110533 -0.0694687 -0.127825 -0.19877 0.156251 -0.024093 internal_weight=0 13273 13247 310 102 208 12937 12836 12799 12756 101 81 53 101 43 107 internal_count=13294 13273 13247 310 102 208 12937 12836 12799 12756 101 81 53 101 43 107 cat_boundaries=0 3 4 5 6 cat_threshold=0 16400 18874624 549 1112 3138 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=12 num_cat=4 split_feature=8 10 4 25 24 1 24 3 24 3 1 split_gain=23011 30057.9 39780.1 24930.7 187360 18999.4 15531.8 8188.46 7831.48 2924.77 2800.6 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 1 233.80500000000004 2 109.45500000000001 3 181.87500000000003 316.3010000000001 decision_type=2 2 2 9 1 2 1 2 1 2 2 left_child=1 2 3 4 -1 7 -6 8 -5 -9 -7 right_child=-2 -3 -4 5 6 10 -8 9 -10 -11 -12 leaf_value=0.41254590303469924 0.33333816891624812 -0.37597621917724611 -0.4041034018993378 0.010445764400359879 0.0075294501617037017 0.12630382028253129 -0.16131528633685149 -0.1615493085814847 -0.0054431696805622813 -0.049192647200364335 0.2807241858477178 leaf_weight=107 21 21 24 5295 106 24 111 36 7461 65 23 leaf_count=107 21 21 24 5295 106 24 111 36 7461 65 23 internal_value=0 0.00205317 0.00265222 0.00339021 0.088689 0.00117884 -0.0821398 0.000446104 0.00115623 -0.0892406 0.201871 internal_weight=0 13273 13252 13228 324 12904 217 12857 12756 101 47 internal_count=13294 13273 13252 13228 324 12904 217 12857 12756 101 47 cat_boundaries=0 4 5 6 7 cat_threshold=0 16400 18874624 32768 549 1176 3154 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=14 num_cat=4 split_feature=8 10 4 25 24 2 26 24 1 25 26 1 26 split_gain=22552.8 29460 38988.8 24478.3 183947 19693.2 17834.2 15248.2 11845.9 8179.01 5070.63 218.14 111.843 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 1 255.10500000000002 2022.5000000000002 2 233.80500000000004 3 2022.5000000000002 316.3010000000001 2022.5000000000002 decision_type=2 2 2 9 1 2 2 1 2 9 2 2 2 left_child=1 2 3 4 6 8 -1 10 9 -5 -6 -10 -9 right_child=-2 -3 -4 5 7 -7 -8 12 11 -11 -12 -13 -14 leaf_value=0.31907447603013778 0.33000478472028461 -0.37221645991007485 -0.40006237268447875 -0.084384993753935156 0.073518028003828867 0.22848163535720425 0.57729102584550962 -0.16373431880519074 0.14519385424321113 0.00069627542395277273 -0.065031487083435063 0.19035065717995167 -0.18383052850591725 leaf_weight=54 21 21 24 104 56 38 53 53 23 12719 50 20 58 leaf_count=54 21 21 24 104 56 38 53 53 23 12719 50 20 58 internal_value=0 0.00203462 0.00262768 0.0033583 0.0878796 0.00116709 0.408773 -0.0813861 0.000496617 -5.90345e-05 0.00746065 0.166197 -0.159835 internal_weight=0 13273 13252 13228 324 12904 107 217 12866 12823 106 43 111 internal_count=13294 13273 13252 13228 324 12904 107 217 12866 12823 106 43 111 cat_boundaries=0 4 5 6 10 cat_threshold=0 16400 18874624 32768 549 1176 256 0 1073872896 32 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=13 num_cat=2 split_feature=8 4 25 15 15 6 25 26 15 15 6 15 split_gain=22104.1 18786.1 17641.5 9991.1 37195.3 12079 9725.43 8639.13 5241.51 1774.99 53.5398 53.183 threshold=312.55000000000013 333.3454000000001 0 33.729000000000013 27.749250000000004 223.36075000000002 1 2022.5000000000002 51.473000000000006 201.75000000000003 280.57800000000003 90.340000000000018 decision_type=2 2 9 2 2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 -5 11 -7 -10 right_child=-2 -3 3 8 -6 10 -8 -9 9 -11 -12 -13 leaf_value=0.034307687307141496 0.3267047536940802 -0.26652446636786825 -0.058998178015671567 -0.22727067321538927 0.43274955368041995 0.18176800952071237 0.0018767586222372169 0.16883237980781718 -0.030582162954590542 -0.13187817512523561 0.15918698282468888 -0.0083337230057943436 leaf_weight=97 21 26 258 25 20 21 12647 94 22 21 21 21 leaf_count=97 21 26 258 25 20 21 12647 94 22 21 21 21 internal_value=0 0.00201364 0.00254071 0.00110659 0.00183216 0.0011665 0.000615469 0.0955129 -0.104483 -0.0565196 0.170477 -0.0197166 internal_weight=0 13273 13247 13056 12967 12947 12905 191 89 64 42 43 internal_count=13294 13273 13247 13056 12967 12947 12905 191 89 64 42 43 cat_boundaries=0 3 7 cat_threshold=0 16400 2097408 67108864 0 50462720 32 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=12 num_cat=6 split_feature=8 10 4 25 24 1 24 24 25 25 1 split_gain=21664.3 28873.4 37699.7 23778.6 180297 18289.9 14960.4 7038.51 65280.8 37205.9 2735.35 threshold=312.55000000000013 282.93750000000006 333.3454000000001 0 1 233.80500000000004 2 3 4 5 316.3010000000001 decision_type=2 2 2 9 1 2 1 1 9 9 2 left_child=1 2 3 4 -1 7 -6 8 -5 -9 -7 right_child=-2 -3 -4 5 6 10 -8 9 -10 -11 -12 leaf_value=0.40429602125771025 0.32343769618443086 -0.36851288114275249 -0.39339650352795924 0.17446620941162111 0.0070908511918166585 0.12336623664324484 -0.1586752311848412 -0.066583089793358391 0.00062940914657155247 0.0022910653128630537 0.27597737953876672 leaf_weight=107 21 21 24 223 106 24 111 851 2977 8806 23 leaf_count=107 21 21 24 223 106 24 111 851 2977 8806 23 internal_value=0 0.00199308 0.00258021 0.00329864 0.0866032 0.00113899 -0.0809567 0.000420056 0.0132494 -0.0038409 0.198048 internal_weight=0 13273 13252 13228 324 12904 217 12857 3200 9657 47 internal_count=13294 13273 13252 13228 324 12904 217 12857 3200 9657 47 cat_boundaries=0 4 5 6 7 10 14 cat_threshold=0 16400 18874624 32768 549 1176 2114 67109376 2162752 2147483648 67126024 2162752 3225419776 32 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=23924.6 29958.3 24438 27464.4 13111.7 11953.2 21032.6 13629 9522.46 1943.15 252.231 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=0.14240687449773154 0.32238821278447688 -0.31606299845377606 0.069660705105378862 -0.30319003200531008 0.016727184876799583 -0.0025770428277054401 -0.0042156985642347244 -0.24112835822006065 -0.14173388503846668 -0.26898518198302812 0.17351947071259483 leaf_weight=48 23 30 646 30 28 11444 939 24 21 28 57 leaf_count=48 23 30 646 30 28 11444 939 24 21 28 57 internal_value=0 -0.000411668 0.000302207 -0.000965632 -0.000275832 0.000491685 0.0261421 -0.0030736 -0.130385 -0.214449 0.145445 internal_weight=0 13295 13265 13160 13130 13053 1585 11468 77 49 105 internal_count=13318 13295 13265 13160 13130 13053 1585 11468 77 49 105 cat_boundaries=0 3 7 8 cat_threshold=256 16384 524544 201327104 2621456 21306368 33312 2168 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=11 num_cat=2 split_feature=10 3 25 4 0 25 15 13 0 0 split_gain=23448.4 29362.3 23951.5 26917.9 12850.9 11718.6 28634.7 12638.9 3060.25 465.658 threshold=279.07800000000003 333.3454000000001 0 285.62500000000006 220.33000000000001 1 32.879500000000014 92.932500000000019 338.28750000000008 250.05000000000004 decision_type=2 2 9 2 2 9 2 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=0.14399023525611215 0.3191643358313519 -0.3129023723602295 0.020777835339608482 -0.3001581424077352 -0.14097924926064231 -0.0035459494555230321 0.36883762071530024 0.21718394334499652 -0.043291060129801433 -0.2024584623665682 leaf_weight=105 23 30 1561 30 22 11442 24 26 27 28 leaf_count=105 23 30 1561 30 22 11442 24 26 27 28 internal_value=0 -0.000407059 0.000299678 -0.000955478 -0.000272575 0.00048727 0.0258848 -0.00304286 -0.129081 -0.175408 internal_weight=0 13295 13265 13160 13130 13053 1585 11468 77 50 internal_count=13318 13295 13265 13160 13130 13053 1585 11468 77 50 cat_boundaries=0 3 7 cat_threshold=256 16384 524544 201327104 2621456 21306368 33312 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=12 num_cat=3 split_feature=10 3 25 0 26 5 25 24 8 0 26 split_gain=22981.6 28778.1 23515.8 10555.2 11540.2 10022.6 10858.3 22431.8 16558.1 1914.34 247.212 threshold=279.07800000000003 333.3454000000001 0 220.33000000000001 2022.5000000000002 335.87040000000007 1 2 218.62500000000003 259.57500000000005 2022.5000000000002 decision_type=2 2 9 2 2 2 9 1 2 2 2 left_child=1 2 10 5 -5 6 7 -4 -8 -6 -1 right_child=-2 -3 3 4 9 -7 8 -9 -10 -11 -12 leaf_value=0.13954290628433227 0.31597268477730128 -0.30977334547042851 -0.029189926759457925 0.035538289787307865 -0.13881892510822841 -0.20881296116372813 -0.0025473932233970415 0.053617029940437919 -0.25518959953234743 -0.26512342157108443 0.17034435124773731 leaf_weight=48 23 30 487 31 21 23 11580 964 26 28 57 leaf_count=48 23 30 487 31 21 23 11580 964 26 28 57 internal_value=0 -0.000401905 0.000297767 -0.000945924 -0.115462 -0.000246242 0.00012115 0.0258149 -0.00311069 -0.210993 0.142676 internal_weight=0 13295 13265 13160 80 13080 13057 1451 11606 49 105 internal_count=13318 13295 13265 13160 80 13080 13057 1451 11606 49 105 cat_boundaries=0 3 7 8 cat_threshold=256 16384 524544 201327104 2621456 334848 33312 897 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=9 num_cat=2 split_feature=3 25 9 4 0 25 15 8 split_gain=17754.6 20601.3 25287.2 26357.4 19879.9 9814.4 26104 16178 threshold=365.72000000000008 0 285.62500000000006 285.62500000000006 355.00000000000006 1 32.879500000000014 218.62500000000003 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=0.13274369184278015 -0.27159995794296266 0.017160057623086044 0.33075043968532397 -0.29718802165985109 -0.30079436215487393 -0.002911035493225445 0.34252697639465335 -0.28072728572856809 leaf_weight=107 24 1803 23 30 22 11263 25 21 leaf_count=107 24 1803 23 30 22 11263 25 21 internal_value=0 0.000633793 -0.000538408 -0.00111764 -0.000441372 6.25757e-05 0.0214923 -0.00342503 internal_weight=0 13294 13187 13164 13134 13112 1828 11284 internal_count=13318 13294 13187 13164 13134 13112 1828 11284 cat_boundaries=0 3 7 cat_threshold=256 16384 524544 201327104 2687000 2164595712 33312 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=10 num_cat=2 split_feature=3 25 9 4 5 25 8 8 0 split_gain=17401.4 17981.5 27298.2 23553.8 29994.2 9346 27175.9 25042.4 8114.69 threshold=365.72000000000008 0 285.62500000000006 285.62500000000006 335.87040000000007 1 206.70431000000005 231.40000000000003 1.2399500000000001 decision_type=2 9 2 2 2 9 2 2 2 left_child=1 8 3 4 5 7 -7 -3 -1 right_child=-2 2 -4 -5 -6 6 -8 -9 -10 leaf_value=0.12399166960314097 -0.26888395388921099 0.015850173395456288 0.35116041226820516 -0.29111453907830376 -0.35396196603775026 -0.0031633454975740776 -0.37211973515897989 0.37139894056320188 -0.084646161624363489 leaf_weight=166 24 2082 22 28 24 10911 20 20 21 leaf_count=166 24 2082 22 28 24 10911 20 20 21 internal_value=0 0.000628454 -0.000796705 -0.00138906 -0.000767765 -0.000117365 -0.0038349 0.0191421 0.0954571 internal_weight=0 13294 13107 13085 13057 13033 10931 2102 187 internal_count=13318 13294 13107 13085 13057 13033 10931 2102 187 cat_boundaries=0 3 7 cat_threshold=256 16384 16777472 201327104 136904728 2152537088 33312 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=13 num_cat=5 split_feature=25 4 25 10 25 8 24 26 24 26 26 26 split_gain=74812.8 38769.3 23562.1 20163.8 13971.4 23468.1 23125.2 14277.2 7692.95 6569.16 6219.97 1.05565 threshold=0 344.25000000000006 1 269.79925000000003 2 269.79925000000003 3 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 2 1 2 1 2 2 2 left_child=10 2 9 4 6 8 11 -8 -6 -2 -1 -4 right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.17624458050727845 0.063803104603127256 0.44093528032302859 0.057814010862718555 -0.31075821104503815 0.0082390884968194505 0.34327227401733396 -0.044498575093845527 -0.21247281794793138 -0.0073164706805141887 0.19795858435434838 -0.31305177408106188 0.05985040618025738 leaf_weight=65 73 20 57 21 6341 20 96 107 6356 73 68 46 leaf_count=65 73 20 57 21 6341 20 96 107 6356 73 68 46 internal_value=0 0.000987798 0.000321455 -0.00113901 -0.000640612 0.000991219 -0.0663226 -0.126791 0.000452847 0.122491 -0.228975 0.0535267 internal_weight=0 13210 13190 13044 13023 12717 306 203 12697 146 133 103 internal_count=13343 13210 13190 13044 13023 12717 306 203 12697 146 133 103 cat_boundaries=0 3 7 10 11 12 cat_threshold=0 16384 36175872 0 0 16777472 32768 256 524352 4194304 2328 3158 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=12 num_cat=3 split_feature=25 25 8 2 0 25 3 0 13 2 2 split_gain=73324 24733.8 20942.9 13924.2 14196.3 16685.7 29034.1 10964.8 9543.28 7054.21 2519.18 threshold=0 1 312.55000000000013 149.26580000000004 338.28750000000008 2 207.80256000000003 11.555000000000001 86.239500000000007 285.62500000000006 216.24000000000004 decision_type=9 9 2 2 2 9 2 2 2 2 2 left_child=-1 -2 3 4 5 6 -3 9 -7 10 -5 right_child=1 2 -4 7 -6 8 -8 -9 -10 -11 -12 leaf_value=-0.22668520417246785 0.14699396686191146 -0.071124587501004588 0.32304546928405764 0.33650952452705019 0.23639683990478516 0.00080401766378630963 0.29960591467944059 -0.057950591397285464 -0.14843008202175761 0.034592021987551735 0.18925043619596044 leaf_weight=133 105 531 20 21 25 12371 22 25 43 21 26 leaf_count=133 105 531 20 21 25 12371 22 25 43 21 26 internal_value=0 0.000977927 -0.000303173 -0.000797632 -0.0016704 -0.00212939 -0.0553745 0.121128 0.000286865 0.186965 0.255047 internal_weight=0 13210 13105 13085 12992 12967 553 93 12414 68 47 internal_count=13343 13210 13105 13085 12992 12967 553 93 12414 68 47 cat_boundaries=0 3 7 10 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 524368 3225419776 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=14 num_cat=3 split_feature=25 25 26 8 2 0 25 7 0 13 2 26 2 split_gain=71966.7 24284.2 28365.1 20526.1 13647.1 13913.8 16353.7 12566.6 10746.6 9353.37 6913.83 6096.2 2469.05 threshold=0 1 2022.5000000000002 312.55000000000013 149.26580000000004 338.28750000000008 2 174.00000000000003 11.555000000000001 86.239500000000007 285.62500000000006 2022.5000000000002 216.24000000000004 decision_type=9 9 2 2 2 2 9 2 2 2 2 2 2 left_child=11 2 -2 4 5 6 7 -3 10 -8 12 -1 -6 right_child=1 3 -4 -5 8 -7 9 -9 -10 -11 -12 -13 -14 leaf_value=-0.17221528493441068 0.0028119277087124911 -0.065046228178362683 0.33190614887475967 0.31981500053405759 0.33314442146392098 0.23403286857604982 0.00079597750414773724 0.19027859106659889 -0.057371088123321534 -0.14694578109785567 0.034246095135098409 -0.30765440250144283 0.18735792086674619 leaf_weight=65 55 533 50 20 21 25 12371 20 25 43 21 68 26 leaf_count=65 55 533 50 20 21 25 12371 20 25 43 21 68 26 internal_value=0 0.00096926 0.145652 -0.000300141 -0.000789656 -0.0016537 -0.0021081 -0.0548207 0.119916 0.000283996 0.185096 -0.224577 0.252497 internal_weight=0 13210 105 13105 13085 12992 12967 553 93 12414 68 133 47 internal_count=13343 13210 105 13105 13085 12992 12967 553 93 12414 68 133 47 cat_boundaries=0 3 7 10 cat_threshold=0 16384 36175872 67108864 0 256 32768 256 524368 3225419776 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=14 num_cat=4 split_feature=25 4 25 10 25 2 24 1 2 15 26 26 26 split_gain=70534.6 37814 22818.8 19850.8 13475.8 14507.9 12230.6 17683.9 11901.9 10143 6414.67 5974.88 1079.97 threshold=0 344.25000000000006 1 269.79925000000003 2 149.26580000000004 3 113.47200000000001 207.80256000000003 32.879500000000014 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 2 1 2 2 2 2 2 2 left_child=11 2 10 4 6 9 12 -8 -7 -6 -2 -1 -4 right_child=1 -3 3 -5 5 8 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.17049313156421367 0.062499767002994075 0.43545270228385924 0.072484274598268367 -0.30834211519786292 0.0011551949155061178 0.34401731309436612 -0.068182325209779154 -0.36813091437021889 0.059472728310799118 -0.1178783704340458 0.19506842541368041 -0.30457786402281595 0.0091962165491921571 leaf_weight=65 73 20 52 21 12445 21 307 21 49 72 73 68 56 leaf_count=65 73 20 52 21 12445 21 307 21 49 72 73 68 56 internal_value=0 0.000959567 0.000301473 -0.00113575 -0.00064124 0.00127234 -0.0546604 -0.084801 0.144836 0.000470493 0.120529 -0.222331 0.0363065 internal_weight=0 13210 13190 13044 13023 12587 436 328 70 12517 146 133 108 internal_count=13343 13210 13190 13044 13023 12587 436 328 70 12517 146 133 108 cat_boundaries=0 3 7 11 12 cat_threshold=0 16384 36175872 0 0 16777472 32768 256 589888 4341760 512 3088 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=13 num_cat=4 split_feature=25 4 25 10 25 8 2 24 7 26 26 26 split_gain=69131 37061.5 22364.7 19455.7 13207.6 22393.5 17196.1 11987.3 18479.3 6287.02 5855.98 1058.48 threshold=0 344.25000000000006 1 269.79925000000003 2 269.79925000000003 149.26580000000004 3 32.812000000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 9 2 2 1 2 2 2 2 left_child=10 2 9 4 7 6 -6 11 -9 -2 -1 -4 right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.1687881997181819 0.061874769387179861 0.43109817123413086 0.071759431041204011 -0.30525869346800305 -0.00012789682922828942 0.33560995960235596 0.16050625559109361 -0.067385565719821239 -0.38106704950332643 0.19311774142800947 -0.30153207929695358 0.0091042498179844441 leaf_weight=65 73 20 52 21 12500 20 67 308 20 73 68 56 leaf_count=65 73 20 52 21 12500 20 67 308 20 73 68 56 internal_value=0 0.000949972 0.000298458 -0.00112439 -0.000634828 0.00125962 0.000728512 -0.0541138 -0.0839529 0.119323 -0.220108 0.0359435 internal_weight=0 13210 13190 13044 13023 12587 12567 436 328 146 133 108 internal_count=13343 13210 13190 13044 13023 12587 12567 436 328 146 133 108 cat_boundaries=0 3 7 11 12 cat_threshold=0 16384 36175872 0 0 16777472 32768 256 589888 4341760 512 3088 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=11 num_cat=3 split_feature=10 25 2 7 0 25 24 0 7 26 split_gain=58482.3 24301.2 20255.9 12352.4 15074.5 15664.9 24298.2 7025.81 4262.77 1197.73 threshold=279.07800000000003 0 355.00000000000006 211.12500000000003 338.28750000000008 1 2 148.98750000000004 285.62500000000006 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 2 2 left_child=1 9 3 4 5 6 -3 -7 -5 -1 right_child=-2 2 -4 8 -6 7 -8 -9 -10 -11 leaf_value=0.11799862957000733 0.51522451357408006 0.033020012165462617 -0.28647313995361329 0.2521154921936492 0.23389274597167969 0.00041031822714973875 -0.093453744657531965 -0.11390392612665892 0.065534090137481696 0.18313502213050581 leaf_weight=55 22 229 25 24 27 12330 431 54 25 58 leaf_count=55 22 229 25 24 27 12330 431 54 25 58 internal_value=0 -0.000788863 -0.00209582 -0.00155554 -0.00214963 -0.00263822 -0.0497333 -8.80739e-05 0.156921 0.13912 internal_weight=0 13258 13145 13120 13071 13044 660 12384 49 113 internal_count=13280 13258 13145 13120 13071 13044 660 12384 49 113 cat_boundaries=0 3 6 7 cat_threshold=0 16384 37748992 67108864 32848 2166554624 1035 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=11 num_cat=2 split_feature=10 25 2 0 0 20 25 0 26 0 split_gain=57318.6 23817.7 19852.8 10715.9 16665.8 9353.95 9928.75 1178.41 1173.9 1147.61 threshold=279.07800000000003 0 355.00000000000006 338.28750000000008 157.57350000000002 41.990000000000009 1 200.13000000000002 2022.5000000000002 228.56250000000003 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 8 3 4 5 6 -3 -6 -1 -9 right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11 leaf_value=0.1168186301318082 0.5100722629373724 -0.048749546744795737 -0.28360840396881104 0.19047451216599037 -0.083665485041482107 0.1752822377681732 0.00011852410603978334 -0.23004350753057573 0.18130363530126112 -0.13702424756147796 leaf_weight=55 22 420 25 29 21 30 12563 21 58 36 leaf_count=55 22 420 25 29 21 30 12563 21 58 36 internal_value=0 -0.000781431 -0.00207532 -0.00154044 -0.00196581 -0.00109226 -0.00149982 -0.147702 0.137729 -0.171295 internal_weight=0 13258 13145 13120 13091 13013 12983 78 113 57 internal_count=13280 13258 13145 13120 13091 13013 12983 78 113 57 cat_boundaries=0 3 6 cat_threshold=0 16384 37748992 71303168 32784 19070976 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=11 num_cat=3 split_feature=10 25 2 7 0 25 24 0 7 26 split_gain=56178.1 23343.9 19457.6 12120.6 14532.8 15144.2 23829.5 6738.44 4187.97 1150.54 threshold=279.07800000000003 0 355.00000000000006 211.12500000000003 338.28750000000008 1 2 148.98750000000004 285.62500000000006 2022.5000000000002 decision_type=2 9 2 2 2 9 1 2 2 2 left_child=1 9 3 4 5 6 -3 -7 -5 -1 right_child=-2 2 -4 8 -6 7 -8 -9 -10 -11 leaf_value=0.11565044801885431 0.50497153975746845 0.033035146711885177 -0.28077232522964479 0.24981317515795429 0.22964907469572843 0.0004018680378902305 -0.092195144702686735 -0.1115500939057933 0.064875998687744144 0.17949061985673578 leaf_weight=55 22 229 25 24 27 12330 431 54 25 58 leaf_count=55 22 229 25 24 27 12330 431 54 25 58 internal_value=0 -0.000773983 -0.00205494 -0.00152541 -0.0021139 -0.00259363 -0.0488995 -8.6225e-05 0.155457 0.136351 internal_weight=0 13258 13145 13120 13071 13044 660 12384 49 113 internal_count=13280 13258 13145 13120 13071 13044 660 12384 49 113 cat_boundaries=0 3 6 7 cat_threshold=0 16384 37748992 67108864 32848 2166554624 1035 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=11 num_cat=1 split_feature=10 25 2 7 0 4 3 7 4 26 split_gain=55060.2 22879.5 19070.4 11879.5 14243.7 15300.4 13268.4 4104.63 2984.76 1127.64 threshold=279.07800000000003 0 355.00000000000006 211.12500000000003 338.28750000000008 199.12500000000003 272.07425000000006 285.62500000000006 333.3454000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 9 3 4 5 6 -3 -5 -7 -1 right_child=-2 2 -4 7 -6 8 -8 -9 -10 -11 leaf_value=0.11449394997683437 0.49992183381860905 -0.0013487085580220696 -0.2779646004676819 0.24731504342208308 0.2273525739599157 -0.10879549130797386 -0.22747902741798989 0.064227243041992191 -0.25369794300624304 0.17769572586848817 leaf_weight=55 22 12953 25 24 27 44 26 25 21 58 leaf_count=55 22 12953 25 24 27 44 26 25 21 58 internal_value=0 -0.000766689 -0.00203484 -0.00151061 -0.00209322 -0.00256815 -0.0018017 0.153903 -0.15561 0.134988 internal_weight=0 13258 13145 13120 13071 13044 12979 49 65 113 internal_count=13280 13258 13145 13120 13071 13044 12979 49 65 113 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=11 num_cat=4 split_feature=2 3 25 0 25 24 5 5 6 24 split_gain=25601.7 44369.3 23917.3 12567.5 12465.8 28462.6 10287.5 16410.9 9662.76 5482.47 threshold=340.12500000000006 333.3454000000001 0 376.61250000000007 1 2 172.87500000000003 228.56250000000003 228.18750000000003 3 decision_type=2 2 9 2 9 1 2 2 2 1 left_child=1 2 -1 4 5 9 8 -8 -6 -4 right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11 leaf_value=0.14102713906464456 -0.29173592648903529 0.40568704428496183 0.069134883854452892 0.24909805679321287 -2.5253801467023408e-05 -0.13154894580924081 0.36462661790847778 0.013796762883663178 -0.15767478175270253 -0.024647225372252928 leaf_weight=109 30 27 121 20 12538 222 20 40 39 114 leaf_count=109 30 27 121 20 12538 222 20 40 39 114 internal_value=0 0.000722812 -0.000104084 -0.00138361 -0.00176726 -0.0525031 0.000108995 0.13074 -0.000514109 0.0244915 internal_weight=0 13250 13223 13114 13094 457 12637 60 12577 235 internal_count=13280 13250 13223 13114 13094 457 12637 60 12577 235 cat_boundaries=0 3 6 7 8 cat_threshold=0 16384 37748992 67108864 32848 2293760 1086 1034 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=14 num_cat=2 split_feature=25 0 0 17 25 6 2 10 2 0 26 26 0 split_gain=46104.2 22280.8 31547.9 16667.7 15633.3 18676 23372.6 9374.2 11547.9 7657.9 7653.78 6458.4 3571.95 threshold=0 200.13000000000002 157.57350000000002 113.47500000000001 1 13.237000000000004 1.1528500000000002 233.43000000000004 149.26580000000004 376.61250000000007 2022.5000000000002 2022.5000000000002 269.79925000000003 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 6 -2 8 -6 11 -1 -3 -13 right_child=1 9 -4 -5 7 -7 -8 -9 -10 -11 -12 12 -14 leaf_value=-0.13050897377187556 0.09385908411617018 -0.075847450219667878 0.38789114900997712 -0.23948578776984381 -0.0019433411499035311 -0.21918847084045412 -0.18692407891154289 -0.21269656439622242 0.12969361308795305 0.014384009951636904 -0.29659156610657061 -0.19723824712965227 -0.37355959510803227 leaf_weight=55 403 26 21 29 12478 23 32 21 67 21 56 27 20 leaf_count=55 403 26 21 29 12478 23 32 21 67 21 56 27 20 internal_value=0 -0.000492474 0.000610124 -1.29433e-05 0.000520281 0.0572699 0.0732038 -0.00159241 -0.0012403 -0.1539 -0.196588 -0.20231 -0.272269 internal_weight=0 13168 13074 13053 13024 458 435 12566 12545 94 111 73 47 internal_count=13279 13168 13074 13053 13024 458 435 12566 12545 94 111 73 47 cat_boundaries=0 3 7 cat_threshold=67108864 0 131328 0 2113552 19464192 32800 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=14 num_cat=2 split_feature=25 4 6 25 15 4 1 10 7 26 2 6 6 split_gain=45186.7 32133.9 16291.7 15857.3 27435 14075.3 12296.2 13310.6 12052.5 7501.47 6236.88 4082.65 8869.36 threshold=0 365.72000000000008 176.53925000000004 1 15.834750000000001 216.24000000000004 216.24000000000004 41.645000000000003 269.79925000000003 2022.5000000000002 149.26580000000004 344.25000000000006 255.10500000000002 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 6 8 7 -2 10 -1 -5 12 -4 right_child=1 -3 11 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.12920388364791871 0.032494156877548377 -0.39135199955531524 -0.19129399253640855 -0.0025933390094500432 0.40749998283386235 0.23037913175729607 -0.19027064720789594 0.26658672382831572 -0.24782276952266694 -0.29362564472215519 0.1104557572335613 -0.24750261592864992 0.068659985760847739 leaf_weight=55 855 21 35 12047 20 26 24 25 20 56 49 25 21 leaf_count=55 855 21 35 12047 20 26 24 25 20 56 49 25 21 internal_value=0 -0.00048755 0.000136416 0.00101289 0.0407181 -0.00204051 0.0330538 0.0391445 -0.00254094 -0.194622 -0.00213539 -0.141247 -0.0938113 internal_weight=0 13168 13147 13066 924 12142 904 880 12116 111 12096 81 56 internal_count=13279 13168 13147 13066 924 12142 904 880 12116 111 12096 81 56 cat_boundaries=0 3 7 cat_threshold=67108864 0 131328 512 2113552 19726336 32800 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=15 num_cat=4 split_feature=25 4 0 0 25 24 25 10 2 26 0 26 0 26 split_gain=44287.5 31494.5 17961.1 30802 16822.2 115189 18529.4 13055.2 13989.1 7352.19 6368.85 10083.1 3481.07 1062.89 threshold=0 365.72000000000008 200.13000000000002 157.57350000000002 1 2 3 230.0395 149.26580000000004 2022.5000000000002 376.61250000000007 2022.5000000000002 269.79925000000003 2022.5000000000002 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 2 2 left_child=9 2 3 4 5 13 -7 8 -6 -1 11 -4 -13 -2 right_child=1 -3 10 -5 7 6 -8 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.12791184373335404 0.35921348605304959 -0.38743847937810993 -0.017582413305838901 0.38379128081457958 -0.0021290599819837252 0.070156107323228828 -0.079948666156008014 -0.25090321787766046 0.1438434141513073 -0.29068939080195771 0.01388781502133324 -0.19543754047817655 -0.36950130522251129 0.30111791133880617 leaf_weight=55 64 21 24 21 12453 111 257 21 66 56 21 27 20 62 leaf_count=55 64 21 24 21 12453 111 257 21 66 56 21 27 20 62 internal_value=0 -0.000482674 0.000135052 0.00111625 0.000499699 0.057146 -0.0340143 -0.00177597 -0.0013595 -0.192676 -0.1391 -0.18435 -0.269507 0.306316 internal_weight=0 13168 13147 13055 13034 494 368 12540 12519 111 92 71 47 126 internal_count=13279 13168 13147 13055 13034 494 368 12540 12519 111 92 71 47 126 cat_boundaries=0 3 7 8 11 cat_threshold=67108864 0 131328 0 2113552 23658496 32800 161 0 2097152 4194304 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=13 num_cat=4 split_feature=25 4 0 0 25 24 25 10 2 0 0 0 split_gain=43406.2 30867.7 17603.7 30189 16486.4 112899 18182.3 12795.4 13710.7 6242.11 1787.57 3864.34 threshold=0 365.72000000000008 200.13000000000002 157.57350000000002 1 2 3 230.0395 149.26580000000004 376.61250000000007 232.87500000000003 269.79925000000003 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 left_child=-1 2 3 4 5 -2 -7 8 -6 10 -4 -12 right_child=1 -3 9 -5 7 6 -8 -9 -10 -11 11 -13 leaf_value=-0.19074892415488062 0.30325283677262421 -0.38356409527006607 -0.25993032341911682 0.37995333921341667 -0.0021077694953566973 0.069512525806742262 -0.079179124160205824 -0.24839418899445306 0.14240497905196567 0.013748922802153087 -0.050808725898916073 -0.22791429813419067 leaf_weight=111 126 21 21 21 12453 111 257 21 66 21 22 28 leaf_count=111 126 21 21 21 12453 111 257 21 66 21 22 28 internal_value=0 -0.000477922 0.000133627 0.00110502 0.000494627 0.0565726 -0.0336767 -0.00175822 -0.0013459 -0.137709 -0.182506 -0.149988 internal_weight=0 13168 13147 13055 13034 494 368 12540 12519 92 71 50 internal_count=13279 13168 13147 13055 13034 494 368 12540 12519 92 71 50 cat_boundaries=0 3 7 8 11 cat_threshold=67108864 0 131328 0 2113552 23658496 32800 161 0 2097152 4194304 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=12 num_cat=2 split_feature=25 4 17 6 4 25 1 10 26 6 6 split_gain=42614.6 30253.8 16699 15611.7 18127.2 16965.7 15721.8 7859.13 7205.88 4142.49 8771.71 threshold=0 365.72000000000008 113.47500000000001 176.53925000000004 263.60184000000004 1 33.286525000000005 218.62500000000003 2022.5000000000002 344.25000000000006 255.10500000000002 decision_type=9 2 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 5 6 -2 -7 -1 10 -5 right_child=1 -3 -4 9 -6 7 -8 -9 -10 -11 -12 leaf_value=-0.12472523472525858 0.057527027797986227 -0.37972845349993023 -0.23168588430650772 -0.19000684822457178 0.2950975227355957 -0.0015509605486250095 -0.12563465938568114 -0.19994465178251269 -0.28587501128869397 -0.25246152815611467 0.068512137333552048 leaf_weight=55 747 21 31 35 21 12199 50 20 56 23 21 leaf_count=55 747 21 31 35 21 12199 50 20 56 23 21 internal_value=0 -0.000470915 0.000134524 0.000682437 0.00153171 0.00105807 0.0454659 -0.00187416 -0.188999 -0.13947 -0.0930622 internal_weight=0 13168 13147 13116 13037 13016 797 12219 111 79 56 internal_count=13279 13168 13147 13116 13037 13016 797 12219 111 79 56 cat_boundaries=0 3 7 cat_threshold=67108864 0 131328 512 16400 19726336 32800 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=11 num_cat=2 split_feature=25 4 7 25 26 0 7 4 26 7 split_gain=77853.6 65005.6 16389.6 16495.9 24242.2 21903.2 12789.1 17953.4 10486.2 3782.05 threshold=0 344.25000000000006 239.51250000000002 1 2022.5000000000002 338.28750000000008 174.00000000000003 233.80500000000004 2022.5000000000002 355.00000000000006 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=8 2 3 4 -2 6 7 -5 -1 -4 right_child=1 -3 9 5 -6 -7 -8 -9 -10 -11 leaf_value=-0.18368170648250939 -0.019859282952636035 0.51090451583862306 -0.28720699451186443 -0.00057167865946555394 0.24815668114844491 0.31521571679548788 0.19311199295170167 -0.26880956649780274 -0.3826051355757803 -0.09720343303680419 leaf_weight=53 67 25 22 13001 68 22 34 25 53 20 leaf_count=53 67 25 22 13001 68 22 34 25 53 20 internal_value=0 0.00145945 0.000499991 0.00112673 0.107201 -4.98075e-05 -0.000580921 -0.00108649 -0.258735 -0.196729 internal_weight=0 13284 13259 13217 135 13082 13060 13026 106 42 internal_count=13390 13284 13259 13217 135 13082 13060 13026 106 42 cat_boundaries=0 4 7 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=11 num_cat=0 split_feature=4 7 7 4 15 15 8 7 15 15 split_gain=35184.7 20135.2 12566.8 18759.4 7941.9 37704.6 11824.7 2208 1587.08 1632.92 threshold=344.25000000000006 239.51250000000002 174.00000000000003 233.80500000000004 33.729000000000013 27.420000000000005 269.79925000000003 355.00000000000006 51.473000000000006 206.70431000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -6 -10 right_child=-2 7 -4 -5 8 -7 -8 -9 9 -11 leaf_value=-0.0012212869854047179 0.34715760296788711 -0.28433492495255036 0.19118086764917652 -0.26966527663744411 -0.16562302976846696 0.42322482756205965 0.23626191911243258 -0.14420520533686099 -0.031789193272590638 -0.13904904423789544 leaf_weight=13128 29 22 34 26 24 21 21 23 40 22 leaf_count=13128 29 22 34 26 24 21 21 23 40 22 internal_value=0 -0.00153976 -0.000826118 -0.00131763 -0.000791297 -0.000165819 -0.000842007 -0.212713 -0.0965767 -0.0698491 internal_weight=0 13361 13316 13282 13256 13170 13149 45 86 62 internal_count=13390 13361 13316 13282 13256 13170 13149 45 86 62 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=10 num_cat=0 split_feature=4 7 7 4 14 12 4 7 12 split_gain=34484.5 19734.5 12316.7 18386.1 8342.37 7990.7 8846.84 2164.06 1083.9 threshold=344.25000000000006 239.51250000000002 174.00000000000003 233.80500000000004 207.80256000000003 115.96500000000002 29.205000000000002 355.00000000000006 262.77684000000005 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=-0.0010829525302792702 0.34368603410391968 -0.28149157291786236 0.18926906517323325 -0.26696862532542304 -0.18705457627773286 -0.085840640734223761 0.058976807763576507 -0.14276315772015116 -0.17721533956981841 leaf_weight=12927 29 22 34 26 24 34 250 23 21 leaf_count=12927 29 22 34 26 24 34 250 23 21 internal_value=0 -0.00152436 -0.000817856 -0.00130445 -0.000783384 -0.000445528 5.65284e-05 -0.210586 -0.120729 internal_weight=0 13361 13316 13282 13256 13232 13177 45 55 internal_count=13390 13361 13316 13282 13256 13232 13177 45 55 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=15 num_cat=0 split_feature=4 15 15 6 1 1 0 6 15 15 26 1 26 15 split_gain=33798.3 10815 35892 14848.7 12716.1 10597.1 19886.5 6055.31 3483.1 5930.33 3316.97 1527.83 1287.14 826.596 threshold=344.25000000000006 33.729000000000013 27.420000000000005 223.36075000000002 216.24000000000004 113.47200000000001 365.72000000000008 263.60184000000004 46.655499999999996 237.02500000000003 2022.5000000000002 279.07800000000003 2022.5000000000002 95.142500000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -3 13 -6 -12 -7 -10 right_child=-2 8 -4 7 10 12 -8 -9 9 -11 11 -13 -14 -15 leaf_value=-0.0015125509421064387 0.34024916254240894 -0.22310769081115722 0.40281351761384443 0.2938458606175014 -0.050901469747935024 0.076863153913746707 -0.3094899568103609 0.08124169224017376 -0.049026199238640926 -0.2122238323363391 -0.2489965699206699 -0.12974867315519423 0.17372381373308599 0.035146867454051975 leaf_weight=13041 29 21 22 21 28 23 21 37 28 22 22 21 34 20 leaf_count=13041 29 21 22 21 28 23 21 37 28 22 22 21 34 20 internal_value=0 -0.00150911 -0.000764076 -0.00143427 -0.00213631 -0.00141398 -0.00200769 0.158219 -0.110154 -0.0762674 -0.135604 -0.190759 0.13464 -0.0139541 internal_weight=0 13361 13270 13248 13190 13119 13062 58 91 70 71 43 57 48 internal_count=13390 13361 13270 13248 13190 13119 13062 58 91 70 71 43 57 48 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=10 num_cat=2 split_feature=25 8 3 6 25 26 7 26 6 split_gain=76340.4 46468.1 26889 29319.5 17558.9 21211.2 16922.7 10279.4 9683.93 threshold=0 312.55000000000013 333.3454000000001 316.3010000000001 1 2022.5000000000002 239.51250000000002 2022.5000000000002 121.76350000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=7 2 3 4 5 -2 8 -1 -6 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.18187645138434644 -0.011191475517822035 0.48312400054931642 0.31599899009422022 0.34930400570233666 -0.00052389981156778995 0.23956540151782657 -0.22791395308167645 -0.37882877925656877 -0.11524551318706694 leaf_weight=53 66 20 27 24 12971 69 33 53 74 leaf_count=53 66 20 27 24 12971 69 33 53 74 internal_value=0 0.00146865 0.000743502 0.000100464 -0.000533827 0.108906 -0.00174548 -0.256184 -0.00117468 internal_weight=0 13284 13264 13237 13213 135 13078 106 13045 internal_count=13390 13284 13264 13237 13213 135 13078 106 13045 cat_boundaries=0 4 7 cat_threshold=0 16384 2621440 32768 67108864 0 33554688 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=13 num_cat=2 split_feature=25 24 26 5 6 9 7 7 13 26 5 5 split_gain=19748.1 123727 50119.3 13721.1 27136.8 24137.4 9749.35 13159.7 8567.4 4810.57 2021.75 2582.6 threshold=0 1 2022.5000000000002 176.53925000000004 344.25000000000006 285.62500000000006 280.57800000000003 178.65425000000002 131.43000000000004 2022.5000000000002 228.56250000000003 355.00000000000006 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 8 -2 -3 -5 -12 right_child=3 9 -4 10 -6 -7 -8 -9 -10 -11 11 -13 leaf_value=0.14114407151937486 -0.00019351884311076973 -0.048573588409074928 0.54519762269521166 0.21155638178189595 -0.36099808420453755 -0.34836294364929205 0.1891302474339803 -0.20363029650412501 -0.16938191032409669 -0.1565662819577987 0.025795385837554932 0.17249791383743288 leaf_weight=64 12842 82 59 24 21 20 27 32 30 83 24 24 leaf_count=64 12842 82 59 24 21 20 27 32 30 83 24 24 internal_value=0 0.0812814 0.309774 -0.00104858 -0.00181348 -0.00123107 -0.000694167 -0.00109135 -0.000587836 -0.0970173 0.136617 0.0991466 internal_weight=0 288 123 13044 12972 12951 12931 12904 12872 165 72 48 internal_count=13332 288 123 13044 12972 12951 12931 12904 12872 165 72 48 cat_boundaries=0 4 5 cat_threshold=67108864 16400 524544 32 2724 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=13 num_cat=3 split_feature=25 24 25 5 8 6 7 7 13 5 5 6 split_gain=19663.7 119421 34548.6 13472.9 34795.5 10663.9 12743.5 12221.3 6391.45 1981.52 2531.2 577.305 threshold=0 1 2 176.53925000000004 274.22475000000003 211.12500000000003 280.57800000000003 178.65425000000002 131.43000000000004 228.56250000000003 355.00000000000006 280.57800000000003 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 6 7 8 -2 -5 -11 -7 right_child=3 2 -4 9 -6 11 -8 -9 -10 10 -12 -13 leaf_value=0.33853124129253886 -0.00022593758349914031 0.073366310213293345 -0.16993893166226667 0.20944081703821821 -0.37463332595825194 -0.10750371180474759 0.22960270533959073 -0.19935680754723087 -0.14885139383118728 0.025537431637446085 0.17077293952306111 -0.17294229128531047 leaf_weight=105 12773 102 117 24 25 26 24 31 29 24 24 28 leaf_count=105 12773 102 117 24 25 26 24 31 29 24 24 28 internal_value=0 0.0765445 -0.0583634 -0.00116281 -0.00192297 -0.00120128 -0.000612288 -0.00104283 -0.000562615 0.13525 0.0981552 -0.141435 internal_weight=0 324 219 13008 12936 12911 12857 12833 12802 72 48 54 internal_count=13332 324 219 13008 12936 12911 12857 12833 12802 72 48 54 cat_boundaries=0 4 5 8 cat_threshold=67108864 16400 4718848 32 2656 0 16 524288 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=16445.7 13725.6 10691.1 13325.6 13108.8 6996.03 14123.7 1327.28 12.5017 threshold=170.05500000000004 289.96890000000008 339.56250000000006 280.57800000000003 338.28750000000008 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=0.0014728203072242546 -0.22854771094477694 -0.24807374607432972 -0.18988308511931323 0.22426285840846874 0.24577579238198019 -0.12839160604910416 0.25505961591547188 -0.12958874881267549 -0.11784737947194472 leaf_weight=13109 23 22 29 27 22 22 22 33 23 leaf_count=13109 23 22 29 27 22 22 22 33 23 internal_value=0 0.00149754 0.0019118 0.00233237 0.00187835 0.00147111 0.00189769 -0.170233 -0.123002 internal_weight=0 13276 13254 13225 13198 13176 13131 56 45 internal_count=13332 13276 13254 13225 13198 13176 13131 56 45 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=11 num_cat=0 split_feature=3 11 3 7 15 15 15 6 11 3 split_gain=16799.5 13468.7 13095.3 10726.7 6846.45 8648.82 23007.8 8775.94 2010.32 317.733 threshold=376.61250000000007 170.05500000000004 216.24000000000004 285.62500000000006 214.15000000000003 32.879500000000014 43.248000000000012 223.36075000000002 239.51250000000002 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 -4 right_child=-2 8 9 -5 -6 6 -8 -9 -10 -11 leaf_value=0.00081105461161258509 -0.28184741111028766 -0.22626223043255184 0.13297375621217669 -0.20170781309788044 -0.1832694653570652 0.39898922884464261 -0.011553527310837147 0.13098066131082864 -0.1036947045661509 0.18079334994157154 leaf_weight=13038 21 23 33 26 20 20 43 52 32 24 leaf_count=13038 21 23 33 26 20 20 43 52 32 24 internal_value=0 0.00121431 0.00186224 0.00120909 0.00160959 0.00189071 0.118778 0.00132815 -0.15495 0.153108 internal_weight=0 13311 13256 13199 13173 13153 63 13090 55 57 internal_count=13332 13311 13256 13199 13173 13153 63 13090 55 57 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=13 num_cat=3 split_feature=25 24 25 26 4 7 14 10 6 9 26 26 split_gain=19354.4 117290 33916.6 21482.5 15986.8 19231.9 10977.3 17105.5 9026.47 10643.1 8839.73 6654 threshold=0 1 2 2022.5000000000002 293.85000000000008 285.62500000000006 182.65800000000004 233.43000000000004 316.3010000000001 155.50120000000001 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 3 10 -1 5 6 7 8 9 -2 -3 -4 right_child=4 2 11 -5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.22851537501370467 -0.00079092663073241059 -0.011416531342726488 -0.10921075334151586 0.51470601137946637 0.22940891075134279 -0.25460200270016986 0.2273300883883522 -0.28665884713331863 0.20136057441884819 -0.14414539548854988 0.17480626306533814 -0.26008717183481184 leaf_weight=54 12832 52 60 51 30 30 21 21 22 52 50 57 leaf_count=54 12832 52 60 51 30 30 21 21 22 52 50 57 internal_value=0 0.0759248 -0.0577771 0.335564 -0.00116888 -0.00170279 -0.00111683 -0.00148794 -0.00102393 -0.00136951 0.072738 -0.168328 internal_weight=0 324 219 105 13008 12978 12948 12927 12906 12884 102 117 internal_count=13332 324 219 105 13008 12978 12948 12927 12906 12884 102 117 cat_boundaries=0 4 5 8 cat_threshold=67108864 16400 4718848 32 2656 0 16 524288 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=15 num_cat=5 split_feature=25 10 26 9 11 24 25 4 25 3 13 25 11 11 split_gain=111789 31722.6 14795.8 14536.4 9480.85 9139.79 38191.3 105110 19471.5 17982 12412.6 11306 1424.76 298.357 threshold=0 267.13384000000002 2022.5000000000002 279.07800000000003 92.090000000000018 1 2 29.205000000000002 3 105.004 51.726358500000011 4 257.43900000000002 176.53925000000004 decision_type=9 2 2 2 2 1 9 2 9 2 2 9 2 2 left_child=2 3 -1 4 5 6 7 -2 9 -7 -8 -10 13 -6 right_child=1 -3 -4 -5 12 8 10 -9 11 -11 -12 -13 -14 -15 leaf_value=-0.21799062193564647 0.063618425341080059 0.35640531606674197 -0.45212296327677642 -0.26303927675599142 -0.12791897748596967 -0.07804913198714275 0.0015013486401635942 0.77116554585370156 0.095141040331278098 0.18659860098803485 0.25103974092006687 -0.004144225087717902 -0.059779867196083067 -0.1818868309968994 leaf_weight=53 460 25 55 21 20 523 6017 22 107 27 20 5835 25 21 leaf_count=53 460 25 55 21 20 523 6017 22 107 27 20 5835 25 21 internal_value=0 0.000527321 -0.308646 -0.000151536 0.000270628 0.000877066 0.00923335 0.0939637 -0.00751661 -0.0638956 0.0023242 -0.00219951 -0.11928 -0.155561 internal_weight=0 13123 108 13098 13077 13011 6519 482 6492 550 6037 5942 66 41 internal_count=13231 13123 108 13098 13077 13011 6519 482 6492 550 6037 5942 66 41 cat_boundaries=0 4 5 8 11 15 cat_threshold=0 16384 540928 32768 1115 16896 32832 2202010624 67126016 80 2202009600 0 524288 2424832 32 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=22912.2 30137.3 15091.9 13343.1 19548.9 11020.8 8510.84 2829.16 1045.36 threshold=344.25000000000006 344.25000000000006 239.51250000000002 162.18600000000004 219.40000000000003 199.12500000000003 67.162500000000009 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=-0.0012971075063372486 0.30024292449951173 -0.36444658466007396 -0.2734793664727892 0.20240753986872734 -0.16203572487831117 -0.2031651888953315 0.17323443358497961 -0.10933195023309616 -0.26088857096174489 leaf_weight=13011 25 23 21 32 20 27 28 21 23 leaf_count=13011 25 23 21 32 20 27 28 21 23 internal_value=0 -0.00277881 -0.00214782 -0.00154293 -0.00204079 -0.00134024 -0.000922318 -0.191406 -0.214911 internal_weight=0 13206 13183 13141 13109 13066 13039 42 43 internal_count=13231 13206 13183 13141 13109 13066 13039 42 43 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=12 num_cat=1 split_feature=25 10 8 6 2 11 3 4 3 11 8 split_gain=109505 31098.6 33967.3 21226.8 16169.7 10888.7 9021.57 28548 18727.8 561.787 432.313 threshold=0 267.13384000000002 162.18600000000004 316.3010000000001 15.580500000000002 92.090000000000018 131.43000000000004 272.07425000000006 189.44922000000003 232.33000000000004 263.60184000000004 decision_type=9 2 2 2 2 2 2 2 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=-0.30545510984957219 0.0012053248692422099 0.35290449438095095 -0.14979199962883161 0.31875197478703088 -0.45751233643293382 -0.15796332436034807 0.35476876323873346 -0.31290287560430069 0.017868800380013206 -0.095027694268071131 -0.092415716052055355 leaf_weight=108 12827 25 29 21 20 37 22 29 66 23 24 leaf_count=108 12827 25 29 21 20 37 22 29 66 23 24 internal_value=0 0.000544027 -0.000128104 0.00107749 -0.215236 0.00056448 0.00118748 0.000496773 0.102094 -0.133838 -0.12381 internal_weight=0 13123 13098 13025 73 13004 12944 12856 88 60 53 internal_count=13231 13123 13098 13025 73 13004 12944 12856 88 60 53 cat_boundaries=0 4 cat_threshold=0 16384 540928 32768 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 8 11 8 split_gain=107509 30479.8 33291.3 20804.4 15847.9 14496.1 10672 9021.76 93119.5 8495.58 550.607 423.71 threshold=0 267.13384000000002 162.18600000000004 316.3010000000001 15.580500000000002 2022.5000000000002 92.090000000000018 1 2 86.532000000000025 232.33000000000004 263.60184000000004 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=-0.21266304942796815 0.28434072963339235 0.34937544651031494 -0.14829407750532544 0.31556446438743957 -0.45293720740079879 -0.44441217505931851 -0.1563836906947246 -0.00091451801165612335 -0.035141624624912556 0.15510287400654385 -0.094077416269675557 -0.091491554776827494 leaf_weight=53 111 25 29 21 20 55 37 12431 367 35 23 24 leaf_count=53 111 25 29 21 20 55 37 12431 367 35 23 24 internal_value=0 0.000538586 -0.000126823 0.00106671 -0.213083 -0.302659 0.000558835 0.00117561 0.0433542 -0.000476096 -0.1325 -0.122572 internal_weight=0 13123 13098 13025 73 108 13004 12944 478 12466 60 53 internal_count=13231 13123 13098 13025 73 108 13004 12944 478 12466 60 53 cat_boundaries=0 4 8 9 cat_threshold=0 16384 540928 32768 0 557120 36110336 544 35 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=12 num_cat=2 split_feature=25 10 8 6 26 6 8 25 8 6 8 split_gain=105371 29888 32646.4 20382.9 14207.6 9715.14 9303.69 8590.02 3471.8 335.557 51.4867 threshold=0 279.07800000000003 162.18600000000004 316.3010000000001 2022.5000000000002 121.76350000000002 92.932500000000019 1 269.79925000000003 230.0395 218.62500000000003 decision_type=9 2 2 2 2 2 2 9 2 2 2 left_child=4 2 3 5 -1 6 7 -2 10 -7 -4 right_child=1 -3 8 -5 -6 9 -8 -9 -10 -11 -12 leaf_value=-0.21053641913072121 0.057779870725966784 0.3774920826866513 -0.14414781050248579 0.31240881760915118 -0.43996805344928397 -0.14633008316265686 0.16889224153576474 -0.00039592852184279189 -0.2958983256899077 -0.098361733913421623 -0.16578253471038559 leaf_weight=53 249 21 22 21 55 35 33 12666 29 25 22 leaf_count=53 249 21 22 21 55 35 33 12666 29 25 22 internal_value=0 0.000535098 -6.86834e-05 0.00111287 -0.299633 0.00061032 0.00119861 0.000770127 -0.210952 -0.126343 -0.154965 internal_weight=0 13123 13102 13029 108 13008 12948 12915 73 60 44 internal_count=13231 13123 13102 13029 108 13008 12948 12915 73 60 44 cat_boundaries=0 4 8 cat_threshold=0 16384 540928 32768 0 32768 36110336 544 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=10 num_cat=2 split_feature=25 9 10 8 1 25 26 3 26 split_gain=78741.6 22210 23309.6 12390.9 13184.1 8568.01 15726.6 8625.54 7465.29 threshold=0 285.62500000000006 269.79925000000003 274.22475000000003 290.58750000000009 1 2022.5000000000002 189.44922000000003 2022.5000000000002 decision_type=9 2 2 2 2 9 2 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=-0.1753088703600027 0.01131230911033021 0.31591218623248013 -0.34321890640258784 -0.2442793146769206 0.25537700828909876 0.00068074352660619771 -0.094718249405131627 -0.1336296683549881 -0.32751766138093574 leaf_weight=59 288 22 20 21 20 12426 272 48 71 leaf_count=59 288 22 20 21 20 12426 272 48 71 internal_value=0 -0.00155385 -0.00208839 -0.00156658 -0.00117613 -0.0015698 -0.0394832 0.000163785 -0.239978 internal_weight=0 13117 13095 13075 13054 13034 560 12474 130 internal_count=13247 13117 13095 13075 13054 13034 560 12474 130 cat_boundaries=0 4 7 cat_threshold=16384 16384 2097408 32 256 532560 1090650112 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=8 num_cat=0 split_feature=5 8 10 6 9 6 7 split_gain=16548.5 18996 21547.3 17577.5 15174.7 7397.97 5855.73 threshold=285.62500000000006 274.22475000000003 279.07800000000003 365.72000000000008 273.29900000000004 223.36075000000002 285.62500000000006 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=-0.0028450218974697822 0.21007501125335692 -0.26959383293434425 -0.3320589876174927 -0.29981028318405151 -0.27836842316389088 0.13849497368206851 -0.17408600372076033 leaf_weight=13067 36 27 20 20 20 37 20 leaf_count=13067 36 27 20 20 20 37 20 internal_value=0 -0.00461866 -0.00407601 -0.0035777 -0.00312695 -0.00270751 -0.00310672 internal_weight=0 13211 13184 13164 13144 13124 13087 internal_count=13247 13211 13184 13164 13144 13124 13087 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=9 num_cat=1 split_feature=25 4 8 6 6 10 6 26 split_gain=77050.6 23531.6 23667.2 18646.1 11696.8 10281.5 7922.58 7278.13 threshold=0 344.25000000000006 274.22475000000003 316.3010000000001 228.18750000000003 269.79925000000003 183.80721500000004 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=-0.17352733167551332 -0.0015446875986480069 0.31807937269625458 -0.32977764736522325 0.271329455947876 -0.19926355105638505 -0.22813686156272886 0.19284568650736694 -0.32381604052135643 leaf_weight=59 12976 23 22 25 30 20 21 71 leaf_count=59 12976 23 22 25 30 20 21 71 internal_value=0 -0.00150002 -0.00206252 -0.00151098 -0.00203378 -0.00157923 -0.0012306 -0.23735 internal_weight=0 13117 13094 13072 13047 13017 12997 130 internal_count=13247 13117 13094 13072 13047 13017 12997 130 cat_boundaries=0 4 cat_threshold=16384 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=9 num_cat=1 split_feature=25 4 8 6 6 10 9 26 split_gain=75517.3 23063.3 23196.2 18275.1 11464 10076.9 9084.98 7133.29 threshold=0 344.25000000000006 274.22475000000003 316.3010000000001 228.18750000000003 269.79925000000003 252.29100000000003 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=-0.17179205741922732 -0.00088195322994969589 0.31489859622457755 -0.32647987192327327 0.26861616706848146 -0.19727091564734778 -0.22585549831390381 -0.20904490289233979 -0.32057788537841447 leaf_weight=59 12976 23 22 25 30 20 21 71 leaf_count=59 12976 23 22 25 30 20 21 71 internal_value=0 -0.00148502 -0.00204189 -0.00149587 -0.00201344 -0.00156344 -0.00121829 -0.234977 internal_weight=0 13117 13094 13072 13047 13017 12997 130 internal_count=13247 13117 13094 13072 13047 13017 12997 130 cat_boundaries=0 4 cat_threshold=16384 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=9 num_cat=1 split_feature=25 4 8 6 6 10 11 26 split_gain=74014.5 22604.3 22734.6 17911.4 11235.9 9876.34 8968.09 6991.34 threshold=0 344.25000000000006 274.22475000000003 316.3010000000001 228.18750000000003 269.79925000000003 170.05500000000004 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=-0.17007413706347599 -0.00072197268759627731 0.31174960012021274 -0.32321507453918458 0.26593000831604008 -0.19529820705453557 -0.22359694123268128 -0.14372987141663379 -0.31737209914855558 leaf_weight=59 12953 23 22 25 30 20 44 71 leaf_count=59 12953 23 22 25 30 20 44 71 internal_value=0 -0.00147017 -0.00202147 -0.00148091 -0.00199331 -0.0015478 -0.00120611 -0.232627 internal_weight=0 13117 13094 13072 13047 13017 12997 130 internal_count=13247 13117 13094 13072 13047 13017 12997 130 cat_boundaries=0 4 cat_threshold=16384 16384 2097408 32 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=11 num_cat=4 split_feature=4 25 24 25 5 0 1 3 25 0 split_gain=75287.2 21561.7 169176 19666 14588.2 12382.5 62774.8 21644.5 11064.8 2813.86 threshold=344.25000000000006 0 1 2 290.58750000000009 109.32500000000002 21.947000000000003 272.07425000000006 3 211.57500000000002 decision_type=2 9 1 9 2 2 2 2 9 2 left_child=1 2 -1 -3 5 7 9 8 -5 -7 right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11 leaf_value=0.35801650300506477 0.55906514664491025 -0.1249017346469742 -0.11617441784823314 -0.036337164009537515 -0.26556964011419387 -0.060987414172355169 0.59596028168996174 -0.28047917996134081 0.00039153968884831204 0.043949176754270285 leaf_weight=119 24 122 174 871 21 47 21 28 11894 56 leaf_count=119 24 122 174 871 21 47 21 28 11894 56 internal_value=0 -0.00152412 0.0818747 -0.00345521 -0.00221444 -0.001788 0.0976606 -0.00275194 -0.00214275 -0.00393451 internal_weight=0 13353 293 13060 12938 12917 124 12793 12765 103 internal_count=13377 13353 293 13060 12938 12917 124 12793 12765 103 cat_boundaries=0 4 5 8 11 cat_threshold=67108864 0 54526208 32 2585 256 16384 1075838976 513 2105344 2147876864 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=14 num_cat=3 split_feature=10 25 25 26 15 15 25 5 3 26 15 15 15 split_gain=54849.9 23123.2 21156.8 34063.7 8837.81 34363.5 9087.52 12407.9 11476.3 4359.11 2400.46 3338.04 55.4665 threshold=279.07800000000003 0 1 2022.5000000000002 33.729000000000013 27.420000000000005 2 38.528000000000006 216.24000000000004 2022.5000000000002 48.836373000000002 206.70431000000005 90.340000000000018 decision_type=2 9 9 2 2 2 9 2 2 2 2 2 2 left_child=1 9 3 -3 5 6 7 -4 -8 -1 -6 12 -12 right_child=-2 2 4 -5 10 -7 8 -9 -10 -11 11 -13 -14 leaf_value=-0.090910821288239727 0.49839383472095838 -0.029250446651130916 -0.040200242165934777 0.29830700925418308 -0.1921466419913552 0.40345956609362643 0.00034616520328753286 0.13382081785867381 0.16593519074576243 -0.22041766838082727 -0.011062890913175501 -0.17502924154202146 -0.03354143545741127 leaf_weight=51 22 64 869 63 22 21 12062 43 42 53 23 21 21 leaf_count=51 22 64 869 63 22 21 12062 43 42 53 23 21 21 internal_value=0 -0.00133443 -0.000113316 0.123513 -0.00140277 -0.000733477 -0.0013856 -0.0316483 0.000919987 -0.143146 -0.101858 -0.0712989 -0.0217913 internal_weight=0 13355 13251 127 13124 13037 13016 912 12104 104 87 65 44 internal_count=13377 13355 13251 127 13124 13037 13016 912 12104 104 87 65 44 cat_boundaries=0 3 6 9 cat_threshold=256 16384 2228224 67108864 0 33554688 513 2105344 1090781184 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=13 num_cat=2 split_feature=4 7 25 26 25 13 2 13 15 26 2 13 split_gain=73583.4 21198 23118.4 15993.6 15224.1 8414.1 9375.02 9130.52 8938.41 6377.6 3194.05 50.6659 threshold=344.25000000000006 255.10500000000002 0 2022.5000000000002 1 55.232840000000003 125.83150000000002 229.52500000000003 27.749250000000004 2022.5000000000002 333.3454000000001 97.70750000000001 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 6 8 11 -6 -4 -8 -7 right_child=-2 -3 4 -5 5 7 10 -9 -10 -11 -12 -13 leaf_value=0.018301749015782055 0.5527079218626022 -0.22853411092990783 -0.047235112634755792 0.16751949347365294 -0.00084617658332284502 0.18506595297293232 -0.13687441628912222 -0.062952738761901855 -0.099771711210031866 -0.19426910358465324 0.0014999826387925583 0.20678151902698336 leaf_weight=151 24 41 59 137 12660 22 69 20 92 59 22 21 leaf_count=151 24 41 59 137 12660 22 69 20 92 59 22 21 internal_value=0 -0.00150176 -0.000802519 0.0862877 -0.00279246 -0.00171478 -0.00228163 0.113568 -0.00155988 -0.111318 -0.103421 0.195671 internal_weight=0 13353 13312 288 13024 12906 12843 63 12752 118 91 43 internal_count=13377 13353 13312 288 13024 12906 12843 63 12752 118 91 43 cat_boundaries=0 4 7 cat_threshold=67108864 0 54526208 32 256 16384 1075838976 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=12 num_cat=2 split_feature=4 7 25 26 25 0 0 3 8 0 26 split_gain=72119.1 20776.2 22658.4 15675.3 14921.2 11070 24712.8 14000.5 13236.8 10076.6 6250.69 threshold=344.25000000000006 255.10500000000002 0 2022.5000000000002 1 176.53925000000004 217.36500000000004 272.07425000000006 263.60184000000004 338.28750000000008 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 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=0.018118728520163635 0.54718086918195097 -0.22624876109565176 -0.046762764130608508 0.16584430050458351 -0.0023843356225341488 0.37613726654052737 -0.090847180902957916 -0.22993571387396919 0.25507980084419252 0.1756008547002619 -0.19232641232215753 leaf_weight=151 24 41 59 137 12772 25 40 27 20 22 59 leaf_count=151 24 41 59 137 12772 25 40 27 20 22 59 internal_value=0 -0.00148674 -0.000794494 0.0854248 -0.00276453 -0.00169763 0.110721 -0.00246192 -0.0019818 0.0036989 -0.110205 internal_weight=0 13353 13312 288 13024 12906 87 12819 12792 62 118 internal_count=13377 13353 13312 288 13024 12906 87 12819 12792 62 118 cat_boundaries=0 4 7 cat_threshold=67108864 0 54526208 32 256 16384 1075838976 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=14 num_cat=4 split_feature=4 7 25 24 26 25 0 0 8 25 0 26 26 split_gain=70683.9 20362.7 22207.5 169950 87695.5 14624.2 10849.7 24221 13021.9 15062.9 9876.12 7551.76 6126.3 threshold=344.25000000000006 255.10500000000002 0 1 2022.5000000000002 2 176.53925000000004 217.36500000000004 263.60184000000004 3 338.28750000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 9 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 12 8 -8 9 -7 -9 -5 -4 right_child=-2 -3 5 11 -6 6 7 10 -10 -11 -12 -13 -14 leaf_value=0.13217933600066137 0.54170906563599908 -0.22398628154905834 -0.046295136354737358 -0.059493012245330545 0.68023231685161589 -0.04397877927905379 0.37237589492797851 -0.089938711762428292 0.25252898025512699 2.4689721707927483e-05 0.17384484897960317 -0.19258699321452483 -0.1904031483399666 leaf_weight=61 24 41 59 90 56 822 25 40 20 11977 22 81 59 leaf_count=61 24 41 59 90 56 822 25 40 20 11977 22 81 59 internal_value=0 -0.00147188 -0.000786549 0.0845706 0.363433 -0.00273689 -0.00168066 0.109614 -0.0024373 -0.00283572 0.00366191 -0.115768 -0.109103 internal_weight=0 13353 13312 288 117 13024 12906 87 12819 12799 62 171 118 internal_count=13377 13353 13312 288 117 13024 12906 87 12819 12799 62 171 118 cat_boundaries=0 4 5 8 11 cat_threshold=67108864 0 54526208 32 2585 256 16384 1075838976 513 2097152 2147614720 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=12 num_cat=1 split_feature=1 10 9 24 4 4 1 0 5 3 6 split_gain=26486.1 32288.8 19493.1 8235.13 34039.9 18255.2 9530.15 52707.4 14490.2 6480.71 4793.45 threshold=339.56250000000006 279.07800000000003 279.07800000000003 0 238.08750000000003 115.96500000000002 24.23535 35.061020000000006 205.12500000000003 207.80256000000003 95.142500000000013 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=-0.011309691251181088 -0.27931042800931372 0.39196066629318965 -0.31242689573764798 0.0026901253129490636 0.31589295114789689 -0.247681133963845 0.021063310507684948 0.54350853230272023 -0.17920012755827472 -0.17857222681460172 0.1136356468048067 leaf_weight=3226 34 21 20 9539 35 33 240 21 44 23 31 leaf_count=3226 34 21 20 9539 35 33 240 21 44 23 31 internal_value=0 0.000154241 -0.000468522 4.42914e-06 0.00458099 -0.0136151 0.00347879 0.0630991 0.00185498 -0.0113017 -0.0101205 internal_weight=0 13233 13212 13192 9879 3313 9844 261 9583 3280 3257 internal_count=13267 13233 13212 13192 9879 3313 9844 261 9583 3280 3257 cat_boundaries=0 1 cat_threshold=392 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=13 num_cat=0 split_feature=2 3 1 13 4 13 4 4 2 0 4 13 split_gain=30771.9 43177.7 11600.6 5103.28 33808.8 8977.36 6125.48 27007.8 21737.6 9203.51 6187.22 2949.19 threshold=355.00000000000006 333.3454000000001 339.56250000000006 23.944000000000003 48.340750000000007 30.599500000000003 32.559500000000007 27.535980000000006 53.073000000000015 269.79925000000003 175.26000000000002 192.44922000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 9 10 -1 -8 -7 right_child=-2 -3 -4 4 -6 11 8 -9 -10 -11 -12 -13 leaf_value=-0.00034172434112755677 -0.33171754113265445 0.37908936246236169 -0.20050219935075991 0.15622397571802141 0.44047210836410522 -0.077456591018040977 -0.045108584632005913 0.25946503347158434 0.26671681904792782 -0.16272459268569947 -0.16055819028057158 0.049903260866800948 leaf_weight=12705 28 30 29 28 20 75 169 40 20 35 64 24 leaf_count=12705 28 30 29 28 20 75 169 40 20 35 64 24 internal_value=0 0.000144056 -0.000716596 -0.000277007 0.0583139 -0.00186846 -0.000937858 2.67318e-05 -0.049663 -0.000787831 -0.0768201 -0.0465815 internal_weight=0 13239 13209 13180 147 127 13033 12780 253 12740 233 99 internal_count=13267 13239 13209 13180 147 127 13033 12780 253 12740 233 99 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=9 num_cat=1 split_feature=2 3 0 0 5 10 24 10 split_gain=30159.6 42318.5 11712.2 21566 10300.5 9885.92 7794.45 320.302 threshold=355.00000000000006 333.3454000000001 376.61250000000007 269.79925000000003 335.87040000000007 170.05500000000004 0 269.79925000000003 decision_type=2 2 2 2 2 2 1 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=-0.010435244578355922 -0.32840037269251687 0.37529846827189128 0.24110119915008546 -0.28879566160532144 -0.22180326643444243 -0.11421189825875418 0.0058950167950760513 -0.16361224923815049 leaf_weight=4390 28 30 20 26 21 35 8696 21 leaf_count=4390 28 30 20 26 21 35 8696 21 internal_value=0 0.000142616 -0.00070943 -0.00107612 -0.000507802 -0.000154188 0.000413185 -0.132737 internal_weight=0 13239 13209 13189 13163 13142 13086 56 internal_count=13267 13239 13209 13189 13163 13142 13086 56 cat_boundaries=0 1 cat_threshold=424 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=8 num_cat=0 split_feature=2 3 0 4 1 0 4 split_gain=29559.4 41476.3 11479.1 22642 17744.1 11521.6 8627.78 threshold=355.00000000000006 333.3454000000001 376.61250000000007 333.3454000000001 339.56250000000006 269.79925000000003 238.08750000000003 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=5.3883294320415064e-05 -0.3251163657222475 0.37154547309875491 0.23869018936157227 -0.32160658056085761 -0.26151182017074182 -0.22363389139590056 0.20290987877618696 leaf_weight=13097 28 30 20 22 26 23 21 leaf_count=13097 28 30 20 22 26 23 21 internal_value=0 0.000141155 -0.00070237 -0.00106539 -0.000529815 -1.34512e-05 0.000378626 internal_weight=0 13239 13209 13189 13167 13141 13118 internal_count=13267 13239 13209 13189 13167 13141 13118 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=9 num_cat=2 split_feature=25 9 25 2 3 2 3 7 split_gain=47215.8 29382.6 21469.5 18332.4 12077.8 6072.22 14808.1 6015.27 threshold=0 285.62500000000006 1 293.85000000000008 333.3454000000001 54.405500000000011 7.7359000000000009 239.51250000000002 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=-0.18190954822837047 0.12356850484161512 0.38442157649993897 -0.00075360848520962575 -0.27103001127243043 0.24557727384567263 0.024351294514906668 0.31564021492004396 -0.13203072479793004 leaf_weight=132 131 20 12747 25 20 137 20 35 leaf_count=132 131 20 12747 25 20 137 20 35 internal_value=0 0.00142024 0.000837252 -0.000495813 2.57083e-05 -0.000353844 0.0614582 -0.00111307 internal_weight=0 13135 13115 12984 12959 12939 157 12782 internal_count=13267 13135 13115 12984 12959 12939 157 12782 cat_boundaries=0 4 7 cat_threshold=0 16384 4718592 32800 67108864 0 2097408 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=10 num_cat=2 split_feature=4 25 3 0 12 4 25 0 0 split_gain=47613.1 29237.4 7212.24 11629.3 11659.2 10535.9 7993.35 644.376 1107.47 threshold=344.25000000000006 0 344.25000000000006 217.36500000000004 246.67500000000004 233.80500000000004 1 355.00000000000006 269.79925000000003 decision_type=2 9 2 2 2 2 9 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=0.15282870621700598 0.43617621192932127 0.03346698883001227 -0.17898825085681416 -0.10884221568703652 0.2343824116388957 -0.18862148249149321 -0.0027669088539617323 -0.079256974220275875 -0.2023006738935198 leaf_weight=113 25 630 23 32 21 30 12499 20 21 leaf_count=113 25 630 23 32 21 30 12499 20 21 internal_value=0 -0.000639645 -0.00205947 -0.00175397 -0.00105683 -0.00143256 -0.00100483 -0.127622 -0.145873 internal_weight=0 13389 13276 13253 13180 13159 13129 73 53 internal_count=13414 13389 13276 13253 13180 13159 13129 73 53 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 134234112 0 51183616 32800 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=13 num_cat=2 split_feature=4 25 7 26 9 5 5 25 5 7 9 5 split_gain=46665.3 28701.9 11160.3 10158.5 7596.5 9041.09 10762.8 8167.48 3133.45 500.329 172.867 8.44756 threshold=344.25000000000006 0 239.51250000000002 2022.5000000000002 223.50400000000005 199.12500000000003 148.98750000000004 1 250.05000000000004 290.58750000000009 273.29900000000004 335.87040000000007 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 3 4 -1 5 6 7 -3 -7 -4 -6 -10 right_child=-2 2 9 -5 10 8 -8 -9 11 -11 -12 -13 leaf_value=0.070845861351280889 0.43181446723937988 0.030709356790971851 -0.19475864727388728 0.26048250324758038 0.15404032244347035 -0.20059872362348771 0.2248637381054106 -0.0036236481219373718 -0.057210488796234131 -0.12731648602268913 0.11341901892965491 -0.066291475296020502 leaf_weight=57 25 724 22 56 20 27 21 12377 20 22 22 21 leaf_count=57 25 724 22 56 20 27 21 12377 20 22 22 21 internal_value=0 -0.000631878 -0.00203865 0.151425 -0.00151147 -0.00193903 -0.00134304 -0.00170563 -0.116948 -0.161038 0.132762 -0.0618617 internal_weight=0 13389 13276 113 13232 13190 13122 13101 68 44 42 41 internal_count=13414 13389 13276 113 13232 13190 13122 13101 68 44 42 41 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 134234112 32784 50921472 32800 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=12 num_cat=0 split_feature=4 3 0 3 12 7 13 7 3 0 0 split_gain=45736.6 13050.3 11900.3 10858.7 10966.9 12494.1 7982.65 2476.39 1053.17 634.827 1047.16 threshold=344.25000000000006 344.25000000000006 217.36500000000004 216.24000000000004 238.56750000000002 121.76350000000002 131.43000000000004 198.34750000000003 255.10500000000002 355.00000000000006 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -5 10 -4 right_child=-2 -3 9 8 -6 7 -8 -9 -10 -11 -12 leaf_value=0.0007767116425736137 0.42749631652832032 -0.22444697471765374 -0.10796338424086571 0.1097013363471398 0.23396697044372558 -0.20484608894586565 -0.16253200769424439 -0.086385583991805709 0.2049153995513916 -0.078523692131042488 -0.19758583892475476 leaf_weight=13107 25 26 32 26 20 25 30 60 21 20 22 leaf_count=13107 25 26 32 26 20 25 30 60 21 20 22 internal_value=0 -0.000625357 -0.000189874 0.000514328 -2.4207e-05 -0.000378149 0.000403776 -0.121227 0.152244 -0.126651 -0.144476 internal_weight=0 13389 13363 13289 13242 13222 13137 85 47 74 54 internal_count=13414 13389 13363 13289 13242 13222 13137 85 47 74 54 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=16 num_cat=2 split_feature=4 25 7 26 25 4 4 0 2 15 2 26 4 2 7 split_gain=44826.5 28149.5 10837.5 9962.72 6084.01 24723.9 41507.5 13315.1 10266.8 12058.3 7114.33 5770.79 5087.16 3966.31 488.91 threshold=344.25000000000006 0 239.51250000000002 2022.5000000000002 1 25.164000000000005 32.012640000000005 157.57350000000002 17.791185000000006 32.879500000000014 255.10500000000002 2022.5000000000002 156.16500000000005 39.872500000000009 290.58750000000009 decision_type=2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 -1 5 8 -7 12 9 -3 -10 -8 13 -6 -4 right_child=-2 2 14 -5 7 6 11 -9 10 -11 -12 -13 -14 -15 -16 leaf_value=0.070169142003644977 0.42322135009765627 0.0085697063014176442 -0.19202907169407066 0.25796966559785817 -0.0043977358341904388 0.5687672363519668 -0.058434877303930426 -0.21505074425538381 -0.10987956237616177 0.22526804772707132 0.062583501577377326 0.11475202922281381 -0.14117723080846997 0.052260829272270208 -0.12536097130992196 leaf_weight=57 25 2079 22 56 10677 20 26 30 118 26 30 74 27 125 22 leaf_count=57 25 2079 22 56 10677 20 26 30 118 26 30 74 27 125 22 internal_value=0 -0.000619103 -0.00201228 0.149967 -0.00149279 0.0129806 0.152897 -0.00466329 0.00558593 0.0112463 -0.0749208 0.0697234 -0.00408475 -0.00374209 -0.158695 internal_weight=0 13389 13276 113 13232 2373 120 10859 2253 2105 148 100 10829 10802 44 internal_count=13414 13389 13276 113 13232 2373 120 10859 2253 2105 148 100 10829 10802 44 cat_boundaries=0 3 7 cat_threshold=256 16384 2097408 138953233 1073850448 51203072 32800 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=13 num_cat=4 split_feature=25 0 1 6 6 25 24 25 26 1 0 26 split_gain=32716.9 10471 9299.75 8549.66 21049.9 9558.73 22509.5 5987.05 1130.03 512.054 291.869 31.6474 threshold=0 217.36500000000004 272.07425000000006 269.79925000000003 223.36075000000002 1 2 3 2022.5000000000002 6.3720000000000008 269.79925000000003 2022.5000000000002 decision_type=9 2 2 2 2 9 1 9 2 2 2 2 left_child=9 2 3 4 5 6 -2 -7 -3 11 -10 -1 right_child=1 8 -4 -5 -6 7 -8 -9 10 -11 -12 -13 leaf_value=0.13535195019370633 -0.037838769639500787 -0.069648968914280768 -0.17138826868380419 -0.16658021136036805 0.32386107915639878 -0.061531021430347506 0.038412711641715835 -0.0035222839888358094 -0.12919046822048369 0.086844818932669501 -0.18075446522754171 0.14404157976706825 leaf_weight=95 511 23 32 31 20 171 1516 10875 21 21 23 75 leaf_count=95 511 23 32 31 20 171 1516 10875 21 21 23 75 internal_value=0 -0.00175447 -0.00112075 -0.000705588 -0.000312851 -0.000808795 0.0190986 -0.00447514 -0.126452 0.126793 -0.156144 0.139186 internal_weight=0 13223 13156 13124 13093 13073 2027 11046 67 191 44 170 internal_count=13414 13223 13156 13124 13093 13073 2027 11046 67 191 44 170 cat_boundaries=0 3 7 8 10 cat_threshold=0 16448 256 138429201 1073776656 53298176 32800 2816 67108864 524288 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=10 num_cat=2 split_feature=25 10 4 25 26 0 26 3 0 split_gain=50647.6 70944.2 23382.7 16212.1 21536.3 21356 11557.1 10335.5 8203.35 threshold=0 267.13384000000002 333.3454000000001 1 2022.5000000000002 338.28750000000008 2022.5000000000002 293.85000000000008 200.13000000000002 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=-0.12709395538676868 -0.0043090673324164995 0.58262217030638741 -0.31764152941496476 0.00044515692550341554 0.20109696711103123 0.31868956338791621 -0.33607661957834284 -0.22761765027046202 -0.11394519942147392 leaf_weight=55 109 21 23 12824 96 21 51 20 63 leaf_count=55 109 21 23 12824 96 21 51 20 63 internal_value=0 0.00185298 0.000927344 0.00148526 0.0876075 5.18065e-05 -0.208018 -0.000466585 -0.000114057 internal_weight=0 13177 13156 13133 205 12928 106 12907 12887 internal_count=13283 13177 13156 13133 205 12928 106 12907 12887 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 32 0 2097152 655616 32768 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=49639.7 69532.4 22917.4 15889.4 21107.7 11327.1 10945.1 8230.22 8692 4069.54 1406.21 threshold=0 267.13384000000002 333.3454000000001 1 2022.5000000000002 2022.5000000000002 174.00000000000003 223.36075000000002 20.904000000000003 274.22475000000003 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=-0.12582301226529208 -0.004265977570769984 0.57679593974635712 -0.31446511351543927 -0.00037438105274843601 0.19908598800500232 -0.33271585801068476 -0.089441586867455514 0.23630025216511319 0.12026882164676984 0.049134970811697154 -0.18720837852784566 leaf_weight=55 109 21 23 12762 96 51 31 21 60 26 28 leaf_count=55 109 21 23 12762 96 51 31 21 60 26 28 internal_value=0 0.00183445 0.00091807 0.00147041 0.0867315 -0.205938 5.12884e-05 0.000674341 0.000190164 0.132762 -0.135839 internal_weight=0 13177 13156 13133 205 106 12928 12869 12822 47 59 internal_count=13283 13177 13156 13133 205 106 12928 12869 12822 47 59 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 32 0 2097152 655616 32768 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=10 num_cat=2 split_feature=25 10 4 25 0 26 26 3 2 split_gain=48651.9 68148.7 22461.3 15573.2 20939.7 20687.6 11101.7 10117 8183.22 threshold=0 267.13384000000002 333.3454000000001 1 338.28750000000008 2022.5000000000002 2022.5000000000002 293.85000000000008 279.07800000000003 decision_type=9 2 2 9 2 2 2 2 2 left_child=6 2 3 5 7 -2 -1 8 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.12456478431008079 -0.0042233153001977764 0.57102799651168634 -0.31132046201954722 -0.0004650765853276373 0.31556763512747632 0.1970951195806265 -0.32938870579588647 -0.225199777841568 0.1806329701900482 leaf_weight=55 109 21 23 12862 21 96 51 20 25 leaf_count=55 109 21 23 12862 21 96 51 20 25 internal_value=0 0.0018161 0.00090889 0.0014557 5.07755e-05 0.0858641 -0.203878 -0.000462539 -0.000113757 internal_weight=0 13177 13156 13133 12928 205 106 12907 12887 internal_count=13283 13177 13156 13133 12928 205 106 12907 12887 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 32 0 2097152 655616 32768 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=10 num_cat=2 split_feature=25 10 4 25 0 26 26 8 2 split_gain=47683.7 66792.6 22014.3 15263.3 20523 20276 10880.7 10031.5 6543.56 threshold=0 267.13384000000002 333.3454000000001 1 338.28750000000008 2022.5000000000002 2022.5000000000002 234.55500000000004 114.12500000000001 decision_type=9 2 2 9 2 2 2 2 2 left_child=6 2 3 5 7 -2 -1 8 -5 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.12331914069435813 -0.0041810815268700273 0.56531768861271092 -0.3082072593854821 -0.0006451496198283291 0.31241197586059571 0.19512417294085027 -0.32609481428183762 -0.17199958885417263 0.079381166870154229 leaf_weight=55 109 21 23 12770 21 96 51 34 103 leaf_count=55 109 21 23 12770 21 96 51 34 103 internal_value=0 0.00179794 0.000899801 0.00144114 5.02678e-05 0.0850055 -0.20184 -0.000457913 -4.83962e-06 internal_weight=0 13177 13156 13133 12928 205 106 12907 12873 internal_count=13283 13177 13156 13133 12928 205 106 12907 12873 cat_boundaries=0 4 8 cat_threshold=0 16384 6291456 32 0 2097152 655616 32768 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=16 num_cat=0 split_feature=10 12 11 9 14 13 13 5 9 11 14 9 9 11 12 split_gain=36439.4 11608.9 10816.7 6288.42 8661.84 8367.43 10980 6246.46 5854.59 2302.13 411.918 276.97 241.692 54.1758 17.6918 threshold=267.13384000000002 160.17520000000005 95.142500000000013 39.071000000000012 92.090000000000018 214.15000000000003 89.585000000000008 13.237000000000004 181.50000000000003 267.13384000000002 238.56750000000002 52.805000000000007 267.95700000000005 184.96521500000003 246.67500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 13 -6 -5 -10 -4 -3 right_child=-2 14 9 7 10 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=0.0016272968302026281 0.38932488928238551 -0.17743528676033019 -0.10072155677459456 -0.065491684593003377 -0.10933548575639725 -0.18890653693157697 0.23047395002274285 0.10059888112545014 -0.15880167100902484 -0.22024584057927132 -0.17204069766131316 -0.027417337819933892 -0.20516367202455346 -0.077981016457080846 -0.16413421678543091 leaf_weight=12921 24 20 22 29 20 23 21 20 23 20 22 56 22 20 20 leaf_count=12921 24 20 22 29 20 23 21 20 23 20 22 56 22 20 20 internal_value=0 -0.000682608 -0.000167887 0.000453075 0.00119549 0.00165996 0.00199863 -0.0639246 -0.0892359 -0.131942 -0.142181 -0.0404074 -0.181468 -0.0898927 -0.170785 internal_weight=0 13259 13219 13157 13007 12965 12942 150 130 62 42 85 45 42 40 internal_count=13283 13259 13219 13157 13007 12965 12942 150 130 62 42 85 45 42 40 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=12 num_cat=2 split_feature=25 3 25 6 26 26 8 5 6 14 6 split_gain=29711.3 25462.3 30490.6 29523.4 22030.8 16633.9 12043.4 11131.1 13308.6 11055.9 278.6 threshold=0 344.25000000000006 1 29.757000000000005 2022.5000000000002 2022.5000000000002 269.79925000000003 274.59975000000003 228.18750000000003 182.65800000000004 274.22475000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=4 2 3 5 -1 -2 7 8 9 -4 -10 right_child=1 -3 6 -5 -6 -7 -8 -9 10 -11 -12 leaf_value=0.033186568351406043 -0.05024898784404451 0.3189488052368164 0.001471054556905664 0.23901497802734376 0.29680778485829712 -0.1913609763080219 0.22589672247568768 0.22641709891232575 -0.15187781658023597 0.22091614370760709 -0.20402823218721011 leaf_weight=66 176 25 12681 25 61 159 24 22 20 23 21 leaf_count=66 176 25 12681 25 61 159 24 22 20 23 21 internal_value=0 0.000113373 -0.000492645 -0.0899861 0.148143 -0.117225 0.00209484 0.00167577 0.00128783 0.00186835 -0.178589 internal_weight=0 13176 13151 360 127 335 12791 12767 12745 12704 41 internal_count=13303 13176 13151 360 127 335 12791 12767 12745 12704 41 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 544 16384 80 2097152 32768 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=9 num_cat=0 split_feature=3 10 4 0 9 6 10 6 split_gain=18512.3 27311.8 21669.8 14810.4 10469.9 7182.48 15167.2 5466.38 threshold=344.25000000000006 282.93750000000006 333.3454000000001 355.00000000000006 279.07800000000003 223.36075000000002 211.12500000000003 269.79925000000003 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=0.0020645179196253482 0.26320287139327436 -0.36817110633850098 -0.30503357928732167 -0.25135772870934525 -0.22048700326964971 0.24353701988856 0.27102663335346039 0.039457139777817896 leaf_weight=13112 27 20 23 23 21 21 21 35 leaf_count=13112 27 20 23 23 21 21 21 35 internal_value=0 0.00108965 0.00164677 0.0021798 0.00262124 0.00297648 0.0024946 0.115987 internal_weight=0 13276 13256 13233 13210 13189 13133 56 internal_count=13303 13276 13256 13233 13210 13189 13133 56 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=16 num_cat=4 split_feature=25 25 3 24 26 2 5 7 26 25 7 5 5 26 2 split_gain=29151.1 24937.6 31830.6 31559.9 21622.7 9622.67 11414.5 13650.6 9157.55 8861.61 7665.57 2944.03 7999.61 807.553 717.539 threshold=0 1 344.25000000000006 2 2022.5000000000002 255.10500000000002 172.87500000000003 178.65425000000002 2022.5000000000002 3 239.51250000000002 228.56250000000003 280.57800000000003 2022.5000000000002 365.72000000000008 decision_type=9 9 2 1 2 2 2 2 2 9 2 2 2 2 2 left_child=4 3 5 13 -1 6 7 9 -5 -3 -9 -8 -13 -2 -7 right_child=1 2 -4 8 -6 14 11 10 -10 -11 -12 12 -14 -15 -16 leaf_value=0.032832884736584897 0.05104099354653989 -0.079268629747803201 0.37360627423162046 -0.14245629604215976 0.29400074808323973 0.11297125973484733 0.20996136064882631 -0.31583704566955567 -0.32418215495452546 0.0015919650250729937 -0.064728459004432928 -0.069537263631820681 0.20392011103422747 -0.0036578442833640357 0.19573136037588121 leaf_weight=66 53 127 23 54 61 22 27 20 57 12644 31 20 23 55 20 leaf_count=66 53 127 23 54 61 22 27 20 57 12644 31 20 23 55 20 internal_value=0 9.52436e-05 0.00192203 -0.103349 0.146723 0.00126256 0.000770243 7.49961e-05 -0.216289 0.000727032 -0.163202 0.12812 0.0767306 0.0212203 0.152381 internal_weight=0 13176 12957 219 127 12934 12892 12822 111 12771 51 70 43 108 42 internal_count=13303 13176 12957 219 127 12934 12892 12822 111 12771 51 70 43 108 42 cat_boundaries=0 4 8 9 11 cat_threshold=0 16384 524544 544 16384 16 2097152 32768 1133 0 64 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=16 num_cat=4 split_feature=25 25 3 24 26 2 5 7 26 25 7 5 5 26 2 split_gain=28571.2 24441 31197.2 30931.8 21192.4 9431.26 11187.4 13378.9 8975.31 8697.83 7513.03 2885.45 7840.42 791.483 703.259 threshold=0 1 344.25000000000006 2 2022.5000000000002 255.10500000000002 172.87500000000003 178.65425000000002 2022.5000000000002 3 239.51250000000002 228.56250000000003 280.57800000000003 2022.5000000000002 365.72000000000008 decision_type=9 9 2 1 2 2 2 2 2 9 2 2 2 2 2 left_child=4 3 5 13 -1 6 7 9 -5 -3 -9 -8 -13 -2 -7 right_child=1 2 -4 8 -6 14 11 10 -10 -11 -12 12 -14 -15 -16 leaf_value=0.032504556188077641 0.050530580754549997 -0.078533806593096167 0.36987020471821658 -0.14103173160994495 0.29106074715246921 0.1118415627154437 0.20786174738848651 -0.31267868328094484 -0.32094032999716304 0.0015760580069023803 -0.064081178184959203 -0.068841889262199404 0.20188091443932574 -0.0036212719137018378 0.19377404186129571 leaf_weight=66 53 127 23 54 61 22 27 20 57 12644 31 20 23 55 20 leaf_count=66 53 127 23 54 61 22 27 20 57 12644 31 20 23 55 20 internal_value=0 9.3702e-05 0.00190221 -0.102316 0.145256 0.00124934 0.000761938 7.36403e-05 -0.214127 0.000719153 -0.16157 0.126838 0.0759633 0.0210081 0.150857 internal_weight=0 13176 12957 219 127 12934 12892 12822 111 12771 51 70 43 108 42 internal_count=13303 13176 12957 219 127 12934 12892 12822 111 12771 51 70 43 108 42 cat_boundaries=0 4 8 9 11 cat_threshold=0 16384 524544 544 16384 16 2097152 32768 1133 0 64 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=13 num_cat=3 split_feature=25 25 3 26 5 2 7 25 26 7 5 5 split_gain=25928.1 23935.8 30583.1 16363.7 9680.58 12788.9 12871.9 8520.87 7590.85 7150.66 1909.9 5753.13 threshold=0 1 344.25000000000006 2022.5000000000002 172.87500000000003 255.10500000000002 178.65425000000002 2 2022.5000000000002 239.51250000000002 228.56250000000003 280.57800000000003 decision_type=9 9 2 2 2 2 2 9 2 2 2 2 left_child=3 8 4 -1 5 6 7 -3 -2 -8 -6 -12 right_child=1 2 -4 -5 10 -7 9 -9 -10 -11 11 -13 leaf_value=0.03275302486060417 -0.045684270557956159 -0.077805787891040756 0.36617150306701662 0.24448909006706657 0.1838519693303991 0.18136314150614616 -0.30596856927871707 0.0014854467311324097 -0.16346286760643125 -0.063440371191790024 -0.048247313141822817 0.18139807581901551 leaf_weight=73 107 127 23 73 27 39 20 12627 112 31 20 24 leaf_count=73 107 127 23 73 27 39 20 12627 112 31 20 24 internal_value=0 5.14798e-05 0.00184383 0.129735 0.00119643 0.000552736 2.04408e-06 0.000636051 -0.101293 -0.158549 0.117642 0.0770138 internal_weight=0 13157 12938 146 12915 12844 12805 12754 219 51 71 44 internal_count=13303 13157 12938 146 12915 12844 12805 12754 219 51 71 44 cat_boundaries=0 4 8 10 cat_threshold=0 49152 524544 32 16384 16 2097152 32768 0 64 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=12 num_cat=3 split_feature=4 25 26 8 6 25 26 5 5 25 5 split_gain=43618.6 32607.5 29351.9 24235.5 18621.1 16310.3 13848 11910.3 6660.6 7641.72 3089.98 threshold=365.72000000000008 0 2022.5000000000002 312.55000000000013 316.3010000000001 1 2022.5000000000002 107.74244000000002 97.70750000000001 2 280.57800000000003 decision_type=2 9 2 2 2 9 2 2 2 9 2 left_child=1 2 -1 4 5 6 -3 -8 9 -7 -10 right_child=-2 3 -4 -5 -6 8 7 -9 10 -11 -12 leaf_value=0.023897740887968161 -0.43519601531650709 -0.0098732983072598781 0.35244072911831048 0.33861895788283575 0.27692238370577499 0.014712723701924056 -0.16249367375431523 0.096804117619991303 -0.12077420456842942 -0.0036444810777231692 0.01849529266357422 leaf_weight=57 23 192 52 21 24 2948 155 20 66 9707 21 leaf_count=57 23 192 52 21 24 2948 155 20 66 9707 21 internal_value=0 0.000665327 0.165455 -0.000825346 -0.00136875 -0.00187825 -0.0667006 -0.13286 4.11008e-05 0.000640602 -0.0871574 internal_weight=0 13263 109 13154 13133 13109 367 175 12742 12655 87 internal_count=13286 13263 109 13154 13133 13109 367 175 12742 12655 87 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 256 2162752 0 32768 16921 138969752 571415552 512 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=14 num_cat=4 split_feature=4 25 4 25 1 7 0 3 24 25 0 3 0 split_gain=42750.6 31958.5 21096.9 13792.1 15012.4 14166.1 12924.6 11197.9 9931.84 9729.99 2570.24 855.944 499.289 threshold=365.72000000000008 0 279.07800000000003 1 157.57350000000002 18.585000000000004 200.13000000000002 219.40000000000003 2 3 338.28750000000008 279.07800000000003 259.57500000000005 decision_type=2 9 2 9 2 2 2 2 1 9 2 2 2 left_child=1 -1 3 4 5 8 7 9 -3 -5 12 -9 -8 right_child=-2 2 -4 6 -6 -7 10 11 -10 -11 -12 -13 -14 leaf_value=0.16379998874701873 -0.43084405567335049 0.015869834171247113 0.31588543029058552 0.032350831365065946 0.20539390677213668 -0.32197006182237103 -0.12157850557757963 -0.11192060629526773 -0.097372372491986728 -0.00070474207917583468 -0.22946878814697264 -0.19594927657734265 -0.058426512593314765 leaf_weight=109 23 119 21 954 20 22 31 27 221 11676 20 22 21 leaf_count=109 23 119 21 954 20 22 31 27 221 11676 20 22 21 internal_value=0 0.000658757 -0.000817008 -0.00132405 -0.0597481 -0.0760474 0.000472736 0.00123179 -0.0601347 0.00181715 -0.133129 -0.149648 -0.0960748 internal_weight=0 13263 13154 13133 382 362 12751 12679 340 12630 72 49 52 internal_count=13286 13263 13154 13133 382 362 12751 12679 340 12630 72 49 52 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 2113792 32 256 65600 2147483648 32768 330 16904 557072 38537216 512 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=16 num_cat=3 split_feature=4 25 26 4 25 26 0 0 3 25 1 0 3 5 0 split_gain=41900.1 31375.6 28767.8 20677.1 13527.1 20140.7 13132.7 12667.4 10975.1 9538.32 6415.71 2519.09 838.911 529.619 489.353 threshold=365.72000000000008 0 2022.5000000000002 279.07800000000003 1 2022.5000000000002 18.636012500000003 200.13000000000002 219.40000000000003 2 11.555000000000001 338.28750000000008 279.07800000000003 10.750500000000001 259.57500000000005 decision_type=2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 8 9 -6 13 14 -10 -7 -9 right_child=-2 3 -4 -5 7 10 -8 11 12 -11 -12 -13 -14 -15 -16 leaf_value=0.022020757293099897 -0.42653561343317448 -0.017134964740139313 0.34727834055056939 0.31272657031104678 0.032030679223695728 -0.14792670672467981 0.25344061881303787 -0.12036272164314024 -0.11080139990206118 -0.00069770064661208385 0.034828613400459292 -0.22717410373687746 -0.19398978796872224 -0.20161358515421551 -0.057842248621441071 leaf_weight=57 23 174 52 21 954 147 20 31 27 11676 20 20 22 21 21 leaf_count=57 23 174 52 21 954 147 20 31 27 11676 20 20 22 21 21 internal_value=0 0.000653029 0.1623 -0.000809217 -0.00131118 -0.0591715 0.0107594 0.000468256 0.00121972 0.00179923 -0.134482 -0.131797 -0.148151 -0.154638 -0.0951141 internal_weight=0 13263 109 13154 13133 382 194 12751 12679 12630 188 72 49 168 52 internal_count=13286 13263 109 13154 13133 382 194 12751 12679 12630 188 72 49 168 52 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 256 65600 2147483648 32768 16904 557072 38537216 512 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=13 num_cat=3 split_feature=4 25 26 8 6 25 26 5 5 25 5 0 split_gain=41066.3 30751.2 28195.3 23700.5 18142.1 15619 13347.1 11612.1 6532.09 7355.53 3011.29 1403.31 threshold=365.72000000000008 0 2022.5000000000002 312.55000000000013 316.3010000000001 1 2022.5000000000002 107.74244000000002 97.70750000000001 2 280.57800000000003 11.177000000000001 decision_type=2 9 2 2 2 9 2 2 2 9 2 2 left_child=1 2 -1 4 5 6 11 -8 9 -7 -10 -3 right_child=-2 3 -4 -5 -6 8 7 -9 10 -11 -12 -13 leaf_value=0.021800559523858523 -0.42227025944253677 -0.00026011977084847387 0.3438055335673002 0.33487584613618399 0.27335053682327271 0.01443687237182379 -0.1594814132615443 0.096549693048000332 -0.11950213502753865 -0.0035733103346291596 0.017982587814331055 -0.088761003971099858 leaf_weight=57 23 172 52 21 24 2948 155 20 66 9707 21 20 leaf_count=57 23 172 52 21 24 2948 155 20 66 9707 21 20 internal_value=0 0.000646735 0.160677 -0.000800887 -0.00133825 -0.00184115 -0.0652748 -0.130221 3.70848e-05 0.000630771 -0.0863162 -0.00947896 internal_weight=0 13263 109 13154 13133 13109 367 175 12742 12655 87 192 internal_count=13286 13263 109 13154 13133 13109 367 175 12742 12655 87 192 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 256 2162752 0 32768 16921 138969752 571415552 512 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=16 num_cat=3 split_feature=4 25 26 4 25 26 0 0 3 25 2 3 0 3 0 split_gain=40249.1 30139.2 27634.2 20208.6 13106 19578.7 12922.7 12416.6 10758.7 9248.08 2492.24 8511.49 2465.66 821.682 478.765 threshold=365.72000000000008 0 2022.5000000000002 279.07800000000003 1 2022.5000000000002 18.636012500000003 200.13000000000002 219.40000000000003 2 71.845000000000013 10.750500000000001 338.28750000000008 279.07800000000003 259.57500000000005 decision_type=2 9 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 8 9 -6 11 -7 14 -10 -9 right_child=-2 3 -4 -5 7 10 -8 12 13 -11 -12 -13 -14 -15 -16 leaf_value=0.021582547299433173 -0.41804756060890536 -0.016961179218073 0.34036748442512293 0.3091708646501814 0.031548165325616405 -0.14755843526696505 0.25144237652420998 -0.11916886952615553 -0.10971997649581344 -0.00067842802443579358 -0.23801580381393433 0.063435358946973622 -0.22484690666198731 -0.192049712267789 -0.057328426781154816 leaf_weight=57 23 174 52 21 954 146 20 31 27 11676 20 22 20 22 21 leaf_count=57 23 174 52 21 954 146 20 31 27 11676 20 22 20 22 21 internal_value=0 0.000640349 0.15907 -0.000792796 -0.00128904 -0.0582415 0.0107093 0.000462481 0.00120647 0.00178023 -0.132491 -0.119928 -0.130487 -0.146684 -0.0941948 internal_weight=0 13263 109 13154 13133 382 194 12751 12679 12630 188 168 72 49 52 internal_count=13286 13263 109 13154 13133 382 194 12751 12679 12630 188 168 72 49 52 cat_boundaries=0 4 8 12 cat_threshold=0 16384 2113792 32 256 65600 2147483648 32768 16904 557072 38537216 512 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=13 num_cat=2 split_feature=25 10 2 26 11 25 4 6 6 5 6 11 split_gain=36102.2 34459.4 22997.1 14098.2 8396.36 9507.63 45021.6 46922 6590.21 16224.8 3922.75 1026.75 threshold=0 279.07800000000003 285.62500000000006 2022.5000000000002 92.090000000000018 1 29.205000000000002 29.757000000000005 121.76350000000002 231.75000000000003 274.22475000000003 206.70431000000005 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 9 -7 -10 -6 right_child=1 -3 -4 -5 11 8 -8 -9 10 -11 -12 -13 leaf_value=-0.054771048319949348 -0.0020419608172849179 0.3892270801378333 -0.25791906079825233 -0.23277471272150674 -0.072635423285620546 0.0025395405284175049 0.42250516192118326 0.46189144010129185 -0.12972413620787362 -0.21620901914203872 0.029076713579041617 -0.1561760921259561 leaf_weight=88 418 23 34 90 28 12379 30 23 60 34 21 31 leaf_count=88 418 23 34 90 28 12379 30 23 60 34 21 31 internal_value=0 0.00249529 0.00181602 -0.137072 0.00249408 0.00303572 0.0466634 0.0221541 0.00135261 0.00194037 -0.0885535 -0.11653 internal_weight=0 13081 13058 178 13024 12965 471 441 12494 12413 81 59 internal_count=13259 13081 13058 178 13024 12965 471 441 12494 12413 81 59 cat_boundaries=0 4 8 cat_threshold=0 2121728 256 32 67109120 65600 1113587712 32768 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=11 num_cat=1 split_feature=25 2 9 26 7 3 15 15 7 15 split_gain=33760.7 32620.1 27505.4 12480 9467.37 16254.8 9093.59 34300.2 7263.38 4147.39 threshold=0 293.85000000000008 282.93750000000006 2022.5000000000002 211.12500000000003 272.07425000000006 33.729000000000013 27.749250000000004 263.60184000000004 46.655499999999996 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 -6 -8 right_child=1 -3 -4 -5 8 -7 9 -9 -10 -11 leaf_value=-0.051814798722141675 0.0027380864034501767 -0.31637792428955436 0.37385211938619611 -0.21226062264707352 0.28485486292839052 -0.21950114929314815 -0.22827466404438021 0.41718790507316594 0.048322292167592693 -0.061993977736992147 leaf_weight=95 12823 32 20 99 20 33 20 20 37 60 leaf_count=95 12823 32 20 99 20 33 20 20 37 60 internal_value=0 0.00250582 0.0032907 -0.127138 0.00272117 0.00215542 0.00272144 0.0033835 0.131316 -0.103564 internal_weight=0 13065 13033 194 13013 12956 12923 12843 57 80 internal_count=13259 13065 13033 194 13013 12956 12923 12843 57 80 cat_boundaries=0 4 cat_threshold=0 2121728 256 16416 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=13 num_cat=2 split_feature=25 10 2 26 11 25 4 6 6 5 6 11 split_gain=33088.8 33719.2 22043.7 12231.6 8263.12 9291.08 44131.4 45973.4 6469.45 15907 3848.42 1009.94 threshold=0 279.07800000000003 285.62500000000006 2022.5000000000002 92.090000000000018 1 29.205000000000002 29.757000000000005 121.76350000000002 231.75000000000003 274.22475000000003 206.70431000000005 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 9 -7 -10 -6 right_child=1 -3 -4 -5 11 8 -8 -9 10 -11 -12 -13 leaf_value=-0.051296649148246568 -0.0020797021475812182 0.38503613720769464 -0.25248615815359005 -0.21013801786634659 -0.072068988893713271 0.0025218697531162503 0.41824390761057539 0.45714008704475739 -0.12851217053023478 -0.2140743071191451 0.028776800157058809 -0.15492325738072396 leaf_weight=95 418 23 34 99 28 12363 30 23 60 34 21 31 leaf_count=95 418 23 34 99 28 12363 30 23 60 34 21 31 internal_value=0 0.00248076 0.00180801 -0.125867 0.00247268 0.00301067 0.0461377 0.0218705 0.00134473 0.00192783 -0.0877335 -0.115603 internal_weight=0 13065 13042 194 13008 12949 471 441 12478 12397 81 59 internal_count=13259 13065 13042 194 13008 12949 471 441 12478 12397 81 59 cat_boundaries=0 4 8 cat_threshold=0 2121728 256 16416 67109120 65600 1113587712 32768 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=14 num_cat=6 split_feature=25 10 2 26 11 25 24 8 26 24 25 25 11 split_gain=32430.4 33048.2 21605.1 11988.2 8098.69 9106.19 42707.6 10435.1 7787.81 6377.34 26290 16820.8 989.846 threshold=0 279.07800000000003 285.62500000000006 2022.5000000000002 92.090000000000018 1 2 11.177000000000001 2022.5000000000002 3 4 5 206.70431000000005 decision_type=9 2 2 2 2 9 1 2 2 1 9 9 2 left_child=3 2 4 -1 5 6 8 -8 -2 10 -7 -11 -6 right_child=1 -3 -4 -5 12 9 7 -9 -10 11 -12 -13 -14 leaf_value=-0.050783684410546953 0.14589592603214999 0.38118577252263608 -0.24996129731921587 -0.2080366366409292 -0.071348300895520619 0.063863295352071608 0.0046419940851959432 -0.22012367497790944 0.31348076100702638 -0.082129563757258911 0.00087019464026863588 -0.0022715844022205066 -0.15337402447457277 leaf_weight=95 57 23 34 99 28 744 338 22 54 266 5476 5992 31 leaf_count=95 57 23 34 99 28 744 338 22 54 266 5476 5992 31 internal_value=0 0.00245595 0.00178993 -0.124608 0.00244795 0.00298056 0.0456763 -0.00884791 0.208628 0.00133128 0.00849548 -0.00579161 -0.114447 internal_weight=0 13065 13042 194 13008 12949 471 360 111 12478 6220 6258 59 internal_count=13259 13065 13042 194 13008 12949 471 360 111 12478 6220 6258 59 cat_boundaries=0 4 8 9 10 14 18 cat_threshold=0 2121728 256 16416 67109120 65600 1113587712 32768 2057 1111 134234633 16 2164392960 512 16385 16 16908288 512 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=11 num_cat=2 split_feature=25 10 2 26 7 4 3 25 7 4 split_gain=31784.9 32390.6 21175.1 11749.7 9475.2 13197.4 14181.9 17667.5 7235.4 937.238 threshold=0 279.07800000000003 285.62500000000006 2022.5000000000002 174.00000000000003 233.80500000000004 272.07425000000006 1 255.10500000000002 293.85000000000008 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=3 2 4 -1 5 6 7 -2 -6 -7 right_child=1 -3 -4 -5 8 9 -8 -9 -10 -11 leaf_value=-0.050275844606129744 0.1231749288897869 0.37737390559652573 -0.24746168428484133 -0.20595627072483602 0.22265769004821778 -0.11672804373961229 -0.22239204338618687 0.0017618207434759636 0.02307592040548722 -0.20248182830810546 leaf_weight=95 111 23 34 99 34 26 28 12745 39 25 leaf_count=95 111 23 34 99 34 26 28 12745 39 25 internal_value=0 0.00243124 0.00177188 -0.123362 0.00242332 0.00178216 0.00241767 0.0029073 0.116032 -0.158764 internal_weight=0 13065 13042 194 13008 12935 12884 12856 73 51 internal_count=13259 13065 13042 194 13008 12935 12884 12856 73 51 cat_boundaries=0 4 8 cat_threshold=0 2121728 256 16416 0 0 1080033280 32768 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=17 num_cat=4 split_feature=25 25 10 1 24 1 25 14 11 10 3 26 26 26 26 26 split_gain=22393.3 19133.1 53193.3 27727.3 14008.3 11456.8 8176.66 8148.77 8071.99 15779.2 12465.4 5330.82 1608.32 569.22 155.762 43.8564 threshold=0 1 115.96500000000002 148.98750000000004 2 228.56250000000003 3 182.65800000000004 135.58975000000004 233.43000000000004 228.18750000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 1 2 9 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 15 7 13 8 9 10 -3 -1 -7 -6 -8 -2 right_child=1 5 -4 -5 6 12 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.070930716022849088 0.0027661471435989162 0.0016905715424512179 0.43377405632109872 0.23316829504790129 -0.15547974289547314 -0.079516087491065271 -0.070029267692565927 -0.18333676755428316 0.15062899659905168 -0.27998670995235442 -0.17296030195747936 0.19999979477375746 -0.19453669696084916 -0.18684926029233659 -0.049509621166611374 -0.0086807428873502297 leaf_weight=64 69 12534 21 27 110 20 75 24 36 20 41 64 31 122 73 65 leaf_count=64 69 12534 21 27 110 20 75 24 36 20 41 64 31 122 73 65 internal_value=0 -0.00239744 -0.0589744 -0.0791915 -0.0955995 0.000149427 -0.125038 0.000752357 0.00110214 0.000674753 0.00112113 0.125649 -0.149431 -0.164869 -0.0561164 -0.00259295 internal_weight=0 13268 562 541 514 12706 380 12655 12631 12595 12575 128 51 232 148 134 internal_count=13396 13268 562 541 514 12706 380 12655 12631 12595 12575 128 51 232 148 134 cat_boundaries=0 3 7 8 11 cat_threshold=67108864 16384 131328 256 2097216 17563648 512 82 256 64 17301504 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=21 num_cat=4 split_feature=25 25 10 1 24 1 0 0 3 3 4 26 25 26 26 26 26 0 26 3 split_gain=21947.7 18752.4 52134.7 27175.6 13729.5 11228.8 8782.99 29767.9 13733.1 13712.9 12541.8 9832.54 8013.95 5224.74 1576.32 557.893 152.663 82.728 42.9836 9.48167 threshold=0 1 115.96500000000002 148.98750000000004 2 228.56250000000003 176.53925000000004 217.36500000000004 230.65000000000003 131.43000000000004 243.26250000000002 2022.5000000000002 3 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 284.98750000000007 2022.5000000000002 293.85000000000008 decision_type=9 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=13 2 3 4 18 6 8 -8 9 10 -3 -9 15 -1 -7 -6 -14 -13 -2 -10 right_child=1 5 -4 -5 12 14 7 11 19 -11 -12 17 16 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.070221412591636181 0.0027384790475817695 0.00056863772854743005 0.4294363204638163 0.23083660805666889 -0.15392494589632208 -0.078720926987007264 0.40915238629216732 0.16706156337261199 -0.18757843136787414 0.20122162478044631 -0.22363571929931642 -0.1188782508969307 -0.069328976631164552 0.19799980293959379 -0.19259133309606583 -0.18498076859922682 -0.04901452337838199 -0.09011578249931336 -0.0085939379288600039 -0.17795766444433306 leaf_weight=64 69 12472 21 27 110 20 23 20 20 34 25 20 75 64 31 122 73 20 65 21 leaf_count=64 69 12472 21 27 110 20 23 20 20 34 25 20 75 64 31 122 73 20 65 21 internal_value=0 -0.00237347 -0.0583847 -0.0783996 -0.0946435 0.000147933 0.000744833 0.103275 6.79297e-05 0.000665764 0.000120121 -0.0139775 -0.123788 0.124392 -0.147936 -0.163221 -0.0555553 -0.104497 -0.00256702 -0.182651 internal_weight=0 13268 562 541 514 12706 12655 83 12572 12531 12497 60 380 128 51 232 148 40 134 41 internal_count=13396 13268 562 541 514 12706 12655 83 12572 12531 12497 60 380 128 51 232 148 40 134 41 cat_boundaries=0 3 7 8 11 cat_threshold=67108864 16384 131328 256 2097216 17563648 512 82 256 64 17301504 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=20 num_cat=3 split_feature=25 25 10 1 4 25 1 0 0 3 3 4 26 26 26 26 2 0 3 split_gain=21510.9 18379.2 51097.2 26634.8 13416.8 14025.6 11005.4 8608.21 29175.5 13459.8 13440 12292.2 9636.88 5120.77 4003.57 1544.95 973.044 81.0816 9.29298 threshold=0 1 115.96500000000002 148.98750000000004 29.205000000000002 2 228.56250000000003 176.53925000000004 217.36500000000004 230.65000000000003 131.43000000000004 243.26250000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 1.1528500000000002 284.98750000000007 293.85000000000008 decision_type=9 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 5 16 7 9 -9 10 11 -3 -10 -1 -7 -8 -2 -14 -11 right_child=1 6 -4 -5 -6 14 15 8 12 18 -12 -13 17 -15 -16 -17 -18 -19 -20 leaf_value=0.069519202746450903 -0.051748711399706528 0.00056295134727362209 0.4251419546490624 0.22852824846903486 0.12328590348914817 -0.13510574027603747 -0.077933715628460049 0.40506086888520615 0.16539095330238343 -0.18570264363288877 0.19920941358103472 -0.22139935951232911 -0.11768946850299836 0.1960198087664321 -0.22557223007082938 -0.19066541470827594 -0.12402787256240845 -0.089214628696441645 -0.17617808773404076 leaf_weight=64 271 12472 21 27 27 102 20 23 20 20 34 25 20 64 94 31 20 20 21 leaf_count=64 271 12472 21 27 27 102 20 23 20 20 34 25 20 64 94 31 20 20 21 internal_value=0 -0.00234973 -0.0578008 -0.0776156 -0.0936971 -0.105727 0.000146454 0.000737385 0.102243 6.72504e-05 0.000659107 0.00011892 -0.0138377 0.123149 -0.169828 -0.146457 -0.0548321 -0.103452 -0.180824 internal_weight=0 13268 562 541 514 487 12706 12655 83 12572 12531 12497 60 128 196 51 291 40 41 internal_count=13396 13268 562 541 514 487 12706 12655 83 12572 12531 12497 60 128 196 51 291 40 41 cat_boundaries=0 3 7 11 cat_threshold=67108864 16384 131328 256 2097216 17563648 512 0 2097152 17039360 512 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=20 num_cat=6 split_feature=25 25 10 1 24 1 0 0 10 26 25 24 2 25 26 26 26 26 26 split_gain=21364 17952.2 50080.4 26104.7 13479 11001.8 8962.26 28039.6 12501.7 9197.66 8301.52 38536 9619.3 7740.4 5915.15 1672.76 533.737 149.948 40.5149 threshold=0 1 115.96500000000002 148.98750000000004 2 228.56250000000003 176.53925000000004 217.36500000000004 239.51250000000002 2022.5000000000002 3 4 154.53520000000003 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 1 2 2 2 2 2 9 1 2 9 2 2 2 2 2 left_child=14 2 3 4 18 6 8 -8 10 -9 11 -3 -12 16 -1 -7 -6 -15 -2 right_child=1 5 -4 -5 13 15 7 9 -10 -11 12 -13 -14 17 -16 -17 -18 -19 -20 leaf_value=0.057994758929643363 0.0035410771853681923 0.1255877024118717 0.42089053585415798 0.22624295561401933 -0.15132864598794415 -0.077154380358755589 0.40101024461829143 0.16373703551292418 -0.24986344754695894 -0.10002812700393873 -0.0018588929069993116 -0.047125790654699469 0.14797667114540589 -0.068200404183069871 0.18488978183666865 -0.19522086385885876 -0.18170470811793063 -0.048067369290614781 -0.0074611029624938961 leaf_weight=72 69 250 21 27 110 20 23 20 20 39 11991 251 43 75 75 30 122 73 65 leaf_count=72 69 250 21 27 110 20 23 20 20 39 11991 251 43 75 75 30 122 73 65 internal_value=0 -0.00242142 -0.0572228 -0.0768395 -0.0927601 4.92935e-05 0.000635087 0.10484 -4.55026e-05 -0.0106162 0.00035309 0.0398297 -0.0013224 -0.121636 0.114919 -0.147994 -0.160389 -0.054582 -0.00167109 internal_weight=0 13249 562 541 514 12687 12637 82 12555 59 12535 501 12034 380 147 50 232 148 134 internal_count=13396 13249 562 541 514 12687 12637 82 12555 59 12535 501 12034 380 147 50 232 148 134 cat_boundaries=0 4 8 9 13 14 17 cat_threshold=67108864 16384 131328 32 256 2097216 17563648 512 82 16385 16 1113604096 32768 3125 256 64 17301504 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=12 num_cat=0 split_feature=18 12 2 19 8 6 6 14 26 8 8 split_gain=13248.1 16368.8 13388 8381.67 8605.17 7520.15 16369.5 8437.32 5750.01 2376.95 2059.4 threshold=140.32000000000002 273.29900000000004 263.60184000000004 106.66800000000002 131.43000000000004 223.36075000000002 365.72000000000008 199.12500000000003 2022.5000000000002 274.22475000000003 223.50400000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -4 10 -6 right_child=-2 -3 8 -5 9 6 -8 -9 -10 -11 -12 leaf_value=-0.00022957043963221677 0.25614158904552464 -0.28039360409691222 -0.053143423467874533 0.1946114620295438 -0.11662602994177076 0.26498194151828364 -0.1019684066772461 -0.18055006394019493 -0.284984129615452 -0.19308768272399904 0.0079821353583108805 leaf_weight=13134 20 21 20 22 36 31 20 26 23 22 21 leaf_count=13134 20 21 20 22 36 31 20 26 23 22 21 internal_value=0 -0.00142326 -0.000984598 -0.00041555 -0.000738393 -0.000116146 0.12108 -0.000585827 -0.177151 -0.104795 -0.0707178 internal_weight=0 13376 13355 13312 13290 13211 51 13160 43 79 57 internal_count=13396 13376 13355 13312 13290 13211 51 13160 43 79 57 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=10 num_cat=4 split_feature=25 14 10 11 25 25 24 1 11 split_gain=17168.6 12005.7 33770.7 14152.2 11144.5 9795.08 20688.4 19876 1938.47 threshold=0 182.65800000000004 269.79925000000003 170.05500000000004 1 2 3 181.87500000000003 267.13384000000002 decision_type=9 2 2 2 9 9 1 2 2 left_child=-1 2 3 4 -2 6 -6 -7 -5 right_child=1 -3 -4 8 5 7 -8 -9 -10 leaf_value=0.11770636889219285 -0.091064041607252511 0.18491975470951627 -0.41114016187191016 -0.11785210019460431 0.067380652915591421 -0.002308804526324656 -0.0058690853986764551 0.24346530892632223 -0.2477438196502626 leaf_weight=115 121 35 20 27 657 11385 917 33 20 leaf_count=115 121 35 20 27 657 11385 917 33 20 internal_value=0 -4.27989e-05 -0.000534007 9.00149e-05 0.000710858 0.00163443 0.0249383 -0.00159708 -0.173125 internal_weight=0 13215 13180 13160 13113 12992 1574 11418 47 internal_count=13330 13215 13180 13160 13113 12992 1574 11418 47 cat_boundaries=0 3 6 10 11 cat_threshold=67108864 16384 256 0 0 16908288 134234120 2149679696 1114459136 33312 179 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=10 num_cat=3 split_feature=25 14 10 11 25 25 1 4 11 split_gain=16854.2 11766.8 33098.7 13870.5 10939.3 9605.61 18023.2 17508.1 1899.89 threshold=0 182.65800000000004 269.79925000000003 170.05500000000004 1 2 181.87500000000003 230.65000000000003 267.13384000000002 decision_type=9 2 2 2 9 9 2 2 2 left_child=-1 2 3 4 -2 7 -7 -6 -5 right_child=1 -3 -4 8 5 6 -8 -9 -10 leaf_value=0.11662347293049097 -0.090222916075291537 0.18307054574148995 -0.40702875757217405 -0.11667357856752697 0.027390966539553085 -0.0024824495390806619 0.23518014301429502 -0.22035574173105177 -0.24526637703925372 leaf_weight=115 121 35 20 27 1741 11190 32 29 20 leaf_count=115 121 35 20 27 1741 11190 32 29 20 internal_value=0 -4.25945e-05 -0.000528891 8.88901e-05 0.000703524 0.00161856 -0.00180314 0.0232008 -0.171394 internal_weight=0 13215 13180 13160 13113 12992 11222 1770 47 internal_count=13330 13215 13180 13160 13113 12992 11222 1770 47 cat_boundaries=0 3 6 10 cat_threshold=67108864 16384 256 0 0 16908288 134234121 2149679696 1114459136 33312 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=12 num_cat=2 split_feature=2 25 0 8 25 4 14 9 5 0 0 split_gain=39427.1 21438.2 16376.8 11982.4 10530.8 23012.5 14929.9 10336.4 10066.9 1225.6 504.795 threshold=355.00000000000006 0 217.36500000000004 269.79925000000003 1 219.40000000000003 67.162500000000009 21.531000000000002 231.75000000000003 290.58750000000009 241.78314000000003 decision_type=2 9 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 5 7 8 -3 -6 10 -4 right_child=-2 2 9 -5 6 -7 -8 -9 -10 -11 -12 leaf_value=0.10589651802258614 -0.38070575838839565 0.032941722271099934 -0.14953075097954791 0.22433988730112714 -0.0037937698941099347 -0.29736988392743197 0.21998399233818056 -0.10072108141705394 0.22075849771499634 -0.20103988187653676 -0.082528666691346605 leaf_weight=185 27 1619 23 24 11270 22 30 60 20 28 22 leaf_count=185 27 1619 23 24 11270 22 30 60 20 28 22 internal_value=0 0.00181584 0.00026709 0.00110313 0.000691663 0.0238149 -0.00280151 0.0281652 -0.00339598 -0.149095 -0.116774 internal_weight=0 13303 13118 13045 13021 1701 11320 1679 11290 73 45 internal_count=13330 13303 13118 13045 13021 1701 11320 1679 11290 73 45 cat_boundaries=0 3 7 cat_threshold=0 16448 256 205537289 2150138384 1110264832 33312 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=18 num_cat=4 split_feature=2 25 6 0 0 25 25 13 20 14 25 9 6 26 26 0 0 split_gain=38642.7 21078 57510.7 13579.6 11685.6 16286.5 7503.02 12985.8 10771.5 8067.38 11918.9 7398.9 7109.84 3591.93 1036.03 935.32 443.941 threshold=355.00000000000006 0 29.757000000000005 217.36500000000004 6.3720000000000008 1 2 123.84500000000003 41.990000000000009 67.162500000000009 3 148.98750000000004 53.153000000000013 2022.5000000000002 2022.5000000000002 290.58750000000009 241.78314000000003 decision_type=2 9 2 2 2 9 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 6 5 14 7 11 9 10 -8 12 -3 -7 -1 16 -5 right_child=-2 3 -4 15 -6 13 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.019284515404233746 -0.3768986990247612 0.017809872607538337 0.57219530062241986 -0.1460821235179901 -0.1506269930090223 0.10116126195503734 -0.10663898286566272 0.26300778071085612 0.21259406587351923 0.17535749487876892 -0.0033436820802352296 -0.16522452140631885 -0.079119543375399629 0.20139770435338672 -0.027545245982367884 -0.19082488555908203 -0.08105898800350371 leaf_weight=102 27 2538 22 21 28 78 103 21 23 25 10041 23 78 66 88 25 21 leaf_count=102 27 2538 22 21 28 78 103 21 23 25 10041 23 78 66 88 25 21 internal_value=0 0.00179848 0.0738493 -0.000399985 0.0456031 0.0620535 0.000339961 0.0152633 -0.00356635 -0.00405877 -0.00450094 0.0133497 0.0149198 0.137551 -0.00228481 -0.142397 -0.113571 internal_weight=0 13303 384 12919 362 334 12852 2660 10192 10169 10144 2639 2616 144 190 67 42 internal_count=13330 13303 384 12919 362 334 12852 2660 10192 10169 10144 2639 2616 144 190 67 42 cat_boundaries=0 4 6 10 13 cat_threshold=67108864 2113600 256 32 67108864 64 138429449 2281808400 3261946880 33280 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=13 num_cat=5 split_feature=2 25 0 8 25 24 25 25 5 6 0 0 split_gain=37873.5 20825.5 15739.4 11727.4 10128.1 30495.8 45380.1 34481.8 12198.1 10639.9 1181 485.506 threshold=355.00000000000006 0 217.36500000000004 269.79925000000003 1 2 3 4 223.36075000000002 206.27675000000002 290.58750000000009 241.78314000000003 decision_type=2 9 2 2 9 1 9 9 2 2 2 2 left_child=1 -1 3 4 5 6 -3 -7 9 -6 11 -4 right_child=-2 2 10 -5 8 7 -8 -9 -10 -11 -12 -13 leaf_value=0.1043624009169065 -0.37312971638308634 0.013273414081479071 -0.14657067521758702 0.22192137479782104 -0.0027271037246952524 -0.16396201097555743 0.18008368222933474 0.010055278364139924 0.21358944122607892 -0.17989428184104753 -0.19716430817331587 -0.080861166282133634 leaf_weight=185 27 466 23 24 11260 121 247 867 26 34 28 22 leaf_count=185 27 466 23 24 11260 121 247 867 26 34 28 22 internal_value=0 0.00177967 0.000253221 0.00107282 0.000665758 0.0233426 0.0727519 -0.0126859 -0.00275995 -0.00326046 -0.146174 -0.114446 internal_weight=0 13303 13118 13045 13021 1701 713 988 11320 11294 73 45 internal_count=13330 13303 13118 13045 13021 1701 713 988 11320 11294 73 45 cat_boundaries=0 3 7 8 10 14 cat_threshold=0 16448 256 205537289 2150138384 1110264832 33312 181 201342985 2150105600 0 32768 36241408 32768 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=10 num_cat=1 split_feature=25 4 4 3 3 10 2 26 3 split_gain=27361.1 20433.1 27811.5 10828.9 12556.1 18251.6 11469.5 864.963 371.823 threshold=0 365.72000000000008 263.60184000000004 344.25000000000006 216.24000000000004 267.13384000000002 279.07800000000003 2022.5000000000002 243.26250000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=0.11872275026538703 0.00024801730026520697 -0.30396638176657936 0.35629923072728248 -0.21177038709322613 0.19832259723118373 -0.30159289455413818 0.18415609193198823 0.1669985237121582 0.14070445915063223 leaf_weight=79 12978 22 22 24 21 20 34 70 24 leaf_count=79 12978 22 22 24 21 20 34 70 24 internal_value=0 0.000536582 0.00104747 0.000450913 0.000840399 0.000264596 0.000728564 0.132509 0.167593 internal_weight=0 13145 13123 13101 13077 13032 13012 149 45 internal_count=13294 13145 13123 13101 13077 13032 13012 149 45 cat_boundaries=0 3 cat_threshold=0 16384 16777472 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=10 num_cat=2 split_feature=25 4 4 6 5 8 25 6 26 split_gain=26816.7 20026.5 27258 9875.53 18320.3 12502.4 8574.57 8242.49 847.75 threshold=0 365.72000000000008 263.60184000000004 223.36075000000002 285.62500000000006 269.79925000000003 1 274.22475000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 right_child=1 -3 -4 7 -6 -7 -8 -9 -10 leaf_value=0.11753551706483092 0.082708223781758738 -0.30092673388394442 0.35273623027584772 0.28993075560955772 -0.28844645966183058 0.22839890400568647 -0.00084694486635415907 0.03795349684160422 0.16532854134695871 leaf_weight=79 114 22 22 21 22 24 12886 34 70 leaf_count=79 114 22 22 21 22 24 12886 34 70 internal_value=0 0.000531216 0.001037 0.000446404 -0.000117326 0.000369717 -5.12601e-05 0.134163 0.131184 internal_weight=0 13145 13123 13101 13046 13024 13000 55 149 internal_count=13294 13145 13123 13101 13046 13024 13000 55 149 cat_boundaries=0 3 7 cat_threshold=0 16384 16777472 16384 0 33685504 32800 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=15 num_cat=3 split_feature=25 3 3 6 8 9 3 25 6 25 9 26 9 26 split_gain=26282.7 16895.5 20795.1 14546 18511.4 10952 10602.9 9207.71 6744.56 6384.32 2682.74 830.88 786.49 266.287 threshold=0 216.24000000000004 365.72000000000008 223.36075000000002 269.79925000000003 86.532000000000025 272.07425000000006 1 344.25000000000006 2 257.43900000000002 2022.5000000000002 201.71813100000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=11 3 6 4 5 7 -3 13 -5 -9 12 -1 -7 -2 right_child=1 2 -4 8 -6 10 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.1163601578941828 0.07904738045696702 0.13757034670922064 -0.11511091073354086 0.2715970432159624 0.29566146214803057 -0.10849455071985721 0.42462019486860797 -0.036940194497303083 0.045619247055053706 -0.0001325726165872034 -0.20875063798644328 0.16367525809151787 -0.036995002657175063 0.11017032542714367 leaf_weight=79 56 31 21 28 21 40 22 480 25 12320 22 70 25 54 leaf_count=79 56 31 21 28 21 40 22 480 25 12320 22 70 25 54 internal_value=0 0.000526526 0.151203 -0.000326107 -0.000999212 -0.00147854 0.256723 -0.000724978 0.165004 -0.00154062 -0.113301 0.129872 -0.0809947 0.0864654 internal_weight=0 13145 74 13071 13018 12997 53 12910 53 12800 87 149 65 110 internal_count=13294 13145 74 13071 13018 12997 53 12910 53 12800 87 149 65 110 cat_boundaries=0 3 7 10 cat_threshold=0 16384 16777472 16384 0 33685504 32800 67109120 88 2359296 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=10 num_cat=1 split_feature=25 4 4 3 3 10 6 26 3 split_gain=25759.8 19646 26674.2 10621.3 11936.9 17907.5 18514.5 814.345 387.053 threshold=0 365.72000000000008 263.60184000000004 344.25000000000006 216.24000000000004 267.13384000000002 223.36075000000002 2022.5000000000002 243.26250000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=0.11519656259802323 -4.2530530719117417e-06 -0.29805941668423741 0.34893424326723271 -0.20973973035812379 0.19476491564796086 -0.29873662424087527 0.1967563269349436 0.16203848593575615 0.13597858409086863 leaf_weight=79 12964 22 22 24 21 20 48 70 24 leaf_count=79 12964 22 22 24 21 20 48 70 24 internal_value=0 0.000520979 0.00102193 0.000437694 0.000823429 0.000262004 0.000721578 0.128574 0.163412 internal_weight=0 13145 13123 13101 13077 13032 13012 149 45 internal_count=13294 13145 13123 13101 13077 13032 13012 149 45 cat_boundaries=0 3 cat_threshold=0 16384 16777472 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=11 num_cat=1 split_feature=25 4 8 6 5 3 10 26 6 26 split_gain=25079.1 19237.2 27356.1 14618.3 20577.5 19524.1 8637.13 6921.35 4852.21 2380.86 threshold=0 365.72000000000008 285.62500000000006 223.36075000000002 285.62500000000006 216.24000000000004 259.57500000000005 2022.5000000000002 274.22475000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 6 -2 -7 -5 -1 right_child=1 -3 -4 8 -6 7 -8 -9 -10 -11 leaf_value=0.088146474938643596 -0.00039670013243027355 -0.29507882465015761 0.36151061103457494 0.28249603305544174 -0.29923869101897532 0.32944110608100891 -0.20836914515495303 0.10426801992017171 0.089164727531811774 0.16099687302112578 leaf_weight=95 12910 22 21 21 23 20 20 43 34 85 leaf_count=95 12910 22 21 21 23 20 20 43 34 85 internal_value=0 0.000378321 0.0008751 0.0002957 -0.000391743 0.000137271 -0.00071839 0.175752 0.162982 0.116098 internal_weight=0 13114 13092 13071 13016 12993 12930 63 55 180 internal_count=13294 13114 13092 13071 13016 12993 12930 63 55 180 cat_boundaries=0 3 cat_threshold=16384 16384 16777472 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=12 num_cat=2 split_feature=1 10 6 25 26 25 9 3 1 1 26 split_gain=20973.6 39949.8 29957.2 29702.8 102527 25219.5 18228.3 22969.8 3178.65 2139.31 1879.33 threshold=216.24000000000004 267.13384000000002 269.79925000000003 0 2022.5000000000002 1 279.07800000000003 216.24000000000004 339.56250000000006 238.08750000000003 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 10 7 -7 9 -2 -5 right_child=8 -3 -4 5 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.12634022878307216 -0.18385763096809388 0.42615427147258411 -0.30593099981546401 -0.10174629627818792 0.50823512379004032 9.5741540046522018e-05 -0.30114102482795718 0.19954824940911656 -0.22917129946872591 -0.048443521128169131 -0.17450541147044007 leaf_weight=53 20 22 32 71 49 12896 20 58 36 28 71 leaf_count=53 20 22 32 71 49 12896 20 58 36 28 71 internal_value=0 0.000374087 -0.000332869 0.000406966 0.162567 -0.000977313 0.000522617 0.000988767 -0.15814 -0.104866 -0.129039 internal_weight=0 13272 13250 13218 102 13116 12974 12954 84 48 142 internal_count=13356 13272 13250 13218 102 13116 12974 12954 84 48 142 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 0 0 17301504 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=10 num_cat=2 split_feature=1 10 6 25 25 7 1 1 1 split_gain=20556.2 39154.8 29361.1 29817.8 24676.1 15097.8 11790.6 3115.4 2096.74 threshold=216.24000000000004 267.13384000000002 269.79925000000003 0 1 274.22475000000003 174.00000000000003 339.56250000000006 238.08750000000003 decision_type=2 2 2 9 9 2 2 2 2 left_child=1 2 3 -1 -5 6 -6 8 -2 right_child=7 -3 -4 4 5 -7 -8 -9 -10 leaf_value=0.15289278439414783 -0.18201904582977296 0.42189272143624046 -0.30287168953567745 -0.12774824026383852 -0.00039826892156434802 0.27495168836507949 0.23674466893786478 -0.22687958153585594 -0.047959085607102943 leaf_weight=117 20 22 32 142 12918 20 21 36 28 leaf_count=117 20 22 32 142 12918 20 21 36 28 internal_value=0 0.000370346 -0.00032954 0.000402896 -0.00107481 0.000410659 -1.33859e-05 -0.156558 -0.103817 internal_weight=0 13272 13250 13218 13101 12959 12939 84 48 internal_count=13356 13272 13250 13218 13101 12959 12939 84 48 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32800 0 0 17301504 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=10 num_cat=2 split_feature=1 10 6 25 25 9 3 1 1 split_gain=20147.2 38375.5 28776.8 29271 24217.1 14878.8 22505.4 3053.4 2055.02 threshold=216.24000000000004 267.13384000000002 269.79925000000003 0 1 273.29900000000004 216.24000000000004 339.56250000000006 238.08750000000003 decision_type=2 2 2 9 9 2 2 2 2 left_child=1 2 3 -1 -5 6 -6 8 -2 right_child=7 -3 -4 4 5 -7 -8 -9 -10 leaf_value=0.15148424881063111 -0.18019886040687561 0.41767379695718937 -0.29984297264367343 -0.12655480212286899 -4.6488552861875908e-05 -0.2655568235828763 0.19738002883976905 -0.22461078965001638 -0.047479495909065007 leaf_weight=117 20 22 32 142 12880 21 58 36 28 leaf_count=117 20 22 32 142 12880 21 58 36 28 internal_value=0 0.000366832 -0.000326055 0.000399058 -0.00106504 0.000406552 0.000838558 -0.154993 -0.102779 internal_weight=0 13272 13250 13218 13101 12959 12938 84 48 internal_count=13356 13272 13250 13218 13101 12959 12938 84 48 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32800 0 0 17301504 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=12 num_cat=2 split_feature=1 10 6 25 26 25 1 14 1 1 26 split_gain=19746.3 37611.8 28204.2 28734.2 53368 23766.6 14210 11417.7 2992.64 2014.12 1841.93 threshold=216.24000000000004 267.13384000000002 269.79925000000003 0 2022.5000000000002 1 174.00000000000003 115.96500000000002 339.56250000000006 238.08750000000003 2022.5000000000002 decision_type=2 2 2 9 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 10 7 -7 9 -2 -5 right_child=8 -3 -4 5 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.045248976539820428 -0.17839686822891235 0.4134970545768738 -0.29684454351663592 -0.098185803722327866 0.38203865084731792 0.00043636902399727225 0.24874286102211993 -0.18580928246180217 -0.22236468239790863 -0.04700469948617475 -0.17021732612394949 leaf_weight=60 20 22 32 71 57 12903 23 33 36 28 71 leaf_count=60 20 22 32 71 57 12903 23 33 36 28 71 internal_value=0 0.000363351 -0.000322606 0.000395256 0.150089 -0.00105536 0.000402487 -3.87474e-05 -0.153443 -0.101751 -0.125373 internal_weight=0 13272 13250 13218 117 13101 12959 12936 84 48 142 internal_count=13356 13272 13250 13218 117 13101 12959 12936 84 48 142 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32800 0 0 17301504 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=20 num_cat=4 split_feature=1 3 25 26 25 24 3 3 5 6 6 3 1 1 24 26 26 5 26 split_gain=19353.4 22819.2 29247.5 110479 21944.1 36558.2 19571.8 12244.3 11458.9 9343.59 13614.7 5620.54 2933.09 1974.04 1503.9 3839.54 1464.39 302.858 52.7772 threshold=216.24000000000004 177.71725000000004 0 2022.5000000000002 1 2 365.72000000000008 272.07425000000006 217.36500000000004 269.79925000000003 223.36075000000002 228.18750000000003 339.56250000000006 238.08750000000003 3 2022.5000000000002 2022.5000000000002 280.57800000000003 2022.5000000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 -1 5 16 7 11 9 10 -6 -3 13 -2 15 -7 -4 -10 -16 right_child=12 6 4 -5 8 14 -8 -9 17 -11 -12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=-0.12350657015802367 -0.1766129024028778 0.25242295431054157 0.096836208909276938 0.48987304522774439 0.00043439036122685224 -0.045523559693936948 -0.1082561647324335 0.42281215488910678 -0.14042561826251804 -0.20540643865411934 0.25526680600075496 0.028849684541875666 -0.22014103277275962 -0.046534652492430599 -0.22407836733193232 -0.16269938097945577 0.02688240277139764 -0.19479907226562498 -0.21020430161402776 leaf_weight=63 20 23 63 55 12638 54 21 24 21 22 21 22 36 28 58 58 57 20 52 leaf_count=63 20 23 63 55 12638 54 21 24 21 22 21 22 36 28 58 58 57 20 52 internal_value=0 0.000359718 -0.000723741 0.149704 -0.00219538 -0.0800825 0.15905 0.240405 -4.03262e-05 0.000499289 0.000857132 0.14312 -0.151908 -0.100734 -0.154405 -0.0974987 0.0587152 -0.166949 -0.199393 internal_weight=0 13272 13182 118 13064 342 90 69 12722 12681 12659 45 84 48 222 112 120 41 110 internal_count=13356 13272 13182 118 13064 342 90 69 12722 12681 12659 45 84 48 222 112 120 41 110 cat_boundaries=0 4 7 8 9 cat_threshold=0 0 6422784 32 256 64 17367040 282 1220 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=11 num_cat=0 split_feature=4 4 3 0 9 3 8 3 9 9 split_gain=14155 60066.6 25613.8 14153.6 17226.4 9691.34 10537.2 5846.82 838.032 1710.91 threshold=365.72000000000008 272.07425000000006 333.3454000000001 355.00000000000006 148.98750000000004 177.71725000000004 274.22475000000003 228.18750000000003 273.29900000000004 218.62500000000003 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=0.00033344525175620413 -0.24355198462804159 0.51011936353600551 -0.30904960102505152 -0.21769569714864095 -0.20489897639978502 0.23988677575038028 -0.21389525537905485 0.041914614813668392 -0.21868851268291473 -0.078708287663757801 leaf_weight=13137 24 23 27 30 21 26 23 35 20 22 leaf_count=13137 24 23 27 30 21 26 23 35 20 22 internal_value=0 -0.000477832 -0.00135811 -0.000734126 -0.00024415 0.000541937 -4.09666e-05 0.126296 -0.16521 -0.140336 internal_weight=0 13364 13341 13314 13284 13221 13160 61 63 43 internal_count=13388 13364 13341 13314 13284 13221 13160 61 63 43 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=13 num_cat=3 split_feature=25 26 4 3 25 24 3 8 14 26 3 26 split_gain=15113.6 66789.9 26550.6 19734.1 13912.9 28831.6 10222.2 8477.82 8389.1 7027.84 6221.57 5439.01 threshold=0 2022.5000000000002 344.25000000000006 333.3454000000001 1 2 177.71725000000004 274.22475000000003 199.12500000000003 2022.5000000000002 228.18750000000003 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 2 left_child=1 -1 3 4 5 9 7 8 -6 -2 -8 -7 right_child=2 -3 -4 -5 6 11 10 -9 -10 -11 -12 -13 leaf_value=-0.12449627862212115 0.13637168181163292 0.3639044538752309 0.30032590043955837 -0.29524654346963636 -0.00056453593334997588 -0.11386347240209579 0.24571354627609254 -0.20197842915852865 -0.20059781142643521 -0.027318926605523802 0.041495473180498399 -0.23456463353122986 leaf_weight=56 54 56 29 23 12866 80 26 21 21 51 35 70 leaf_count=56 54 56 29 23 12866 80 26 21 21 51 35 70 internal_value=0 0.109892 -0.00192048 -0.0025836 -0.00207459 -0.073803 -0.000606867 -0.00121765 -0.0008905 0.05192 0.128539 -0.159554 internal_weight=0 112 13276 13247 13224 255 12969 12908 12887 105 61 150 internal_count=13388 112 13276 13247 13224 255 12969 12908 12887 105 61 150 cat_boundaries=0 4 7 8 cat_threshold=0 0 6291712 32 16384 64 720896 2330 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=14208.9 58578.4 24752.6 28384.7 94030.9 12090.2 10101.6 14818.3 6097.76 1618.7 threshold=365.72000000000008 272.07425000000006 333.3454000000001 0 2022.5000000000002 1 177.71725000000004 274.22475000000003 228.18750000000003 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=-0.11546116965374462 -0.24399569491545361 0.50377366770868715 -0.30380227318516484 -0.072119420314657276 0.48954400707264334 -0.0012845428203832547 0.24325640531686638 -0.25533462109773053 0.041080519676208502 -0.14749455850039211 leaf_weight=54 24 23 27 58 49 13013 26 23 35 56 leaf_count=54 24 23 27 58 49 13013 26 23 35 56 internal_value=0 -0.000458822 -0.00132812 -0.000714724 0.157104 -0.00206252 -0.00113115 -0.00173277 0.127254 -0.100344 internal_weight=0 13364 13341 13314 103 13211 13097 13036 61 114 internal_count=13388 13364 13341 13314 103 13211 13097 13036 61 114 cat_boundaries=0 4 7 cat_threshold=0 0 6291712 32 16384 0 720896 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=13 num_cat=3 split_feature=4 4 3 25 26 25 24 9 3 26 26 9 split_gain=13926.2 57412.7 24260 27819.8 92159.7 11877.7 30735 15804.4 10156.8 5305.34 5240.21 712.279 threshold=365.72000000000008 272.07425000000006 333.3454000000001 0 2022.5000000000002 1 2 148.98750000000004 177.71725000000004 2022.5000000000002 2022.5000000000002 218.62500000000003 decision_type=2 2 2 9 2 9 1 2 2 2 2 2 left_child=1 2 3 4 -1 6 10 8 -7 -8 -5 -9 right_child=-2 -3 -4 5 -6 7 9 11 -10 -11 -12 -13 leaf_value=-0.11430656252359903 -0.24155573825041454 0.49873595196267839 -0.30076424987227829 0.13533562336806898 0.48464856401998169 -0.00055757019076586303 -0.11241094326972961 -0.21369864553958176 0.12985369181632994 -0.23207949368850045 -0.0067365585803985592 -0.13997067060321569 leaf_weight=54 24 23 27 54 49 12840 80 20 60 69 50 38 leaf_count=54 24 23 27 54 49 12840 80 20 60 69 50 38 internal_value=0 -0.000454234 -0.00131484 -0.000707577 0.155533 -0.0020419 -0.0685744 -0.000690996 4.89938e-05 -0.157273 0.0611517 -0.165394 internal_weight=0 13364 13341 13314 103 13211 253 12958 12900 149 104 58 internal_count=13388 13364 13341 13314 103 13211 253 12958 12900 149 104 58 cat_boundaries=0 4 7 8 cat_threshold=0 0 6291712 32 16384 64 720896 2330 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=9 num_cat=0 split_feature=4 3 10 12 14 9 0 9 split_gain=13657.6 23765.9 16331.7 12339.3 10608.4 8891.43 9777.98 97.8907 threshold=344.25000000000006 333.3454000000001 227.60400000000001 246.67500000000004 95.142500000000013 197.74150000000003 355.00000000000006 285.62500000000006 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=0.00077386893489666891 0.20546664118766786 -0.29775660779741076 -0.21650136211940221 0.24200639452253067 -0.16743045049278363 -0.11690496693125793 -0.21022299072959208 -0.14463836252689363 leaf_weight=13158 32 27 35 21 38 35 22 20 leaf_count=13158 32 27 35 21 38 35 22 20 internal_value=0 -0.00137197 -0.000771592 -0.000203626 -0.000586841 -0.000107804 0.000421674 -0.12699 internal_weight=0 13356 13329 13294 13273 13235 13180 55 internal_count=13388 13356 13329 13294 13273 13235 13180 55 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=17 num_cat=4 split_feature=25 24 24 25 26 26 6 6 3 1 1 1 26 3 26 6 split_gain=24101 106440 33708.4 14949.6 12339.3 9190.81 8795.51 11097.9 10259.5 8423.62 7936.49 9048.34 3702.34 2561.77 803.588 360.993 threshold=0 1 2 3 2022.5000000000002 2022.5000000000002 228.18750000000003 169.68000000000004 216.24000000000004 8.3918550000000014 279.07800000000003 148.98750000000004 2022.5000000000002 263.60184000000004 2022.5000000000002 274.22475000000003 decision_type=9 1 1 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 9 -1 -3 7 8 10 14 11 -5 -4 -10 -2 -8 right_child=3 2 12 6 -6 -7 15 -9 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.26292746708943293 -0.075005461884968316 -0.08418511240570635 0.015109112847085094 -0.00067473685738709784 0.48184296388252107 -0.27233836162090302 -0.10940508271257082 0.23021179042401771 0.21328181346257527 0.12138406336307526 -0.18606255301800759 0.13412119423113764 0.10117675524585101 0.076608469635248186 -0.11071226476370788 -0.16484582828438801 leaf_weight=52 134 54 102 12350 51 50 24 21 24 20 23 50 98 32 119 23 leaf_count=52 134 54 102 12350 51 50 24 21 24 20 23 50 98 32 119 23 internal_value=0 0.0756349 -0.0213582 -0.00161471 0.338462 -0.159324 6.46069e-06 0.000519864 0.000133332 -0.0734905 -0.000475439 -0.000131205 0.0545545 0.135183 -0.0918004 -0.136536 internal_weight=0 407 304 12820 103 104 12547 12500 12479 273 12423 12400 200 56 253 47 internal_count=13227 407 304 12820 103 104 12547 12500 12479 273 12423 12400 200 56 253 47 cat_boundaries=0 3 4 5 9 cat_threshold=0 64 1093271808 515 1092 16385 16384 2048 32768 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=18 num_cat=4 split_feature=25 4 8 25 26 25 26 0 0 10 0 25 8 3 0 26 0 split_gain=23621.4 57167.3 57609.1 17183.1 37641.4 14652.1 13247.1 10011.1 19108.4 14659.6 11388.1 6420.09 17867 12929.4 1687.52 1217.59 43.7548 threshold=0 29.205000000000002 11.291750000000002 1 2022.5000000000002 2 2022.5000000000002 189.93750000000003 148.98750000000004 233.43000000000004 259.57500000000005 3 148.98750000000004 216.24000000000004 13.794000000000002 2022.5000000000002 220.33000000000001 decision_type=9 2 2 9 2 9 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 6 -5 14 -1 8 9 11 16 13 -13 -7 15 -2 -9 right_child=5 -3 -4 4 -6 7 -8 10 -10 -11 -12 12 -14 -15 -16 -17 -18 leaf_value=0.06352613945529885 -0.061970628001796667 0.53040144260113053 -0.47666401886940002 0.0077945189899013894 0.2613040797560065 0.021036957154867499 -0.14417889208163856 -0.21428434085845946 0.29517559322443876 -0.2520282518345377 0.013931240376673246 -0.0018512813291787886 0.27127993514140447 0.26668117154728282 0.010705384413401287 -0.10602187117151285 -0.23472106922756542 leaf_weight=73 134 26 20 124 111 823 53 20 22 23 38 11553 24 22 21 118 22 leaf_count=73 134 26 20 124 111 823 53 20 22 23 38 11553 24 22 21 118 22 internal_value=0 0.0748786 0.0457583 0.0747014 0.122332 -0.00159856 -0.0220888 6.39618e-06 0.000721944 0.000201416 -0.111502 0.000668432 -0.00128395 0.0271116 -0.0727556 -0.0825978 -0.224989 internal_weight=0 407 381 361 235 12820 126 12547 12467 12445 80 12422 11577 845 273 252 42 internal_count=13227 407 381 361 235 12820 126 12547 12467 12445 80 12422 11577 845 273 252 42 cat_boundaries=0 3 5 9 13 cat_threshold=0 64 1093271808 0 64 16385 16384 2048 32768 67109128 630800 2181383168 544 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=12 num_cat=0 split_feature=4 8 0 26 3 0 0 2 2 5 8 split_gain=20271.3 21962.2 7190.82 18615.1 16318.4 11965.2 7813.39 6057.85 10723.9 9009.59 2572.79 threshold=344.25000000000006 211.12500000000003 189.93750000000003 2022.5000000000002 344.25000000000006 153.43270000000004 290.58750000000009 149.26580000000004 189.44922000000003 199.12500000000003 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 -5 9 -9 -1 -3 right_child=-2 10 3 6 -6 -7 -8 8 -10 -11 -12 leaf_value=0.0016970209357010302 0.26045127709706622 -0.13324513976063046 0.093499467008643686 -0.1063113539766621 -0.27050703850659458 0.24647875297069552 -0.34428753809495405 0.28700467586517336 0.026394245473543805 -0.1181822106951759 -0.28206304770249591 leaf_weight=12855 30 21 36 37 22 20 22 20 75 63 26 leaf_count=12855 30 21 36 37 22 20 22 20 75 63 26 internal_value=0 0.000211727 0.000982961 -0.0857038 0.00161377 0.00207312 -0.195048 0.00169749 0.0812596 0.00111238 -0.21557 internal_weight=0 13197 13150 95 13055 13033 59 13013 95 12918 47 internal_count=13227 13197 13150 95 13055 13033 59 13013 95 12918 47 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=9 num_cat=0 split_feature=4 7 7 14 20 5 4 20 split_gain=19867.9 42194.9 8265.76 9042.02 7451.6 12337.6 10133.6 596.635 threshold=344.25000000000006 285.62500000000006 211.12500000000003 199.12500000000003 20.904000000000003 365.72000000000008 233.80500000000004 41.990000000000009 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=0.0012905334272923378 0.25784678141276041 -0.38081529683594051 0.16684911560018859 -0.19325314859549206 0.075105096856753026 -0.24768766641616821 -0.18584951828266011 0.13587889855248589 leaf_weight=13000 30 29 30 24 30 20 29 35 leaf_count=13000 30 29 30 24 30 20 29 35 internal_value=0 0.000209609 0.00104874 0.000670146 0.00102505 0.00049303 0.000873996 0.107829 internal_weight=0 13197 13168 13138 13114 13049 13029 65 internal_count=13227 13197 13168 13138 13114 13049 13029 65 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=17 num_cat=4 split_feature=25 24 24 25 26 26 6 5 5 6 3 1 26 5 26 6 split_gain=23228.2 104520 33020.3 14343.5 12089.5 9062.62 8556.15 12357.4 18175.9 14033.4 10085.9 8242 3585.78 1109.72 766.855 346.325 threshold=0 1 2 3 2022.5000000000002 2022.5000000000002 228.18750000000003 228.56250000000003 176.53925000000004 156.16500000000005 216.24000000000004 8.3918550000000014 2022.5000000000002 280.57800000000003 2022.5000000000002 274.22475000000003 decision_type=9 1 1 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 11 -1 -3 7 8 9 10 -5 14 -4 -9 -2 -8 right_child=3 2 12 6 -6 -7 15 13 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.25987109642762407 -0.073685808359687008 -0.08379820620572126 0.014471970679713231 -0.00047349243154789226 0.47655969376657525 -0.27063471553325652 -0.10811222570637861 -0.11183487210954939 0.27602052569389346 0.25289844284003432 0.13908859803126408 0.12078137397766113 0.09917394992040128 -0.21137496888637544 -0.10856697791263838 -0.16241494126941849 leaf_weight=52 134 54 102 12357 51 50 24 21 24 22 52 20 98 24 119 23 leaf_count=52 134 54 102 12357 51 50 24 21 24 22 52 20 98 24 119 23 internal_value=0 0.0742355 -0.0218524 -0.00160246 0.334671 -0.158393 -1.44819e-05 0.000491871 0.00108952 0.000558718 0.000111343 -0.0720062 0.0533104 -0.164923 -0.0900924 -0.134686 internal_weight=0 407 304 12820 103 104 12547 12500 12455 12431 12409 273 200 45 253 47 internal_count=13227 407 304 12820 103 104 12547 12500 12455 12431 12409 273 200 45 253 47 cat_boundaries=0 3 4 5 9 cat_threshold=0 64 1093271808 515 1092 16385 16384 2048 32768 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=9 num_cat=1 split_feature=4 4 5 25 8 4 6 5 split_gain=35598.2 63589.2 20215.6 22889.7 21234 9551.55 9024.45 2948.67 threshold=365.72000000000008 272.07425000000006 217.36500000000004 0 269.79925000000003 189.44922000000003 149.26580000000004 285.62500000000006 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 -1 5 6 -5 -4 right_child=-2 -3 7 4 -6 -7 -8 -9 leaf_value=0.1257810283863878 -0.42223214101791384 0.52532824640688691 -0.11440448528841922 -0.0017740762732153875 0.29574433008829754 0.15846430275891277 -0.10765744896950546 -0.2470262815952301 leaf_weight=133 20 23 38 12893 24 37 81 30 leaf_count=133 20 23 38 12893 24 37 81 30 internal_value=0 -2.42324e-05 -0.00093713 -4.90347e-05 -0.00142832 -0.00197758 -0.00243513 -0.172914 internal_weight=0 13259 13236 13168 13035 13011 12974 68 internal_count=13279 13259 13236 13168 13035 13011 12974 68 cat_boundaries=0 4 cat_threshold=0 16384 2621696 32800 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=10 num_cat=1 split_feature=4 4 5 25 8 4 0 26 5 split_gain=34890 62323.6 19813.5 22465.5 20811.5 9361.48 8247.73 5582.26 2889.99 threshold=365.72000000000008 272.07425000000006 217.36500000000004 0 269.79925000000003 189.44922000000003 109.32500000000002 2022.5000000000002 285.62500000000006 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 -1 -4 right_child=-2 -3 8 4 -6 -7 -8 -9 -10 leaf_value=0.066711576799862088 -0.41800982284545896 0.52007495714270546 -0.11326043888142234 -0.003240517473706695 0.2927868914604187 0.15687965734584913 0.074205466050038235 0.19637469820354295 -0.24455601723988854 leaf_weight=64 20 23 38 12835 24 37 139 69 30 leaf_count=64 20 23 38 12835 24 37 139 69 30 internal_value=0 -2.30415e-05 -0.000926808 -4.75892e-05 -0.00141403 -0.0019578 -0.00241078 0.124611 -0.171185 internal_weight=0 13259 13236 13168 13035 13011 12974 133 68 internal_count=13279 13259 13236 13168 13035 13011 12974 133 68 cat_boundaries=0 4 cat_threshold=0 16384 2621696 32800 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=11 num_cat=2 split_feature=25 8 7 10 5 6 25 6 5 26 split_gain=21129.8 34024.8 10665.8 13104.9 15712.2 8870.67 8245.16 4547.47 2146.53 35.3306 threshold=0 285.62500000000006 280.57800000000003 259.57500000000005 217.36500000000004 211.12500000000003 1 255.10500000000002 285.62500000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=9 2 3 4 5 6 -2 -7 -6 -1 right_child=1 -3 -4 -5 8 7 -8 -9 -10 -11 leaf_value=0.14492793430884679 -0.023698393719570159 0.41035026550292969 0.20393081656694415 0.21726707264229103 -0.10836886296401152 -0.24846228698641062 0.00096733120433387836 -0.061305204871538524 -0.22441883785384042 0.15682535769847725 leaf_weight=48 1527 20 25 27 37 20 11458 37 28 52 leaf_count=48 1527 20 25 27 37 20 11458 37 28 52 internal_value=0 -0.00179623 -0.00242401 -0.00281679 -0.00327016 -0.00249721 -0.0019508 -0.126974 -0.15836 0.137377 internal_weight=0 13179 13159 13134 13107 13042 12985 57 65 100 internal_count=13279 13179 13159 13134 13107 13042 12985 57 65 100 cat_boundaries=0 4 8 cat_threshold=0 16384 524544 32800 2216771913 547357248 1145061378 2097664 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=11 num_cat=0 split_feature=4 4 6 0 0 0 9 6 0 9 split_gain=34221.2 60953.7 17125.1 13770.5 10622.3 24285.4 13191.6 12364.6 3979.72 2680.69 threshold=365.72000000000008 272.07425000000006 365.72000000000008 365.72000000000008 176.53925000000004 220.33000000000001 155.50120000000001 255.10500000000002 259.57500000000005 218.62500000000003 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=-0.00045494543399061 -0.41397788476943975 0.51433417610500176 -0.29330712890625005 -0.23037936797508829 0.35230325119835987 -0.10747850880026817 -0.24761544936522842 0.24239038064366294 0.068007741017001008 -0.10248586839863233 leaf_weight=13034 20 23 20 26 28 24 20 21 28 35 leaf_count=13034 20 23 20 26 28 24 20 21 28 35 internal_value=0 -1.62887e-05 -0.000910068 -0.000467578 -1.43784e-05 0.114865 -0.000715399 -6.43095e-05 -0.0129859 -0.15526 internal_weight=0 13259 13236 13216 13190 80 13110 13055 52 55 internal_count=13279 13259 13236 13216 13190 80 13110 13055 52 55 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=13 num_cat=2 split_feature=4 4 5 25 25 0 0 4 1 6 26 5 split_gain=33540.2 59740.7 19076 21682.9 7688.27 13907 19581.5 14415.6 12964.7 7902.54 5478.31 2801.32 threshold=365.72000000000008 272.07425000000006 217.36500000000004 0 1 115.96500000000002 200.13000000000002 27.015000000000004 55.082710000000006 23.347670000000004 2022.5000000000002 285.62500000000006 decision_type=2 2 2 9 9 2 2 2 2 2 2 2 left_child=1 2 3 10 8 7 -7 -6 9 -5 -1 -4 right_child=-2 -3 11 4 5 6 -8 -9 -10 -11 -12 -13 leaf_value=0.064995558676746445 -0.40983810567855833 0.50919084963591199 -0.11093136103529679 -0.040690865271926183 -0.0023210916018601359 0.29189076234132816 0.015634306732813515 0.076263133549139286 0.18751459628343584 -0.21365203320980072 0.19344566167264746 -0.24019713211059571 leaf_weight=64 20 23 38 467 12164 39 75 238 24 28 69 30 leaf_count=64 20 23 38 467 12164 39 75 238 24 28 69 30 internal_value=0 -1.61257e-05 -0.000900967 -3.82666e-05 -0.00138071 0.000197444 0.110143 -0.000813025 -0.0387231 -0.0504745 0.12243 -0.16796 internal_weight=0 13259 13236 13168 13035 12516 114 12402 519 495 133 68 internal_count=13279 13259 13236 13168 13035 12516 114 12402 519 495 133 68 cat_boundaries=0 4 8 cat_threshold=0 16384 2621696 32800 67125513 0 1077952512 512 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=15 num_cat=4 split_feature=25 4 7 1 0 6 24 25 24 0 0 3 26 26 split_gain=26906.8 28669 15770.5 10032.4 66105.8 62690.1 14808.7 8762.54 22409.7 19815.4 12657.5 10328.4 3387.07 347.539 threshold=0 344.25000000000006 285.62500000000006 21.947000000000003 57.876000000000012 25.164000000000005 1 2 3 12.195500000000001 269.79925000000003 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 1 9 1 2 2 2 2 2 left_child=13 2 3 7 5 6 -5 8 12 -10 11 -9 -2 -1 right_child=1 -3 -4 4 -6 -7 -8 10 9 -11 -12 -13 -14 -15 leaf_value=0.18579816802492682 0.023640017462711709 0.32717502046514441 -0.2404453495144844 0.069886614860783167 0.5279957290490469 0.53599323291670198 -0.057231962396548347 0.0022423364627332854 -0.11753555309246569 0.17142479896545409 -0.21098041883536747 -0.22519036960601807 0.13677539955485951 0.14991469764709472 leaf_weight=53 51 27 27 132 27 22 250 12363 272 26 28 20 55 55 leaf_count=53 51 27 27 132 27 22 250 12363 272 26 28 20 55 55 internal_value=0 0.00164984 0.000988903 0.00148103 0.0489358 0.0169194 -0.0129749 -0.00011499 -0.0453728 -0.0893267 0.00139367 0.00187501 0.0752439 0.153327 internal_weight=0 13300 13273 13246 431 404 382 12815 404 298 12411 12383 106 108 internal_count=13408 13300 13273 13246 431 404 382 12815 404 298 12411 12383 106 108 cat_boundaries=0 4 5 8 9 cat_threshold=0 16384 33685760 32768 263 256 64 2164262912 26 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=11 num_cat=1 split_feature=25 4 15 3 3 6 4 6 26 3 split_gain=26371.3 28098.4 11898.3 7124.81 16830.4 8722.87 13202 8840.21 340.623 230.783 threshold=0 344.25000000000006 206.70431000000005 344.25000000000006 216.24000000000004 223.36075000000002 175.26000000000002 269.79925000000003 2022.5000000000002 255.10500000000002 decision_type=9 2 2 2 2 2 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=0.18394019111147469 0.0012122222633300392 0.32390327797995677 -0.23686359769531659 -0.17449532218601393 0.18080157143729075 0.28849024869146805 -0.14389671666281564 0.024441285599023106 0.14841555404663087 0.2282660562992096 leaf_weight=53 13072 27 21 23 21 21 63 32 55 20 leaf_count=53 13072 27 21 23 21 21 63 32 55 20 internal_value=0 0.00163344 0.000979109 0.00135601 0.00166175 0.00103284 0.00051623 0.129064 0.151794 0.203955 internal_weight=0 13300 13273 13252 13229 13188 13135 53 108 41 internal_count=13408 13300 13273 13252 13229 13188 13135 53 108 41 cat_boundaries=0 4 cat_threshold=0 16384 33685760 32768 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=20 num_cat=7 split_feature=25 3 3 3 25 24 4 10 0 25 24 24 19 5 0 25 26 26 26 split_gain=26230.8 26045.8 29643.6 16544.8 10275.1 25160.3 23530.3 16240.5 9066.71 8835.48 39654.6 7401.84 6198.44 5768.44 10442.2 5918.23 3215.08 2201.23 2157.2 threshold=0 216.24000000000004 365.72000000000008 272.07425000000006 1 2 29.205000000000002 239.51250000000002 290.58750000000009 3 4 5 69.465000000000018 29.757000000000005 115.96500000000002 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 9 1 1 2 2 2 9 2 2 2 left_child=18 4 3 -3 5 6 11 8 9 10 -6 17 -11 14 15 -7 -13 -2 -1 right_child=1 2 -4 -5 7 13 -8 -9 -10 12 -12 16 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.2130252113709083 0.10070649954580492 0.17118295669555664 -0.10486392249231755 0.54249582154410225 0.12911297875171676 -0.03706608797476544 0.34992420559837706 -0.28229014945030212 -0.20985296320915223 0.00070141610235257754 -0.015267669864945209 -0.0074267995883436771 0.1768967969417572 0.053978470802307131 -0.3307301007617604 -0.14733531209674197 -0.10830970663135334 0.016440593773318874 0.12278519029970524 leaf_weight=52 62 28 23 21 281 113 21 20 20 11786 549 68 20 20 22 127 59 62 54 leaf_count=52 62 28 23 21 281 113 21 20 20 11786 549 68 20 20 22 127 59 62 54 internal_value=0 0.00161873 0.191301 0.330317 0.000587671 -0.0411779 0.0273625 0.00244358 0.00289547 0.0032322 0.0345682 0.00146544 0.000999054 -0.105961 -0.122214 -0.1031 -0.0503306 0.0542024 0.152653 internal_weight=0 13302 72 49 13230 554 272 12676 12656 12636 830 251 11806 282 262 240 127 124 106 internal_count=13408 13302 72 49 13230 554 272 12676 12656 12636 830 251 11806 282 262 240 127 124 106 cat_boundaries=0 4 7 8 12 13 14 17 cat_threshold=0 16384 1073873152 32768 256 80 2164262912 1370 67109376 589824 40370176 544 2145 1048 0 16 2147485696 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=14 num_cat=2 split_feature=25 3 3 7 3 6 25 10 11 2 1 6 26 split_gain=25491.3 27298.5 28336.7 16736.7 15279.1 9111.56 11059.1 18980.7 11527.5 10557.7 6325.81 6123.08 324.52 threshold=0 216.24000000000004 365.72000000000008 285.62500000000006 272.07425000000006 223.36075000000002 1 239.51250000000002 13.265000000000002 54.405500000000011 113.47200000000001 263.60184000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 2 2 2 left_child=12 3 4 5 -3 6 8 9 10 -8 -2 -7 -1 right_child=1 2 -4 -5 -6 11 7 -9 -10 -11 -12 -13 -14 leaf_value=0.18070634700217336 -0.041324829953898023 0.17742206202612984 -0.098634469292380594 -0.25794070757627485 0.53707088379632861 0.26773477512598037 0.0019698088847070021 -0.30530602073669438 -0.2719595353943961 0.084492304469369783 0.10551617007101737 0.051566361659451533 0.14603159783103251 leaf_weight=53 547 27 22 25 21 20 12371 20 21 157 31 38 55 leaf_count=53 547 27 22 25 21 20 12371 20 21 157 31 38 55 internal_value=0 0.00159635 0.198556 0.000555446 0.334768 0.00104484 0.000493105 0.00251057 -0.0411245 0.00300397 -0.0334493 0.126107 0.14923 internal_weight=0 13300 70 13230 48 13205 13147 12548 599 12528 578 58 108 internal_count=13408 13300 70 13230 48 13205 13147 12548 599 12528 578 58 108 cat_boundaries=0 4 7 cat_threshold=0 16384 33685760 32768 67109120 80 2164262912 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=20 num_cat=5 split_feature=3 3 3 25 25 24 4 10 8 8 2 4 4 24 5 25 26 26 26 split_gain=20969.5 44713.3 29643.1 27273.5 9826.91 24555.1 34550.5 13737.9 11673.7 10423.3 10202.8 26459.1 9632.1 8621.18 6641.03 8142.9 2150.12 1154.01 532.419 threshold=216.24000000000004 376.61250000000007 285.62500000000006 0 1 2 11.555000000000001 239.51250000000002 255.10500000000002 22.111000000000004 54.405500000000011 1.1312500000000003 175.26000000000002 3 21.660000000000004 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 9 1 2 2 2 2 2 2 2 1 2 9 2 2 2 left_child=3 2 -2 17 5 6 13 8 10 14 12 -12 -6 16 15 -7 -5 -1 -15 right_child=1 -3 -4 4 7 9 -8 -9 -10 -11 11 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=0.11754937887191773 0.14135620444161551 -0.23529441952705385 0.62396347641944883 0.099991781288577664 0.0018320295154548301 -0.027153449897038735 0.42948452067375187 -0.25331079023224967 0.24407727620005609 -0.32687432980537418 0.03279835830639749 0.42216799402236937 -0.13864949393029116 -0.045856862940005405 0.085072492063045499 -0.15117379100322725 0.016709812341197845 0.17586558127067459 -0.087841245792128819 leaf_weight=65 35 20 20 62 12396 108 20 21 20 20 137 20 49 67 20 140 62 71 55 leaf_count=65 35 20 20 62 12396 108 20 21 20 20 137 20 49 67 20 140 62 71 55 internal_value=0 0.169611 0.31685 0.00193109 0.000425537 -0.0404161 0.0287011 0.00224569 0.00267266 -0.103075 0.00228954 0.0823996 0.00127891 -0.00271618 -0.0902191 -0.104356 0.0539963 0.137857 -0.0598764 internal_weight=0 75 55 13333 13197 554 266 12643 12622 288 12602 157 12445 246 268 248 124 136 122 internal_count=13408 75 55 13333 13197 554 266 12643 12622 288 12602 157 12445 246 268 248 124 136 122 cat_boundaries=0 4 7 8 9 12 cat_threshold=0 16384 35782912 32768 256 80 2164262912 1310 1048 0 16 2147483648 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=25 num_cat=7 split_feature=7 25 24 4 25 5 24 1 4 2 0 15 15 25 24 26 19 9 25 26 26 15 26 26 split_gain=20973.9 18278.6 45185.8 66585.5 37730.3 62503.2 25949.6 28495.3 22057 15359.4 12512.2 9590.66 25216.8 10011.7 11768.1 6928.85 5305.21 4995.03 3996.39 1441.96 740.118 698.212 344.861 157.901 threshold=285.62500000000006 0 1 29.205000000000002 2 38.528000000000006 3 11.982500000000002 263.60184000000004 5.3321340000000008 8.0855000000000015 32.879500000000014 57.785000000000004 4 5 2022.5000000000002 64.847000000000023 148.98750000000004 6 2022.5000000000002 2022.5000000000002 129.58650000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 9 2 1 2 2 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 9 23 6 10 -8 11 18 -6 13 -13 14 15 -3 17 -15 19 -1 -16 -14 -20 -4 right_child=-2 8 4 -5 5 -7 7 -9 -10 -11 -12 12 21 16 20 -17 -18 -19 22 -21 -22 -23 -24 -25 leaf_value=0.10986287784285662 -0.26202946702639263 0.094351706774004035 -0.16875910309494518 0.66348747082378556 0.10898358950073819 0.52448741874694826 -0.10331126658355488 0.29221952557563785 -0.32440535840534024 -0.12260042755692094 -0.12726788730621338 0.39710335075855258 0.028095243225495021 0.0008059127921780174 -0.13485027364130772 -0.057039816298727265 0.16346865797042845 -0.12239590791138737 0.17806314576417209 0.048534072635488375 -0.093591100878575265 -0.047416772150993353 0.21395942102307861 -0.147093710231781 leaf_weight=82 30 62 61 23 217 25 204 20 21 27 25 22 24 11830 89 59 20 33 64 72 85 25 46 75 leaf_count=82 30 62 61 23 217 25 204 20 21 27 25 22 24 11830 89 59 20 33 64 72 85 25 46 75 internal_value=0 0.00268097 0.0449147 0.141023 -0.00467428 0.0366244 0.0112374 -0.0650902 -0.000594102 0.104574 0.0812212 -3.94371e-05 0.115847 -0.000715077 -0.0572868 0.0189653 0.000736926 0.000463195 0.127808 0.0762391 -0.108462 -0.0104313 0.176985 -0.146071 internal_weight=0 13211 941 314 627 491 466 224 12270 291 242 12249 71 12178 295 121 11883 11863 264 154 174 49 110 136 internal_count=13241 13211 941 314 627 491 466 224 12270 291 242 12249 71 12178 295 121 11883 11863 264 154 174 49 110 136 cat_boundaries=0 4 5 8 9 12 13 16 cat_threshold=768 82000 934144 32768 1570 0 16400 262400 456 0 524288 54591488 345 512 16 262144 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=8 num_cat=1 split_feature=7 8 25 5 13 13 6 split_gain=20556.5 20535 21019.1 14493.5 8814.3 9540.16 13152.2 threshold=285.62500000000006 312.55000000000013 0 280.57800000000003 201.75000000000003 55.232840000000003 228.18750000000003 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=0.12677467363983838 -0.25940916949510573 0.32284117126464845 0.00085541681316801861 0.21019442298195579 -0.19110508501529694 0.16327665454811521 -0.17040123331546783 leaf_weight=124 30 20 12929 33 24 36 45 leaf_count=124 30 20 12929 33 24 36 45 internal_value=0 0.00265416 0.0021687 0.000888543 0.000359296 0.000712497 0.000261417 internal_weight=0 13211 13191 13067 13034 13010 12974 internal_count=13241 13211 13191 13067 13034 13010 12974 cat_boundaries=0 4 cat_threshold=0 16384 2621696 32768 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=16 num_cat=2 split_feature=25 4 15 5 5 10 8 25 5 4 10 13 13 9 5 split_gain=12205.3 19392.4 18844.1 17122.3 33039.1 27371.1 19782.2 20979.8 14264.9 24100.4 15928.5 11727.5 10183.9 7517.77 7198.13 threshold=0 230.65000000000003 2.1104999999999952 8.3918550000000014 189.44922000000003 31.964640000000006 25.505000000000003 1 280.57800000000003 272.07425000000006 227.60400000000001 131.43000000000004 62.425150000000009 197.74150000000003 30.232500000000005 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 14 6 7 -1 9 10 11 12 13 -2 -5 right_child=8 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.13693734852387943 0.00029210394992698391 0.32895815719257704 -0.24228183889389038 0.4779273855686188 -0.12088804682095847 -0.28389080115727017 -0.19929708330971851 0.01631582730710944 0.22469016688210622 -0.33196153770793563 -0.26359670571658922 -0.21654898738861086 0.22028610365731374 -0.15084841610807362 0.23132690988737964 leaf_weight=177 12058 22 25 20 24 28 35 671 28 22 23 25 21 33 29 leaf_count=177 12058 22 25 20 24 28 35 671 28 22 23 25 21 33 29 internal_value=0 0.0349085 0.0288431 0.0357314 0.183092 0.0239232 0.033684 0.0433 -0.000762527 -0.00128135 -0.00068308 -0.00018485 0.00026174 -0.000120404 0.33198 internal_weight=0 1031 1009 984 73 911 883 848 12210 12182 12160 12137 12112 12091 49 internal_count=13241 1031 1009 984 73 911 883 848 12210 12182 12160 12137 12112 12091 49 cat_boundaries=0 4 8 cat_threshold=769 81936 936192 32800 0 16400 655616 32768 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=9 num_cat=0 split_feature=12 8 4 10 14 6 9 6 split_gain=14456.7 23401.3 12858.3 19234.9 11293.3 10639.7 13070.4 3014.08 threshold=262.77684000000005 355.00000000000006 285.62500000000006 269.79925000000003 182.65800000000004 223.36075000000002 197.74150000000003 274.22475000000003 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=0.0033200003658136017 -0.26014717874072846 0.3442410736083984 -0.21214807340076991 -0.30003007343837196 -0.19426236843240674 0.23855266871906464 -0.16554151319939159 0.083389517222681356 leaf_weight=13024 21 20 28 21 29 21 46 31 leaf_count=13024 21 20 28 21 29 21 46 31 internal_value=0 0.00243796 0.00192008 0.00237513 0.00285802 0.00329366 0.00272569 0.146052 internal_weight=0 13220 13200 13172 13151 13122 13070 52 internal_count=13241 13220 13200 13172 13151 13122 13070 52 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=25 num_cat=7 split_feature=7 25 24 4 25 5 6 24 1 4 0 15 15 25 6 24 26 19 25 26 26 26 15 26 split_gain=20101 17615.1 44291.1 65072.9 37133.9 60975.6 32190.3 25478 27881.2 21149.5 12223.2 9426.25 24712.1 9779.14 16116 11523.6 6753.93 5234.82 3182.95 3291.33 1194.81 730.968 679.137 169.952 threshold=285.62500000000006 0 1 29.205000000000002 2 38.528000000000006 5.3195730000000001 3 11.982500000000002 263.60184000000004 8.0855000000000015 32.879500000000014 57.785000000000004 4 223.36075000000002 5 2022.5000000000002 64.847000000000023 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 129.58650000000003 2022.5000000000002 decision_type=2 9 1 2 9 2 2 1 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 left_child=1 2 3 6 23 7 18 10 -9 11 -6 13 -13 15 17 16 -3 -15 20 -20 -1 -17 -14 -4 right_child=-2 9 4 -5 5 -7 -8 8 -10 -11 -12 12 22 14 -16 21 -18 -19 19 -21 -22 -23 -24 -25 leaf_value=0.11639434865151328 -0.25655523244539896 0.093223599046468736 -0.16838812130396483 0.65568641030270114 0.10765126975278974 0.51779838409423828 -0.24764745195706686 -0.10258206748056646 0.28866337704658512 -0.3177069784346081 -0.12585547199249267 0.39323310797864741 0.027793674618005752 -8.0621572844246864e-05 0.27746224059945063 -0.13350125291374293 -0.056244733858916714 0.1618400251865387 0.15550119884312152 0.26942744169916427 0.061732216743198606 -0.092497900142389192 -0.046679738330841068 -0.14591121490001677 leaf_weight=87 30 62 61 23 217 25 24 204 20 21 25 22 24 11842 21 89 59 20 64 42 74 85 25 75 leaf_count=87 30 62 61 23 217 25 24 204 20 21 25 22 24 11842 21 89 59 20 64 42 74 85 25 75 internal_value=0 0.00258843 0.0440486 0.139197 -0.00503861 0.035939 0.103158 0.0108594 -0.0647584 -0.000626579 0.080214 -8.34794e-05 0.114805 -0.000753303 0.000681812 -0.056664 0.0187895 0.000192386 0.134691 0.183345 0.0859327 -0.107304 -0.010203 -0.145308 internal_weight=0 13211 941 314 627 491 291 466 224 12270 242 12249 71 12178 11883 295 121 11862 267 106 161 174 49 136 internal_count=13241 13211 941 314 627 491 291 466 224 12270 242 12249 71 12178 11883 295 121 11862 267 106 161 174 49 136 cat_boundaries=0 4 5 8 9 12 13 16 cat_threshold=768 82000 934144 32768 1570 0 16400 262400 456 0 524288 54591488 345 512 16 262144 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=11 num_cat=2 split_feature=25 10 3 26 2 25 2 3 26 2 split_gain=26823.3 34412.8 17358.1 15739.9 14203.9 12496.7 9425.86 10569.9 6695.62 533.707 threshold=0 279.07800000000003 293.85000000000008 2022.5000000000002 279.07800000000003 1 181.87500000000003 216.24000000000004 2022.5000000000002 230.65000000000003 decision_type=9 2 2 2 2 9 2 2 2 2 left_child=3 2 4 -1 5 8 7 -7 -2 -8 right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11 leaf_value=0.048178200353275642 -0.033865840304387759 0.38630111362623132 -0.26953338414430617 0.29084454921575692 0.20377356602865107 0.0001909225063909413 -0.17020700039686978 0.17177939070595635 -0.17398716240888462 -0.1020511236190796 leaf_weight=55 73 23 24 52 34 12909 27 36 64 20 leaf_count=55 73 23 24 52 34 12909 27 36 64 20 internal_value=0 -0.000170264 -0.000844454 0.151912 -0.000354556 -0.000883184 0.00015475 0.000668109 -0.0925672 -0.141204 internal_weight=0 13210 13187 107 13163 13129 12992 12945 137 47 internal_count=13317 13210 13187 107 13163 13129 12992 12945 137 47 cat_boundaries=0 3 5 cat_threshold=0 16384 35651840 0 64 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=8 num_cat=2 split_feature=25 10 3 15 12 3 25 split_gain=26289.5 33728 17012.7 11461.6 11673.5 9508.73 9222.39 threshold=0 279.07800000000003 293.85000000000008 237.02500000000003 246.67500000000004 216.24000000000004 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=0.15039300359212435 -0.049680160166869561 0.38243812229322355 -0.26683805485566459 -0.2395601418018341 0.23559621197836741 0.16424260984148298 0.00063657736107907456 leaf_weight=107 365 23 24 20 21 35 12722 leaf_count=107 365 23 24 20 21 35 12722 internal_value=0 -0.000168562 -0.00083601 -0.00035101 1.29997e-05 -0.00036402 -0.000804245 internal_weight=0 13210 13187 13163 13143 13122 13087 internal_count=13317 13210 13187 13163 13143 13122 13087 cat_boundaries=0 3 5 cat_threshold=0 16384 35651840 256 524368 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=11 num_cat=2 split_feature=25 10 3 26 2 25 2 3 26 2 split_gain=25811 33056.8 16674.1 15426.7 13922.9 12120.7 9235.3 10152.7 6559.57 527.125 threshold=0 279.07800000000003 293.85000000000008 2022.5000000000002 279.07800000000003 1 181.87500000000003 216.24000000000004 2022.5000000000002 230.65000000000003 decision_type=9 2 2 2 2 9 2 2 2 2 left_child=3 2 4 -1 5 8 7 -7 -2 -8 right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11 leaf_value=0.046192489667372272 -0.033030382966342038 0.37861372615980066 -0.26416967093944549 0.28643219379278329 0.20175067620242346 0.00019142594991049242 -0.16859521309534711 0.16835970322291058 -0.17172082307981326 -0.10086087012290955 leaf_weight=55 73 23 24 52 34 12909 27 36 64 20 leaf_count=55 73 23 24 52 34 12909 27 36 64 20 internal_value=0 -0.000167247 -0.000828022 0.149018 -0.000347873 -0.000871245 0.00015096 0.000659101 -0.0911657 -0.139772 internal_weight=0 13210 13187 107 13163 13129 12992 12945 137 47 internal_count=13317 13210 13187 107 13163 13129 12992 12945 137 47 cat_boundaries=0 3 5 cat_threshold=0 16384 35651840 0 64 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=9 num_cat=2 split_feature=25 10 3 2 25 2 3 2 split_gain=25297.3 32399 16342.2 13645.8 11879.5 9051.52 9950.65 516.635 threshold=0 279.07800000000003 293.85000000000008 279.07800000000003 1 181.87500000000003 216.24000000000004 230.65000000000003 decision_type=9 2 2 2 9 2 2 2 left_child=-1 2 3 4 -2 6 -6 -7 right_child=1 -3 -4 -5 5 7 -8 -9 leaf_value=0.14752744603360821 -0.09025399246487488 0.37482759558636214 -0.2615279692411423 0.19973318045527458 0.00018951160922176571 -0.16690926251588045 0.16667611413531833 -0.099852259874343874 leaf_weight=107 137 23 24 34 12909 27 36 20 leaf_count=107 137 23 24 34 12909 27 36 20 internal_value=0 -0.000165575 -0.000819741 -0.000344394 -0.000862532 0.00014945 0.00065251 -0.138374 internal_weight=0 13210 13187 13163 13129 12992 12945 47 internal_count=13317 13210 13187 13163 13129 12992 12945 47 cat_boundaries=0 3 5 cat_threshold=0 16384 35651840 0 64 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=9 num_cat=0 split_feature=10 3 0 4 2 2 3 2 split_gain=18950.7 20648.4 12758.1 16158.7 12260.3 9652.55 10398.3 429.388 threshold=279.07800000000003 293.85000000000008 355.00000000000006 333.3454000000001 279.07800000000003 181.87500000000003 177.71725000000004 230.65000000000003 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=0.0015627347197965113 0.27618562469482422 -0.27565766316873058 -0.21598844386913157 -0.26321757897086767 0.1889827945956162 -0.16524017148547704 0.1505710863559804 -0.10572474588047374 leaf_weight=13084 25 27 27 23 35 27 47 22 leaf_count=13084 25 27 27 23 35 27 47 22 internal_value=0 0.000603535 0.00116585 0.00160875 0.00206967 0.00157331 0.00209608 -0.138519 internal_weight=0 13292 13265 13238 13215 13180 13131 49 internal_count=13317 13292 13265 13238 13215 13180 13131 49 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=11 num_cat=1 split_feature=4 25 3 3 10 1 5 1 26 3 split_gain=37724.5 17163.4 10998.4 14978.8 19199.7 14103.8 11408.7 2934.97 94.4269 13.3276 threshold=344.25000000000006 0 344.25000000000006 216.24000000000004 269.79925000000003 233.80500000000004 290.58750000000009 355.00000000000006 2022.5000000000002 255.10500000000002 decision_type=2 9 2 2 2 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -7 -1 -5 right_child=-2 2 -4 9 -6 7 -8 -9 -10 -11 leaf_value=0.12084928667223131 0.38340343218583328 0.00087761485696078367 -0.20868154134750366 0.19544335592360726 -0.30894119310379031 0.10115738401189446 -0.2173526469866435 0.25322306011888113 0.10487405918739938 0.18417703628540039 leaf_weight=74 26 12918 25 21 20 30 24 22 74 21 leaf_count=74 26 12918 25 21 20 30 24 22 74 21 internal_value=0 0.00211701 0.000863369 0.00126527 0.000656783 0.00113331 0.000472923 0.165493 0.105719 0.18981 internal_weight=0 13229 13081 13056 13014 12994 12942 52 148 42 internal_count=13255 13229 13081 13056 13014 12994 12942 52 148 42 cat_boundaries=0 3 cat_threshold=0 16384 16777472 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=9 num_cat=2 split_feature=9 10 25 7 5 5 25 5 split_gain=24554.3 25808.1 19943.2 25296.8 8168.71 15886.4 10805 5666.37 threshold=285.62500000000006 282.93750000000006 0 355.00000000000006 335.87040000000007 172.87500000000003 1 228.56250000000003 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=0.11521080070581192 0.32929062045138813 -0.35668182039260865 0.066575564921760755 0.35684145891666413 -0.20101959037780762 0.28692539731661482 -0.00073904444224835264 0.080775514920552571 leaf_weight=146 23 20 233 20 20 24 12739 30 leaf_count=146 23 20 233 20 20 24 12739 30 internal_value=0 0.00226881 0.00281218 0.00146694 0.000923261 0.00123332 0.000520797 0.172398 internal_weight=0 13232 13212 13066 13046 13026 12972 54 internal_count=13255 13232 13212 13066 13046 13026 12972 54 cat_boundaries=0 3 7 cat_threshold=0 16384 16777472 0 16 39845888 32800 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=14 num_cat=2 split_feature=4 25 1 0 6 10 0 17 5 24 1 1 26 split_gain=36881.6 16493.2 9686.51 100116 44326.4 13296.3 11933.8 11056 9265.96 8997.38 26302.7 11527 92.2093 threshold=344.25000000000006 0 21.947000000000003 109.32500000000002 25.164000000000005 250.05000000000004 365.72000000000008 113.47500000000001 285.62500000000006 1 105.004 125.83150000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 left_child=1 12 5 4 9 6 7 8 -3 10 -4 -11 -1 right_child=-2 2 3 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.11852352039234058 0.37907245773535508 0.00081913219323402826 -0.044801035267966131 0.70463889360427856 0.4384744643646738 -0.25837928700447083 -0.24441363620758058 -0.21899590481882508 -0.20008017498513928 -0.009203831410790184 0.27394997353737172 -0.16221443278055925 0.10273699808765102 leaf_weight=74 26 12566 77 22 23 20 20 23 23 203 39 65 74 leaf_count=74 26 12566 77 22 23 20 20 23 23 203 39 65 74 internal_value=0 0.00206976 0.000840855 0.0475735 0.0120564 -0.000743076 -0.000335165 5.18923e-05 0.000452091 -0.0134842 0.0574156 -0.0446486 0.103628 internal_weight=0 13229 13081 429 407 12652 12632 12612 12589 384 116 268 148 internal_count=13255 13229 13081 429 407 12652 12632 12612 12589 384 116 268 148 cat_boundaries=0 3 4 cat_threshold=0 16384 16777472 261 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=11 num_cat=2 split_feature=4 25 3 3 6 5 25 6 26 3 split_gain=36147.6 16165 10756.9 14505.1 10907.7 11983.3 9257.9 4422.42 90.3744 10.9244 threshold=344.25000000000006 0 344.25000000000006 216.24000000000004 223.36075000000002 285.62500000000006 1 269.79925000000003 2022.5000000000002 255.10500000000002 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 8 3 4 5 6 -3 -6 -1 -5 right_child=-2 2 -4 9 7 -7 -8 -9 -10 -11 leaf_value=0.11733828096776396 0.37528170640651992 0.027094590435885083 -0.20639923410415648 0.19186952182224817 0.25978271038830281 -0.21443450230818528 -0.0022188725424236336 0.073375654867717202 0.10170961769851479 0.18166943209511893 leaf_weight=74 26 1176 25 21 20 26 11757 35 74 21 leaf_count=74 26 1176 25 21 20 26 11757 35 74 21 internal_value=0 0.00204907 0.000832446 0.0012299 0.000631106 3.46797e-05 0.00046584 0.14116 0.102592 0.186769 internal_weight=0 13229 13081 13056 13014 12959 12933 55 148 42 internal_count=13255 13229 13081 13056 13014 12959 12933 55 148 42 cat_boundaries=0 3 7 cat_threshold=0 16384 16777472 513 24 2188328960 33312 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=10 num_cat=2 split_feature=9 10 25 7 5 5 25 5 26 split_gain=23876.5 25290.2 18861.2 24655.4 7726.05 15520.4 10447.9 5511.93 32.9336 threshold=285.62500000000006 282.93750000000006 0 355.00000000000006 335.87040000000007 172.87500000000003 1 228.56250000000003 2022.5000000000002 decision_type=2 2 9 2 2 2 9 2 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=0.12446224277966643 0.3246710784538932 -0.35313690662384034 0.065438391566123244 0.35226433360576631 -0.19550816869735721 0.28332591891288755 -0.00075465666595809892 0.080004785299301148 0.11496333906095321 leaf_weight=73 23 20 233 20 20 24 12739 30 73 leaf_count=73 23 20 233 20 20 24 12739 30 73 internal_value=0 0.00219399 0.00273188 0.00142364 0.000886878 0.00118842 0.000484151 0.17037 0.112039 internal_weight=0 13232 13212 13066 13046 13026 12972 54 146 internal_count=13255 13232 13212 13066 13046 13026 12972 54 146 cat_boundaries=0 3 7 cat_threshold=0 16384 16777472 0 16 39845888 32800 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=17 num_cat=8 split_feature=25 3 25 24 25 4 5 25 24 0 17 25 24 4 5 4 split_gain=32799.9 21950.7 14082.3 49875.9 37247.1 46892.1 29472.6 22566.2 17564.4 14380.1 11385.2 9346.61 13564.3 11283.1 8992.63 3073.76 threshold=0 333.3454000000001 1 2 3 2.2169500000000002 176.53925000000004 4 5 4.440217500000001 113.47500000000001 6 7 199.12500000000003 205.12500000000003 7.2030000000000003 decision_type=9 2 9 1 9 2 2 9 1 2 2 9 1 2 2 2 left_child=-1 2 3 4 15 9 7 -5 -9 -6 11 12 -4 14 -13 -2 right_child=1 -3 10 6 5 -7 -8 8 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=-0.15684030678409797 -0.04066611842906221 0.26857049499788593 0.025638667070347329 -0.14621437246149235 0.24556910730351164 -0.14412238074887182 0.31804480365344456 0.051597793610120304 -0.033984235860690645 0.52845618307590481 0.2311829342160906 0.00048062444114251751 -0.12160574044527547 -0.18516403172955367 -0.16739076994359495 0.090641062801534486 leaf_weight=120 94 31 105 100 177 31 28 431 516 20 21 11407 145 33 32 22 leaf_count=120 94 31 105 100 177 31 28 431 516 20 21 11407 145 33 32 22 internal_value=0 0.00278231 0.00215842 0.0317979 0.134855 0.208265 -0.00211927 -0.0107017 0.00509814 0.274289 -0.00144899 -0.00186699 -0.0611556 -0.000521201 1.10131e-05 -0.014512 internal_weight=0 13193 13162 1419 344 228 1075 1047 947 197 11743 11722 250 11472 11439 116 internal_count=13313 13193 13162 1419 344 228 1075 1047 947 197 11743 11722 250 11472 11439 116 cat_boundaries=0 4 8 9 12 15 16 19 20 cat_threshold=0 16384 4276224 32 201343744 2162688 3238527232 32768 2624 134234112 0 16777216 0 2097152 256 147 0 32832 1024 1178 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=15 num_cat=6 split_feature=25 3 25 24 5 7 25 13 25 24 0 8 5 7 split_gain=32195.6 21514.1 13823.8 42457.6 18381.2 21785.8 20655.4 9022.18 8351.86 18863.7 6816.18 5210.82 4571.04 1804.92 threshold=0 333.3454000000001 1 2 176.53925000000004 41.517500000000005 3 156.08500000000004 4 5 22.196000000000005 151.80020000000005 205.12500000000003 228.56250000000003 decision_type=9 2 9 1 2 2 9 2 9 1 2 2 2 2 left_child=-1 2 3 -2 5 6 -5 8 9 -4 -11 12 -10 -7 right_child=1 -3 7 4 -6 13 -8 -9 11 10 -12 -13 -14 -15 leaf_value=-0.15539255013832681 0.21794167744374907 0.26588480057254915 0.050526888590997479 -0.10410712578165249 0.22929282023356512 -0.25571202737313731 0.030784236528530701 0.21080756831169128 0.00033574897544426488 -0.086378860502607291 -0.27114431616934864 -0.16151676197815687 -0.13503216867446902 -0.13037440156936644 leaf_weight=120 103 31 122 117 39 27 1088 20 11343 216 22 20 25 20 leaf_count=120 103 31 122 117 39 27 1088 20 11343 216 22 20 25 20 internal_value=0 0.00275278 0.00213513 0.0317932 0.0153806 0.00884008 0.0170784 -0.00140389 -0.00176636 -0.0485229 -0.0992863 -0.000245459 3.80539e-05 -0.202377 internal_weight=0 13193 13162 1394 1291 1252 1205 11768 11748 360 238 11388 11368 47 internal_count=13313 13193 13162 1394 1291 1252 1205 11768 11748 360 238 11388 11368 47 cat_boundaries=0 4 8 9 12 15 16 cat_threshold=0 16384 4276224 32 201343744 2097152 3238527232 33280 512 0 2097152 256 0 32848 1024 1068 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=10 num_cat=0 split_feature=18 1 5 6 9 7 11 9 13 split_gain=20235.2 15018.4 10224 17631.2 9327.28 13706.5 9004.63 15774.3 8785.15 threshold=118.09000000000002 339.56250000000006 280.57800000000003 344.25000000000006 39.071000000000012 355.00000000000006 11.586400000000001 273.29900000000004 238.56750000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -6 -1 right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=0.0020847077379245165 0.31137171154930476 -0.21566728847101332 0.16952670176823934 -0.28208324085582387 -0.061237851861897889 0.26374285912513734 0.11082379964264957 -0.36633267444372181 -0.20261407556987945 leaf_weight=13008 21 32 36 22 111 20 22 20 21 leaf_count=13008 21 32 36 22 111 20 22 20 21 internal_value=0 0.00071078 0.00123296 0.000774809 0.00124617 0.00215632 -0.0763786 -0.107817 0.00175478 internal_weight=0 13292 13260 13224 13202 13049 153 131 13029 internal_count=13313 13292 13260 13224 13202 13049 153 131 13029 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=22 num_cat=8 split_feature=25 3 25 24 25 3 5 25 24 2 17 25 24 5 26 2 26 26 26 5 26 split_gain=31562.7 21103.5 13563.2 48449.3 36592.4 46124.8 28442.4 21782.8 17194 14741.9 11136.5 9020.89 13310.4 10384 7132.16 7123.11 3279.24 3169.25 670.151 75.8971 63.6808 threshold=0 333.3454000000001 1 2 3 8.0855000000000015 176.53925000000004 4 5 4.4228000000000014 113.47500000000001 6 7 148.98750000000004 2022.5000000000002 233.80500000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 242.42064000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 2 9 1 2 2 9 1 2 2 2 2 2 2 2 2 left_child=14 2 3 4 17 9 7 18 -9 -6 11 12 16 15 -1 -13 -4 -2 -5 -15 -14 right_child=1 -3 10 6 5 -7 -8 8 -10 -11 -12 13 20 19 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.089597849083443482 -0.070587818281991149 0.26332232144571122 0.081570981936021275 -0.13230175695419313 0.29447670537000264 -0.21011597591897715 0.31228046400206433 0.050865175091659401 -0.033808751680353522 0.039652819266686075 0.22863881508509321 0.00038412823127670012 -0.12175441712946505 -0.1686171917481856 -0.24378560729821522 -0.18850207921862602 -0.030325114929676059 0.034013664464155838 -0.18407629404067993 -0.14203897283190775 -0.1350113576960186 leaf_weight=60 56 31 55 50 179 23 28 431 516 26 21 11409 74 22 60 20 50 60 50 21 71 leaf_count=60 56 31 55 50 179 23 28 431 516 26 21 11409 74 22 60 20 50 60 50 21 71 internal_value=0 0.00271375 0.00210201 0.0311901 0.132761 0.205503 -0.00223678 -0.0106693 0.00485699 0.262158 -0.00143827 -0.00185168 -0.060098 -0.000529517 -0.153869 5.35898e-05 0.0258274 -0.0151754 -0.143808 -0.155637 -0.119972 internal_weight=0 13193 13162 1419 344 228 1075 1047 947 205 11743 11722 250 11472 120 11429 105 116 100 43 145 internal_count=13313 13193 13162 1419 344 228 1075 1047 947 205 11743 11722 250 11472 120 11429 105 116 100 43 145 cat_boundaries=0 4 8 9 12 15 16 19 20 cat_threshold=0 16384 4276224 32 201343744 2162688 3238527232 32768 2624 134234112 0 16777216 0 2097152 256 147 0 32832 1024 1178 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=19 num_cat=5 split_feature=25 4 25 24 10 25 4 0 25 15 8 5 1 10 26 5 26 26 split_gain=30934.6 21449.8 13860.4 47512 41386.6 28069.4 26122.9 25745.3 25107.9 18178.8 16588.6 16061.7 31287 10145.7 6990.23 826.103 673.656 220.706 threshold=0 333.3454000000001 1 2 51.726358500000011 3 30.383500000000005 5.3227500000000001 4 7.2150000000000007 189.44922000000003 181.87500000000003 243.26250000000002 195.14400000000003 2022.5000000000002 259.57500000000005 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=14 2 3 5 8 17 7 -7 16 -10 11 12 13 -4 -1 -13 -5 -2 right_child=1 -3 10 4 -6 6 -8 -9 9 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=-0.088701870011786629 -0.0047577435150742533 0.26127711445093155 -0.00051728787521306918 -0.13341187365353108 0.39260058126449587 0.15602047083748352 -0.18755889606475828 0.45891841619245471 0.008960969869267827 -0.28906320435660227 -0.22546094549876272 -0.15117559995651245 0.3854298219013782 -0.22594176095724106 -0.2413477489153544 -0.23740163254737856 -0.17947576549318101 -0.031020005987957122 leaf_weight=60 64 32 11587 64 25 296 20 31 807 21 33 25 21 20 60 20 63 64 leaf_count=60 64 32 11587 64 25 296 20 31 807 21 33 25 21 20 60 20 63 64 internal_value=0 0.00268674 0.00206004 0.031057 -0.00895873 0.112098 0.158704 0.184736 -0.0195646 0.00138565 -0.00156933 -0.000937723 -0.000208 -0.000905716 -0.152331 -0.189498 -0.144856 -0.0165926 internal_weight=0 13193 13161 1455 980 475 347 327 955 828 11706 11673 11628 11607 120 45 127 128 internal_count=13313 13193 13161 1455 980 475 347 327 955 828 11706 11673 11628 11607 120 45 127 128 cat_boundaries=0 4 8 9 12 15 cat_threshold=0 16384 4276224 32 201343744 2162688 3238527232 33280 2625 134234112 0 524288 0 65536 16777472 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=22 num_cat=6 split_feature=25 4 24 25 25 24 1 8 2 2 10 4 7 9 14 25 26 1 26 26 26 split_gain=20480.8 45363 28165.5 24041.6 18709.5 33802.8 12612.4 12254.6 14442.9 12152.4 10342 10054.8 9661.17 8684.6 8302.7 10658.2 5327.31 3484.38 4790.07 3453.65 999.734 threshold=0 279.07800000000003 1 2 3 4 6.3720000000000008 2.1940000000000004 28.639500000000002 233.80500000000004 250.05000000000004 255.10500000000002 5.2798230000000013 174.51000000000002 115.96500000000002 5 2022.5000000000002 6.5057 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 9 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 19 5 20 16 8 12 10 11 13 -5 14 15 -2 -6 18 -7 -4 -1 right_child=9 -3 3 7 6 17 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.24159661993835913 0.057823967889090569 0.48568627979444423 0.057633720297128592 -0.045713492346017855 0.039137942175070446 -0.056962533320410777 0.25036307096481325 -0.27739326139291126 0.21711794006824495 -0.19894503932326071 -0.21732563314112749 -0.19676087374870593 -0.27268385720252991 -0.15719775984968457 -0.16289864691995806 -0.00056943302639960282 -0.070924650704228251 0.15001918172836304 0.068913106533788876 0.17437084192579444 0.29565978137540144 leaf_weight=66 311 23 47 301 90 59 20 24 20 31 22 26 20 35 31 11908 86 20 62 55 71 leaf_count=66 311 23 47 301 90 59 20 24 20 31 22 26 20 35 31 11908 86 20 62 55 71 internal_value=0 0.0464282 0.0361852 -0.0193487 0.0894206 0.141838 0.0117969 -0.0574094 -0.0436102 -0.00119937 -0.000703295 -0.000316186 -0.0598549 9.95695e-05 0.00054899 0.000963662 -0.0146426 0.0259087 0.00753573 0.109814 0.251274 internal_weight=0 964 941 467 474 278 196 365 341 12364 12333 12311 321 12285 12250 12219 176 141 121 102 137 internal_count=13328 964 941 467 474 278 196 365 341 12364 12333 12311 321 12285 12250 12219 176 141 121 102 137 cat_boundaries=0 4 5 9 12 13 17 cat_threshold=512 64 3238592768 32 2635 0 0 2148073472 32 512 0 16777472 577 256 2113536 39845888 33280 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=22 num_cat=7 split_feature=25 4 24 5 25 25 24 1 26 8 2 2 10 4 7 9 25 24 4 26 26 split_gain=20072.8 44460.3 27605 27412.9 24543.3 23563.2 20013.9 44694.4 15380.3 12010.7 14155.5 11910.6 10136.2 9854.73 9468.91 8511.83 8139.98 79644.6 16514 4653.21 3384.92 threshold=0 279.07800000000003 1 39.495000000000012 2 3 4 31.872000000000003 2022.5000000000002 2.1940000000000004 28.639500000000002 233.80500000000004 250.05000000000004 255.10500000000002 5.2798230000000013 174.51000000000002 5 6 166.68000000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 9 9 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 4 6 20 8 -8 -1 10 14 12 13 15 -7 16 17 -2 -18 -6 -4 right_child=11 -3 5 -5 19 9 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 leaf_value=0.25384617996215819 0.24865450703538955 0.4808294238214908 0.057057389024090258 0.45272121238708496 0.15038578072562814 -0.045256357282350626 -0.071034686679475045 0.40282321041280578 0.027422562611599761 -0.27461933036645253 0.21494674849510195 -0.19695559040958724 -0.21515237737785686 -0.19479326532437252 -0.2699570174217224 -0.15562578088896614 -0.001441706372894152 -0.059988523780083174 0.24615080789283472 0.28512473648244685 0.17262712982567874 leaf_weight=60 118 23 47 20 48 301 209 22 60 24 20 31 22 26 20 35 11870 235 27 55 55 leaf_count=60 118 23 47 20 48 301 209 22 60 24 20 31 22 26 20 35 11870 235 27 55 55 internal_value=0 0.0459639 0.0358233 0.0885264 0.0744325 -0.0191552 0.0301717 -0.0248305 0.129816 -0.0568353 -0.0431741 -0.00118692 -0.000695798 -0.00031256 -0.0592564 9.90398e-05 0.000543968 0.0471917 -0.000879061 0.202658 0.108716 internal_weight=0 964 941 474 454 467 351 231 120 365 341 12364 12333 12311 321 12285 12250 353 11897 103 102 internal_count=13328 964 941 474 454 467 351 231 120 365 341 12364 12333 12311 321 12285 12250 353 11897 103 102 cat_boundaries=0 4 5 8 12 13 17 18 cat_threshold=512 64 3238592768 32 2635 512 64 2148007936 0 0 2148073472 32 66 16640 2113536 39845888 33280 225 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=10 num_cat=0 split_feature=3 3 10 10 2 4 4 7 1 split_gain=20643.2 45386.7 20652.3 11999 7546.08 25034.9 19432.4 14178.8 10913.4 threshold=365.72000000000008 272.07425000000006 282.93750000000006 211.12500000000003 54.405500000000011 333.3454000000001 51.726358500000011 183.80721500000004 26.134500000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 right_child=-2 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=0.0024133972930231013 -0.31879512476921085 0.45654865741729739 -0.30416796640916305 0.23068350719368977 -0.003722381744947698 -0.34382362729027161 0.34425390546972107 -0.15704973409218448 0.23541143406521189 leaf_weight=12976 20 22 22 23 144 21 22 56 22 leaf_count=12976 20 22 22 23 144 21 22 56 22 internal_value=0 0.00271836 0.00196687 0.00247463 0.00207822 0.00117223 0.064982 0.00172817 0.0279701 internal_weight=0 13308 13286 13264 13241 13053 188 13032 166 internal_count=13328 13308 13286 13264 13241 13053 188 13032 166 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=10 num_cat=3 split_feature=3 3 25 10 25 5 10 24 5 split_gain=20232.4 44483.5 23711.9 15159.2 11945.8 20870.8 17789 11537.4 6854.07 threshold=365.72000000000008 272.07425000000006 0 282.93750000000006 1 172.87500000000003 206.27675000000002 2 228.56250000000003 decision_type=2 2 9 2 9 2 2 1 2 left_child=1 2 -1 4 7 6 -6 -4 -7 right_child=-2 -3 3 -5 5 8 -8 -9 -10 leaf_value=0.14554914112415229 -0.31560717701911928 0.45198318178003483 0.0045816462081775334 -0.2677578022366478 0.00097588367742592913 0.31752364739127781 0.2994439275562763 -0.1447267839565341 0.10531716473897298 leaf_weight=104 20 22 104 21 12867 23 20 102 45 leaf_count=104 20 22 104 21 12867 23 20 102 45 internal_value=0 0.00269117 0.0019472 0.000703296 0.00113219 0.00235927 0.00143909 -0.0726254 0.177093 internal_weight=0 13308 13286 13182 13161 12955 12887 206 68 internal_count=13328 13308 13286 13182 13161 12955 12887 206 68 cat_boundaries=0 4 7 8 cat_threshold=0 0 2621696 32 67108864 16 131072 3164 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=12 num_cat=2 split_feature=3 3 25 26 10 25 5 2 5 0 26 split_gain=19829.7 43598.2 23281.8 114569 14857.4 11728.5 20455.4 17690.8 6717.68 224.842 1163.72 threshold=365.72000000000008 272.07425000000006 0 2022.5000000000002 282.93750000000006 1 172.87500000000003 255.10500000000002 228.56250000000003 13.704000000000002 2022.5000000000002 decision_type=2 2 9 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 9 7 -7 -8 10 -4 right_child=-2 -3 4 -5 -6 6 8 -9 -10 -11 -12 leaf_value=-0.17381801042777414 -0.31245110440254215 0.44746333382346415 -0.096186577131873674 0.4899955246310968 -0.26508022081284294 0.00079599577073399201 0.31434840492580246 0.21977221032654917 0.10426399548848471 -0.10567105163227428 -0.045862334056684148 leaf_weight=52 20 22 95 52 21 12850 23 37 45 22 89 leaf_count=52 20 22 95 52 21 12850 23 37 45 22 89 internal_value=0 0.0026643 0.00192777 0.144221 0.000695201 0.00111981 0.00233567 0.0014247 0.175322 -0.0719641 -0.071845 internal_weight=0 13308 13286 104 13182 13161 12955 12887 68 206 184 internal_count=13328 13308 13286 104 13182 13161 12955 12887 68 206 184 cat_boundaries=0 4 7 cat_threshold=0 0 2621696 32 67108864 16 131072 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=12 num_cat=2 split_feature=4 4 15 25 25 1 4 8 26 15 8 split_gain=29543.6 21987.7 16617.6 17214.8 11505.3 25973.5 29885.3 9259.61 6658.3 5295.38 2332.47 threshold=365.72000000000008 279.07800000000003 250.05000000000004 0 1 125.83150000000002 23.347670000000004 86.532000000000025 2022.5000000000002 32.879500000000014 263.60184000000004 decision_type=2 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 9 -1 -6 -9 right_child=-2 -3 -4 4 7 -7 -8 10 -10 -11 -12 leaf_value=0.035428896318330912 -0.36682301488789648 0.31581271605058148 -0.28166893246627989 -0.074102904856329865 -0.00084176399066187386 0.26339246676518369 0.31958720850944522 0.076807796821512023 0.13927534753906318 0.091807385808037184 0.20204298138618471 leaf_weight=132 22 22 21 537 12334 26 20 58 116 62 20 leaf_count=132 22 22 21 537 12334 26 20 58 116 62 20 internal_value=0 -6.61127e-05 -0.0005876 -0.000143954 -0.00174086 -0.0447779 -0.0599668 0.000304826 0.0807463 -0.000378369 0.108919 internal_weight=0 13348 13326 13305 13057 583 557 12474 248 12396 78 internal_count=13370 13348 13326 13305 13057 583 557 12474 248 12396 78 cat_boundaries=0 4 7 cat_threshold=16384 16400 4194560 32 1 32832 3221291008 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=10 num_cat=0 split_feature=4 4 15 3 0 0 10 26 0 split_gain=28955.7 21550.2 16286.9 10251.8 11618.1 13919.7 13237.6 2090.41 4947.84 threshold=365.72000000000008 279.07800000000003 250.05000000000004 344.25000000000006 200.13000000000002 153.43270000000004 206.27675000000002 2022.5000000000002 259.57500000000005 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=0.0011073291851580412 -0.36315479061820294 0.31265459667552603 -0.27885223990394958 -0.22091647153808958 -0.047801036732537404 0.24679899070573888 -0.18830776591558715 -0.056154298474711761 -0.23630312204360962 leaf_weight=13128 22 22 21 21 35 23 37 31 30 leaf_count=13128 22 22 21 21 35 23 37 31 30 internal_value=0 -6.54516e-05 -0.000581724 -0.000142514 0.000206496 0.0010044 0.000574981 -0.109405 -0.144752 internal_weight=0 13348 13326 13305 13284 13188 13165 96 61 internal_count=13370 13348 13326 13305 13284 13188 13165 96 61 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=15 num_cat=5 split_feature=4 4 25 26 25 24 1 6 24 11 6 6 25 6 split_gain=28379.5 21121.3 15227.2 32609.5 13279 17973.4 22853.8 12067.8 7640.37 6909.75 6863.36 8282.56 6130.46 334.597 threshold=365.72000000000008 279.07800000000003 0 2022.5000000000002 1 2 23.747850000000003 22.111000000000004 3 184.96521500000003 228.18750000000003 149.26580000000004 4 285.62500000000006 decision_type=2 2 9 2 9 1 2 2 1 2 2 2 9 2 left_child=1 2 3 -1 5 6 8 12 -4 10 11 -6 -7 -12 right_child=-2 -3 4 -5 9 7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.036530553367402824 -0.35952325474132191 0.30952804045243698 0.037362059071347431 0.27500119670989021 0.00095876126623485147 -0.13021017412120295 0.3265395964894976 -0.34243473803997043 -0.065621958119528631 -0.13982512938763414 -0.15756732429563999 0.19516027076677844 -0.02873290004474776 -0.10041572150729952 leaf_weight=72 22 22 133 63 12507 145 21 20 137 35 20 22 130 21 leaf_count=72 22 22 133 63 12507 145 21 20 137 35 20 22 130 21 internal_value=0 -6.4797e-05 -0.000575906 0.101344 -0.00169452 -0.0478191 0.00848398 -0.101816 -0.0159395 0.000485993 0.000877063 0.00129976 -0.0880188 -0.128295 internal_weight=0 13348 13326 135 13191 586 291 295 270 12605 12570 12529 275 41 internal_count=13370 13348 13326 135 13191 586 291 295 270 12605 12570 12529 275 41 cat_boundaries=0 3 6 7 8 11 cat_threshold=0 16 256 1 32832 3221291008 2350 38 0 64 3221225472 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=14 num_cat=3 split_feature=4 4 15 25 24 26 25 1 4 8 0 26 1 split_gain=27814.5 20701.2 15955.3 16687.6 131151 13126 11073 40831.4 21623.6 11049.5 9013.21 850.627 491.192 threshold=365.72000000000008 279.07800000000003 250.05000000000004 0 1 2022.5000000000002 2 105.004 29.205000000000002 255.10500000000002 276.84975000000003 2022.5000000000002 207.80256000000003 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 -5 10 -8 -6 -9 right_child=-2 -3 -4 6 11 -7 9 12 -10 -11 -12 -13 -14 leaf_value=0.26704306262834321 -0.3559280128912492 0.30643277601762253 -0.27599477764396441 -0.070068420479411767 -0.14631413218942849 0.49324207598748415 0.00055105083410105209 0.30243635487556458 0.19609000146389008 0.23541130596399307 -0.19342950974901515 -0.097686194419860845 0.23319062482743036 leaf_weight=58 22 22 21 662 74 46 12278 20 32 20 24 70 21 leaf_count=58 22 22 21 662 74 46 12278 20 32 20 24 70 21 internal_value=0 -6.55514e-05 -0.000571552 -0.000136837 0.0795052 0.334892 -0.00170911 -0.0391472 -0.057796 0.000553983 0.000172614 -0.11471 0.266969 internal_weight=0 13348 13326 13305 248 104 13057 735 694 12322 12302 144 41 internal_count=13370 13348 13326 13305 248 104 13057 735 694 12322 12302 144 41 cat_boundaries=0 4 5 9 cat_threshold=16384 16400 4194560 32 1636 4194561 98368 3221291008 512 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=13 num_cat=4 split_feature=15 25 5 7 25 11 24 15 15 25 5 5 split_gain=12981.7 13518 12184.6 15424.2 20253.2 14813.4 12480 11439.8 29196.4 9132.65 8848.59 2949.15 threshold=267.95700000000005 0 172.87500000000003 355.00000000000006 1 11.291750000000002 2 32.879500000000014 43.248000000000012 3 365.72000000000008 242.42064000000002 decision_type=2 9 2 2 9 2 1 2 2 9 2 2 left_child=1 -1 3 4 5 6 -3 9 -9 -6 11 -4 right_child=-2 2 10 -5 7 -7 -8 8 -10 -11 -12 -13 leaf_value=0.089415963500379086 -0.25522569354809821 0.012407981465969766 0.1313060200214386 0.26866938000633606 -0.089973088055849082 -0.32094629955291754 -0.073307910840161125 0.45029620802402498 -0.017649219468235972 0.00074203042354609606 -0.051020477385748005 0.27989673668687998 leaf_weight=156 20 256 34 21 102 20 504 20 40 12154 21 22 leaf_count=156 20 256 34 21 102 20 504 20 40 12154 21 22 internal_value=0 -0.000263208 -0.00139025 -0.00212759 -0.00256182 -0.0516439 -0.0452365 0.000588109 0.138333 -8.5748e-05 0.124035 0.189681 internal_weight=0 13350 13194 13117 13096 780 760 12316 60 12256 77 56 internal_count=13370 13350 13194 13117 13096 780 760 12316 60 12256 77 56 cat_boundaries=0 3 6 7 10 cat_threshold=0 16400 256 4194561 2195520 3221291008 330 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=21 num_cat=4 split_feature=25 26 25 5 14 6 6 2 7 2 25 1 5 15 15 25 5 5 2 2 split_gain=19158.6 22728.7 14323.4 30488.4 11542.9 11280.4 43680.9 16997.9 19387.4 6499.91 4917.61 14867.1 9002.73 7040.15 23631.8 9793.89 3997.06 6292.08 2934.29 143.127 threshold=0 2022.5000000000002 1 27.130000000000006 182.65800000000004 228.18750000000003 29.757000000000005 31.872000000000003 39.245000000000012 174.00000000000003 2 54.277999999999999 49.620000000000012 32.879500000000014 59.620500000000007 3 55.242750000000008 280.57800000000003 207.80256000000003 233.80500000000004 decision_type=9 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 left_child=1 -1 3 5 9 6 7 8 -2 10 11 12 -4 15 -15 -12 -5 -18 -9 -11 right_child=2 -3 4 16 -6 -7 -8 18 -10 19 13 -13 -14 14 -16 -17 17 -19 -20 -21 leaf_value=-0.0029780790623691344 -0.084937567598345906 0.20734923283664547 0.022597796066467293 0.28699785315990445 0.24056671321392059 -0.28002613804557108 0.34501784141416908 0.20484380245208741 0.19295230636229882 -0.095440959978103646 -0.09345417613568513 0.23592127952724695 -0.16008358112403326 0.37399244223322187 -0.060477374075881898 -0.00069034520094029151 -0.0030834045193412086 0.23608334237878975 0.046493519783020021 -0.12895214755947773 leaf_weight=108 730 98 738 20 20 22 27 22 26 25 105 32 28 21 31 11091 22 22 25 26 leaf_count=108 730 98 738 20 20 22 27 22 26 25 105 32 28 21 31 11091 22 22 25 26 internal_value=0 0.0925861 -0.00237006 -0.0402785 0.000526524 -0.0565303 -0.0506064 -0.0639088 -0.0753805 0.0001301 0.000607057 0.024436 0.0159201 -0.00110426 0.114982 -0.0016444 0.169781 0.1165 0.120615 -0.112525 internal_weight=0 206 13033 916 12117 852 830 803 756 12097 12046 798 766 11248 52 11196 64 44 47 51 internal_count=13239 206 13033 916 12117 852 830 803 756 12097 12046 798 766 11248 52 11196 64 44 47 51 cat_boundaries=0 4 8 12 15 cat_threshold=0 16400 524544 32 71303680 1073750080 1111507968 32768 16640 2150203904 2555904 512 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=13 num_cat=4 split_feature=8 25 26 9 25 6 2 1 2 25 24 0 split_gain=25086.9 26474.4 50546.2 14833.8 17479.8 39313.5 28368.3 19859.2 7380.18 8384.21 29734.5 13015.2 threshold=239.51250000000002 0 2022.5000000000002 223.50400000000005 1 95.142500000000013 68.310000000000016 181.87500000000003 233.80500000000004 2 3 211.57500000000002 decision_type=2 9 2 2 9 2 2 2 2 9 1 2 left_child=1 2 -1 4 5 6 7 -3 9 10 -6 -11 right_child=-2 3 -4 -5 8 -7 -8 -9 -10 11 -12 -13 leaf_value=-0.045921077728271482 -0.26443865444097259 -0.081880808819713921 0.39532316439151766 0.20129243574208683 0.1114968945012025 0.33542256695146749 0.21849375023160661 0.21656273530877154 -0.15307833014957367 -0.00090692459452864705 -0.035414315590939743 0.21120530568320178 leaf_weight=54 36 729 50 36 272 26 35 23 31 11653 265 29 leaf_count=54 36 729 50 36 272 26 35 23 31 11653 265 29 internal_value=0 -9.80558e-05 0.151635 -0.00141743 -0.00197716 -0.046588 -0.0598004 -0.0727529 0.00102074 0.00141253 0.0396768 -0.000380041 internal_weight=0 13203 104 13099 13063 813 787 752 12250 12219 537 11682 internal_count=13239 13203 104 13099 13063 813 787 752 12250 12219 537 11682 cat_boundaries=0 3 7 11 12 cat_threshold=0 16384 2621696 71303680 64 1077953536 32768 16640 622608 16842752 32 1133 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=20 num_cat=2 split_feature=25 26 25 5 0 6 4 2 14 2 0 1 3 15 5 5 26 6 2 split_gain=18513.6 21990 13741.3 29813.3 15255.1 16617.6 23629.2 13844.1 11281.2 6290.82 7450.43 5926.1 28663.1 7815.25 3931.14 6117.77 3085.98 1504.29 129.609 threshold=0 2022.5000000000002 1 27.130000000000006 32.559500000000007 29.757000000000005 230.65000000000003 219.40000000000003 182.65800000000004 174.00000000000003 211.57500000000002 51.072690000000009 2.8170000000000006 32.879500000000014 55.242750000000008 280.57800000000003 2022.5000000000002 206.27675000000002 233.80500000000004 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 9 10 11 13 -13 -4 -5 -16 -6 -7 -11 right_child=2 -3 8 14 16 17 -8 -9 -10 18 -12 12 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.0029842970009755204 -0.071410949674923549 0.20389683472866915 -0.0012009069504415912 0.28451333332061768 -0.28938956534421001 0.21413448119163511 0.28445093441009522 0.18911018757593062 0.23781352400779723 -0.094453428936004627 0.14423157395588029 -0.00074461820496230565 0.37173220291137699 0.11228075881473354 -0.0024880819970911202 0.23334247415715997 -0.1442233656346798 0.092954041248276123 -0.12634276458850274 leaf_weight=108 711 98 11805 20 27 20 20 21 20 25 36 119 25 61 22 22 32 21 26 leaf_count=108 711 98 11805 20 27 20 20 21 20 25 36 119 25 61 22 22 32 21 26 internal_value=0 0.0910166 -0.00232755 -0.0394576 -0.0555244 -0.0439825 -0.0546713 -0.063937 0.000509563 0.000117649 0.000586871 0.000156296 0.0639215 -0.000617527 0.168267 0.115427 -0.210655 0.152066 -0.110711 internal_weight=0 206 13033 916 852 793 752 732 12117 12097 12046 12010 144 11866 64 44 59 41 51 internal_count=13239 206 13033 916 852 793 752 732 12117 12097 12046 12010 144 11866 64 44 59 41 51 cat_boundaries=0 4 8 cat_threshold=0 16400 524544 32 71303680 1073750080 1111507968 32768 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=15 num_cat=4 split_feature=8 25 26 9 25 6 2 1 10 25 24 0 2 10 split_gain=24700.3 25750.7 49239.3 14407.5 16816.1 38258 27442.6 19451.8 7182.12 7027.59 22686.7 6791.89 4954.44 4740.02 threshold=239.51250000000002 0 2022.5000000000002 223.50400000000005 1 95.142500000000013 68.310000000000016 181.87500000000003 30.846000000000007 2 3 211.57500000000002 11.243000000000002 211.12500000000003 decision_type=2 9 2 2 9 2 2 2 2 9 1 2 2 2 left_child=1 2 -1 4 5 6 7 -3 9 10 -6 -11 13 -10 right_child=-2 3 -4 -5 8 -7 -8 -9 12 11 -12 -13 -14 -15 leaf_value=-0.045437300116927537 -0.26238247459133468 -0.080499145493258845 0.39006514061689379 0.19838807611001863 -0.06770653179616784 0.33115525440527843 0.21499013580594745 0.21486735841502314 0.018017787142803793 -0.0014974668857798284 0.10436931777561727 0.14004370699910557 0.21451052012897673 0.18739776980876921 leaf_weight=54 36 729 50 36 110 26 35 23 95 11757 213 34 21 20 leaf_count=54 36 729 50 36 110 26 35 23 95 11757 213 34 21 20 internal_value=0 -8.6792e-05 0.149558 -0.00138802 -0.00193964 -0.0456953 -0.0587259 -0.0714653 0.00100079 0.000190304 0.0454942 -0.0010884 0.0732674 0.0474752 internal_weight=0 13203 104 13099 13063 813 787 752 12250 12114 323 11791 136 115 internal_count=13239 13203 104 13099 13063 813 787 752 12250 12114 323 11791 136 115 cat_boundaries=0 3 7 11 12 cat_threshold=0 16384 2621696 71303680 64 1077953536 32768 16640 98320 65536 32 2944 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=13 num_cat=3 split_feature=8 25 26 3 25 1 2 3 24 13 2 3 split_gain=24208.8 25238.2 48259.4 16636.8 16668.9 20828.2 30066.8 10981.1 10536.6 6669.85 6491.47 1585.43 threshold=239.51250000000002 0 2022.5000000000002 333.3454000000001 1 181.87500000000003 68.310000000000016 177.71725000000004 2 123.84500000000003 125.83150000000002 219.40000000000003 decision_type=2 9 2 2 9 2 2 2 1 2 2 2 left_child=1 2 -1 4 5 6 8 9 -3 10 -6 -9 right_child=-2 3 -4 -5 7 -7 -8 11 -10 -11 -12 -13 leaf_value=-0.044982932850166607 -0.25975864317682051 -0.013209854495567335 0.38616451634764676 0.25634592118263244 0.00074965746450043197 0.23951674766540529 0.23775742748204401 0.21725516659872873 -0.091673463649344908 0.14472000136971475 -0.090194643426545068 0.10140330950419107 leaf_weight=54 36 274 50 25 12062 25 34 21 520 32 79 27 leaf_count=54 36 274 50 25 12062 25 34 21 520 32 79 27 internal_value=0 -8.56463e-05 0.148063 -0.00137386 -0.00186772 -0.0443417 -0.0534478 0.00113223 -0.0659175 0.000537914 0.000157894 0.152088 internal_weight=0 13203 104 13099 13074 853 828 12221 794 12173 12141 48 internal_count=13239 13203 104 13099 13074 853 828 12221 794 12173 12141 48 cat_boundaries=0 3 7 8 cat_threshold=0 16384 2621696 71303680 1073750080 1077953536 32768 2322 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=23 num_cat=5 split_feature=25 4 24 26 26 3 4 2 4 25 24 0 26 25 0 6 4 3 7 26 4 6 split_gain=23800.9 70147 60716.6 62111.5 17858.1 11742.2 6243.78 12865.3 9171.42 7807.38 24757 29966.5 47906 19107.8 13859.2 7199.66 6609.8 5843.48 5156.86 5153.8 2636.63 1863.92 threshold=0 29.205000000000002 1 2022.5000000000002 2022.5000000000002 279.07800000000003 64.847000000000023 21.947000000000003 279.07800000000003 2 3 11.177000000000001 2022.5000000000002 4 105.004 149.26580000000004 216.24000000000004 181.87500000000003 105.004 2022.5000000000002 121.76350000000002 263.60184000000004 decision_type=9 2 1 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 6 9 8 16 10 11 12 -2 19 -15 17 20 18 -11 -12 -8 -17 right_child=5 -3 3 -5 -6 -7 7 -9 -10 15 13 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 leaf_value=0.10440800933043162 0.021861576382853402 0.64956806727818073 0.11557868160520281 -0.30274730086326601 0.35157931327819825 -0.20944237629572551 -0.05666566164720626 0.17161790591478349 -0.27297454638481145 -0.0012695147430229349 -0.064743306534043671 -0.21709934006134671 0.32300033842889891 0.011243070377506548 0.28183900973200798 -0.17366840730820382 0.065638723949591318 0.13578934192657471 -0.10512639488403996 -0.20116179279561311 -0.17512446350911084 -0.056085190085264351 leaf_weight=60 119 21 70 72 57 27 42 20 25 12052 58 24 95 353 20 28 30 31 48 53 34 26 leaf_count=60 119 21 70 72 57 27 42 20 25 12052 58 24 95 353 20 28 30 31 48 53 34 26 internal_value=0 0.0904763 0.0486379 -0.0901796 0.207122 -0.00111528 -0.000685379 -0.0646161 -0.100682 6.25516e-05 0.0317829 0.11321 0.155545 -0.00973907 0.0250799 -0.00184155 -0.0600474 -0.00133021 -0.00168151 -0.119146 -0.10966 -0.117054 internal_weight=0 280 259 142 117 13085 13058 151 131 12907 722 238 214 484 373 12185 106 12131 12100 111 76 54 internal_count=13365 280 259 142 117 13085 13058 151 131 12907 722 238 214 484 373 12185 106 12131 12100 111 76 54 cat_boundaries=0 3 4 8 9 13 cat_threshold=256 16448 4718848 2728 67125249 2129920 3223470080 32 2085 67108864 0 1075838976 32 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=12 num_cat=2 split_feature=25 4 24 9 1 1 14 14 10 1 1 split_gain=23327.3 68751.1 59508.3 10222.8 9400.51 10267.6 6044.49 6001.05 11574.9 2798.5 4002.91 threshold=0 29.205000000000002 1 257.43900000000002 199.12500000000003 117.39000000000001 207.80256000000003 92.090000000000018 250.05000000000004 255.10500000000002 290.58750000000009 decision_type=9 2 1 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 7 8 -2 -6 -11 right_child=3 -3 -4 -5 9 -7 -8 -9 -10 10 -12 leaf_value=0.20505084088468178 -0.00013291116440647749 0.64307237080165325 -0.089277794380721295 -0.20730167634785177 -0.18472914018938619 0.17608979297406743 -0.16249414599460102 0.17284850496053697 -0.24089062234759331 0.039573913968744732 -0.14947706227501234 leaf_weight=117 12889 21 142 24 31 33 23 20 20 21 24 leaf_count=117 12889 21 142 24 31 33 23 20 20 21 24 internal_value=0 0.0895716 0.0481515 -0.00110413 -0.00072608 -7.70379e-05 -0.000525888 -0.000237755 -0.000505919 -0.111618 -0.0612533 internal_weight=0 280 259 13085 13061 12985 12952 12929 12909 76 45 internal_count=13365 280 259 13085 13061 12985 12952 12929 12909 76 45 cat_boundaries=0 3 4 cat_threshold=256 16448 4718848 2728 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=14 num_cat=3 split_feature=25 24 26 26 3 9 18 15 3 3 25 15 15 split_gain=22979.5 51792.2 17133.8 15941.1 11495.3 10054.7 6107.49 6149.19 7783.12 8297.57 6934.27 1916.38 616.926 threshold=0 1 2022.5000000000002 2022.5000000000002 279.07800000000003 257.43900000000002 129.58650000000003 27.749250000000004 131.43000000000004 189.44922000000003 2 46.655499999999996 206.70431000000005 decision_type=9 1 2 2 2 2 2 2 2 2 9 2 2 left_child=1 3 -3 -1 5 6 7 8 10 -10 -2 -9 -13 right_child=4 2 -4 -5 -6 -7 -8 11 9 -11 -12 12 -14 leaf_value=0.15593601862589518 0.014941831890727673 0.083778638708722472 -0.10541070472043339 0.40006294574377671 -0.20728649011364692 -0.20522865787148475 -0.17497382891178132 -0.13487945139408111 0.27440991344906035 0.027857616864717924 -0.0036176315119244651 -0.021927649038178579 -0.086357112792523019 leaf_weight=54 2489 91 101 53 27 24 20 37 21 39 10344 42 23 leaf_count=54 2489 91 101 53 27 24 20 37 21 39 10344 42 23 internal_value=0 0.0860882 -0.0149635 0.253196 -0.00116149 -0.000735558 -0.000358468 -8.97251e-05 0.000522123 0.114151 -9.14196e-06 -0.0774286 -0.0447258 internal_weight=0 299 192 107 13066 13039 13015 12995 12893 60 12833 102 65 internal_count=13365 299 192 107 13066 13039 13015 12995 12893 60 12833 102 65 cat_boundaries=0 3 4 8 cat_threshold=256 16448 4849920 554 205537809 136880776 3223339008 544 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=13 num_cat=2 split_feature=25 4 24 26 3 9 20 4 4 4 26 4 split_gain=22522.1 59919.7 48524.2 20128.9 11266.5 9854.61 6245.08 11200 11649.3 10071.3 2509.51 1352.29 threshold=0 29.205000000000002 1 2022.5000000000002 279.07800000000003 257.43900000000002 41.990000000000009 233.80500000000004 189.44922000000003 121.76350000000002 2022.5000000000002 279.07800000000003 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 5 6 7 8 9 -2 -1 -9 right_child=4 -3 3 -5 -6 -7 -8 11 -10 -11 -12 -13 leaf_value=0.16200656914710998 -0.00014587965455691639 0.59039444273168395 0.038205441162909991 -0.18760844032485766 -0.20521362445972585 -0.20317637654642265 0.1414106450542327 -0.095098007576806212 0.21997701543072862 -0.19715801353637991 0.25385390358456111 -0.20298952123293512 leaf_weight=60 12887 22 81 77 27 24 31 21 24 26 59 26 leaf_count=60 12887 22 81 77 27 24 31 21 24 26 59 26 internal_value=0 0.0852273 0.0481825 -0.0675667 -0.00114979 -0.000728116 -0.000354796 -0.000693268 -0.000133463 -0.000542559 0.191456 -0.154783 internal_weight=0 299 277 158 13066 13039 13015 12984 12937 12913 119 47 internal_count=13365 299 277 158 13066 13039 13015 12984 12937 12913 119 47 cat_boundaries=0 3 4 cat_threshold=256 16448 4849920 2722 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=11 num_cat=1 split_feature=8 10 25 26 4 11 0 13 4 11 split_gain=22189.8 27302.8 32411.3 32474.2 13281.6 10354.8 14367.2 11773.9 1346.21 60.3599 threshold=312.55000000000013 282.93750000000006 0 2022.5000000000002 233.80500000000004 170.05500000000004 338.28750000000008 92.932500000000019 333.3454000000001 246.67500000000004 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -6 -7 right_child=-2 -3 4 -5 8 9 -8 -9 -10 -11 leaf_value=0.012397207746318742 0.33367773056030275 -0.35995172954740978 -0.00033731828283826613 0.37288105594868565 -0.11401826433597073 -0.16368902413617994 0.24014254226684573 0.17149052834510806 -0.21499213451924534 -0.14047420884172121 leaf_weight=51 20 21 13060 49 31 21 25 40 23 24 leaf_count=51 20 21 13060 49 31 21 25 40 23 24 internal_value=0 0.000338255 0.000906109 0.171849 -0.000516127 0.000125206 0.000644404 0.000187347 -0.157026 -0.151308 internal_weight=0 13345 13324 100 13224 13170 13125 13100 54 45 internal_count=13365 13345 13324 100 13224 13170 13125 13100 54 45 cat_boundaries=0 3 cat_threshold=0 16384 2621696 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=11 num_cat=3 split_feature=25 25 7 0 25 10 26 6 26 26 split_gain=28644.5 16731.8 13202.4 27519.2 11420.6 12040.9 8837.12 5453.72 1920.39 226.292 threshold=0 1 355.00000000000006 338.28750000000008 2 259.57500000000005 2022.5000000000002 121.76350000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 9 2 2 2 2 2 left_child=8 6 3 4 9 7 -2 -6 -1 -3 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.11113305660394522 0.040659451645399844 -0.084038431133542743 0.25696713519096376 0.33129978408813482 0.00030504712503923062 0.23944946459361485 0.20460420297518855 -0.08465852215395947 -0.18661728354862761 -0.11016252704556026 leaf_weight=65 70 70 20 25 12725 21 62 76 70 63 leaf_count=65 70 70 20 25 12725 21 62 76 70 63 internal_value=0 0.00141582 0.000236358 -0.000159038 -0.000798673 0.000192964 0.109378 -0.000199385 -0.139909 -0.0896708 internal_weight=0 13132 13000 12980 12955 12822 132 12801 135 133 internal_count=13267 13132 13000 12980 12955 12822 132 12801 135 133 cat_boundaries=0 4 8 10 cat_threshold=0 0 39845888 32768 67108864 16384 256 32 0 64 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=8 num_cat=0 split_feature=4 4 5 8 13 0 0 split_gain=15689.7 23391.1 13482.5 9513.85 10080.7 7867.69 10107.4 threshold=365.72000000000008 272.07425000000006 290.58750000000009 280.57800000000003 123.84500000000003 365.72000000000008 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=-0.00028901198385557859 -0.266955828612501 0.31222556193669637 -0.22348176055484348 -0.20299705920012101 0.16539225153020912 -0.18885164434259591 0.10975733779725574 leaf_weight=13028 22 24 27 23 37 22 84 leaf_count=13028 22 24 27 23 37 22 84 internal_value=0 0.000317827 -0.000248377 0.000208444 0.000563294 9.89517e-05 0.000415983 internal_weight=0 13245 13221 13194 13171 13134 13112 internal_count=13267 13245 13221 13194 13171 13134 13112 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=11 num_cat=3 split_feature=25 25 7 0 25 10 26 6 26 26 split_gain=28002.4 16420.6 12957.2 27079.5 11180.8 11796.7 8655.81 5365.1 1879.55 220.692 threshold=0 1 355.00000000000006 338.28750000000008 2 259.57500000000005 2022.5000000000002 121.76350000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 9 2 2 2 2 2 left_child=8 6 3 4 9 7 -2 -6 -1 -3 right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.1098564443221459 0.04035267711537225 -0.083178992135184163 0.25456822347640989 0.32864090576171878 0.00029943958630745092 0.23700544822783698 0.20260690915969112 -0.08397100724868084 -0.18453375394003732 -0.10897783317499692 leaf_weight=65 70 70 20 25 12725 21 62 76 70 63 leaf_count=65 70 70 20 25 12725 21 62 76 70 63 internal_value=0 0.00140095 0.000232509 -0.000159201 -0.000793705 0.000187476 0.108354 -0.000200877 -0.138331 -0.0887282 internal_weight=0 13132 13000 12980 12955 12822 132 12801 135 133 internal_count=13267 13132 13000 12980 12955 12822 132 12801 135 133 cat_boundaries=0 4 8 10 cat_threshold=0 0 39845888 32768 67108864 16384 256 32 0 64 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=8 num_cat=0 split_feature=4 4 5 8 13 0 0 split_gain=15350.7 22870.3 13195.4 9350.38 9889.63 7879.82 9868.02 threshold=365.72000000000008 272.07425000000006 290.58750000000009 280.57800000000003 123.84500000000003 365.72000000000008 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=-0.00027987841399138328 -0.26405524963682347 0.30873096386591597 -0.22108851697709825 -0.20124450103096339 0.1638188362121582 -0.1889967372200706 0.10845552065542766 leaf_weight=13028 22 24 27 23 37 22 84 leaf_count=13028 22 24 27 23 37 22 84 internal_value=0 0.000315508 -0.000244356 0.000207576 0.000559363 9.94426e-05 0.000416718 internal_weight=0 13245 13221 13194 13171 13134 13112 internal_count=13267 13245 13221 13194 13171 13134 13112 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=10 num_cat=0 split_feature=4 4 6 5 17 6 5 5 6 split_gain=15045.2 22415.1 13440.6 11755.1 10888.1 8915.99 10003.6 1301.79 198.948 threshold=365.72000000000008 272.07425000000006 228.18750000000003 228.56250000000003 192.82422000000003 169.68000000000004 176.53925000000004 280.57800000000003 290.58750000000009 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=0.00063710066056019642 -0.26141470752233131 0.30564364671707156 -0.13849047616676047 -0.093953993320465085 -0.2321364846229553 0.19808201903882236 0.20086475181579591 -0.19242256575617298 -0.1768791456575747 leaf_weight=13045 22 24 27 25 20 23 25 29 27 leaf_count=13045 22 24 27 25 20 23 25 29 27 internal_value=0 0.000312353 -0.000241913 0.000403786 0.00101012 0.00136626 0.00102009 -0.146835 -0.157685 internal_weight=0 13245 13221 13167 13113 13093 13070 54 54 internal_count=13267 13245 13221 13167 13113 13093 13070 54 54 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=11 num_cat=2 split_feature=25 10 6 14 25 26 7 4 26 14 split_gain=57087.2 31417.3 16840.1 13724.7 13771 47546.3 16578.2 13696.7 726.278 257.92 threshold=0 279.07800000000003 316.3010000000001 95.142500000000013 1 2022.5000000000002 280.57800000000003 219.40000000000003 2022.5000000000002 238.56750000000002 decision_type=9 2 2 2 9 2 2 2 2 2 left_child=8 2 3 4 5 -2 7 -6 -1 -5 right_child=1 -3 -4 9 6 -7 -8 -9 -10 -11 leaf_value=-0.21910390818372688 -0.072806084439868024 0.39693692588806151 0.27673161354931919 -0.15586972597099485 -0.00059546643305794455 0.26675518730540337 0.26745031159857047 -0.16019222893096782 -0.27263687758012256 -0.20543158871786937 leaf_weight=47 84 20 22 21 12823 81 23 54 55 21 leaf_count=47 84 20 22 21 12823 81 23 54 55 21 internal_value=0 0.000896442 0.000293818 -0.000170181 0.000410009 0.0885226 -0.000785026 -0.00126474 -0.22583 -0.180651 internal_weight=0 13149 13129 13107 13065 165 12900 12877 102 42 internal_count=13251 13149 13129 13107 13065 165 12900 12877 102 42 cat_boundaries=0 4 7 cat_threshold=0 16384 37748736 32768 0 16 2097408 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=9 num_cat=4 split_feature=25 3 5 25 5 25 24 3 split_gain=55951.1 39866.2 13405.5 13370.6 9504.52 8694.85 12686.7 8685.52 threshold=0 333.3454000000001 285.62500000000006 1 205.12500000000003 2 3 219.40000000000003 decision_type=9 2 2 9 2 9 1 2 left_child=-1 2 3 -2 5 6 -5 -7 right_child=1 -3 -4 4 -6 7 -8 -9 leaf_value=-0.2235712753874915 0.091671621180497681 0.41685485777647602 0.19846667808644913 0.0089626687715450935 -0.15733978619942299 0.0010161465464112915 -0.096402966314967073 -0.16143285679094721 leaf_weight=102 146 23 34 230 39 12423 221 33 leaf_count=102 146 23 34 230 39 12423 221 33 internal_value=0 0.000887477 0.000159275 -0.00035573 -0.00146326 -0.000993394 -0.04364 0.000585296 internal_weight=0 13149 13126 13092 12946 12907 451 12456 internal_count=13251 13149 13126 13092 12946 12907 451 12456 cat_boundaries=0 4 7 11 12 cat_threshold=0 16384 37748736 32768 16384 65536 2097408 256 64 3221637120 512 3350 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=8 num_cat=2 split_feature=25 9 7 1 0 4 25 split_gain=54936.3 23046.4 17541.4 15860.2 20679.5 27519.5 26037.3 threshold=0 267.95700000000005 355.00000000000006 339.56250000000006 338.28750000000008 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=-0.22153517816747939 0.12296944155330547 0.32426950346339828 0.28912262212662471 -0.25175973455905915 0.29362387259801226 -0.37084095476567747 -0.0012422387216667451 leaf_weight=102 161 22 21 25 24 20 12876 leaf_count=102 161 22 21 25 24 20 12876 internal_value=0 0.000878634 0.000337322 -0.000125405 0.000355511 -0.000183544 0.00038508 internal_weight=0 13149 13127 13106 13081 13057 13037 internal_count=13251 13149 13127 13106 13081 13057 13037 cat_boundaries=0 4 7 cat_threshold=0 16384 37748736 32768 0 0 18874624 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=11 num_cat=4 split_feature=25 3 5 25 26 5 25 24 3 26 split_gain=53940.3 38913.9 13097.5 13036.9 45885.9 9317.39 8557.98 12436.9 8507.53 711.825 threshold=0 333.3454000000001 285.62500000000006 1 2022.5000000000002 205.12500000000003 2 3 219.40000000000003 2022.5000000000002 decision_type=9 2 2 9 2 2 9 1 2 2 left_child=9 2 3 4 -2 6 7 -5 -8 -1 right_child=1 -3 -4 5 -6 -7 8 -9 -10 -11 leaf_value=-0.2124618029087148 -0.080567827241061499 0.41183944893919899 0.19616726945428287 0.0087915163909395543 0.27399479995851644 -0.15578581400406666 0.0010064977527883409 -0.095538129247886294 -0.15976938522223269 -0.26545944543318312 leaf_weight=47 73 23 34 230 73 39 12423 221 33 55 leaf_count=47 73 23 34 230 73 39 12423 221 33 55 internal_value=0 0.000870773 0.000151318 -0.000357737 0.0905139 -0.00145135 -0.000986132 -0.0432958 0.000580084 -0.219518 internal_weight=0 13149 13126 13092 146 12946 12907 451 12456 102 internal_count=13251 13149 13126 13092 146 12946 12907 451 12456 102 cat_boundaries=0 4 7 11 12 cat_threshold=0 16384 37748736 32768 16384 65536 2097408 256 64 3221637120 512 3350 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=15 num_cat=4 split_feature=25 3 25 24 26 0 4 2 0 24 26 3 26 26 split_gain=52866.5 38139.6 9262.68 65048.4 66386.5 17675 16742.6 18462.3 15416.5 12767.3 18881.4 13269.8 11130.4 697.66 threshold=0 333.3454000000001 1 2 2022.5000000000002 338.28750000000008 285.62500000000006 279.07800000000003 200.13000000000002 3 2022.5000000000002 7.1800000000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 1 2 2 2 2 left_child=13 2 3 4 -2 6 7 8 -4 10 -5 12 -11 -1 right_child=1 -3 5 9 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 leaf_value=-0.21033718540313395 0.025252698033807742 0.40772106652674467 -0.0013980456758961618 -0.061625897670859721 0.49386191219596542 0.25404482594242805 -0.27771225081248718 0.25960823863744736 -0.16207637095451355 -0.023208265547025004 0.1766793835750132 0.17839206522703172 -0.16370203115321971 -0.26280484910444779 leaf_weight=47 62 23 12490 67 59 27 22 27 60 118 66 20 108 55 leaf_count=47 62 23 12490 67 59 27 22 27 60 118 66 20 108 55 internal_value=0 0.000861406 0.000149144 0.0419311 0.234378 -0.00153745 -0.00208639 -0.00160426 -0.00216623 -0.0239554 0.0526707 -0.0658225 -0.0903469 -0.217322 internal_weight=0 13149 13126 500 121 12626 12599 12577 12550 379 133 246 226 102 internal_count=13251 13149 13126 500 121 12626 12599 12577 12550 379 133 246 226 102 cat_boundaries=0 4 7 8 9 cat_threshold=0 16384 37748736 32768 134234112 65536 2621696 560 131 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=24284 27260.1 19178.9 14937.3 8340.23 7479.6 18084.5 7655.24 4368.35 2426.67 360.653 threshold=0 344.25000000000006 1 344.25000000000006 223.36075000000002 2 28.539500000000004 197.74150000000003 269.79925000000003 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=-0.1038739260673523 0.12242161829471589 0.33901334126790367 0.02789885861835447 -0.25979605685580859 0.2321116042137146 -0.0019002303807093229 -0.15360425086397875 -0.16457760356623552 0.052286221333912447 -0.19893844563385535 0.15937196577233928 leaf_weight=50 50 24 1487 22 22 11503 57 29 35 58 56 leaf_count=50 50 24 1487 22 22 11503 57 29 35 58 56 internal_value=0 0.00229426 0.00168659 0.000556021 0.000992578 0.000466432 0.0210619 -0.00230732 0.121693 -0.141798 0.129706 internal_weight=0 13285 13261 13155 13133 13076 1544 11532 57 108 106 internal_count=13393 13285 13261 13155 13133 13076 1544 11532 57 108 106 cat_boundaries=0 4 7 11 cat_threshold=256 0 2228224 32768 16384 16384 4194560 134218241 2695296 1108149248 544 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=10 num_cat=2 split_feature=25 4 25 3 0 12 14 26 26 split_gain=23800.7 26717.6 18797.3 14640.1 14275.5 12922.5 7397.37 2378.38 353.476 threshold=0 344.25000000000006 1 344.25000000000006 355.00000000000006 238.56750000000002 199.12500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=7 2 8 4 5 6 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.10283518495559692 0.12119739401340486 0.33562320895493031 0.001353592481831259 -0.25719809597188775 -0.25953556151617141 0.25539569330215456 -0.16433974442658603 -0.19694906596479744 0.15777823140578609 leaf_weight=50 50 24 13065 22 21 20 27 58 56 leaf_count=50 50 24 13065 22 21 20 27 58 56 internal_value=0 0.00227132 0.00166973 0.000550461 0.000982653 0.0013999 0.00101188 -0.14038 0.128409 internal_weight=0 13285 13261 13155 13133 13112 13092 108 106 internal_count=13393 13285 13261 13155 13133 13112 13092 108 106 cat_boundaries=0 4 7 cat_threshold=256 0 2228224 32768 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=8 num_cat=2 split_feature=25 4 25 3 0 2 10 split_gain=23327.1 26185.9 18423.2 14348.7 13991.4 11818.5 9013.5 threshold=0 344.25000000000006 1 344.25000000000006 355.00000000000006 279.07800000000003 267.13384000000002 decision_type=9 2 9 2 2 2 2 left_child=-1 2 -2 4 5 6 -4 right_child=1 -3 3 -5 -6 -7 -8 leaf_value=-0.13897590815010719 0.12712497222012487 0.33226697177936637 0.00059889274856750059 -0.25462611881169406 -0.25694021497453962 0.1964091100423567 0.21305249428749087 leaf_weight=108 106 24 13061 22 21 31 20 leaf_count=108 106 24 13061 22 21 31 20 internal_value=0 0.00224861 0.00165303 0.000544956 0.000972826 0.0013859 0.000923721 internal_weight=0 13285 13261 13155 13133 13112 13081 internal_count=13393 13285 13261 13155 13133 13112 13081 cat_boundaries=0 4 7 cat_threshold=256 0 2228224 32768 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=12 num_cat=3 split_feature=25 25 10 7 3 6 25 6 26 26 26 split_gain=22901.7 15357.2 24176 14197.2 15279.4 9022.65 8515.69 3604.32 2498.42 2331.05 938.296 threshold=0 1 279.07800000000003 355.00000000000006 230.65000000000003 223.36075000000002 2 269.79925000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 9 2 2 2 2 left_child=9 10 3 4 5 6 -3 -7 -6 -1 -2 right_child=1 2 -4 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.10041707477569581 0.095938141919099371 0.022735290157364182 0.34862431526184084 0.26691109013557435 -0.080978395640850062 0.23968082451820372 -0.0024743006656154447 0.065180742288457938 -0.22262256593415231 -0.19358981699779115 0.15492920476411071 leaf_weight=50 52 1506 20 20 20 20 11529 29 33 58 56 leaf_count=50 52 1506 20 20 20 20 11529 29 33 58 56 internal_value=0 0.00222708 0.00120908 0.000681896 0.000276584 0.000962978 0.000453835 0.136405 -0.169172 -0.137704 0.115804 internal_weight=0 13285 13177 13157 13137 13084 13035 49 53 108 108 internal_count=13393 13285 13177 13157 13137 13084 13035 49 53 108 108 cat_boundaries=0 4 7 11 cat_threshold=256 0 2228224 32768 16384 16384 4194560 134218241 2687104 1108149248 544 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=10 num_cat=2 split_feature=25 4 25 3 0 12 14 26 26 split_gain=22446 25592.3 17758 13942.7 13773.7 12627.7 7280.1 2284.66 335.247 threshold=0 344.25000000000006 1 344.25000000000006 355.00000000000006 238.56750000000002 199.12500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=7 2 8 4 5 6 -4 -1 -2 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.099412905406951912 0.1177547979593277 0.32846087320086859 0.00131532455634196 -0.25100688126954163 -0.25494899023146855 0.25244233322143556 -0.16305944451579341 -0.19165391576701196 0.15337993489844459 leaf_weight=50 50 24 13065 22 21 20 27 58 56 leaf_count=50 50 24 13065 22 21 20 27 58 56 internal_value=0 0.00220496 0.00161616 0.000528285 0.000950052 0.0013599 0.00097633 -0.136327 0.124802 internal_weight=0 13285 13261 13155 13133 13112 13092 108 106 internal_count=13393 13285 13261 13155 13133 13112 13092 108 106 cat_boundaries=0 4 7 cat_threshold=256 0 2228224 32768 16384 16384 4194560 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=12 num_cat=2 split_feature=25 24 0 0 8 20 5 3 0 26 26 split_gain=14858.6 174404 13241.6 21797.4 8992.65 8946.46 7818.08 6871.83 1377.93 773.818 622.885 threshold=0 1 220.33000000000001 176.53925000000004 263.60184000000004 41.990000000000009 299.07650000000007 238.08750000000003 290.58750000000009 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 left_child=1 10 3 4 5 6 7 -2 -4 -3 -1 right_child=2 9 8 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.3956039419025183 -0.0014364656207010232 -0.10861068370730377 -0.1104655868776383 0.31359294674613258 0.20532475539616177 0.17677832654544287 -0.19972527146339417 -0.12806385963462119 -0.2102486099243164 -0.14942668244980351 0.35055956630383506 leaf_weight=64 12843 86 31 22 21 28 20 43 25 101 59 leaf_count=64 12843 86 31 22 21 28 20 43 25 101 59 internal_value=0 0.0674033 -0.00156941 -0.000908463 -0.00144254 -0.00177826 -0.00216564 -0.00185902 -0.155012 -0.124023 0.345877 internal_weight=0 310 13033 12977 12955 12934 12906 12886 56 187 123 internal_count=13343 310 13033 12977 12955 12934 12906 12886 56 187 123 cat_boundaries=0 3 4 cat_threshold=0 16464 16640 1578 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=14 num_cat=4 split_feature=25 24 1 0 0 10 20 25 24 1 26 26 0 split_gain=14562.9 171225 13821.7 12978.1 21363.6 23807 8682.78 7017.93 17006.4 6105.94 5490.44 4062.76 1350.51 threshold=0 1 32.925000000000004 220.33000000000001 176.53925000000004 255.10500000000002 41.990000000000009 2 3 63.49965000000001 2022.5000000000002 2022.5000000000002 290.58750000000009 decision_type=9 1 2 2 2 2 2 9 1 2 2 2 2 left_child=1 10 11 4 5 6 7 8 -2 -9 -1 -3 -5 right_child=3 2 -4 12 -6 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0.43312514397405805 0.12685980899975849 -0.11225869828607979 0.11617980766296387 -0.1093609308235107 0.31045701243660667 -0.3461765362918377 0.17501054133687699 -0.0023849373490430364 0.0049356530267069621 -0.074670015113838653 0.30057129920475067 -0.21150327770824892 -0.20814612674713137 leaf_weight=62 133 82 20 31 22 20 28 12065 591 118 63 83 25 leaf_count=62 133 82 20 31 22 20 28 12065 591 118 63 83 25 internal_value=0 0.0667293 -0.125315 -0.00155371 -0.000899378 -0.00142812 -0.000895072 -0.00127668 0.0287565 -0.00308253 0.339183 -0.162182 -0.153461 internal_weight=0 310 185 13033 12977 12955 12935 12907 724 12183 125 165 56 internal_count=13343 310 185 13033 12977 12955 12935 12907 724 12183 125 165 56 cat_boundaries=0 3 4 8 9 cat_threshold=0 16464 16640 1586 4210944 2147491840 3226272768 33312 160 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=14 num_cat=1 split_feature=25 8 0 0 10 3 0 8 20 2 5 26 0 split_gain=14272.7 29204.5 12720 20938.4 23333.4 11291.3 13244.1 8769.92 8542.4 7999.09 7710.14 5412.83 1323.63 threshold=0 11.291750000000002 220.33000000000001 176.53925000000004 255.10500000000002 147.48750000000004 153.43270000000004 263.60184000000004 41.990000000000009 11.243000000000002 299.07650000000007 2022.5000000000002 290.58750000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 7 6 9 8 10 11 -2 -1 -4 right_child=2 -3 12 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.035755402663397412 -0.0012912918493622467 -0.30140377807617191 -0.10826732364393049 0.30735246008092704 -0.34271476436406373 0.32294830632209781 -0.17091965007781984 0.20330536547161285 0.17326043622834342 0.28833170044422152 -0.1977870981693268 0.13322612092472041 -0.20606466655731201 leaf_weight=126 12866 20 31 22 20 20 20 21 28 20 20 104 25 leaf_count=126 12866 20 31 22 20 20 20 21 28 20 20 104 25 internal_value=0 0.066062 -0.00153716 -0.000889369 -0.00141282 0.0936824 0.0766998 -0.000885102 -0.00121715 0.0965093 -0.00159627 0.0798291 -0.151927 internal_weight=0 310 13033 12977 12955 290 270 12935 12914 250 12886 230 56 internal_count=13343 310 13033 12977 12955 290 270 12935 12914 250 12886 230 56 cat_boundaries=0 3 cat_threshold=0 16464 16640 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=17 num_cat=5 split_feature=25 24 24 1 20 5 26 25 24 5 6 5 26 26 26 26 split_gain=14434 140446 27042.6 8822.96 8680.01 9848.78 7788.29 7716.65 20832.3 8470.83 10755.3 1841 294.725 288.012 70.4561 16.9195 threshold=0 1 2 316.3010000000001 41.990000000000009 290.58750000000009 2022.5000000000002 3 4 172.87500000000003 228.18750000000003 223.36075000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 1 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 13 15 4 5 7 -4 8 14 10 -9 -11 -10 -1 -2 -3 right_child=3 2 6 -5 -6 -7 -8 9 12 11 -12 -13 -14 -15 -16 -17 leaf_value=0.38929116968522992 0.048559150585421818 0.039317497324060507 -0.10751772374437567 -0.20173347371545705 0.1745750883647374 -0.20843135439831278 -0.26946036058087502 -0.00027995047525904089 -0.15683893039541424 0.20998316860198976 -0.17102377757832812 0.078798678957897689 -0.19104557265837988 0.35690745974486732 0.032329232625241552 0.031716895122081042 leaf_weight=57 54 54 57 22 28 23 62 12635 53 20 37 23 48 53 53 64 leaf_count=57 54 54 57 22 28 23 62 12635 53 20 37 23 48 53 53 64 internal_value=0 0.0628114 -0.0756357 -0.00164109 -0.00130306 -0.00168345 -0.177016 -0.00131549 -0.0603074 -0.000302791 -0.000778492 0.139815 -0.157501 0.342547 0.0370568 0.0324455 internal_weight=0 347 237 12996 12974 12946 119 12923 208 12715 12672 43 101 110 107 118 internal_count=13343 347 237 12996 12974 12946 119 12923 208 12715 12672 43 101 110 107 118 cat_boundaries=0 3 4 5 8 9 cat_threshold=0 16464 1073758464 1576 2070 0 128 52559872 311 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=14 num_cat=3 split_feature=25 24 24 0 0 10 8 26 20 26 3 26 0 split_gain=14146.8 137703 26149.5 12090 20529.2 18946.5 11337.8 9145.66 9010.12 7633.3 6392.38 2618.6 1296.68 threshold=0 1 2 220.33000000000001 176.53925000000004 250.05000000000004 263.60184000000004 2022.5000000000002 41.990000000000009 2022.5000000000002 238.08750000000003 2022.5000000000002 290.58750000000009 decision_type=9 1 1 2 2 2 2 2 2 2 2 2 2 left_child=1 7 11 4 5 6 8 -1 10 -4 -2 -3 -5 right_child=3 2 9 12 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.46111674538365116 -0.0013947721125722168 -0.014573513332166171 -0.10644254822480051 -0.10544611322468725 0.30421189654957165 -0.30907055067270994 0.23686398744583131 0.279508822173403 0.18107001022056299 -0.26676575476123437 -0.12496600713048663 0.080075215915838882 -0.20372126979827884 leaf_weight=54 12811 57 57 29 22 20 20 57 27 62 42 60 25 leaf_count=54 12811 57 57 29 22 20 20 57 27 62 42 60 25 internal_value=0 0.0621833 -0.0757434 -0.00162468 -0.0010029 -0.00152262 -0.0010458 0.337457 -0.00141523 -0.175246 -0.00179857 0.0312899 -0.150944 internal_weight=0 347 236 12996 12942 12920 12900 111 12880 119 12853 117 54 internal_count=13343 347 236 12996 12942 12920 12900 111 12880 119 12853 117 54 cat_boundaries=0 3 4 5 cat_threshold=0 16464 1073758464 1570 2076 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=11 num_cat=0 split_feature=4 4 3 0 0 6 1 6 0 0 split_gain=31349 38638.9 28048.7 19508.2 20638.7 13930.4 21970.9 4882.19 3477.9 6173.23 threshold=365.72000000000008 272.07425000000006 344.25000000000006 220.33000000000001 176.53925000000004 223.36075000000002 216.24000000000004 274.22475000000003 376.61250000000007 284.98750000000007 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=0.00086805632129401524 -0.36917389826930092 0.41907050479542129 -0.34927215322204258 -0.11852567214232225 0.25891897847575523 0.28996973115205765 -0.18632778679183315 0.085403503520148139 -0.045970432108098806 -0.33118771848224454 leaf_weight=13086 23 22 23 39 31 20 63 28 22 21 leaf_count=13086 23 22 23 39 31 20 63 28 22 21 internal_value=0 0.000332116 -0.000358819 0.000244111 0.0011973 0.000591909 -2.88437e-05 0.170639 -0.153522 -0.192957 internal_weight=0 13355 13333 13310 13228 13197 13149 48 82 60 internal_count=13378 13355 13333 13310 13228 13197 13149 48 82 60 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=11 num_cat=1 split_feature=4 4 3 0 25 26 0 2 0 0 split_gain=30725.1 37869.9 27490.5 19120 22369.7 51055.3 20458.8 17181.4 3408.69 6050.39 threshold=365.72000000000008 272.07425000000006 344.25000000000006 220.33000000000001 0 2022.5000000000002 176.53925000000004 255.10500000000002 376.61250000000007 284.98750000000007 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 9 -5 right_child=-2 -3 -4 8 6 -7 -8 -9 -10 -11 leaf_value=-0.055142791948535226 -0.36548215911440229 0.41487980062311347 -0.34577942879303641 -0.11734041473804377 -0.0015166455685292545 0.3114351675003767 0.25632978931550054 0.20351526842429871 -0.045510718605735086 -0.32787584395635699 leaf_weight=77 23 22 23 39 13004 75 31 41 22 21 leaf_count=77 23 22 23 39 13004 75 31 41 22 21 internal_value=0 0.000328795 -0.000355231 0.00024167 0.00118533 0.117973 -0.000262273 -0.000872237 -0.151987 -0.191028 internal_weight=0 13355 13333 13310 13228 152 13076 13045 82 60 internal_count=13378 13355 13333 13310 13228 152 13076 13045 82 60 cat_boundaries=0 3 cat_threshold=67108864 0 35651840 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=12 num_cat=0 split_feature=4 4 0 0 1 1 13 26 1 0 0 split_gain=30113.7 37116.3 18592.7 18578.4 16296.3 7935.31 9640.05 6579.6 3353.33 3340.86 5929.98 threshold=365.72000000000008 272.07425000000006 220.33000000000001 176.53925000000004 228.56250000000003 113.47200000000001 214.15000000000003 2022.5000000000002 177.48625000000001 376.61250000000007 284.98750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 10 -4 right_child=-2 -3 9 -5 7 8 -8 -9 -10 -11 -12 leaf_value=0.00057590933206916437 -0.36182733898577485 0.41073099569840865 -0.11616700990841938 0.24123730093240739 -0.026808177192102777 0.18388924526445796 -0.21385052612849645 -0.24411448552420265 0.028538519938786828 -0.045055621754039418 -0.32459708054860437 leaf_weight=13081 23 22 39 32 22 33 21 38 24 22 21 leaf_count=13081 23 22 39 32 22 33 21 38 24 22 21 internal_value=0 0.000325507 -0.000351679 0.000577265 -5.31446e-06 0.000744424 0.000232225 -0.164436 0.118478 -0.150467 -0.189118 internal_weight=0 13355 13333 13251 13219 13159 13102 60 57 82 60 internal_count=13378 13355 13333 13251 13219 13159 13102 60 57 82 60 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=11 num_cat=2 split_feature=4 4 3 0 25 26 0 25 0 0 split_gain=29514.5 36377.7 26913.2 18368 21965 50100.3 19673.8 11597.1 3274.38 5811.98 threshold=365.72000000000008 272.07425000000006 344.25000000000006 220.33000000000001 0 2022.5000000000002 176.53925000000004 1 376.61250000000007 284.98750000000007 decision_type=2 2 2 2 9 2 2 9 2 2 left_child=1 2 3 4 5 -1 7 -6 9 -5 right_child=-2 -3 -4 8 6 -7 -8 -9 -10 -11 leaf_value=-0.054593565117616157 -0.35820906817913056 0.40662368340925736 -0.3421260279805764 -0.11500533974323517 -0.079693528070398006 0.30853970511356993 0.25135411324039586 0.00026213828849241597 -0.044605070460926405 -0.3213511117299398 leaf_weight=77 23 22 23 39 174 75 31 12871 22 21 leaf_count=77 23 22 23 39 174 75 31 12871 22 21 internal_value=0 0.000322252 -0.000348162 0.000242438 0.00116735 0.116894 -0.000267081 -0.000865236 -0.148962 -0.187226 internal_weight=0 13355 13333 13310 13228 152 13076 13045 82 60 internal_count=13378 13355 13333 13310 13228 152 13076 13045 82 60 cat_boundaries=0 3 6 cat_threshold=67108864 0 35651840 0 16400 4259840 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=12 num_cat=3 split_feature=10 3 0 25 7 25 24 0 0 0 7 split_gain=21517.3 20617.8 17708.3 23383.6 20557.6 18956.2 36683.3 13880.9 3171.98 5003.64 2700.61 threshold=267.13384000000002 365.72000000000008 220.33000000000001 0 206.27675000000002 1 2 176.53925000000004 376.61250000000007 284.98750000000007 337.52040000000005 decision_type=2 2 2 9 2 9 1 2 2 2 2 left_child=1 2 3 -1 5 6 -5 -7 9 -4 -6 right_child=-2 -3 8 4 10 7 -8 -9 -10 -11 -12 leaf_value=0.14377436200074389 0.28710708801562967 -0.32168567568250001 -0.11995934630185366 0.049016894554987749 0.13670343909093313 0.00078290133676606601 -0.10945259737601212 0.25809819085257396 -0.044159014441750265 -0.31367902994155883 0.28014720258258641 leaf_weight=103 26 20 40 219 35 12439 412 21 22 20 21 leaf_count=103 26 20 40 219 35 12439 412 21 22 20 21 internal_value=0 -0.000851446 -0.000370147 0.000536503 -0.000694523 -0.00151291 -0.0545462 0.0012156 -0.146871 -0.184533 0.190495 internal_weight=0 13352 13332 13250 13147 13091 631 12460 82 60 56 internal_count=13378 13352 13332 13250 13147 13091 631 12460 82 60 56 cat_boundaries=0 4 7 8 cat_threshold=0 0 35651840 32768 1 16464 2151759872 1038 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=20 num_cat=6 split_feature=25 1 25 24 25 25 12 3 9 3 1 0 13 0 26 25 26 26 26 split_gain=24115.5 10124 8984.52 31635.2 36395.4 23481.6 11191.2 13389.7 9745.28 9417.66 10325.7 8803.12 8008.18 5071.48 1409.55 777.2 300.786 63.148 55.5457 threshold=0 263.60184000000004 1 2 3 4 21.624000000000002 14.3635 223.50400000000005 189.44922000000003 181.87500000000003 7.221000000000001 89.585000000000008 7.560500000000002 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=17 2 3 4 11 16 7 -7 9 10 12 18 -4 15 -3 -6 -5 -1 -2 right_child=1 14 8 5 13 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.1217802603437443 0.23907978015418135 -0.08307554207742214 -0.0026443486340718028 -0.13517640995234251 0.042857781818934848 0.008466609395084838 -0.18370003947189875 0.14235726168126236 0.21772885861992838 -0.16698875856399537 0.21883728595007035 0.020707038966092196 -0.15414079107557024 -0.13469525868242438 -0.19383781882002951 0.0031344881026368395 -0.10739594199155507 0.11023993169868385 0.22739766586621601 leaf_weight=99 89 20 11333 80 102 959 28 81 20 35 21 22 35 22 27 104 76 91 75 leaf_count=99 89 20 11333 80 102 959 28 81 20 35 21 22 35 22 27 104 76 91 75 internal_value=0 -0.000200906 0.000325288 0.0221561 0.096657 -0.00362187 0.0134572 0.0188946 -0.00281629 -0.00320486 -0.00270153 0.1979 -0.00311078 0.00921894 -0.146705 0.0250359 -0.114314 0.11044 0.233737 internal_weight=0 13129 13082 1638 414 1224 1068 1040 11444 11424 11389 186 11368 228 47 206 156 190 164 internal_count=13319 13129 13082 1638 414 1224 1068 1040 11444 11424 11389 186 11368 228 47 206 156 190 164 cat_boundaries=0 3 7 8 11 15 18 cat_threshold=0 16448 256 205537544 2148048912 2204833792 32 49 134217984 557056 52428800 0 0 52494336 32 8 16 2147487744 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=10 num_cat=0 split_feature=4 8 10 10 9 2 7 8 8 split_gain=15569.3 19038.1 15519.2 13270.7 11632.9 9533.47 17029.6 1422.08 631.986 threshold=344.25000000000006 162.18600000000004 282.93750000000006 211.12500000000003 273.29900000000004 365.72000000000008 255.10500000000002 269.79925000000003 218.62500000000003 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=0.0024253089525537188 0.23289829583003602 -0.17007886496457186 -0.27655044174194338 0.24762053392150188 -0.23917884749174118 0.22034011292457581 -0.2216662440054557 -0.22787371476491292 -0.094280943030660813 leaf_weight=13106 29 22 20 22 20 20 34 24 22 leaf_count=13106 29 22 20 22 20 20 34 24 22 internal_value=0 0.00094089 0.00179922 0.0022209 0.00181128 0.00217753 0.00184547 -0.165954 -0.13218 internal_weight=0 13290 13222 13202 13180 13160 13140 68 44 internal_count=13319 13290 13222 13202 13180 13160 13140 68 44 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=10 num_cat=0 split_feature=4 8 10 10 2 7 7 8 8 split_gain=15259.4 18659.3 15210.4 13006.6 9375.13 16636 15486.6 1393.78 619.409 threshold=344.25000000000006 162.18600000000004 282.93750000000006 211.12500000000003 365.72000000000008 255.10500000000002 174.00000000000003 269.79925000000003 218.62500000000003 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=0.0014912896018134149 0.23056931444283191 -0.16837807991287926 -0.27378493881225591 0.24514432625337079 0.21813671213388441 -0.21944958327885936 0.21839520642251678 -0.22559497912724813 -0.093338134966113345 leaf_weight=13093 29 22 20 22 20 34 33 24 22 leaf_count=13093 29 22 20 22 20 34 33 24 22 internal_value=0 0.000931481 0.00178123 0.00219869 0.00179317 0.00146438 0.00203661 -0.164295 -0.130858 internal_weight=0 13290 13222 13202 13180 13160 13126 68 44 internal_count=13319 13290 13222 13202 13180 13160 13126 68 44 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=26 num_cat=5 split_feature=25 24 25 26 26 15 25 8 8 6 0 9 25 3 10 2 13 4 3 15 15 15 26 8 15 split_gain=23661.5 199879 54189.4 31699.2 13103.8 8305.4 7204.19 16655.4 14316.6 13034.1 7811.53 6301.81 18002.1 15430.9 9458.06 6863.99 5613.51 2933.46 2783.86 2290.88 1039.75 2516.28 770.697 686.394 10.6136 threshold=0 1 2 2022.5000000000002 2022.5000000000002 18.685000000000006 3 115.96500000000002 162.18600000000004 200.13000000000002 211.57500000000002 9.6112500000000018 4 7.1800000000000006 178.65425000000002 68.310000000000016 42.185000000000009 4.3862325000000011 12.661200000000003 170.05500000000004 32.879500000000014 51.473000000000006 2022.5000000000002 239.51250000000002 26.251000000000001 decision_type=9 1 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 -1 -4 6 7 9 11 10 16 14 13 -13 15 -8 -2 -14 19 20 24 -22 -3 -10 -7 right_child=5 2 4 -5 -6 18 8 -9 23 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.28823078222442094 0.0078019423809277235 0.11445416288555793 -0.13940066773444415 0.62796954712777775 -0.34423305867148229 -0.051182492687588649 -0.0035869297254334655 0.27096134139941291 -0.14851876719431442 0.2694542933702469 0.20889900193363428 0.082301992086569464 -0.025915932074810067 0.35741084914122312 -0.19386678688801251 0.090560105504133764 0.17643354868888858 0.10134413766860963 -0.18767968183755876 0.024833049428462983 -0.20075694680213929 -0.054955046084420436 0.059436003821236753 -0.22946281409263614 -0.041003643184900282 leaf_weight=57 1521 53 64 53 61 21 10779 26 22 20 20 75 192 28 26 78 20 20 20 25 20 29 49 20 20 leaf_count=57 1521 53 64 53 61 21 10779 26 22 20 20 75 192 28 26 78 20 20 20 25 20 29 49 20 20 internal_value=0 0.082911 -0.0883604 0.414263 -0.221629 -0.000761613 5.77279e-05 0.0197944 -0.00277919 0.0157891 0.012539 -0.00209048 0.0420037 0.143187 -0.00336675 -0.00291055 0.00999054 -0.0132837 -0.0787889 -0.0598514 -0.0833749 -0.114466 0.0801646 -0.187064 -0.0462172 internal_weight=0 337 227 110 125 12982 12847 1607 11240 1581 1561 11198 315 103 10883 10857 1541 212 135 115 90 49 102 42 41 internal_count=13319 337 227 110 125 12982 12847 1607 11240 1581 1561 11198 315 103 10883 10857 1541 212 135 115 90 49 102 42 41 cat_boundaries=0 3 4 6 10 14 cat_threshold=0 16448 18874624 553 0 64 205537545 2148050952 2151880704 49184 528 34603008 536870912 16777216 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=26 num_cat=5 split_feature=25 24 25 26 26 15 25 8 8 6 0 9 25 3 10 4 13 4 3 15 15 15 26 8 15 split_gain=23190.6 195901 53111 31068.4 12843 8140.12 7060.82 16324 14031.7 12774.7 7656.08 6176.41 17643.8 15123.8 9269.85 5533.44 5501.8 2875.08 2728.46 2245.29 1019.06 2466.2 755.361 672.734 10.4024 threshold=0 1 2 2022.5000000000002 2022.5000000000002 18.685000000000006 3 115.96500000000002 162.18600000000004 200.13000000000002 211.57500000000002 9.6112500000000018 4 7.1800000000000006 178.65425000000002 23.347670000000004 42.185000000000009 4.3862325000000011 12.661200000000003 170.05500000000004 32.879500000000014 51.473000000000006 2022.5000000000002 239.51250000000002 26.251000000000001 decision_type=9 1 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 -1 -4 6 7 9 11 10 16 14 13 -13 15 -8 -2 -14 19 20 24 -22 -3 -10 -7 right_child=5 2 4 -5 -6 18 8 -9 23 -11 -12 12 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 leaf_value=0.2853484861474288 0.0077239226637546522 0.11330963238230292 -0.13800666201859713 0.62168985654722964 -0.34079072885825989 -0.050670667148771741 -0.0018571251348077043 0.26825172571035533 -0.14703357815742493 0.26675974011421205 0.20681000338494776 0.081478970960776012 -0.025656772973015905 0.35383672741906985 -0.1919281175503364 -0.052638045181966804 0.17466920733451843 0.10033069747686386 -0.18580288368463518 0.024584719622135164 -0.19874938035011291 -0.054405495809583829 0.058841647128669586 -0.22716818737983704 -0.040593606412410735 leaf_weight=57 1521 53 64 53 61 21 10638 26 22 20 20 75 192 28 26 219 20 20 20 25 20 29 49 20 20 leaf_count=57 1521 53 64 53 61 21 10638 26 22 20 20 75 192 28 26 219 20 20 20 25 20 29 49 20 20 internal_value=0 0.0820819 -0.0874768 0.41012 -0.219412 -0.000753997 5.71505e-05 0.0195964 -0.0027514 0.0156312 0.0124136 -0.00206957 0.0415837 0.141755 -0.00333308 -0.00288144 0.00989064 -0.0131508 -0.0780011 -0.0592529 -0.0825411 -0.113321 0.079363 -0.185193 -0.045755 internal_weight=0 337 227 110 125 12982 12847 1607 11240 1581 1561 11198 315 103 10883 10857 1541 212 135 115 90 49 102 42 41 internal_count=13319 337 227 110 125 12982 12847 1607 11240 1581 1561 11198 315 103 10883 10857 1541 212 135 115 90 49 102 42 41 cat_boundaries=0 3 4 6 10 14 cat_threshold=0 16448 18874624 553 0 64 205537545 2148050952 2151880704 49184 528 34603008 536870912 16777216 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=8 num_cat=2 split_feature=25 3 10 0 25 17 8 split_gain=43748.8 25655.5 20122.2 26272 13903.9 7735.41 16671 threshold=0 333.3454000000001 279.07800000000003 355.00000000000006 1 113.47500000000001 269.79925000000003 decision_type=9 2 2 2 9 2 2 left_child=-1 2 3 4 -2 6 -6 right_child=1 -3 -4 -5 5 -7 -8 leaf_value=-0.19474011555314064 0.10931821970858126 0.29742038795660281 -0.31729236364364627 -0.30584815161568779 -0.00026889916336383902 -0.1662156617641449 0.28866611480712889 leaf_weight=106 107 29 20 28 12995 28 20 leaf_count=106 107 29 20 28 12995 28 20 internal_value=0 0.000312062 -0.000340538 0.000140493 0.000792028 -0.000181955 0.000175104 internal_weight=0 13227 13198 13178 13150 13043 13015 internal_count=13333 13227 13198 13178 13150 13043 13015 cat_boundaries=0 3 7 cat_threshold=16384 16384 4325376 0 0 35651840 32768 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=10 num_cat=2 split_feature=25 12 4 10 25 26 17 8 26 split_gain=42953.2 14058.1 19273.7 14398.8 11834.6 23244.8 10693.7 11491.6 2850.4 threshold=0 262.77684000000005 333.3454000000001 273.29900000000004 1 2022.5000000000002 113.47500000000001 269.79925000000003 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=-0.1573131302758759 -0.037485893972095896 -0.25821856317066011 0.26280616998672485 -0.26794877314567567 -0.00034021072509427154 0.23638040451776413 -0.19220457052362377 0.23377568017868769 -0.26109925814108415 leaf_weight=51 61 21 28 20 12984 63 29 21 55 leaf_count=51 61 21 28 20 12984 63 29 21 55 internal_value=0 0.000309768 0.00072111 0.000164244 0.000571773 0.0940696 -0.0003896 3.78311e-05 -0.192961 internal_weight=0 13227 13206 13178 13158 124 13034 13005 106 internal_count=13333 13227 13206 13178 13158 124 13034 13005 106 cat_boundaries=0 3 7 cat_threshold=16384 16384 4325376 0 0 35651840 32800 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=10 num_cat=2 split_feature=25 3 10 0 4 25 26 5 26 split_gain=42098.4 25121 19452.9 25788.2 23617.1 20800.8 30007.2 10303.9 2793.68 threshold=0 333.3454000000001 279.07800000000003 355.00000000000006 285.62500000000006 1 2022.5000000000002 280.57800000000003 2022.5000000000002 decision_type=9 2 2 2 2 9 2 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=-0.15573999958879808 -0.024583143568352651 0.29430412626985847 -0.31197557497024536 -0.30302468572344099 -0.30628548316955567 -0.00025479190052703205 0.29581677325566608 0.21159184766852338 -0.25848826489665294 leaf_weight=51 57 29 20 28 25 12985 60 23 55 leaf_count=51 57 29 20 28 25 12985 60 23 55 internal_value=0 0.00030667 -0.000339099 0.000133865 0.000779374 0.00136426 0.128723 0.000119691 -0.191031 internal_weight=0 13227 13198 13178 13150 13125 117 13008 106 internal_count=13333 13227 13198 13178 13150 13125 117 13008 106 cat_boundaries=0 3 7 cat_threshold=16384 16384 4325376 0 0 35651840 32800 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=10 num_cat=3 split_feature=25 3 10 0 4 25 26 25 26 split_gain=41260.7 24621.1 19065.8 25275 23147.1 20386.9 29410 7237.8 2738.08 threshold=0 333.3454000000001 279.07800000000003 355.00000000000006 285.62500000000006 1 2022.5000000000002 2 2022.5000000000002 decision_type=9 2 2 2 2 9 2 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=-0.15418259903496387 -0.024337312479813897 0.29136107812667716 -0.30885581827163699 -0.29999444212232318 -0.30322263526916504 -0.034134680737309624 0.29285862890879311 0.001740323619930362 -0.25590338019484821 leaf_weight=51 57 29 20 28 25 579 60 12429 55 leaf_count=51 57 29 20 28 25 579 60 12429 55 internal_value=0 0.000303603 -0.000335708 0.000132527 0.000771581 0.00135062 0.127435 0.000118494 -0.189121 internal_weight=0 13227 13198 13178 13150 13125 117 13008 106 internal_count=13333 13227 13198 13178 13150 13125 117 13008 106 cat_boundaries=0 3 7 11 cat_threshold=16384 16384 4325376 0 0 35651840 32800 4194816 33280 2048 16384 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=12 num_cat=3 split_feature=25 3 0 4 25 24 26 5 6 26 26 split_gain=40439.5 24131.2 15828 22601.3 13874.3 98513.3 122673 11926.7 12416.7 4675.75 2683.59 threshold=0 333.3454000000001 355.00000000000006 285.62500000000006 1 2 2022.5000000000002 280.57800000000003 228.18750000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 left_child=10 2 3 4 5 6 -2 8 -6 -7 -1 right_child=1 -3 -4 -5 7 9 -8 -9 -10 -11 -12 leaf_value=-0.1526407734786763 0.012583475192559177 0.28844746098436158 -0.22602726597939768 -0.30019040718078616 -0.00036110232219269199 -0.076509295933205504 0.70836496061748933 0.23206071485172619 -0.15825328862071039 -0.20777149284587185 -0.25334434638781983 leaf_weight=51 58 29 31 25 12858 58 45 22 50 51 55 leaf_count=51 58 29 31 25 12858 58 45 22 50 51 55 internal_value=0 0.000300322 -0.000332596 0.000198772 0.000770202 0.0791549 0.288551 -0.000575764 -0.000972708 -0.126335 -0.187229 internal_weight=0 13227 13198 13167 13142 212 103 12930 12908 109 106 internal_count=13333 13227 13198 13167 13142 212 103 12930 12908 109 106 cat_boundaries=0 3 7 8 cat_threshold=16384 16384 4325376 0 64 2097408 32800 691 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=11 num_cat=1 split_feature=14 4 10 25 8 6 9 6 26 4 split_gain=19224.4 25181.1 21450.4 23378.7 24201 15969 12758.2 1635.07 1391.94 764.842 threshold=182.65800000000004 255.10500000000002 273.29900000000004 0 274.22475000000003 223.36075000000002 174.51000000000002 316.3010000000001 2022.5000000000002 365.72000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 -3 right_child=-2 9 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.11790926146925541 0.2714165922311636 -0.25764369523950986 -0.32715765714645384 -0.00026232027348191671 -0.34828354930877686 0.12253955060038074 -0.16359692356238764 0.23412352879842122 0.18910127063967147 -0.17981708842775096 leaf_weight=57 26 28 20 12943 20 29 48 24 53 23 leaf_count=57 26 28 20 12943 20 29 48 24 53 23 internal_value=0 -0.0007694 8.7852e-05 0.000584657 -0.000691519 -0.000159096 -0.00086582 0.173068 0.139527 -0.222545 internal_weight=0 13245 13194 13174 13064 13044 12991 53 110 51 internal_count=13271 13245 13194 13174 13064 13044 12991 53 110 51 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=11 num_cat=1 split_feature=14 4 10 25 8 6 9 6 26 4 split_gain=18841.9 24680 21023.6 22913.5 23719.4 15651.2 12504.3 1602.53 1364.24 749.622 threshold=182.65800000000004 255.10500000000002 273.29900000000004 0 274.22475000000003 223.36075000000002 174.51000000000002 316.3010000000001 2022.5000000000002 365.72000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 -3 right_child=-2 9 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.11673016581618996 0.26870242329744193 -0.25506726063255752 -0.32388608407974245 -0.00025969698217955114 -0.34480070877075192 0.12131414616930075 -0.1619609536230564 0.23178229073683423 0.18721023271668633 -0.17801892353140791 leaf_weight=57 26 28 20 12943 20 29 48 24 53 23 leaf_count=57 26 28 20 12943 20 29 48 24 53 23 internal_value=0 -0.000761706 8.69734e-05 0.00057881 -0.000684604 -0.000157505 -0.000857161 0.171337 0.138131 -0.22032 internal_weight=0 13245 13194 13174 13064 13044 12991 53 110 51 internal_count=13271 13245 13194 13174 13064 13044 12991 53 110 51 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=11 num_cat=1 split_feature=14 4 10 25 8 6 9 6 26 4 split_gain=18466.9 24188.9 20605.2 22457.5 23247.4 15339.7 12255.5 1573.21 1337.09 734.705 threshold=182.65800000000004 255.10500000000002 273.29900000000004 0 274.22475000000003 223.36075000000002 174.51000000000002 274.22475000000003 2022.5000000000002 365.72000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 -3 right_child=-2 9 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.11556284724620351 0.26601539382567774 -0.25251658564766072 -0.32064722204208373 -0.00025709993272235763 -0.34135270404815671 0.23687844824223292 -0.16034134323398275 0.12548841595649721 0.18533812576869749 -0.1762387188102888 leaf_weight=57 26 28 20 12943 20 21 48 32 53 23 leaf_count=57 26 28 20 12943 20 21 48 32 53 23 internal_value=0 -0.000754089 8.61037e-05 0.000573022 -0.000677758 -0.00015593 -0.00084859 0.169624 0.13675 -0.218117 internal_weight=0 13245 13194 13174 13064 13044 12991 53 110 51 internal_count=13271 13245 13194 13174 13064 13044 12991 53 110 51 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=11 num_cat=1 split_feature=14 4 10 25 8 6 9 6 26 4 split_gain=18099.4 23707.5 20195.2 22010.6 22784.8 15034.5 12011.6 1593.9 1310.48 720.084 threshold=182.65800000000004 255.10500000000002 273.29900000000004 0 274.22475000000003 223.36075000000002 174.51000000000002 316.3010000000001 2022.5000000000002 365.72000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 -1 -3 right_child=-2 9 -4 4 -6 7 -8 -9 -10 -11 leaf_value=0.11440723130577489 0.26335523348588213 -0.24999141764427937 -0.31744075822830203 -0.00025452904510999319 -0.33793916320800782 0.11803951742320225 -0.15873793081690868 0.22820958356062573 0.18348474628520461 -0.17447633116141611 leaf_weight=57 26 28 20 12943 20 29 48 24 53 23 leaf_count=57 26 28 20 12943 20 29 48 24 53 23 internal_value=0 -0.000746548 8.52426e-05 0.000567292 -0.00067098 -0.000154371 -0.000840104 0.167928 0.135383 -0.215936 internal_weight=0 13245 13194 13174 13064 13044 12991 53 110 51 internal_count=13271 13245 13194 13174 13064 13044 12991 53 110 51 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=12 num_cat=1 split_feature=14 4 3 25 6 8 4 6 4 26 8 split_gain=17739.2 23235.7 17322.5 18784.1 12020.9 10465.2 11795.5 2484.48 705.754 205.194 127.161 threshold=182.65800000000004 255.10500000000002 344.25000000000006 0 223.36075000000002 218.62500000000003 207.80256000000003 274.22475000000003 365.72000000000008 2022.5000000000002 269.79925000000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 9 5 6 -5 -6 -3 -1 -7 right_child=-2 8 -4 4 7 10 -8 -9 -10 -11 -12 leaf_value=0.12280977019396697 0.2607216970737164 -0.24749150652970589 -0.28028539183464918 -0.0010836892638106566 0.2333292675585974 -0.14221591391346672 0.23610897018795921 0.094190624464641923 -0.17273157378901605 0.15012571889703924 -0.17705565929412842 leaf_weight=55 26 28 22 12945 21 22 21 33 23 55 20 leaf_count=55 26 28 22 12945 21 22 21 33 23 55 20 internal_value=0 -0.000739082 8.43903e-05 0.000552667 -0.000591472 -0.00121002 -0.000699527 0.1483 -0.213776 0.125095 -0.158806 internal_weight=0 13245 13194 13172 13062 13008 12966 54 51 110 42 internal_count=13271 13245 13194 13172 13062 13008 12966 54 51 110 42 cat_boundaries=0 3 cat_threshold=0 16384 37748992 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=18 num_cat=5 split_feature=25 4 25 24 26 1 25 0 0 3 25 6 26 26 26 26 0 split_gain=47504.9 15200.4 10988.7 44801.3 17679.7 15987.7 17546.5 9134.04 31578.9 11167.9 15051.9 10095.6 3211.67 1572.69 1201.64 506.729 310.716 threshold=0 293.85000000000008 1 2 2022.5000000000002 32.925000000000004 3 176.53925000000004 220.33000000000001 238.08750000000003 4 223.36075000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 290.58750000000009 decision_type=9 2 9 1 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=13 2 3 5 -5 6 12 9 -9 10 15 -12 -2 -1 -8 -4 -10 right_child=1 -3 7 4 -6 -7 14 8 16 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.17833827438892105 0.18010299938065663 0.22508370248476664 0.13109941051286811 -0.061521499329718995 -0.22535932357349095 0.32033695495128633 -0.022238182177146279 0.4393848260243734 -0.051411558899741909 -0.18557744674384594 -0.00013775324089601508 0.18352897140383723 0.069837617206573485 -0.25446481100444135 -0.080856160030645483 0.091735462196289558 0.0010159380435943604 leaf_weight=51 56 30 68 138 126 20 72 21 26 32 12373 30 50 58 68 63 20 leaf_count=51 56 30 68 138 126 20 72 21 26 32 12373 30 50 58 68 63 20 internal_value=0 0.000243888 -0.000268363 -0.0444449 -0.134618 0.0466849 0.0263345 0.0016189 0.11807 0.000999289 0.00147563 0.000306247 0.117049 -0.200456 -0.0473291 0.104213 -0.028617 internal_weight=0 13193 13163 530 264 266 246 12633 67 12566 12534 12403 106 109 140 131 46 internal_count=13302 13193 13163 530 264 266 246 12633 67 12566 12534 12403 106 109 140 131 46 cat_boundaries=0 4 7 8 11 15 cat_threshold=0 0 1107296512 32 0 2097232 16778240 3149 0 16 16777216 0 16384 6307840 512 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=16 num_cat=5 split_feature=25 4 25 24 26 7 25 25 19 26 6 3 26 26 26 split_gain=46559.5 14897.9 11159.5 39570.4 15565.9 15252.7 10115.5 8094.1 6191.89 5735.05 5249.1 4602.98 1541.4 640.105 453.45 threshold=0 293.85000000000008 1 2 2022.5000000000002 28.639500000000002 3 4 86.239500000000007 2022.5000000000002 223.36075000000002 216.24000000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 9 2 2 2 2 2 2 2 left_child=12 2 3 4 -2 6 9 13 10 -5 11 -9 -1 -4 -8 right_child=1 -3 7 5 -6 -7 14 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.17655489089442233 -0.057317810255960125 0.2228328504562378 0.11771961039967006 0.17039010340707342 -0.20369739489257335 0.30702904546260834 -0.013736480284244457 3.8241652479692221e-06 0.17677857971191407 0.019373391151428224 0.12663768503476275 0.10744979317486288 -0.25192015943856072 0.068064903020858769 -0.046467034739333314 leaf_weight=51 151 30 54 57 140 20 94 12382 20 45 33 40 58 50 77 leaf_count=51 151 30 54 57 140 20 94 12382 20 45 33 40 58 50 77 internal_value=0 0.000241449 -0.000265679 -0.0426215 -0.123497 0.0391268 0.0209335 0.00173326 0.000965956 0.0945003 0.000684415 0.00034981 -0.198451 0.0856149 -0.0269016 internal_weight=0 13193 13163 584 291 293 273 12579 12475 102 12455 12422 109 104 171 internal_count=13302 13193 13163 584 291 293 273 12579 12475 102 12455 12422 109 104 171 cat_boundaries=0 4 8 9 12 15 cat_threshold=0 0 1107296512 32 0 1075839056 16780288 64 946 0 16 16777216 0 16384 6422528 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=14 num_cat=4 split_feature=25 4 5 25 25 24 0 0 5 5 2 26 26 split_gain=45633 14601.5 13757.3 10993.6 9928.67 36093 11301.2 11860.6 9212.88 8494.15 5341.7 1510.72 315.618 threshold=0 293.85000000000008 335.87040000000007 1 2 3 176.53925000000004 228.56250000000003 13.237000000000004 176.53925000000004 36.725000000000009 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 8 9 -8 -5 -6 -7 -1 -2 right_child=1 -3 -4 4 6 10 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.17478934071665886 0.12590398631005917 0.2206045392751694 -0.25012045881964945 0.055924862685646462 -1.2195099243136811e-05 -0.14073629528405221 0.32231380896134809 0.033240221366286279 -0.16702325010299682 0.1424402049609593 0.029204599499702454 -0.24940095969315235 0.090505617161591861 leaf_weight=51 53 30 22 253 12397 246 22 40 20 42 20 58 48 leaf_count=51 53 30 22 253 12397 246 22 40 20 42 20 58 48 internal_value=0 0.000239035 -0.000263022 0.000155276 -0.000687869 -0.0423106 0.00113914 0.135815 0.0381927 0.000468792 -0.123323 -0.196466 0.0992539 internal_weight=0 13193 13163 13141 13040 539 12501 62 273 12439 266 109 101 internal_count=13302 13193 13163 13141 13040 539 12501 62 273 12439 266 109 101 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 1107296512 32 0 16384 6422528 0 2097232 16780288 1357 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=11 num_cat=4 split_feature=25 4 15 25 0 25 24 0 26 26 split_gain=44724.9 14310.9 16059.1 10380.6 12824.2 11897.3 31131.7 13744.5 1480.66 112.593 threshold=0 293.85000000000008 250.05000000000004 1 338.28750000000008 2 3 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 9 1 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=-0.17304144740104677 0.11535300356370431 0.21839849170049033 -0.2834094221070409 -0.13729931435122955 0.24058040878989481 0.00052399284528976443 0.0067296447621305608 0.17370324011406171 -0.24690694582873376 0.094303685526053102 leaf_weight=51 54 30 20 218 22 12311 444 46 58 48 leaf_count=51 54 30 20 218 22 12311 444 46 58 48 internal_value=0 0.000236644 -0.000260392 0.000170482 -0.00065244 -0.00106059 -0.0420372 0.00116772 -0.194502 0.0960325 internal_weight=0 13193 13163 13143 13041 13019 662 12357 109 102 internal_count=13302 13193 13163 13143 13041 13019 662 12357 109 102 cat_boundaries=0 4 7 10 11 cat_threshold=0 0 1107296512 32 0 16384 6422528 0 2097232 2164263936 674 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=11 num_cat=3 split_feature=25 4 15 25 0 25 7 0 26 26 split_gain=43834.4 14026.2 15739.4 10174.3 12569.1 11671.1 37462.1 13471 1451.19 110.352 threshold=0 293.85000000000008 250.05000000000004 1 338.28750000000008 2 198.34750000000003 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 9 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=-0.17131103247988461 0.1141994728423931 0.21621449538071949 -0.28057533057406547 -0.05685542173006318 0.2381745971332897 0.000518752833619991 0.34559198021888732 0.17196621007083551 -0.2444378796939192 0.09336063841978709 leaf_weight=51 54 30 20 638 22 12311 24 46 58 48 leaf_count=51 54 30 20 638 22 12311 24 46 58 48 internal_value=0 0.000233289 -0.00025878 0.000167784 -0.000646916 -0.00105098 -0.0416362 0.00115605 -0.192557 0.0950722 internal_weight=0 13193 13163 13143 13041 13019 662 12357 109 102 internal_count=13302 13193 13163 13143 13041 13019 662 12357 109 102 cat_boundaries=0 4 7 10 cat_threshold=0 0 1107296512 32 0 16384 6422528 0 2097232 2164263936 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=13 num_cat=3 split_feature=25 25 26 15 15 15 14 25 19 26 0 15 split_gain=45660.2 18708.8 7679.56 7442.66 11010 23037.4 7340.75 8701.65 6152.4 3088.19 2094.29 1370.48 threshold=0 1 2022.5000000000002 237.02500000000003 32.879500000000014 48.836373000000002 182.65800000000004 2 86.239500000000007 2022.5000000000002 13.106250000000001 90.340000000000018 decision_type=9 9 2 2 2 2 2 9 2 2 2 2 left_child=9 2 -2 4 6 -6 7 10 -9 -1 -3 -7 right_child=1 3 -4 -5 5 11 -8 8 -10 -11 -12 -13 leaf_value=-0.14019936377268571 0.041061771681279308 -0.046646342506267924 0.17674765049025071 -0.18694734256891976 0.41367617034912108 -0.048195181359415473 0.17553786744674046 0.0014791658362393681 0.17700937896966934 -0.2362551346205283 -0.14809735189784656 0.062204575873911379 leaf_weight=65 81 271 86 21 20 23 24 12591 20 69 22 22 leaf_count=65 81 271 86 21 20 23 24 12591 20 69 22 22 internal_value=0 0.00254809 0.104668 0.00115829 0.00146321 0.131285 0.000810487 0.000485513 0.00175615 -0.17649 -0.0524729 0.00577803 internal_weight=0 13181 167 13014 12993 65 12928 12904 12611 134 293 45 internal_count=13315 13181 167 13014 12993 65 12928 12904 12611 134 293 45 cat_boundaries=0 4 7 10 cat_threshold=16384 16384 2228224 32768 0 64 256 0 65552 16842752 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=8 num_cat=0 split_feature=3 3 9 15 6 6 15 split_gain=14859.1 60882.7 11711.2 11239.2 9092.87 8163.63 8310.36 threshold=376.61250000000007 285.62500000000006 285.62500000000006 250.05000000000004 316.3010000000001 228.18750000000003 32.879500000000014 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=0.0003809873994328175 -0.26518406615370799 0.53904387928190689 -0.24162290084362031 -0.23061789038635436 0.20404166850176725 -0.16151632686776499 0.11121646786218181 leaf_weight=13111 21 21 20 21 22 31 68 leaf_count=13111 21 21 20 21 22 31 68 internal_value=0 0.00102935 0.00017813 0.00054303 0.000909897 0.0005716 0.000952868 internal_weight=0 13294 13273 13253 13232 13210 13179 internal_count=13315 13294 13273 13253 13232 13210 13179 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=11 num_cat=3 split_feature=25 4 25 1 12 6 13 24 10 13 split_gain=44715.2 37916.5 11638.6 7003.85 49129 20232.5 11373.1 11264.6 10150.5 9497.16 threshold=0 344.25000000000006 1 21.947000000000003 18.480000000000004 18.735000000000003 131.43000000000004 2 206.27675000000002 62.425150000000009 decision_type=9 2 9 2 2 2 2 1 2 2 left_child=-1 2 -2 6 5 7 8 -5 9 -4 right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.17465993060419957 0.091533360214500162 0.40818591231885165 3.071511130676708e-05 0.075934972424967953 0.46195209581118363 0.28297769303218678 -0.19182669578060027 -0.040681496620205516 -0.18077965278779307 0.20798448248343035 leaf_weight=134 133 23 12517 109 26 26 31 263 31 22 leaf_count=134 133 23 12517 109 26 26 31 263 31 22 internal_value=0 0.00251575 0.00180856 0.000821458 0.0407981 0.0132855 -0.000523028 -0.00556394 -5.1237e-05 0.000395575 internal_weight=0 13181 13158 13025 424 398 12601 372 12570 12539 internal_count=13315 13181 13158 13025 424 398 12601 372 12570 12539 cat_boundaries=0 4 7 8 cat_threshold=16384 16384 2228224 32768 0 0 16777472 2307 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=12 num_cat=2 split_feature=25 4 25 26 11 0 26 0 11 26 0 split_gain=43886.4 37161.8 11423.2 13005.5 6944.67 6280.14 12847.4 8068.29 5834.41 3027.71 1705.75 threshold=0 344.25000000000006 1 2022.5000000000002 257.43900000000002 189.93750000000003 2022.5000000000002 153.43270000000004 170.05500000000004 2022.5000000000002 250.05000000000004 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=9 2 3 -2 5 7 -7 8 -4 -1 -8 right_child=1 -3 4 -5 -6 6 10 -9 -10 -11 -12 leaf_value=-0.13697286734672692 -0.0051763633638620375 0.40410405358542567 0.0010514596169580047 0.1927364922951961 0.18701301273703574 0.074130549472756685 -0.12457355618476867 0.18822320523469344 -0.15501058916250865 -0.23208332102367846 -0.23705716123947732 leaf_weight=65 64 23 12872 69 20 32 28 23 24 69 26 leaf_count=65 64 23 12872 69 20 32 28 23 24 69 26 internal_value=0 0.00249155 0.00179143 0.090682 0.000813514 0.000527789 -0.0846438 0.00109476 0.000761022 -0.173035 -0.178732 internal_weight=0 13181 13158 133 13025 13005 86 12919 12896 134 54 internal_count=13315 13181 13158 133 13025 13005 86 12919 12896 134 54 cat_boundaries=0 4 7 cat_threshold=16384 16384 2228224 32768 0 0 16777472 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=11 num_cat=2 split_feature=25 4 25 26 11 7 15 6 7 26 split_gain=43013.1 36422.3 11195.9 12746.6 6806.47 7945.53 5236.18 6708.27 6311.26 2967.46 threshold=0 344.25000000000006 1 2022.5000000000002 257.43900000000002 285.62500000000006 18.373000000000001 223.36075000000002 11.567500000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=9 2 3 -2 5 6 7 -4 -8 -1 right_child=1 -3 4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.13560313973977015 -0.0051245968975126748 0.40006300657987598 0.0010566340445731532 0.19080910579017971 0.18514287028461696 -0.19864209580421449 -0.089638910104399144 0.12474356434561991 0.10283022594451904 -0.22976249100505441 leaf_weight=65 64 23 12806 69 20 20 115 44 20 69 leaf_count=65 64 23 12806 69 20 20 115 44 20 69 internal_value=0 0.00246664 0.00177352 0.0897752 0.000805379 0.000522511 0.000829272 0.00148015 -0.061125 -0.171304 internal_weight=0 13181 13158 133 13025 13005 12985 12850 135 134 internal_count=13315 13181 13158 133 13025 13005 12985 12850 135 134 cat_boundaries=0 4 7 cat_threshold=16384 16384 2228224 32768 0 0 16777472 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=11 num_cat=2 split_feature=4 0 25 3 25 6 0 6 26 26 split_gain=28432.6 26419.3 25908.1 22813.9 10208.4 13270.5 12988.6 1273.2 415.628 19.7565 threshold=344.25000000000006 355.00000000000006 0 344.25000000000006 1 223.36075000000002 176.53925000000004 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 9 4 8 6 -6 -7 -4 -1 right_child=-2 -3 3 -5 5 7 -8 -9 -10 -11 leaf_value=0.13386856716871262 0.32542817963494197 -0.31786507459787222 -0.10886448258620042 -0.31506086625482727 -0.00020733908790949673 0.12241310124397278 0.14726742093761763 0.2280332896822975 -0.073239109335523675 0.12690447830292115 leaf_weight=80 27 26 65 23 12841 25 60 21 66 83 leaf_count=80 27 26 65 23 12841 25 60 21 66 83 internal_value=0 0.000590243 0.00121448 -0.00039156 0.000161543 0.00108224 0.000478537 0.170631 -0.0844679 0.122789 internal_weight=0 13290 13264 13101 13078 12947 12901 46 131 163 internal_count=13317 13290 13264 13101 13078 12947 12901 46 131 163 cat_boundaries=0 4 7 cat_threshold=0 16400 256 32768 256 0 6307840 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=11 num_cat=2 split_feature=4 0 25 3 25 6 0 6 26 26 split_gain=27866.7 25893.5 25392.5 22359.9 10005.3 13006.5 12730.1 1247.86 407.357 19.3634 threshold=344.25000000000006 355.00000000000006 0 344.25000000000006 1 223.36075000000002 176.53925000000004 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 9 4 8 6 -6 -7 -4 -1 right_child=-2 -3 3 -5 5 7 -8 -9 -10 -11 leaf_value=0.13252989512681962 0.32217389371660021 -0.31468642601600061 -0.10777583767817571 -0.31191026206087807 -0.00020526576666547987 0.12118896023035049 0.14579473819335304 0.22575295391536895 -0.072506719647031842 0.1256354291755033 leaf_weight=80 27 26 65 23 12841 25 60 21 66 83 leaf_count=80 27 26 65 23 12841 25 60 21 66 83 internal_value=0 0.00058434 0.00120233 -0.000387644 0.000159927 0.00107142 0.000473751 0.168925 -0.0836232 0.121561 internal_weight=0 13290 13264 13101 13078 12947 12901 46 131 163 internal_count=13317 13290 13264 13101 13078 12947 12901 46 131 163 cat_boundaries=0 4 7 cat_threshold=0 16400 256 32768 256 0 6307840 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=10 num_cat=2 split_feature=4 0 25 3 25 10 6 26 26 split_gain=27312.2 25378.2 24887.2 21914.9 9806.2 13142.3 11629.5 399.251 18.9781 threshold=344.25000000000006 355.00000000000006 0 344.25000000000006 1 211.12500000000003 223.36075000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 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=0.13120458289980888 0.31895215317055031 -0.31153955606313849 -0.1066980788891132 -0.30879116158122605 4.0054104075703804e-05 0.22145590296498052 0.16107939832078086 -0.071781652876825044 0.12437906173338373 leaf_weight=80 27 26 65 23 12875 27 45 66 83 leaf_count=80 27 26 65 23 12875 27 45 66 83 internal_value=0 0.000578496 0.00119031 -0.000383768 0.000158328 0.00106071 0.00060095 -0.082787 0.120346 internal_weight=0 13290 13264 13101 13078 12947 12920 131 163 internal_count=13317 13290 13264 13101 13078 12947 12920 131 163 cat_boundaries=0 4 7 cat_threshold=0 16400 256 32768 256 0 6307840 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=9 num_cat=2 split_feature=4 0 25 3 25 6 0 6 split_gain=26768.7 24873.2 24391.9 21478.8 9611.05 12501.3 12471.2 1223.6 threshold=344.25000000000006 355.00000000000006 0 344.25000000000006 1 223.36075000000002 176.53925000000004 285.62500000000006 decision_type=2 2 9 2 9 2 2 2 left_child=1 2 -1 4 -4 6 -6 -7 right_child=-2 -3 3 -5 5 7 -8 -9 leaf_value=0.11914238094594437 0.31576264063517256 -0.30842416103069598 -0.081959109661426943 -0.30570324664530546 -0.00020792426348307543 0.11834214236140252 0.14429949015378951 0.22188463052113849 leaf_weight=163 27 26 131 23 12841 25 60 21 leaf_count=163 27 26 131 23 12841 25 60 21 internal_value=0 0.000572712 0.00117841 -0.00037993 0.000156745 0.0010501 0.000464151 0.165612 internal_weight=0 13290 13264 13101 13078 12947 12901 46 internal_count=13317 13290 13264 13101 13078 12947 12901 46 cat_boundaries=0 4 7 cat_threshold=0 16400 256 32768 256 0 6307840 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=11 num_cat=0 split_feature=8 0 2 2 2 0 0 11 2 2 split_gain=26725.8 18608.6 8113.6 12425.2 10442.6 9440.55 18274.7 10674.2 1209.71 481.373 threshold=312.55000000000013 355.00000000000006 365.72000000000008 176.53925000000004 117.39000000000001 172.87500000000003 217.36500000000004 95.142500000000013 228.18750000000003 272.07425000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 -10 right_child=-2 -3 -4 8 -6 6 -8 -9 9 -11 leaf_value=0.0011148055889664483 0.35766187032063806 -0.25239982078815326 0.19759535789489746 -0.18004309806330451 0.18795301047960916 0.3273341395304753 -0.00066347387372231003 -0.13849043007770723 -0.065268433819646421 -0.13234894907474518 leaf_weight=13014 21 29 21 29 30 26 49 55 23 20 leaf_count=13014 21 29 21 29 30 26 49 55 23 20 internal_value=0 0.000636912 0.00119002 0.00087864 0.00159465 0.0011693 0.113042 0.000527286 -0.130131 -0.0964687 internal_weight=0 13296 13267 13246 13174 13144 75 13069 72 43 internal_count=13317 13296 13267 13246 13174 13144 75 13069 72 43 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=15 num_cat=6 split_feature=25 25 24 26 26 6 9 8 24 25 25 26 6 9 split_gain=17996.4 12403.3 155147 40243.8 33129.3 13248.8 9505.52 7782.47 7298.26 38919.7 16992.7 716.314 600.491 10.6933 threshold=0 1 2 2022.5000000000002 2022.5000000000002 228.18750000000003 197.74150000000003 255.10500000000002 3 4 5 2022.5000000000002 274.22475000000003 252.29100000000003 decision_type=9 9 1 2 2 2 2 2 1 9 9 2 2 2 left_child=11 2 3 -2 -4 6 7 8 10 -10 -3 -1 -7 -8 right_child=1 5 4 -5 -6 12 13 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.078730526740631371 0.19728377484849521 -0.11931442387725996 0.032134289060320176 0.57989252690915705 -0.20700470225016276 -0.22062421914935113 -0.14498159256848422 0.19800240254402163 0.1320157967645581 0.0022985328578362697 -0.0064365979470629147 -0.11773259760290385 -0.14313289535045623 -0.15508465829491616 leaf_weight=89 56 128 112 54 120 20 22 20 228 8258 4109 100 20 20 leaf_count=89 56 128 112 54 120 20 22 20 228 8258 4109 100 20 20 internal_value=0 0.00143891 0.0600016 0.353017 -0.0877749 -0.000168297 0.000400082 0.000895106 0.000585262 0.00593503 -0.0101196 -0.0943732 -0.181879 -0.149793 internal_weight=0 13167 342 110 232 12825 12785 12743 12723 8486 4237 189 40 42 internal_count=13356 13167 342 110 232 12825 12785 12743 12723 8486 4237 189 40 42 cat_boundaries=0 3 7 8 9 13 16 cat_threshold=0 540672 1107296256 0 64 17301760 32768 658 904 67125248 16 6488064 512 67108864 16 2153775104 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=12 num_cat=0 split_feature=6 1 17 8 5 9 3 6 5 9 1 split_gain=10229.9 13594 12847.9 13043.6 10055.3 11367.8 7611.42 7049.48 1675.39 876.658 2.28186 threshold=228.18750000000003 272.07425000000006 213.05175000000006 269.79925000000003 217.36500000000004 197.74150000000003 344.25000000000006 316.3010000000001 355.00000000000006 273.29900000000004 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -2 -6 -7 -3 right_child=7 10 -4 -5 8 9 -8 -9 -10 -11 -12 leaf_value=0.001986287224492774 -0.22809918927423883 -0.1792617962331999 -0.25207633078098296 0.25059607732863654 -0.1644289039373398 -0.11644031535495412 0.18406135257171549 -0.014392381536549535 -0.055783206332813612 -0.20676954803012668 -0.17465331815860488 leaf_weight=13082 33 21 20 21 40 22 23 29 22 21 22 leaf_count=13082 33 21 20 21 40 22 23 29 22 21 22 internal_value=0 0.000611096 0.00118714 0.00156997 0.00117409 0.00177321 0.00230584 -0.12814 -0.125877 -0.160555 -0.176904 internal_weight=0 13294 13251 13231 13210 13148 13105 62 62 43 43 internal_count=13356 13294 13251 13231 13210 13148 13105 62 62 43 43 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=14 num_cat=4 split_feature=25 25 24 26 26 6 5 9 8 25 26 6 9 split_gain=17591.7 12183.7 151986 39452.2 32434.7 12748.9 17297.5 9299.62 7679.86 8385.69 695.233 569.031 2.63529 threshold=0 1 2 2022.5000000000002 2022.5000000000002 228.18750000000003 280.57800000000003 197.74150000000003 246.67500000000004 3 2022.5000000000002 274.22475000000003 252.29100000000003 decision_type=9 9 1 2 2 2 2 2 2 9 2 2 2 left_child=10 2 3 -2 -4 6 7 8 9 -3 -1 -7 -9 right_child=1 5 4 -5 -6 11 -8 12 -10 -11 -12 -13 -14 leaf_value=-0.077913022396269821 0.19528101733752659 0.049177385915536435 0.031845765880176 0.57410811711240695 -0.20477308238546055 -0.21613698661327363 -0.27360411726910139 -0.14700811556407384 0.19244251398813156 -0.00032174875414273666 -0.11633689547479152 -0.14070281255245209 -0.15208014573156833 leaf_weight=89 56 342 112 54 120 20 23 21 21 12358 100 20 20 leaf_count=89 56 342 112 54 120 20 23 21 21 12358 100 20 20 internal_value=0 0.00142259 0.0594646 0.34948 -0.0868018 -0.000170325 0.000387225 0.000881019 0.00136564 0.00104969 -0.0933063 -0.17842 -0.149482 internal_weight=0 13167 342 110 232 12825 12785 12762 12721 12700 189 40 41 internal_count=13356 13167 342 110 232 12825 12785 12762 12721 12700 189 40 41 cat_boundaries=0 3 7 8 12 cat_threshold=0 540672 1107296256 0 64 17301760 32768 658 67125248 16 2424832 512 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=12 num_cat=2 split_feature=25 25 14 13 6 8 5 13 26 26 6 split_gain=17241.8 11993.2 6780.06 6511.87 17678.5 14149.4 16869.7 10068.8 681.398 507.441 36.7988 threshold=0 1 182.65800000000004 92.932500000000019 228.18750000000003 269.79925000000003 280.57800000000003 214.15000000000003 2022.5000000000002 2022.5000000000002 290.58750000000009 decision_type=9 9 2 2 2 2 2 2 2 2 2 left_child=8 9 3 4 5 6 -3 -5 -1 -2 -6 right_child=1 2 -4 7 10 -7 -8 -9 -10 -11 -12 leaf_value=-0.077133891890557957 0.074400850207838293 0.0010183080775119683 -0.15509163762841907 0.2564951726913452 -0.18915611997867626 0.26671350383758546 -0.264352546731631 -0.027319443893432615 -0.11517352613210678 0.11119947049524877 -0.20728237583523704 leaf_weight=89 73 12850 28 25 24 20 24 25 100 77 21 leaf_count=89 73 12850 28 25 24 20 24 25 100 77 21 internal_value=0 0.00140873 0.00035075 0.000686102 0.000245953 0.000936487 0.000523598 0.114588 -0.0923732 0.0874601 -0.197615 internal_weight=0 13167 13017 12989 12939 12894 12874 50 189 150 45 internal_count=13356 13167 13017 12989 12939 12894 12874 50 189 150 45 cat_boundaries=0 3 7 cat_threshold=0 540672 1107296256 0 0 16777472 32768 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=18 num_cat=3 split_feature=25 0 25 26 0 7 10 5 1 2 7 25 0 26 0 26 2 split_gain=13727.5 12710.3 14857.5 13079.5 10758.3 11018.2 6865.24 8448.22 5063.71 4574.54 2683.36 5072.41 5177.84 1608.83 729.637 699.935 353.156 threshold=0 338.28750000000008 1 2022.5000000000002 200.13000000000002 280.57800000000003 233.43000000000004 189.44922000000003 57.065000000000012 7.2080000000000002 40.44700000000001 2 21.624000000000002 2022.5000000000002 235.50000000000003 2022.5000000000002 35.202750000000009 decision_type=9 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=8 2 3 -2 5 6 7 -4 9 10 11 12 13 -1 -6 -13 -11 right_child=1 -3 4 -5 14 -7 -8 -9 -10 16 -12 15 -14 -15 -16 -17 -18 leaf_value=-0.053652122162825222 0.0045257223116569835 0.19815224040638316 0.0011433303708101535 0.14841913759253408 -0.19239663580189581 0.23516863989830017 -0.16528191971778872 -0.12420884626883048 -0.18250670188003118 0.07967824784192172 -0.16202225140162876 -0.073630881934990122 0.12442916248155678 -0.0049341836499004832 -0.11274319672066233 -0.11483007777304877 0.02570379987910942 leaf_weight=151 122 33 12366 131 23 20 25 54 27 22 21 81 23 123 23 84 27 leaf_count=151 122 33 12366 131 23 20 25 54 27 22 21 81 23 123 23 84 27 internal_value=0 0.00214869 0.00164363 0.0760268 7.86083e-05 0.000641995 0.000265094 0.000598321 -0.0480484 -0.0421276 -0.0514675 -0.0464423 -0.019044 -0.0317824 -0.15257 -0.089199 0.0499372 internal_weight=0 12797 12764 253 12511 12465 12445 12420 559 532 483 462 297 274 46 165 49 internal_count=13356 12797 12764 253 12511 12465 12445 12420 559 532 483 462 297 274 46 165 49 cat_boundaries=0 3 7 9 cat_threshold=134217728 606208 1107296256 16384 0 19398912 32768 134217728 65536 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=12 num_cat=1 split_feature=14 10 25 3 2 11 2 2 3 11 26 split_gain=14511.3 19278.9 16921.4 12633.2 11342.8 10985.9 9025.93 2149.51 699.756 259.291 23.8127 threshold=182.65800000000004 279.07800000000003 0 238.08750000000003 255.10500000000002 95.142500000000013 207.80256000000003 355.00000000000006 333.3454000000001 211.12500000000003 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 6 -4 -6 -5 -7 -1 right_child=-2 -3 3 8 7 9 -8 -9 -10 -11 -12 leaf_value=0.10152484176225132 0.21060806859623302 -0.30959193515777589 0.00071268568541334263 -0.12314424968901135 0.23374840344701495 -0.1207017605058078 -0.20201033505526458 0.093814726705136506 -0.20144617540538309 -0.16419171819893216 0.094400433520881497 leaf_weight=90 33 20 12958 21 21 29 22 23 25 26 98 leaf_count=90 33 20 12958 21 21 29 22 23 25 26 98 internal_value=0 0.000649691 0.00111576 -0.000269076 0.000312552 -0.000228506 0.000369087 0.160601 -0.1657 -0.141261 0.0928711 internal_weight=0 13333 13313 13125 13079 13035 12980 44 46 55 188 internal_count=13366 13333 13313 13125 13079 13035 12980 44 46 55 188 cat_boundaries=0 3 cat_threshold=0 16400 33554688 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=15 num_cat=2 split_feature=14 25 24 3 2 9 13 3 1 2 9 3 26 26 split_gain=14222.5 13600.2 115807 11876.4 11172.9 8843.8 10297.8 9382.02 4307.54 2106.73 1272.36 477.435 193.775 185.611 threshold=182.65800000000004 0 1 238.08750000000003 255.10500000000002 39.071000000000012 123.84500000000003 177.71725000000004 5.729000000000001 355.00000000000006 252.29100000000003 333.3454000000001 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 5 6 7 -3 10 -6 -7 -5 -1 -4 right_child=-2 3 13 11 9 8 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.3196488618850708 0.20850199374285613 0.00027210745067681417 -0.14689532323828283 -0.12191281046186175 0.23141091295651028 -0.041664585033059122 -0.19132780858448573 0.190424104653872 -0.21514207559823992 0.092876583441444061 -0.12566337034106254 -0.1854877941807111 0.34714461716738615 -0.17323794735802545 leaf_weight=48 33 12835 53 21 21 100 28 26 20 23 22 27 55 54 leaf_count=48 33 12835 53 21 21 100 28 26 20 23 22 27 55 54 internal_value=0 0.000643194 0.0786173 -0.000663984 -8.80884e-05 -0.000625243 0.000239456 0.000656522 -0.0791119 0.158995 -0.0568119 -0.157674 0.304744 -0.146498 internal_weight=0 13333 210 13123 13075 13031 12889 12861 142 44 122 48 103 107 internal_count=13366 13333 210 13123 13075 13031 12889 12861 142 44 122 48 103 107 cat_boundaries=0 3 4 cat_threshold=0 16400 33685760 1637 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=13 num_cat=3 split_feature=14 10 25 24 3 4 0 25 26 26 4 3 split_gain=13939.5 18833.8 16857.9 114262 12133.8 8744.65 9874.2 10513 2820.14 2471.36 1237.26 674.627 threshold=182.65800000000004 279.07800000000003 0 1 238.08750000000003 175.26000000000002 355.00000000000006 2 2022.5000000000002 2022.5000000000002 279.07800000000003 333.3454000000001 decision_type=2 2 9 1 2 2 2 9 2 2 2 2 left_child=1 2 3 8 5 6 7 -4 -1 -5 -7 -6 right_child=-2 -3 4 9 11 10 -8 -9 -10 -11 -12 -13 leaf_value=0.28303183376789093 0.20641697276722301 -0.3060029191970825 0.029911835022784512 -0.10757656928438407 -0.12069367953709194 -0.072551281684782448 -0.2158319055466425 -0.0016352048453382056 0.38748881152697967 -0.20554806466196099 -0.15552187904715539 -0.19757683951854707 leaf_weight=48 33 20 1150 52 21 41 21 11816 56 51 32 25 leaf_count=48 33 20 1150 52 21 41 21 11816 56 51 32 25 internal_value=0 0.000636762 0.00109742 0.088516 -0.000350562 0.000220216 0.000833705 0.00118462 0.309517 -0.142274 -0.108922 -0.162478 internal_weight=0 13333 13313 207 13106 13060 12987 12966 104 103 73 46 internal_count=13366 13333 13313 207 13106 13060 12987 12966 104 103 73 46 cat_boundaries=0 3 4 8 cat_threshold=0 16400 33685760 1589 257 2129984 3240958976 32800 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=10 num_cat=0 split_feature=14 10 11 13 9 13 6 11 11 split_gain=13662.1 18459.1 11494.5 11359.3 8228.88 8358.37 10609.4 2260.64 265.645 threshold=182.65800000000004 279.07800000000003 95.142500000000013 201.75000000000003 279.07800000000003 55.232840000000003 269.79925000000003 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=0.0025237823879007202 0.20435280424175839 -0.30294288301467892 -0.14799622797966003 -0.20704815827883205 -0.20050941896438598 0.15907400832456703 -0.17978117355844006 -0.059845691303412121 -0.19891972939173383 leaf_weight=13130 33 20 20 26 20 34 32 30 21 leaf_count=13130 33 20 20 26 20 34 32 30 21 internal_value=0 0.000630606 0.00108666 0.00176705 0.00217786 0.00248505 0.00208056 -0.125811 -0.174079 internal_weight=0 13333 13313 13242 13216 13196 13162 71 41 internal_count=13366 13333 13313 13242 13216 13196 13162 71 41 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=14 num_cat=2 split_feature=14 10 25 24 3 2 11 2 26 26 2 3 11 split_gain=13390.2 18091.7 16568.5 111984 11878.4 10946.3 10494.9 7949.6 2773.72 2411.49 2059.97 661.526 263.358 threshold=182.65800000000004 279.07800000000003 0 1 238.08750000000003 255.10500000000002 95.142500000000013 207.80256000000003 2022.5000000000002 2022.5000000000002 355.00000000000006 333.3454000000001 211.12500000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 7 -4 -1 -5 -7 -6 -8 right_child=-2 -3 4 9 11 10 12 -9 -10 -11 -12 -13 -14 leaf_value=0.28021858572959901 0.20230928016431404 -0.29991346073150632 0.00056557253879964116 -0.10649098070195087 -0.1193954694838751 0.22927432979856219 -0.117452162082853 -0.19895745587348937 0.38381233849695756 -0.20326854135475905 0.092286234938580056 -0.19552843741476536 -0.16128187622015294 leaf_weight=48 33 20 12941 52 21 21 29 20 56 51 23 25 26 leaf_count=48 33 20 12941 52 21 21 29 20 56 51 23 25 26 internal_value=0 0.000624301 0.0010758 0.0877408 -0.00035969 0.00020504 -0.000327252 0.00025769 0.306526 -0.140745 0.157667 -0.160772 -0.138172 internal_weight=0 13333 13313 207 13106 13060 13016 12961 104 103 44 46 55 internal_count=13366 13333 13313 207 13106 13060 13016 12961 104 103 44 46 55 cat_boundaries=0 3 4 cat_threshold=0 16400 33685760 1589 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=10 num_cat=0 split_feature=7 10 2 14 2 8 6 2 2 split_gain=35188 29693.1 15441 10327.3 11701.6 11666.1 11292.7 2583.96 3113.15 threshold=285.62500000000006 279.07800000000003 181.87500000000003 115.96500000000002 114.12500000000001 269.79925000000003 223.36075000000002 293.85000000000008 219.40000000000003 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=-4.4040659228113062e-05 -0.36073973978007284 0.37636286235990979 -0.1923972065448761 -0.16372041498359882 0.18141576992140876 0.23096177361228251 0.16227935401159663 -0.21009020411968229 -0.03428466312813036 leaf_weight=13021 27 21 20 38 36 22 43 30 33 leaf_count=13021 27 21 20 38 36 22 43 30 33 internal_value=0 0.000634566 3.87575e-05 0.0008963 0.00137301 0.00087771 0.000490245 -0.135928 -0.0939498 internal_weight=0 13264 13243 13160 13122 13086 13064 83 53 internal_count=13291 13264 13243 13160 13122 13086 13064 83 53 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=10 num_cat=3 split_feature=25 7 8 25 6 26 10 25 26 split_gain=36165.3 32110.9 33102.8 22182.6 26371.7 13731.6 11812.5 9495.6 5761.05 threshold=0 285.62500000000006 269.79925000000003 1 223.36075000000002 2022.5000000000002 259.57500000000005 2 2022.5000000000002 decision_type=9 2 2 9 2 2 2 9 2 left_child=5 2 3 8 6 -1 7 -5 -2 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.067114643901586529 0.065438112422823907 -0.35635719799995419 0.38141621216483734 -0.046244006104917336 0.2566085062492639 -0.26178468207238426 0.22586632293203604 0.00066642484301667544 0.18743283338546754 leaf_weight=74 80 25 23 437 40 71 23 12443 75 leaf_count=74 80 25 23 437 40 71 23 12443 75 internal_value=0 0.00169074 0.00237423 0.00170863 0.000238337 -0.151956 -0.000556239 -0.000960565 0.116924 internal_weight=0 13146 13121 13098 12943 145 12903 12880 155 internal_count=13291 13146 13121 13098 12943 145 12903 12880 155 cat_boundaries=0 4 8 11 cat_threshold=16384 32768 2097152 32768 0 16400 256 32 67108864 2097216 2147483648 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=11 num_cat=2 split_feature=25 7 10 25 6 26 2 2 26 26 split_gain=35445.5 31471.8 28472.8 23964.5 20531.7 13458.3 11510.5 9759.39 6753.56 1314.01 threshold=0 285.62500000000006 279.07800000000003 1 223.36075000000002 2022.5000000000002 181.87500000000003 114.12500000000001 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=5 2 3 8 6 -1 7 -5 -2 -8 right_child=1 -3 -4 4 -6 -7 9 -9 -10 -11 leaf_value=-0.066443497047231001 0.06478373036533594 -0.35279362030029299 0.3702738207862491 -0.00023561052261961352 0.23233142480254174 -0.25916683543735825 -0.073785988211631778 0.16464507500330608 0.19642036080360414 -0.16535367591040476 leaf_weight=74 80 25 21 12803 38 71 25 36 76 42 leaf_count=74 80 25 21 12803 38 71 25 36 76 42 internal_value=0 0.00167348 0.00235014 0.00176034 0.000227713 -0.150437 -0.000455509 0.000226708 0.121148 -0.131187 internal_weight=0 13146 13121 13100 12944 145 12906 12839 156 67 internal_count=13291 13146 13121 13100 12944 145 12906 12839 156 67 cat_boundaries=0 4 8 cat_threshold=16384 32768 2097152 32768 0 16400 256 32 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=10 num_cat=3 split_feature=7 25 8 25 6 10 26 25 26 split_gain=33158.1 29299.9 41407.1 21216.8 20975 11285.5 8409.67 7654.01 5519.7 threshold=285.62500000000006 0 269.79925000000003 1 223.36075000000002 259.57500000000005 2022.5000000000002 2 2022.5000000000002 decision_type=2 9 2 9 2 2 2 9 2 left_child=1 6 3 8 5 7 -1 -5 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.052630742854386008 -0.3501802370283339 0.064135909304022784 0.43605399045077237 -0.045189942680199942 0.238157417000951 0.22103254235309103 -0.17663005205382287 0.0006637049009961402 0.18354794743855796 leaf_weight=106 27 80 22 365 37 23 113 12443 75 leaf_count=106 27 80 22 365 37 23 113 12443 75 internal_value=0 0.000615694 0.00258174 0.00185145 0.000404912 -0.000280365 -0.11152 -0.000677788 0.114527 internal_weight=0 13264 13045 13023 12868 12831 219 12808 155 internal_count=13291 13264 13045 13023 12868 12831 219 12808 155 cat_boundaries=0 4 8 10 cat_threshold=16384 0 2149580800 32768 0 16400 256 32 67108864 2129984 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=12 num_cat=4 split_feature=25 2 8 25 6 26 25 24 0 26 6 split_gain=34349.2 31057.2 44558.7 20717 19735.3 13077.7 9129.45 9690.25 7396.7 4236.46 732.742 threshold=0 293.85000000000008 269.79925000000003 1 223.36075000000002 2022.5000000000002 2 3 276.84975000000003 2022.5000000000002 285.62500000000006 decision_type=9 2 2 9 2 2 9 1 2 2 2 left_child=5 2 3 9 6 -1 7 -5 -8 -2 -6 right_child=1 -3 -4 4 10 -7 8 -9 -10 -11 -12 leaf_value=-0.06528090884053224 0.069494459873590722 -0.30474372683149398 0.43290948470433555 0.0032958994439819399 0.17801005888730287 -0.25525982069297576 0.0014620367296913847 -0.090589681008587719 -0.17071899337768556 0.1747558474222819 0.26258519196510316 leaf_weight=74 78 33 24 218 21 71 12432 220 25 75 20 leaf_count=74 78 33 24 218 21 71 12432 220 25 75 20 internal_value=0 0.00164749 0.00241981 0.00163046 0.00021735 -0.148092 -0.000478953 -0.0448307 0.00111559 0.113664 0.219266 internal_weight=0 13146 13113 13089 12936 145 12895 438 12457 153 41 internal_count=13291 13146 13113 13089 12936 145 12895 438 12457 153 41 cat_boundaries=0 4 8 11 12 cat_threshold=16384 32768 2097152 32768 0 16400 256 32 67108864 2097216 2147483648 1370 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=9 num_cat=3 split_feature=25 25 0 10 3 4 25 3 split_gain=19963.3 17003 16792.1 14160.8 13706 10396.4 6137.91 573.035 threshold=0 1 338.28750000000008 267.13384000000002 238.08750000000003 285.62500000000006 2 333.3454000000001 decision_type=9 9 2 2 2 2 9 2 left_child=-1 -2 3 4 5 6 -3 -6 right_child=1 2 -4 -5 7 -7 -8 -9 leaf_value=-0.11105377677899257 0.11988840151028556 0.029298267443966425 0.24164777229572162 0.26663487768173222 -0.1447963599725203 -0.19509965380032857 -0.00035984702145566748 -0.21875497847795486 leaf_weight=147 112 730 29 20 22 27 12240 20 leaf_count=147 112 730 29 20 22 27 12240 20 internal_value=0 0.00237783 0.00128148 0.000748677 0.000340845 0.000923667 0.00133173 -0.180015 internal_weight=0 13200 13088 13059 13039 12997 12970 42 internal_count=13347 13200 13088 13059 13039 12997 12970 42 cat_boundaries=0 3 6 10 cat_threshold=0 0 20971520 0 16384 1075839232 16385 2097168 34556928 32800 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=11 num_cat=2 split_feature=25 25 9 1 0 4 26 5 9 26 split_gain=19591.1 16692.4 20740.3 16774.1 23653.9 15879.1 9859.44 8552.02 2075.45 0.00115859 threshold=0 1 223.50400000000005 339.56250000000006 338.28750000000008 285.62500000000006 2022.5000000000002 189.44922000000003 282.93750000000006 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 left_child=9 6 3 4 5 7 -2 -3 -4 -1 right_child=1 2 8 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.11746847367286682 0.042047796726226806 0.001517735293422107 0.15639729467531047 -0.28183310761338187 0.32864119616421789 -0.23741945935147152 0.23017774302225846 -0.12124113852517647 0.29873627187311647 -0.11752468558100912 leaf_weight=70 60 12919 21 21 22 28 52 57 20 77 leaf_count=70 60 12919 21 21 22 28 52 57 20 77 internal_value=0 0.00235518 0.00126888 0.000564171 0.00101944 0.000465175 0.118788 0.000978489 0.225831 -0.110014 internal_weight=0 13200 13088 13047 13026 13004 112 12976 41 147 internal_count=13347 13200 13088 13047 13026 13004 112 12976 41 147 cat_boundaries=0 3 6 cat_threshold=0 0 20971520 0 16384 1075839232 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=10 num_cat=0 split_feature=7 9 4 14 3 13 6 9 3 split_gain=16413.4 17139.3 10745.5 12090.1 7269 6924.92 6364.94 3218.31 578.887 threshold=285.62500000000006 223.50400000000005 285.62500000000006 115.96500000000002 238.08750000000003 214.15000000000003 223.36075000000002 285.62500000000006 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=0.002199831762194784 -0.23261525392532348 0.12051940782616535 -0.16927913826865118 -0.1744340406625699 -0.15610545501708983 -0.18360144519805907 0.11878060976558544 0.29227844709157941 -0.084886401182129284 leaf_weight=13084 30 24 37 39 25 20 47 20 21 leaf_count=13084 30 24 37 39 25 20 47 20 21 internal_value=0 0.00155289 0.000899703 0.00137542 0.00189498 0.00233391 0.00261711 0.198592 -0.123592 internal_weight=0 13317 13273 13236 13197 13151 13131 44 46 internal_count=13347 13317 13273 13236 13197 13151 13131 44 46 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=11 num_cat=2 split_feature=25 25 9 1 0 4 26 5 9 26 split_gain=19157.1 16367.9 20011.9 16391.2 23246.9 15339.2 9676.21 8371.07 2002.32 0.00944355 threshold=0 1 223.50400000000005 339.56250000000006 338.28750000000008 285.62500000000006 2022.5000000000002 189.44922000000003 282.93750000000006 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 left_child=9 6 3 4 5 7 -2 -3 -4 -1 right_child=1 2 8 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.11628311668123517 0.041585589885711677 0.001490564059824552 0.15362812807162604 -0.27860355800106412 0.32579322988336734 -0.23335246467164583 0.22795918093277859 -0.11996264495347676 0.2934369207918644 -0.11612263264594141 leaf_weight=70 60 12919 21 21 22 28 52 57 20 77 leaf_count=70 60 12919 21 21 22 28 52 57 20 77 internal_value=0 0.00231988 0.0012442 0.000551976 0.00100202 0.000452542 0.117615 0.000957054 0.221828 -0.108798 internal_weight=0 13200 13088 13047 13026 13004 112 12976 41 147 internal_count=13347 13200 13088 13047 13026 13004 112 12976 41 147 cat_boundaries=0 3 6 cat_threshold=0 0 20971520 0 16384 1075839232 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=11 num_cat=3 split_feature=25 25 10 26 0 3 4 25 3 26 split_gain=18775.9 16146.6 19608.9 16481 13337.1 14201.9 9566.2 6007.55 447.327 0.00925511 threshold=0 1 267.13384000000002 2022.5000000000002 338.28750000000008 238.08750000000003 285.62500000000006 2 333.3454000000001 2022.5000000000002 decision_type=9 9 2 2 2 2 2 9 2 2 left_child=9 3 4 -2 5 6 7 -3 -7 -1 right_child=1 2 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=-0.11512028360366822 0.017170078029571954 0.031055576123574877 0.28682340184847516 0.26530033150497745 0.23624122937520345 -0.15106918065444283 -0.1871446603867743 -0.00027407241238333916 -0.21573400261998177 -0.11496140876373687 leaf_weight=70 59 634 24 49 24 23 27 12340 20 77 leaf_count=70 59 634 24 49 24 23 27 12340 20 77 internal_value=0 0.00229668 0.0012461 0.118752 0.000722575 0.000289238 0.000889323 0.00128064 -0.181146 -0.10771 internal_weight=0 13200 13092 108 13068 13044 13001 12974 43 147 internal_count=13347 13200 13092 108 13068 13044 13001 12974 43 147 cat_boundaries=0 3 6 10 cat_threshold=0 0 20971520 0 16384 35651840 16385 2097168 1074675712 32800 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=21 num_cat=4 split_feature=25 24 25 4 24 2 26 15 1 8 26 2 26 5 0 4 5 1 26 2 split_gain=18102.4 37829.7 80077.2 21761.1 15942.4 13836 13271.9 11046.5 20536.7 10788.8 21596.6 9733.35 8754.15 8711.39 12648.6 8637.17 9578.74 6741.52 2273.15 1859.75 threshold=0 1 2 2.8373970000000006 3 174.00000000000003 2022.5000000000002 118.09000000000002 243.26250000000002 5.3195730000000001 2022.5000000000002 117.39000000000001 2022.5000000000002 5.3195730000000001 33.525000000000013 279.07800000000003 217.36500000000004 8.095500000000003 2022.5000000000002 255.10500000000002 decision_type=9 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 18 7 -4 8 11 10 -1 15 -7 14 17 16 -2 -6 -3 -14 right_child=5 2 6 -5 13 12 -8 -9 -10 -11 -12 -13 19 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.10040684283662726 -0.0017900800625378331 0.14907653959592185 -0.13291268825714217 -0.10440309372815219 0.024713499535467816 0.014834930165247484 -0.34067078911969739 0.20477580309200746 0.25975846846898398 -0.050038029225099659 0.28733429959991524 0.19491537475585938 -0.16310775983901252 0.19770356869697572 -0.25366359460921517 -0.21024357939884067 -0.16745857981273105 -0.16484624067942302 0.087395870118331512 -0.29467286836017265 leaf_weight=135 12244 120 61 33 176 22 62 26 30 21 114 25 21 20 21 20 35 21 119 22 leaf_count=135 12244 120 61 33 176 22 62 26 30 21 114 25 21 20 21 20 35 21 119 22 internal_value=0 0.0442387 -0.00233611 0.133594 0.0570929 -0.00189286 -0.219769 -0.00113036 -0.00156371 0.167631 0.185988 -0.00219984 -0.147411 -0.00195588 -0.020363 -0.00260051 -0.0022623 0.00450662 0.113612 -0.23042 internal_weight=0 903 600 303 477 12445 123 12380 12354 270 249 12324 65 238 218 12299 12279 197 239 43 internal_count=13348 903 600 303 477 12445 123 12380 12354 270 249 12324 65 238 218 12299 12279 197 239 43 cat_boundaries=0 4 5 8 9 cat_threshold=67125760 49152 1095368960 32800 2720 16896 32768 1094844416 75 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=19 num_cat=2 split_feature=25 3 25 1 2 1 0 0 3 2 4 1 0 4 3 4 26 1 split_gain=17742.2 13983.2 16784.1 20999.3 14906.8 13587.2 26049.9 14843.1 22505.3 19713.7 23818.9 5534.78 6059.72 12462 4891.15 1261.36 2181.57 893.107 threshold=0 216.24000000000004 1 243.26250000000002 162.06750000000002 41.402500000000011 241.78314000000003 69.290000000000006 189.44922000000003 68.310000000000016 36.89500000000001 153.43270000000004 211.57500000000002 230.65000000000003 263.60184000000004 25.910000000000004 2022.5000000000002 218.62500000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 11 15 6 7 8 9 10 -1 12 13 -4 -3 16 -2 -7 right_child=1 14 3 -5 -6 17 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.06745881853332697 -0.078428189655145003 0.28293567657470703 -0.00084954501431573463 0.28323646568317112 -0.34085005998611451 -0.070612334251403813 -0.27861913452977721 0.33167210601270197 -0.23354943941418943 0.3213568060973595 -0.21131509907543661 -0.13924832146743249 0.13045731869765692 -0.2243487634509802 0.07944974998633067 -0.12947186117586884 -0.020564336060475901 -0.15877886595549406 leaf_weight=726 144 21 11976 26 20 20 23 20 26 29 32 29 35 25 27 23 119 27 leaf_count=726 144 21 11976 26 20 20 23 20 26 29 32 29 35 25 27 23 119 27 internal_value=0 -0.00187393 -0.00253502 -0.000652088 -0.07448 0.0437963 0.0533707 0.0625372 0.0559165 0.0654795 0.05569 -0.00126441 -0.000931943 -0.00131513 0.168475 -0.0584569 -0.0522464 -0.121261 internal_weight=0 12445 12397 12091 306 903 856 833 813 787 758 12065 12036 12001 48 286 263 47 internal_count=13348 12445 12397 12091 306 903 856 833 813 787 758 12065 12036 12001 48 286 263 47 cat_boundaries=0 4 7 cat_threshold=67125760 49152 1095368960 32800 256 16 2149580800 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=8 num_cat=0 split_feature=10 4 6 1 6 17 8 split_gain=16658.1 14815.1 10905.6 7151.55 9441.98 8828.84 9323.59 threshold=267.13384000000002 365.72000000000008 374.81250000000006 355.00000000000006 228.18750000000003 192.82422000000003 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=0.0016310952778758807 0.25912528915405275 -0.2646489874096144 -0.23216660642623901 0.18166871723803607 -0.16280794786129679 -0.20322253386179609 0.20314557448677395 leaf_weight=13181 25 21 20 22 35 21 23 leaf_count=13181 25 21 20 22 35 21 23 internal_value=0 0.000750703 0.00116969 0.00152105 0.00122216 0.00165627 0.00198211 internal_weight=0 13323 13302 13282 13260 13225 13204 internal_count=13348 13323 13302 13282 13260 13225 13204 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=20 num_cat=6 split_feature=25 24 25 3 24 3 3 25 1 24 2 8 1 1 3 15 15 1 1 split_gain=17468.6 35715 78730.4 39021.2 14840.1 21250 13708.3 16425.6 20454.6 19552.7 12139.7 11094.2 5553.45 5416.59 4786.68 4457.62 4361.2 3531.21 1145.47 threshold=0 1 2 2.2424500000000003 3 46.247999999999998 216.24000000000004 4 243.26250000000002 5 11.555000000000001 5.3195730000000001 12.195500000000001 153.43270000000004 263.60184000000004 110.47500000000001 31.809000000000005 6.5057 1.26895 decision_type=9 1 9 2 1 2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 18 12 7 9 13 -2 -11 17 -6 15 -8 16 -9 -1 -4 right_child=6 2 4 -5 5 -7 14 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.20403827935065097 0.037777902942843146 -0.21794542765454913 0.12238965997498155 -0.18640240743413899 -0.0098371662132105027 0.31234413504600528 0.27999404952639628 -0.00084021636135524008 0.27948815607107602 -0.10953283975412557 -0.36345887274969196 -0.037536914348602297 -0.16524015188217164 -0.13780151235646215 0.078692784441841981 0.14819808912277221 -0.097357801503323502 0.076515101393063861 0.050907181930541993 leaf_weight=228 103 123 217 34 199 20 21 11953 26 182 21 23 26 29 27 20 47 24 25 leaf_count=228 103 123 217 34 199 20 21 11953 26 182 21 23 26 29 27 20 47 24 25 internal_value=0 0.0430502 -0.00187494 0.129016 0.0559845 -2.72836e-05 -0.00190358 -0.00255902 -0.000693795 -0.0737301 -0.129425 0.172705 -0.0277948 -0.00129896 0.166762 -0.000969631 -0.00121824 0.191893 0.110441 internal_weight=0 919 610 309 487 245 12429 12381 12075 306 203 275 225 12049 48 12020 12000 252 242 internal_count=13348 919 610 309 487 245 12429 12381 12075 306 203 275 225 12049 48 12020 12000 252 242 cat_boundaries=0 4 5 9 10 13 14 cat_threshold=67125760 57344 1095368960 32800 2720 67108864 16384 524544 32800 75 256 16 2149580800 1316 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=24 num_cat=7 split_feature=25 24 25 3 26 24 3 3 25 1 24 26 2 26 1 1 4 4 25 3 26 26 26 split_gain=17102.7 35023.8 77256.9 38244.7 17633.7 14544.8 20827.1 13435.4 16093.4 20047.6 19172.1 12966 11898.2 11537.2 5442.93 5308.8 4810.25 44381.8 12486.2 4691.43 2105.76 1768.58 797.835 threshold=0 1 2 2.2424500000000003 2022.5000000000002 3 46.247999999999998 216.24000000000004 4 243.26250000000002 5 2022.5000000000002 11.555000000000001 2022.5000000000002 12.195500000000001 153.43270000000004 27.535980000000006 30.574000000000002 6 263.60184000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 3 11 4 -1 20 14 8 10 15 13 -3 21 -2 22 16 18 -18 -10 -9 -4 -12 -7 right_child=7 2 5 -5 -6 6 -8 19 9 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.09515590110388264 -0.061728804246434628 -0.12997543095809516 0.14311057644789338 -0.18453838433851213 0.25554766766383097 -0.028305374917304404 0.30922068786621093 0.27719410487583707 -0.10008421455509961 0.27669326927083043 -0.078932896082599957 -0.33532528856889376 -0.35982428176062448 0.1500323695421219 -0.16358775134270009 -0.13642350065297096 0.47144444121555851 -0.00022791635767321721 -0.00077514864968403316 0.07790585875511169 0.084111941685279204 -0.14137289503979128 0.011854947115416112 leaf_weight=145 53 61 122 34 130 107 20 21 118 26 96 62 21 50 26 29 22 214 11666 27 120 86 92 leaf_count=145 53 61 122 34 130 107 20 21 118 26 96 62 21 50 26 29 22 214 11666 27 120 86 92 internal_value=0 0.0425962 -0.00189134 0.127726 0.170977 0.0554246 -2.70108e-05 -0.00188424 -0.00253312 -0.000686857 -0.0729808 -0.21593 -0.128131 0.0374336 -0.0275169 -0.00128597 -0.000959934 0.0437415 -0.00185518 0.165094 0.109337 -0.108438 -0.00973879 internal_weight=0 919 610 309 275 487 245 12429 12381 12075 306 123 203 103 225 12049 12020 236 11784 48 242 182 199 internal_count=13348 919 610 309 275 487 245 12429 12381 12075 306 123 203 103 225 12049 12020 236 11784 48 242 182 199 cat_boundaries=0 4 5 9 10 13 14 16 cat_threshold=67125760 57344 1095368960 32800 2720 67108864 16384 524544 32800 75 256 16 2149580800 1316 0 64 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=10 num_cat=4 split_feature=25 8 10 7 25 24 0 0 24 split_gain=92775.4 26516 23119.8 25572.8 13166.2 32165.8 9334.34 8732.29 4213.2 threshold=0 312.55000000000013 282.93750000000006 280.57800000000003 1 2 241.78314000000003 181.87500000000003 3 decision_type=9 2 2 2 9 1 2 2 1 left_child=-1 2 3 4 5 -2 7 -6 -7 right_child=1 -3 -4 -5 6 8 -8 -9 -10 leaf_value=-0.28504238185183756 0.069942817359730819 0.35406384604317803 -0.32546456445347183 0.32510933508475626 0.00021823089348312871 -0.17607450941758873 -0.15046267628669738 0.15406858466766976 -0.074994879176162862 leaf_weight=106 128 21 22 24 12631 103 41 37 166 leaf_count=106 128 21 22 24 12631 103 41 37 166 internal_value=0 -0.000992007 -0.00155968 -0.00101696 -0.00161417 -0.0576005 0.000179892 0.000667589 -0.118622 internal_weight=0 13173 13152 13130 13106 397 12709 12668 269 internal_count=13279 13173 13152 13130 13106 397 12709 12668 269 cat_boundaries=0 4 7 8 9 cat_threshold=0 0 1075839232 32768 16384 64 21299200 2122 545 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=11 num_cat=2 split_feature=25 8 6 0 11 0 25 26 26 11 split_gain=82385.6 32629.9 13114.4 10248.1 9752.43 8667.38 7882.3 5546.63 5362.31 1589.69 threshold=0 312.55000000000013 316.3010000000001 241.78314000000003 95.142500000000013 181.87500000000003 1 2022.5000000000002 2022.5000000000002 232.33000000000004 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=8 2 3 4 5 6 -2 -5 -1 -6 right_child=1 -3 -4 7 9 -7 -8 -9 -10 -11 leaf_value=-0.16414144040478601 -0.07882775599660817 0.40319852066040041 0.23251669049263002 -0.25268127364416915 -0.084656276196679647 0.15252790389834223 3.7573821678447858e-05 -0.047164247035980225 -0.27213541147556713 -0.18970055656433105 leaf_weight=90 118 20 24 24 34 37 12784 29 94 25 leaf_count=90 118 20 24 24 34 37 12784 29 94 25 internal_value=0 -0.000410093 -0.00102778 -0.00145726 -0.000891409 -0.000306492 -0.000744786 -0.140229 -0.208008 -0.129167 internal_weight=0 13095 13075 13051 12998 12939 12902 53 184 59 internal_count=13279 13095 13075 13051 12998 12939 12902 53 184 59 cat_boundaries=0 4 7 cat_threshold=0 0 18874624 32768 16384 0 1078001664 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=12 num_cat=2 split_feature=25 8 7 4 26 3 25 6 3 3 26 split_gain=90056.5 25432.3 18079.9 24312.8 15978.4 15933.4 10774.1 13691.7 2545.22 7573.49 2382.1 threshold=0 312.55000000000013 280.57800000000003 293.85000000000008 2022.5000000000002 189.44922000000003 1 223.36075000000002 333.3454000000001 255.10500000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 5 -1 6 10 -8 9 -7 -2 right_child=1 -3 -4 -5 -6 8 7 -9 -10 -11 -12 leaf_value=-0.18908619076555425 -0.047789392367241876 0.34676138741629464 0.2671479483127594 -0.32002166373034319 -0.43481312321681598 -0.19189809143543243 -0.00022290221429817152 0.17648046857762065 -0.22830406315624716 0.050805205345153814 -0.13198913388782077 leaf_weight=55 63 21 25 24 51 36 12844 44 24 20 72 leaf_count=55 63 21 25 24 51 36 12844 44 24 20 72 internal_value=0 -0.000963599 -0.00151955 -0.00203122 -0.280821 -0.00144877 -0.000584486 0.000380073 -0.142144 -0.105218 -0.0863031 internal_weight=0 13173 13152 13127 106 13103 13023 12888 80 56 135 internal_count=13279 13173 13152 13127 106 13103 13023 12888 80 56 135 cat_boundaries=0 4 7 cat_threshold=0 0 1075839232 32768 0 0 20971520 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=10 num_cat=1 split_feature=25 18 10 12 7 4 3 26 7 split_gain=79445.2 14549.1 21516.2 18070 11016.2 28955.8 14840.9 5113.57 2416.38 threshold=0 98.978000000000009 279.07800000000003 262.77684000000005 206.27675000000002 293.85000000000008 189.44922000000003 2022.5000000000002 255.10500000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -6 right_child=1 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.16148072536786398 0.00092319424100002908 0.25654903352260588 -0.31329753962430085 -0.30065516549348831 0.23076896023750304 -0.38063423943519598 -0.14941439509391785 -0.26694025384618886 0.091469891394178063 leaf_weight=90 12892 22 22 20 20 20 66 94 33 leaf_count=90 12892 22 22 20 20 20 66 94 33 internal_value=0 -0.000396787 -0.000829494 -0.000302769 0.000158213 -0.000429359 0.000157468 -0.204256 0.144036 internal_weight=0 13095 13073 13051 13031 12978 12958 184 53 internal_count=13279 13095 13073 13051 13031 12978 12958 184 53 cat_boundaries=0 4 cat_threshold=0 0 18874624 32768 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=11 num_cat=0 split_feature=8 7 3 6 0 11 0 26 3 3 split_gain=15681.7 19409.7 19583.1 7624.88 15092.7 10122.1 7683.47 3142.97 2646.27 7354.92 threshold=355.00000000000006 355.00000000000006 189.44922000000003 316.3010000000001 241.78314000000003 229.26450000000003 181.87500000000003 2022.5000000000002 333.3454000000001 255.10500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 9 -4 right_child=-2 -3 8 -5 7 -7 -8 -9 -10 -11 leaf_value=-0.0028916119856281721 0.2764620819091797 0.30001351901463102 -0.20150453492214804 0.18274412393569947 -0.24872308908746793 -0.19281349776046619 0.13951176988451106 -0.097309136144046127 -0.23959549949719358 0.031687335740952269 leaf_weight=13010 20 21 38 22 26 28 38 29 26 21 leaf_count=13010 20 21 38 22 26 28 38 29 26 21 internal_value=0 -0.00376397 -0.00424587 -0.00326812 -0.00357977 -0.00288446 -0.00247689 -0.168887 -0.155544 -0.118504 internal_weight=0 13259 13238 13153 13131 13076 13048 55 85 59 internal_count=13279 13259 13238 13153 13131 13076 13048 55 85 59 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=13 num_cat=5 split_feature=25 8 25 10 0 24 25 25 26 26 0 0 split_gain=26259.8 18516.4 17395.5 10123.3 7451.18 6749.9 32542.5 30501.5 4852.95 3113.55 1434.27 1702.03 threshold=0 355.00000000000006 1 227.60400000000001 200.13000000000002 2 3 4 2022.5000000000002 2022.5000000000002 232.87500000000003 269.79925000000003 decision_type=9 2 9 2 2 1 9 9 2 2 2 2 left_child=8 2 9 4 5 7 -7 -4 -1 -2 -6 -12 right_child=1 -3 3 -5 10 6 -8 -9 -10 -11 11 -13 leaf_value=-0.089949256755271045 0.13895251745818762 0.30320070457458498 0.076652083648991842 -0.17252804211207801 -0.16381773020910181 -0.1233396735138973 -0.0044281001110177444 -0.0010288111646300257 -0.2207627748465929 0.055970354391769929 0.0043830013275146483 -0.10860021228343249 leaf_weight=53 93 20 543 35 23 229 6283 5885 61 88 20 40 leaf_count=53 93 20 543 35 23 229 6283 5885 61 88 20 40 internal_value=0 -0.000841895 -0.00130184 -0.00268466 -0.00223026 -0.00162446 -0.00879243 0.00564209 -0.147047 0.0934449 -0.0966766 -0.0709391 internal_weight=0 13259 13239 13058 13023 12940 6512 6428 114 181 83 60 internal_count=13373 13259 13239 13058 13023 12940 6512 6428 114 181 83 60 cat_boundaries=0 4 7 8 11 14 cat_threshold=0 0 2162688 33280 0 16448 256 3095 67108864 32784 1128398848 201342977 32784 3271558144 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=12 num_cat=5 split_feature=25 8 25 10 0 24 25 25 0 0 0 split_gain=25737.1 18148 17049.5 9921.76 7302.84 6618.48 31922.9 29905.3 1405.73 1668.16 1148.14 threshold=0 355.00000000000006 1 227.60400000000001 200.13000000000002 2 3 4 232.87500000000003 269.79925000000003 6.3720000000000008 decision_type=9 2 9 2 2 1 9 9 2 2 2 left_child=-1 2 10 4 5 7 -7 -4 -6 -10 -2 right_child=1 -3 3 -5 8 6 -8 -9 9 -11 -12 leaf_value=-0.14557662621621162 0.10649838309850752 0.30016868782043454 0.075899424929858933 -0.17080276462009977 -0.16217955687771674 -0.1221578834826228 -0.0043838894565085221 -0.0010185406044428888 0.0043391709923744203 -0.10751420860365034 0.026162734985351564 leaf_weight=114 161 20 543 35 23 229 6283 5885 20 40 20 leaf_count=114 161 20 543 35 23 229 6283 5885 20 40 20 internal_value=0 -0.000833869 -0.00128922 -0.00265821 -0.00220835 -0.00160861 -0.00870646 0.00558684 -0.0957098 -0.0702297 0.0925104 internal_weight=0 13259 13239 13058 13023 12940 6512 6428 83 60 181 internal_count=13373 13259 13239 13058 13023 12940 6512 6428 83 60 181 cat_boundaries=0 4 7 8 11 14 cat_threshold=0 0 2162688 33280 0 16448 256 3095 67108864 32784 1128398848 201342977 32784 3271558144 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=11 num_cat=2 split_feature=25 8 25 6 6 20 5 26 6 26 split_gain=25266.2 17786.9 16710.3 8035.44 10697.7 6707.2 8623.59 4756.38 3578.72 3049.91 threshold=0 355.00000000000006 1 228.18750000000003 183.80721500000004 41.990000000000009 131.43000000000004 2022.5000000000002 269.79925000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 2 left_child=7 2 9 4 5 6 -4 -1 -5 -2 right_child=1 -3 3 8 -6 -7 -8 -9 -10 -11 leaf_value=-0.087593999718720048 0.13657576458428497 0.29716700363159182 -0.0022128835703382707 -0.23633798763900996 0.22892013707756995 0.15207131385803224 -0.10447143581976373 -0.21709938597483713 -0.05521661646664143 0.054446072172034871 leaf_weight=53 93 20 12883 20 20 28 83 61 24 88 leaf_count=53 93 20 12883 20 20 28 83 61 24 88 internal_value=0 -0.00082592 -0.00127672 -0.00263202 -0.00217791 -0.00253361 -0.00286748 -0.144238 -0.137545 0.0915853 internal_weight=0 13259 13239 13058 13014 12994 12966 114 44 181 internal_count=13373 13259 13239 13058 13014 12994 12966 114 44 181 cat_boundaries=0 4 7 cat_threshold=0 0 2162688 33280 0 16448 256 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=10 num_cat=0 split_feature=8 10 0 7 4 12 3 26 0 split_gain=11928.8 18801.6 10896.3 15465.5 16701.8 12225 11742.7 5092.98 3512.74 threshold=355.00000000000006 279.07800000000003 200.13000000000002 355.00000000000006 279.07800000000003 207.80256000000003 279.07800000000003 2022.5000000000002 290.58750000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -9 right_child=-2 -3 7 -5 -6 -7 -8 8 -10 leaf_value=-0.00021776179155516114 0.23601335979643323 -0.30149230866205123 -0.017596279902335924 0.2766109130382538 -0.22302881952594308 -0.20983563201768057 -0.20166683739629285 -0.099718900493213122 -0.25491994819641117 leaf_weight=13121 21 21 39 20 34 28 29 35 25 leaf_count=13121 21 21 39 20 34 28 29 35 25 internal_value=0 -0.00250992 -0.00203894 -0.00125693 -0.00167756 -0.00110646 -0.000662022 -0.10656 -0.164386 internal_weight=0 13352 13331 13232 13212 13178 13150 99 60 internal_count=13373 13352 13331 13232 13212 13178 13150 99 60 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=12 num_cat=2 split_feature=25 8 25 10 0 20 12 26 26 0 0 split_gain=24715.1 17152.7 16424 9550.11 6998.16 6499.18 9114.8 4644.69 2968.94 1389.82 1613.5 threshold=0 355.00000000000006 1 227.60400000000001 200.13000000000002 41.990000000000009 198.14400000000003 2022.5000000000002 2022.5000000000002 232.87500000000003 269.79925000000003 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=7 2 8 4 5 6 -4 -1 -2 -6 -11 right_child=1 -3 3 -5 9 -7 -8 -9 -10 10 -12 leaf_value=-0.086671314447555908 0.13523738089428153 0.29183520889282227 -0.001480081756851562 -0.16754924055508205 -0.15976533073446025 0.1506323514665876 -0.17598920911550522 -0.21464710601040576 0.05420526295900345 0.0049998013973236088 -0.10500596719235182 leaf_weight=53 93 20 12882 35 23 28 30 61 88 20 40 leaf_count=53 93 20 12882 35 23 28 30 61 88 20 40 internal_value=0 -0.000797619 -0.0012403 -0.00258398 -0.00214261 -0.00155552 -0.00188554 -0.142638 0.0908227 -0.0936728 -0.0683374 internal_weight=0 13259 13239 13058 13023 12940 12912 114 181 83 60 internal_count=13373 13259 13239 13058 13023 12940 12912 114 181 83 60 cat_boundaries=0 4 7 cat_threshold=0 0 2162688 33280 0 16448 256 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=9 num_cat=2 split_feature=4 25 15 3 25 6 0 6 split_gain=31808.4 17970.9 14116.2 12422 11557.3 11733.8 11342.6 4260.16 threshold=344.25000000000006 0 237.02500000000003 344.25000000000006 1 223.36075000000002 176.53925000000004 269.79925000000003 decision_type=2 9 2 2 9 2 2 2 left_child=1 -1 3 4 -3 6 -6 -7 right_child=-2 2 -4 -5 5 7 -8 -9 leaf_value=0.125068790491285 0.33269130451925871 -0.091535114957325497 -0.26541420476138589 -0.23173718271048174 0.00046732451133743596 0.26622012681886553 0.11845200560441832 0.080172206372953955 leaf_weight=106 29 124 20 23 12904 20 82 32 leaf_count=106 29 124 20 23 12904 20 82 32 internal_value=0 0.00114472 5.5194e-05 0.00045792 0.00086367 0.00181126 0.00121234 0.151729 internal_weight=0 13311 13205 13185 13162 13038 12986 52 internal_count=13340 13311 13205 13185 13162 13038 12986 52 cat_boundaries=0 4 8 cat_threshold=0 0 35651840 32768 0 0 1074397184 512 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=13 num_cat=0 split_feature=4 14 10 10 2 10 6 5 5 6 10 5 split_gain=31175.4 14607.5 15613.8 7446.1 7808.65 9946.08 6504.67 9491.43 13490.7 5032.13 2228.19 639.929 threshold=344.25000000000006 199.12500000000003 282.93750000000006 40.885000000000005 5.7450000000000001 211.12500000000003 223.36075000000002 217.36500000000004 157.13100000000003 269.79925000000003 56.571140000000007 285.62500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 8 -1 -8 -5 -9 right_child=-2 -3 -4 4 -6 -7 9 11 -10 -11 -12 -13 leaf_value=0.00098424493281640334 0.32936438831789744 -0.22305577459006476 -0.27757440090179442 0.066673888538194739 0.25595994330587846 0.21987868418296178 0.23572585362195969 -0.1044322316399936 0.24882513913241303 0.03884777528208655 -0.052255251872539522 -0.17595440236004917 leaf_weight=13014 29 29 20 23 21 24 20 29 22 37 50 22 leaf_count=13014 29 29 20 23 21 24 20 29 22 37 50 22 internal_value=0 0.00113352 0.00162302 0.00204407 0.081127 0.0432765 0.0013341 0.000869839 0.00140251 0.107928 -0.0147844 -0.135285 internal_weight=0 13311 13282 13262 118 97 13144 13087 13036 57 73 51 internal_count=13340 13311 13282 13262 118 97 13144 13087 13036 57 73 51 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=11 num_cat=0 split_feature=4 3 10 14 10 2 10 6 5 6 split_gain=30555 15248.2 14080 11311.8 7225.34 7653.26 9748.15 7421.32 8772.48 4242.92 threshold=344.25000000000006 344.25000000000006 282.93750000000006 199.12500000000003 40.885000000000005 5.7450000000000001 211.12500000000003 223.36075000000002 217.36500000000004 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 right_child=-2 -3 -4 -5 5 -7 -8 9 -10 -11 leaf_value=0.0017294543651973496 0.32607075448693901 -0.24081243574619293 -0.25713480404445105 -0.20637343058219323 -0.014636580552140328 0.25340034206708273 0.21767989585796993 0.23336860340833665 -0.13098217425346376 0.051708136987355026 leaf_weight=13014 29 26 21 26 73 21 24 20 50 36 leaf_count=13014 29 26 21 26 73 21 24 20 50 36 internal_value=0 0.00112219 0.00159568 0.00200531 0.00241457 0.0803157 0.0428438 0.00171394 0.00122153 0.116587 internal_weight=0 13311 13285 13264 13238 118 97 13120 13064 56 internal_count=13340 13311 13285 13264 13238 118 97 13120 13064 56 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=12 num_cat=2 split_feature=4 25 26 14 25 0 0 3 6 26 26 split_gain=29946.9 17738.3 24100.6 12854.6 11978.6 8636.06 37805.5 12659.3 11816.5 8711.62 4693.4 threshold=344.25000000000006 0 2022.5000000000002 199.12500000000003 1 176.53925000000004 217.36500000000004 263.60184000000004 223.36075000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 10 7 -7 8 -6 -8 -3 right_child=-2 3 -4 -5 5 6 9 -9 -10 -11 -12 leaf_value=-0.01770831511570857 0.32281003939694375 -0.038254286185387641 0.28391729231233948 -0.21794433752695722 0.00071381882494272835 0.48250037145614627 0.11833012368281683 -0.18649208976162804 0.1595632983775849 -0.10709792996942998 -0.16033397046383471 leaf_weight=52 29 62 54 27 12879 20 30 36 47 40 64 leaf_count=52 29 62 54 27 12879 20 30 36 47 40 64 internal_value=0 0.00111097 0.12423 2.85577e-05 0.000475177 0.00144656 0.0990666 0.000769868 0.00129141 -0.0104859 -0.0928907 internal_weight=0 13311 106 13205 13178 13052 90 12962 12926 70 126 internal_count=13340 13311 106 13205 13178 13052 90 12962 12926 70 126 cat_boundaries=0 4 8 cat_threshold=0 0 35651840 32768 0 0 1074397184 512 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=12 num_cat=3 split_feature=4 25 26 15 3 15 15 25 0 24 15 split_gain=29351 17385.3 23621 13810 11726.7 9939.99 20221.4 12664.6 14043.4 12476.1 283.606 threshold=344.25000000000006 0 2022.5000000000002 237.02500000000003 344.25000000000006 32.879500000000014 48.836373000000002 1 176.53925000000004 2 95.142500000000013 decision_type=2 9 2 2 2 2 2 9 2 1 2 left_child=1 2 -1 4 5 7 -7 9 -9 -3 -8 right_child=-2 3 -4 -5 -6 6 10 8 -10 -11 -12 leaf_value=-0.017531229899479792 0.31958193047807137 0.022241110722880719 0.28107811680546518 -0.26254640737175938 -0.22517620947050013 0.37076678991317752 -0.019622851037062131 0.00094637951724445659 0.14100029093523822 -0.11000804816560793 0.030465302824974061 leaf_weight=52 29 111 54 20 23 22 26 12718 72 193 20 leaf_count=52 29 111 54 20 23 22 26 12718 72 193 20 internal_value=0 0.00109986 0.122988 2.82722e-05 0.000426587 0.000820817 0.121411 0.000194564 0.00173344 -0.0625492 0.00215461 internal_weight=0 13311 106 13205 13185 13162 68 13094 12790 304 46 internal_count=13340 13311 106 13205 13185 13162 68 13094 12790 304 46 cat_boundaries=0 4 8 9 cat_threshold=0 0 35651840 32768 0 16 17432576 512 1068 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=10 num_cat=0 split_feature=3 4 10 8 4 8 11 8 8 split_gain=28413.6 17078.5 31374.7 6979 8170.63 7098.64 6983.02 1089.88 755.768 threshold=333.3454000000001 285.62500000000006 267.13384000000002 162.18600000000004 216.24000000000004 92.932500000000019 39.605212500000015 274.22475000000003 228.56250000000003 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=-0.00042750005402210497 0.30103387917241742 -0.22927778359615442 -0.39727619600296027 -0.10188397063563268 0.14803719088837908 0.15037010354380453 -0.076748453556244406 -0.15100556106567384 -0.022523624092340468 leaf_weight=12980 31 33 20 30 37 31 121 25 20 leaf_count=12980 31 33 20 30 37 31 121 25 20 internal_value=0 -0.00206742 -0.00150214 -0.00090447 -0.000356645 -0.000774752 -0.0011324 -0.0970951 -0.0701398 internal_weight=0 13297 13264 13244 13169 13132 13101 75 50 internal_count=13328 13297 13264 13244 13169 13132 13101 75 50 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=10 num_cat=0 split_feature=3 4 6 5 6 0 17 6 0 split_gain=27848.1 16738.6 11967.3 15386.2 10456.9 7990.22 7434.76 5338.83 615.051 threshold=333.3454000000001 285.62500000000006 228.18750000000003 335.87040000000007 195.14400000000003 269.79925000000003 154.53000000000006 344.25000000000006 365.72000000000008 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=-3.0105834284645976e-06 0.29802352943728044 -0.22698500546542083 -0.21568162410645872 -0.27797483634948733 0.22808463323116304 -0.17792821875995113 -0.1839897678115151 -0.032661113909312658 -0.10044230651855468 leaf_weight=13096 31 33 37 20 20 21 22 28 20 leaf_count=13096 31 33 37 20 20 21 22 28 20 internal_value=0 -0.00204675 -0.00148711 -0.000820543 -0.000399943 -0.00074721 -0.000311572 -0.136842 -0.14013 internal_weight=0 13297 13264 13199 13179 13159 13118 65 41 internal_count=13328 13297 13264 13199 13179 13159 13118 65 41 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=40699.2 33497.8 26389.7 12194.1 17951.3 19904.7 16607 83018 10735 1438.55 threshold=0 333.3454000000001 2022.5000000000002 365.72000000000008 228.18750000000003 335.87040000000007 1 2 183.80721500000004 344.25000000000006 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=-0.027801730239644964 0.283476501492893 0.34636216912950785 -0.26061631994672341 0.24088797887166341 -0.21141221791505815 -0.30708389895302907 -0.0011744971151722368 -0.045070590963214634 0.22510818577948072 -0.1152464599268777 leaf_weight=94 109 28 101 21 35 21 12655 215 21 28 leaf_count=94 109 28 101 21 35 21 12655 215 21 28 internal_value=0 0.000847488 -0.141149 0.000109911 -0.000276541 0.000538213 0.00103514 0.0706372 -0.00079899 -0.168672 internal_weight=0 13133 195 13105 13084 13021 13000 324 12676 63 internal_count=13328 13133 195 13105 13084 13021 13000 324 12676 63 cat_boundaries=0 3 7 8 cat_threshold=0 0 17318144 16384 2113536 1113587712 32768 225 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=11 num_cat=5 split_feature=25 3 4 10 25 24 25 1 25 1 split_gain=39890.3 32830.9 14838.4 24497.4 13339 66289.8 31015.4 16037.2 7485.54 3246.78 threshold=0 333.3454000000001 285.62500000000006 227.60400000000001 1 2 3 148.98750000000004 4 290.58750000000009 decision_type=9 2 2 2 9 1 9 2 9 2 left_child=-1 2 3 4 5 -2 -7 8 -6 -9 right_child=1 -3 -4 -5 7 6 -8 9 -10 -11 leaf_value=-0.13973782764993062 0.25915022250880365 0.34289855037416728 -0.21841305471235706 -0.26744573007611666 -0.042382550119516166 -0.14847236201782857 0.078427104542001344 0.10215441410658789 0.00021285993191903893 0.24631896053751309 leaf_weight=195 105 28 31 34 417 111 112 61 12213 21 leaf_count=195 105 28 31 34 417 111 112 61 12213 21 internal_value=0 0.000840826 0.000110631 0.000628777 0.00132774 0.0633291 -0.0360388 -0.000321604 -0.00122689 0.139075 internal_weight=0 13133 13105 13074 13040 328 223 12712 12630 82 internal_count=13328 13133 13105 13074 13040 328 223 12712 12630 82 cat_boundaries=0 3 7 8 11 14 cat_threshold=0 0 17318144 16384 16400 1113587712 32768 1061 0 16400 2097152 256 524360 2147483648 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=10 num_cat=0 split_feature=3 4 6 5 6 0 17 6 0 split_gain=26210.6 16094.5 11465.5 14750.1 10066.6 7925.37 7266.44 5139.09 579.932 threshold=333.3454000000001 285.62500000000006 228.18750000000003 335.87040000000007 195.14400000000003 269.79925000000003 154.53000000000006 344.25000000000006 365.72000000000008 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=2.718180967164872e-05 0.2891300661333146 -0.22255180590080492 -0.21127300599942339 -0.27214771032333374 0.22380902820825577 -0.17623098292521067 -0.18186498208479449 -0.031708748681204664 -0.10098973274230957 leaf_weight=13096 31 33 37 20 20 21 22 28 20 leaf_count=13096 31 33 37 20 20 21 22 28 20 internal_value=0 -0.00198403 -0.00143527 -0.000782823 -0.000371009 -0.000711734 -0.000277867 -0.133922 -0.139528 internal_weight=0 13297 13264 13199 13179 13159 13118 65 41 internal_count=13328 13297 13264 13199 13179 13159 13118 65 41 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=14 num_cat=3 split_feature=4 8 25 15 6 4 25 5 24 6 26 15 6 split_gain=53778.9 29203.9 33568.7 6494.11 13196.4 8453.51 7275.61 15720.9 9091.81 3097.96 2002.31 1305.57 1152.17 threshold=344.25000000000006 274.22475000000003 0 18.685000000000006 223.36075000000002 22.198000000000004 1 335.87040000000007 2 5.3195730000000001 2022.5000000000002 46.655499999999996 290.58750000000009 decision_type=2 2 9 2 2 2 9 2 1 2 2 2 2 left_child=1 2 10 4 6 9 8 -8 -4 11 -1 -5 -6 right_child=-2 -3 3 5 12 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.13190769352018833 0.51943596339225773 -0.32211854662214007 0.018106314321843588 -0.10183990257873869 0.12600195610225201 0.11752285559972128 0.0012636356412847026 -0.27932135725021362 -0.098353289934823271 -0.19204390955822809 0.21228635459649758 -0.024917471888992519 0.22783269572257997 leaf_weight=63 20 28 113 57 25 21 12748 20 157 28 61 36 20 leaf_count=63 20 28 113 57 25 21 12748 20 157 28 61 36 20 internal_value=0 0.000497896 0.0011746 -0.000421607 0.000308124 -0.0676842 -0.000281908 0.000823478 -0.0507069 -0.0998275 0.158654 -0.0720635 0.17126 internal_weight=0 13377 13349 13225 13083 142 13038 12768 270 121 124 93 45 internal_count=13397 13377 13349 13225 13083 142 13038 12768 270 121 124 93 45 cat_boundaries=0 4 7 8 cat_threshold=0 16384 35651840 32768 67108864 32768 16924672 2840 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=12 num_cat=4 split_feature=4 8 25 24 26 10 25 14 25 26 26 split_gain=52708.9 28622.6 27018.1 128426 14547.9 12354.6 8576.2 6578.38 4636.32 4126.47 470.652 threshold=344.25000000000006 274.22475000000003 0 1 2022.5000000000002 267.13384000000002 2 115.96500000000002 3 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 9 2 9 2 2 left_child=1 2 3 4 -1 6 10 8 -8 -5 -4 right_child=-2 -3 5 9 -6 -7 7 -9 -10 -11 -12 leaf_value=0.26941104336788779 0.51424161028862003 -0.31889735358101978 -0.052187300541447205 -0.075303643147150684 0.50438419933221779 0.24763107419013977 0.0098581259194034671 -0.14326104693114758 -0.0034648699568074373 -0.19579866062711787 -0.082643753805756573 leaf_weight=57 20 28 103 60 49 20 3629 32 9245 54 100 leaf_count=57 20 28 103 60 49 20 3629 32 9245 54 100 internal_value=0 0.000492318 0.00116225 0.108608 0.345442 -0.000720378 -0.00109983 -6.02357e-05 0.000295662 -0.121704 -0.064036 internal_weight=0 13377 13349 220 106 13129 13109 12906 12874 114 203 internal_count=13397 13377 13349 220 106 13129 13109 12906 12874 114 203 cat_boundaries=0 4 5 8 12 cat_threshold=0 16448 2097408 32768 931 0 32768 16924672 2353021952 2283874968 1645026304 35672096 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=12 num_cat=3 split_feature=4 8 25 24 26 10 25 14 3 26 26 split_gain=51659.9 28053.1 26480.4 125871 14258.4 12108.7 8405.54 6447.47 6274.96 4044.35 461.286 threshold=344.25000000000006 274.22475000000003 0 1 2022.5000000000002 267.13384000000002 2 115.96500000000002 279.07800000000003 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 10 8 -8 -5 -4 right_child=-2 -3 5 9 -6 -7 7 -9 -10 -11 -12 leaf_value=0.26671693743320934 0.50909921097755428 -0.3157083811078753 -0.051665427363613285 -0.07455060911178589 0.49934041076776936 0.2451547634601593 0.00061869932708340464 -0.14182843603193759 -0.14924595272966795 -0.19384067431644159 -0.081817315641045579 leaf_weight=57 20 28 103 60 49 20 12846 32 28 54 100 leaf_count=57 20 28 103 60 49 20 12846 32 28 54 100 internal_value=0 0.000487442 0.00115067 0.107522 0.341987 -0.000713126 -0.00108878 -5.95839e-05 0.000292755 -0.120487 -0.0633956 internal_weight=0 13377 13349 220 106 13129 13109 12906 12874 114 203 internal_count=13397 13377 13349 220 106 13129 13109 12906 12874 114 203 cat_boundaries=0 4 5 8 cat_threshold=0 16448 2097408 32768 931 0 32768 16924672 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=9 num_cat=0 split_feature=10 8 11 7 14 1 0 11 split_gain=25773.9 17475.2 11140.7 10276.4 7446.13 6927.32 11971.5 1164.98 threshold=279.07800000000003 274.22475000000003 95.142500000000013 280.57800000000003 182.65800000000004 376.61250000000007 365.72000000000008 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=0.0019212334293732011 0.34323063937100501 -0.24453943186792834 -0.094220284002108703 0.21302678087483284 -0.1614348437956401 0.18329194300231477 -0.22642187284386675 -0.18111562578766435 leaf_weight=13188 22 29 36 23 28 21 23 27 leaf_count=13188 22 29 36 23 28 21 23 27 internal_value=0 0.000671731 0.00120456 0.00183378 0.00146746 0.00181217 0.00152369 -0.131461 internal_weight=0 13375 13346 13283 13260 13232 13211 63 internal_count=13397 13375 13346 13283 13260 13232 13211 63 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=13 num_cat=2 split_feature=4 8 25 15 6 4 0 0 25 6 15 6 split_gain=50496.7 27064.9 32248.6 6342.88 12928 8307.03 7138.56 28454.8 10402.2 3043.87 1280.32 1138.8 threshold=344.25000000000006 274.22475000000003 0 18.685000000000006 223.36075000000002 22.198000000000004 176.53925000000004 217.36500000000004 1 5.3195730000000001 46.655499999999996 290.58750000000009 decision_type=2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 -1 4 6 9 8 -8 -4 10 -5 -6 right_child=-2 -3 3 5 11 -7 7 -9 -10 -11 -12 -13 leaf_value=0.15547475503674194 0.5033240437507629 -0.31010591030120849 -0.036719361671017414 -0.10074668147584849 0.12448862340152264 0.1166787796928769 0.41080234981718522 -0.0088987639929567069 0.0013175481691679329 -0.19018796554633549 -0.024571793973445891 0.22572699427604676 leaf_weight=124 20 28 754 57 25 21 21 70 12193 28 36 20 leaf_count=124 20 28 754 57 25 21 21 70 12193 28 36 20 internal_value=0 0.000471229 0.00112268 -0.000441784 0.000279381 -0.0669166 -0.000304619 0.0879553 -0.000924967 -0.0987802 -0.0712596 0.169483 internal_weight=0 13377 13349 13225 13083 142 13038 91 12947 121 93 45 internal_count=13397 13377 13349 13225 13083 142 13038 91 12947 121 93 45 cat_boundaries=0 4 7 cat_threshold=0 16384 35651840 32768 67109376 32768 2164408320 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=12 num_cat=4 split_feature=25 12 4 7 25 24 25 5 7 5 7 split_gain=24095.1 16367.1 16557.4 14163.2 14419.7 65246.9 75343.7 23505.4 9519.25 3685.73 220.492 threshold=0 252.29100000000003 333.3454000000001 239.51250000000002 1 2 3 172.87500000000003 151.80020000000005 234.55500000000004 337.52040000000005 decision_type=9 2 2 2 9 1 9 2 2 2 2 left_child=-1 2 3 4 5 -2 -7 8 -6 -9 -5 right_child=1 -3 -4 10 7 6 -8 9 -10 -11 -12 leaf_value=-0.14788084570620511 0.24057075922980031 -0.27888195673624677 0.23919713858900399 -0.15569631867820311 -0.002037872573292715 -0.22240848766131835 0.079586131835349225 0.31026191211882093 -0.22037719923257829 0.14079211625185881 -0.20051401283430018 leaf_weight=101 126 21 29 21 12557 111 251 21 20 33 23 leaf_count=101 126 21 29 21 12557 111 251 21 20 33 23 internal_value=0 7.11985e-05 0.000515311 -1.054e-05 0.00059019 0.0533698 -0.0165039 -0.00149003 -0.00238508 0.206697 -0.179124 internal_weight=0 13213 13192 13163 13119 488 362 12631 12577 54 44 internal_count=13314 13213 13192 13163 13119 488 362 12631 12577 54 44 cat_boundaries=0 4 8 9 13 cat_threshold=0 0 6307840 32 67125248 49168 1074462976 33280 672 0 16384 1074331904 32768 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=19 num_cat=4 split_feature=25 11 25 4 7 6 25 5 7 6 15 15 25 4 5 26 11 11 split_gain=23658.9 12205.2 12058.6 25715.9 29127.8 21822.1 22829.3 8417.08 21373.5 12728.3 11747.7 26853.1 11534.9 11102.9 8563.7 1707.34 747.764 686.48 threshold=0 95.142500000000013 1 29.205000000000002 24.453750000000003 29.757000000000005 2 37.156100000000009 25.505000000000003 228.18750000000003 32.879500000000014 46.655499999999996 3 10.506000000000002 49.620000000000012 2022.5000000000002 279.07800000000003 191.84322000000003 decision_type=9 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 left_child=15 2 3 4 5 6 -2 9 13 10 12 -12 -4 14 -9 -1 17 -3 right_child=1 16 7 -5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.12113239756713692 -0.040718737380740083 -0.147780874465437 -0.046808797898360788 0.3266696220828641 -0.32589244474064222 0.31713510421769964 0.095767545173337965 0.14415547454357147 0.35060782961223441 -0.18499161448133619 0.43717030203342438 0.0036135556578636169 -0.00031263598233618664 0.23478178414431486 -0.045561026085977972 -0.20339855739048548 -0.17923785215332394 -0.074897066844361163 leaf_weight=52 233 24 549 31 22 28 241 30 23 38 20 50 11738 22 115 49 21 28 leaf_count=52 233 24 549 31 22 28 241 30 23 38 20 50 11738 22 115 49 21 28 internal_value=0 7.12257e-05 0.000787646 0.0459821 0.0302541 0.0458621 0.0298376 -0.00124099 0.0648122 -0.0022545 -0.00169255 0.127487 -0.0024285 0.0254512 -0.00630934 -0.146535 -0.128875 -0.108536 internal_weight=0 13213 13140 555 524 502 474 12585 190 12395 12357 70 12287 167 145 101 73 52 internal_count=13314 13213 13140 555 524 502 474 12585 190 12395 12357 70 12287 167 145 101 73 52 cat_boundaries=0 4 8 11 14 cat_threshold=0 0 6307840 32 67125248 32832 1074725120 33280 67108864 64 262144 768 0 50331648 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=14 num_cat=3 split_feature=25 8 25 26 11 13 13 25 15 3 26 11 11 split_gain=23188.1 16219.5 13643 12173.8 9388.14 8923.17 12226.4 7270.15 24858.7 9124.66 1673.37 1589.99 272.45 threshold=0 274.22475000000003 1 2022.5000000000002 95.142500000000013 92.932500000000019 214.15000000000003 2 5.4017350000000004 115.96500000000002 2022.5000000000002 246.67500000000004 176.53925000000004 decision_type=9 2 9 2 2 2 2 9 2 2 2 2 2 left_child=10 2 3 -2 5 7 -7 8 -4 -9 -1 12 -6 right_child=1 -3 4 -5 11 6 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.11992107354964202 0.014721139391948437 -0.22839857409077308 0.017264844829232521 0.22336766154953724 -0.13079869950101489 0.29536822716395061 -0.031003063375299629 -0.0033161664434122658 0.36439490627674831 0.112018882131231 -0.20136456411712025 -0.059204727863443316 -0.18237031449377536 leaf_weight=52 58 31 1170 54 21 24 22 11694 21 69 49 29 20 leaf_count=52 58 31 1170 54 21 24 22 11694 21 69 49 29 20 internal_value=0 7.05734e-05 0.000607916 0.105866 -0.000374781 0.000246845 0.139278 -0.000246857 0.0231908 -0.00263739 -0.14507 -0.115873 -0.155956 internal_weight=0 13213 13182 112 13070 13000 46 12954 1191 11763 101 70 41 internal_count=13314 13213 13182 112 13070 13000 46 12954 1191 11763 101 70 41 cat_boundaries=0 4 8 12 cat_threshold=0 0 6307840 32 16384 0 1073742080 32768 71303169 134791232 17762304 512 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=11 num_cat=0 split_feature=12 10 11 4 17 14 4 11 14 11 split_gain=15834.7 10284.7 16641.9 13399.8 8476.08 6802.7 8720.72 4494.21 990.256 822.737 threshold=252.29100000000003 279.07800000000003 95.142500000000013 365.72000000000008 192.82422000000003 23.834000000000003 26.687500000000004 269.79925000000003 95.142500000000013 191.84322000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 -4 right_child=-2 -3 7 -5 -6 8 -8 -9 -10 -11 leaf_value=-4.461862098991216e-05 -0.27550810950142995 0.21058431127797003 -0.14579699713736774 -0.24142333170642022 -0.19596278125589547 -0.054803118507067365 0.05550694526685563 -0.28381711387634279 -0.11656551802782593 -0.06209997857394426 leaf_weight=12745 21 23 24 23 22 87 289 20 37 23 leaf_count=12745 21 23 24 23 22 87 289 20 37 23 internal_value=0 -0.000694516 -0.00106071 -0.000262961 0.000157881 0.000485792 0.00118711 -0.158265 -0.0732322 -0.104839 internal_weight=0 13293 13270 13203 13180 13158 13034 67 124 47 internal_count=13314 13293 13270 13203 13180 13158 13034 67 124 47 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=8 num_cat=0 split_feature=12 14 8 4 13 13 6 split_gain=15519.6 9702.26 14318.8 8644.4 6640.12 14958 9762.36 threshold=252.29100000000003 182.65800000000004 274.22475000000003 365.72000000000008 214.15000000000003 92.932500000000019 228.18750000000003 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=9.6033214363142681e-05 -0.27275302296593074 0.1760173358455781 -0.22306316638814991 -0.19022696162263553 -0.18234198141098024 0.23962522323314961 -0.13221898590347597 leaf_weight=13107 21 31 29 24 20 26 56 leaf_count=13107 21 31 29 24 20 26 56 internal_value=0 -0.000687571 -0.00110062 -0.000614191 -0.000269675 6.42201e-06 -0.000466881 internal_weight=0 13293 13262 13233 13209 13189 13163 internal_count=13314 13293 13262 13233 13209 13189 13163 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=10 num_cat=2 split_feature=25 3 25 26 26 0 20 6 6 split_gain=55539.9 14744.5 13750.2 10965.1 10003.9 7495.82 5361.48 6655.76 7352.54 threshold=0 344.25000000000006 1 2022.5000000000002 2022.5000000000002 338.28750000000008 41.990000000000009 316.3010000000001 176.53925000000004 decision_type=9 2 9 2 2 2 2 2 2 left_child=3 2 4 -1 -2 6 7 8 -4 right_child=1 -3 5 -5 -6 -7 -8 -9 -10 leaf_value=-0.10999331032618498 0.01972807574637082 0.23981469997992882 -4.8922745886127178e-05 -0.27767043081327131 0.2179490579299207 0.1533511185646057 0.12939183928072454 0.18207593250274659 -0.12953802645545115 leaf_weight=78 49 26 12873 78 53 32 32 20 44 leaf_count=78 49 26 12873 78 53 32 32 20 44 internal_value=0 0.00191133 0.00144072 -0.182155 0.111768 0.000488805 0.000112006 -0.000207771 -0.00049001 internal_weight=0 13129 13103 156 102 13001 12969 12937 12917 internal_count=13285 13129 13103 156 102 13001 12969 12937 12917 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=13 num_cat=3 split_feature=25 8 25 3 26 26 1 6 1 25 6 26 split_gain=54434.7 17372.2 16665.6 18444.8 11157.5 10746.9 9758.53 26285.7 16615.2 9279.96 7665.65 4435.95 threshold=0 355.00000000000006 1 344.25000000000006 2022.5000000000002 2022.5000000000002 157.57350000000002 15.292500000000002 216.24000000000004 2 121.76350000000002 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 9 2 2 left_child=5 2 4 6 -2 -1 9 8 -8 11 -11 -4 right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=-0.10889337804072943 0.028295666545629504 0.29639058685302738 -0.02378336441169665 0.30384825265407567 0.23751273627464589 -0.27489372542271251 0.23425256768862407 0.42285713034868239 -0.082890030893514752 0.00088640327150154273 -0.098554769097707967 -0.11752502320390759 leaf_weight=78 50 20 103 20 52 78 24 20 53 12610 78 99 leaf_count=78 50 20 103 20 52 78 24 20 53 12610 78 99 internal_value=0 0.00189222 0.00144436 0.000397066 0.122906 -0.180334 -6.99436e-05 0.099856 0.0159596 -0.000821908 0.000274868 -0.0664371 internal_weight=0 13129 13109 13007 102 156 12987 97 77 12890 12688 202 internal_count=13285 13129 13109 13007 102 156 12987 97 77 12890 12688 202 cat_boundaries=0 3 7 10 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 256 64 4194304 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=10 num_cat=1 split_feature=5 6 2 3 4 24 3 8 6 split_gain=11980.8 13775 14353.3 18404.5 8508.01 6259.79 15529.1 7636.86 3485.15 threshold=280.57800000000003 176.53925000000004 293.85000000000008 344.25000000000006 344.25000000000006 0 177.71725000000004 206.70431000000005 255.10500000000002 decision_type=2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 right_child=-2 8 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.0087153821180873045 0.17931745103887611 -0.20510222467417652 -0.21503408224351944 0.27146432900428769 -0.20621524828672411 0.005017676017022423 0.20507344484329224 0.1870519562661648 -0.068754278531200003 leaf_weight=5433 37 37 31 25 20 7605 39 20 38 leaf_count=5433 37 37 31 25 20 7605 39 20 38 internal_value=0 -0.000879947 -0.000110536 0.000396436 -0.000120199 0.000194522 0.00603048 -0.00798273 -0.136019 internal_weight=0 13248 13173 13142 13117 13097 7644 5453 75 internal_count=13285 13248 13173 13142 13117 13097 7644 5453 75 cat_boundaries=0 1 cat_threshold=2472 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=10 num_cat=2 split_feature=25 8 25 3 26 26 5 10 1 split_gain=53377.1 16973.5 16346.7 17763 10946.2 10536.4 10480.2 11932.5 12916.7 threshold=0 355.00000000000006 1 344.25000000000006 2022.5000000000002 2022.5000000000002 280.57800000000003 227.60400000000001 157.57350000000002 decision_type=9 2 9 2 2 2 2 2 2 left_child=5 2 4 6 -2 -1 7 8 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.10783298559677906 0.028018302762508395 0.29297700119018555 -0.0008313652410032249 0.29818726906180382 0.23524431778834415 -0.27219935714434351 0.18663006639480592 -0.19645122989531488 0.12357774561004979 leaf_weight=78 50 20 12842 20 52 78 30 31 84 leaf_count=78 50 20 12842 20 52 78 30 31 84 internal_value=0 0.00187761 0.00143492 0.000397695 0.121729 -0.178569 -6.05951e-05 -0.000492849 -2.28889e-05 internal_weight=0 13129 13109 13007 102 156 12987 12957 12926 internal_count=13285 13129 13109 13007 102 156 12987 12957 12926 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=11 num_cat=2 split_feature=25 4 10 25 6 26 26 6 0 6 split_gain=52314.9 20370.5 21801.6 14893.1 13456.2 11910.7 10326.7 9832.47 9242.28 1438.63 threshold=0 344.25000000000006 269.79925000000003 1 316.3010000000001 2022.5000000000002 2022.5000000000002 176.53925000000004 338.28750000000008 235.50000000000003 decision_type=9 2 2 9 2 2 2 2 2 2 left_child=6 2 3 5 7 -2 -1 8 -5 -9 right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 leaf_value=-0.106754658191632 0.019051356905698775 0.27129783264228274 -0.32862737417221072 0.00055525664852957679 0.24790652686899362 0.23625081763548011 -0.26947735739442019 -0.19283573201069465 0.20119314110797384 -0.082961087484251378 leaf_weight=78 50 28 20 12887 22 51 78 26 23 22 leaf_count=78 50 28 20 12887 22 51 78 26 23 22 internal_value=0 0.00185884 0.0012844 0.00178881 0.00080047 0.117129 -0.176784 0.000381553 0.000912706 -0.142477 internal_weight=0 13129 13101 13081 12980 101 156 12958 12910 48 internal_count=13285 13129 13101 13081 12980 101 156 12958 12910 48 cat_boundaries=0 3 7 cat_threshold=67108864 16384 2621440 0 0 33554688 33280 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=12 num_cat=2 split_feature=25 10 25 8 26 3 7 7 2 26 8 split_gain=25020.1 32221.6 14170.6 14382.9 13412.5 12433 14756.5 22134.5 9328.17 3544.8 342.69 threshold=0 267.13384000000002 1 151.80020000000005 2022.5000000000002 344.25000000000006 255.10500000000002 174.00000000000003 27.015000000000004 2022.5000000000002 263.60184000000004 decision_type=9 2 9 2 2 2 2 2 2 2 2 left_child=9 2 4 5 -2 6 7 -4 10 -1 -5 right_child=1 -3 3 8 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.088529179751873008 -0.0019739381988327226 0.36636758665243785 -0.0013004513706238142 -0.097723816161894281 0.17874798159707678 0.24831385003775361 -0.22653125496260054 0.28531933678521049 -0.32911752451956278 -0.18747567088795561 -0.04313525801119597 leaf_weight=75 77 24 12936 23 88 20 29 27 20 70 23 leaf_count=75 77 24 12936 23 88 20 29 27 20 70 23 internal_value=0 0.000288197 -0.000375023 -0.0015697 0.0890162 -0.00082402 -0.00120754 -0.000703465 -0.14882 -0.127503 -0.0704295 internal_weight=0 13267 13243 13078 165 13012 12992 12963 66 145 46 internal_count=13412 13267 13243 13078 165 13012 12992 12963 66 145 46 cat_boundaries=0 4 7 cat_threshold=67108864 16384 2097152 32 0 2097152 196864 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=13 num_cat=3 split_feature=25 10 25 24 26 8 13 0 4 8 26 26 split_gain=24522.2 31580.4 13884 98821.3 46555.8 21682 9455.56 9390.57 8132.79 4351.96 3474.26 2540.94 threshold=0 267.13384000000002 1 2 2022.5000000000002 174.00000000000003 92.932500000000019 338.28750000000008 216.24000000000004 269.79925000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 6 7 8 -4 -7 -1 -5 right_child=1 -3 5 11 -6 9 -8 -9 -10 -11 -12 -13 leaf_value=-0.087643888803323106 0.099307483812937372 0.36270390649636591 -0.0021302502023840156 -0.095102944817653925 0.52246334263911609 -0.11450299044304034 0.15671431271653427 0.19236181259155274 0.12565393345355988 -0.28455656969988791 -0.18560091128466386 -0.19692117523728755 leaf_weight=75 52 24 12865 43 52 34 38 25 50 27 70 57 leaf_count=75 52 24 12865 43 52 34 38 25 50 27 70 57 internal_value=0 0.000285315 -0.000371273 0.0795241 0.283615 -0.00168096 -0.00079818 -0.00126074 -0.00163554 -0.189773 -0.126228 -0.139218 internal_weight=0 13267 13243 204 104 13039 12978 12940 12915 61 145 100 internal_count=13412 13267 13243 204 104 13039 12978 12940 12915 61 145 100 cat_boundaries=0 4 7 8 cat_threshold=67108864 16384 2097152 32 0 2097152 4391168 2665 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=10 num_cat=3 split_feature=25 10 25 24 8 13 0 4 8 split_gain=24034.2 30952 13607.7 96854.8 21250.5 9267.39 9203.69 7970.95 4265.35 threshold=0 267.13384000000002 1 2 174.00000000000003 92.932500000000019 338.28750000000008 216.24000000000004 269.79925000000003 decision_type=9 2 9 1 2 2 2 2 2 left_child=-1 2 3 -2 5 6 7 -4 -6 right_child=1 -3 4 -5 8 -7 -8 -9 -10 leaf_value=-0.12496582375611029 0.28077861577795266 0.35907685438791909 -0.0021089476226518432 -0.1378254012411291 -0.11335796234800535 0.15514717384388571 0.19043819732666017 0.12439739520549774 -0.28171101534808124 leaf_weight=145 104 24 12865 100 34 38 25 50 27 leaf_count=145 104 24 12865 100 34 38 25 50 27 internal_value=0 0.000282462 -0.00036756 0.0787288 -0.00166416 -0.000790198 -0.00124813 -0.00161918 -0.187875 internal_weight=0 13267 13243 204 13039 12978 12940 12915 61 internal_count=13412 13267 13243 204 13039 12978 12940 12915 61 cat_boundaries=0 4 7 8 cat_threshold=67108864 16384 2097152 32 0 2097152 4391168 2665 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=13 num_cat=3 split_feature=25 10 25 24 26 8 3 7 7 8 26 26 split_gain=23587 30335.8 13359.3 95097.8 45629.4 20827.6 11422.4 12900.3 21653.7 4180.47 3405.12 2490.38 threshold=0 267.13384000000002 1 2 2022.5000000000002 174.00000000000003 333.3454000000001 255.10500000000002 174.00000000000003 269.79925000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 6 7 8 -4 -7 -1 -5 right_child=1 -3 5 11 -6 9 -8 -9 -10 -11 -12 -13 leaf_value=-0.08551779321829478 0.095506621209474715 0.35548607766628265 -0.0012868675569656103 -0.092773660726325466 0.5144309253876026 -0.11222438172382468 0.23801478745415808 -0.21950674995159108 0.2822030982264766 -0.27889390380294232 -0.18249524815593446 -0.19357370970541973 leaf_weight=75 52 24 12904 43 52 34 20 27 27 27 70 57 leaf_count=75 52 24 12904 43 52 34 20 27 27 27 70 57 internal_value=0 0.000280714 -0.000362805 0.0780083 0.278217 -0.00164751 -0.000782296 -0.00115087 -0.000694939 -0.185996 -0.123797 -0.136572 internal_weight=0 13267 13243 204 104 13039 12978 12958 12931 61 145 100 internal_count=13412 13267 13243 204 104 13039 12978 12958 12931 61 145 100 cat_boundaries=0 4 7 8 cat_threshold=67108864 16384 2097152 32 0 2097152 4391168 2665 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=12 num_cat=0 split_feature=10 17 6 7 17 7 4 14 4 6 6 split_gain=17520.2 12086.6 8915.37 10677.8 10666 7302.11 6987.85 6684.2 4711.07 3402.98 537.38 threshold=259.57500000000005 192.82422000000003 113.47200000000001 198.34750000000003 62.425150000000009 255.10500000000002 255.10500000000002 182.65800000000004 18.585000000000004 211.12500000000003 285.62500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 9 -4 -11 right_child=-2 -3 8 5 -6 -7 -8 -9 -10 10 -12 leaf_value=-0.00077941454270479395 0.25333666677828187 -0.24137307462238131 -0.049047993383237294 0.26910465319951377 0.2240596558366503 0.038356825099326669 -0.13514578509025085 -0.16444905824661255 0.042086557206653413 -0.20769634712625432 -0.14266264945268631 leaf_weight=13116 27 21 35 24 21 32 39 25 21 27 24 leaf_count=13116 27 21 35 24 21 32 39 25 21 27 24 internal_value=0 -0.00165461 -0.00127792 -0.00054413 -0.00112866 0.137249 -0.00148746 -0.00109079 -0.0921922 -0.124981 -0.177092 internal_weight=0 13385 13364 13257 13201 56 13180 13141 107 86 51 internal_count=13412 13385 13364 13257 13201 56 13180 13141 107 86 51 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=12 num_cat=0 split_feature=4 4 3 15 15 3 2 15 15 15 3 split_gain=41818.5 27566.3 14744.5 8748.26 33729.7 6989.68 6737.31 5442.13 1550.9 1927.01 1425.9 threshold=365.72000000000008 272.07425000000006 344.25000000000006 33.729000000000013 27.420000000000005 177.71725000000004 279.07800000000003 46.655499999999996 214.15000000000003 110.47500000000001 238.08750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 9 -9 -7 right_child=-2 -3 -4 7 -6 10 -8 8 -10 -11 -12 leaf_value=0.00082107236534060711 -0.43455542954531579 0.36381429218110584 -0.26354732079874899 -0.23635522740227835 0.39355332174084401 0.16601688985471375 0.13781112499949005 -0.07449325434623226 -0.12621175490674519 0.049572773774464923 0.06416594650064196 leaf_weight=13073 22 21 21 21 22 27 36 31 21 21 28 leaf_count=13073 22 21 21 21 22 27 36 31 21 21 28 internal_value=0 0.00179071 0.00121913 0.00163782 0.0023231 0.00166926 0.00119728 -0.0944912 -0.053681 -0.0243897 0.114166 internal_weight=0 13322 13301 13280 13186 13164 13109 94 73 52 55 internal_count=13344 13322 13301 13280 13186 13164 13109 94 73 52 55 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=12 num_cat=0 split_feature=4 4 3 15 15 6 3 15 6 15 15 split_gain=40986.3 27017.7 14451.1 8574.17 33058.5 9506.09 11202.4 5333.83 4559.94 1520.04 1888.66 threshold=365.72000000000008 272.07425000000006 344.25000000000006 33.729000000000013 27.420000000000005 223.36075000000002 177.71725000000004 46.655499999999996 274.22475000000003 214.15000000000003 110.47500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -7 10 -9 right_child=-2 -3 -4 7 -6 8 -8 9 -10 -11 -12 leaf_value=0.00053983561360056121 -0.43020987228913743 0.36017614818754651 -0.26091184329418909 -0.23399167344683694 0.38961778911677269 0.2503678951093129 0.14903620420717725 -0.073748323475160915 0.059518556306439062 -0.12494964060329256 0.049077054318927581 leaf_weight=13061 22 21 21 21 22 21 51 31 31 21 21 leaf_count=13061 22 21 21 21 22 21 51 31 31 21 21 internal_value=0 0.0017728 0.00120694 0.00162144 0.00229987 0.00165257 0.00111742 -0.0935462 0.136592 -0.0531441 -0.0241458 internal_weight=0 13322 13301 13280 13186 13164 13112 94 52 73 52 internal_count=13344 13322 13301 13280 13186 13164 13112 94 52 73 52 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=9 num_cat=3 split_feature=10 25 25 7 0 0 25 0 split_gain=25006.5 21093.2 19819.7 11113.6 10465.5 11253.5 7328.04 2540.21 threshold=279.07800000000003 0 1 290.58750000000009 338.28750000000008 153.43270000000004 2 211.57500000000002 decision_type=2 9 9 2 2 2 9 2 left_child=1 -1 -3 4 5 6 -4 -7 right_child=-2 2 3 -5 -6 7 -8 -9 leaf_value=0.13304743794833912 0.34585586252666661 -0.12214574360225658 0.033229149772665618 0.23609574294090274 0.22324664524623328 -0.19313902032786401 -0.001170501875230512 -0.075920747261421354 leaf_weight=109 21 123 642 20 21 29 12328 51 leaf_count=109 21 123 642 20 21 29 12328 51 internal_value=0 0.000506501 -0.000686973 0.000546589 0.000186592 -0.000172355 0.000556959 -0.118412 internal_weight=0 13323 13214 13091 13071 13050 12970 80 internal_count=13344 13323 13214 13091 13071 13050 12970 80 cat_boundaries=0 4 7 11 cat_threshold=0 0 1075839232 32768 0 16384 37896192 16640 2654224 17367040 544 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=12 num_cat=5 split_feature=4 4 25 24 25 25 24 8 15 6 15 split_gain=40224.2 26383.1 23273 145175 29018.4 12685.2 45003.8 10006.5 7080.55 8657.83 2339.72 threshold=365.72000000000008 272.07425000000006 0 1 2 3 4 269.79925000000003 22.087000000000003 223.36075000000002 51.473000000000006 decision_type=2 2 9 1 9 9 1 2 2 2 2 left_child=1 2 3 -1 -5 6 -4 8 9 -7 -10 right_child=-2 -3 5 4 -6 7 -8 -9 10 -11 -12 leaf_value=0.37273994754342477 -0.42620244047858502 0.35591455459594729 0.069640361113207677 0.057233479137726639 -0.12050231836532635 -1.2379036288723409e-05 -0.20537867169380189 0.22351467037200926 -0.11821931829676033 0.17297357525291115 -0.02928194931420413 leaf_weight=109 22 21 109 177 173 12450 115 20 64 29 55 leaf_count=109 22 21 109 177 173 12450 115 20 64 29 55 internal_value=0 0.00174536 0.00118619 0.070377 -0.0315257 -0.00134059 -0.0742954 1.23428e-05 -0.000342469 0.000389624 -0.0771138 internal_weight=0 13322 13301 459 350 12842 224 12618 12598 12479 119 internal_count=13344 13322 13301 459 350 12842 224 12618 12598 12479 119 cat_boundaries=0 4 5 9 12 13 cat_threshold=0 2097168 1092616448 32800 545 0 2097168 0 32768 0 16448 33701888 3354 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=18 num_cat=5 split_feature=4 4 25 24 26 25 25 24 26 8 26 26 16 10 1 0 16 split_gain=39424 25857.9 23029.2 125486 97737.9 31388.5 12415.9 44180.5 10851.3 10243.3 5563.56 5371.6 4576.51 6283.29 2674.92 2091.31 52.2996 threshold=365.72000000000008 272.07425000000006 0 1 2022.5000000000002 2 3 4 2022.5000000000002 263.60184000000004 2022.5000000000002 2022.5000000000002 49.620000000000012 40.885000000000005 45.24025000000001 69.290000000000006 95.142500000000013 decision_type=2 2 9 1 2 9 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 10 7 8 -4 12 -5 -9 13 -8 15 -7 -14 right_child=-2 -3 6 5 -6 14 9 11 -10 -11 -12 -13 16 -15 -16 -17 -18 leaf_value=0.10139574058472164 -0.42194041859019882 0.35235541298275908 -0.013175340490263017 -0.068561508592437301 0.68116793001139608 0.086391382642501707 -0.00075883528285998329 -0.15103274996791569 0.18781231184800465 0.21549570061943749 -0.18199689729308541 -0.28776804772473996 -0.086581333144144582 0.075847378163426016 -0.042156699787486679 -0.021957848310470582 -0.10753074996746503 leaf_weight=63 22 21 61 85 54 163 12404 56 48 22 88 59 22 108 22 20 26 leaf_count=63 22 21 61 85 54 163 12404 56 48 22 88 59 22 108 22 20 26 internal_value=0 0.00172921 0.00117564 0.0674114 0.339929 -0.0235265 -0.00143614 -0.0736105 0.0690025 -9.37706e-05 -0.119363 -0.203489 -0.00047147 -9.75924e-05 0.0591404 0.0745499 -0.0979289 internal_weight=0 13322 13301 495 117 378 12806 224 109 12582 173 115 12560 12512 205 183 48 internal_count=13344 13322 13301 495 117 378 12806 224 109 12582 173 115 12560 12512 205 183 48 cat_boundaries=0 4 5 9 12 13 cat_threshold=16384 2097168 1092616448 32800 545 0 0 1092616448 32 0 16448 33701888 3354 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=25 num_cat=7 split_feature=25 24 25 25 24 25 25 3 0 6 4 2 1 0 8 4 26 6 26 26 26 4 26 26 split_gain=20329.6 16421.6 11518.3 10969.3 51795.4 55501.7 35005.7 23090.4 19979 25692.2 12527.3 9120.18 8252.41 74907.1 24214.1 9274.49 7061.94 5548.93 5160.98 4675.14 3340.99 3183.49 781.137 291.63 threshold=0 1 2 3 4 5 6 18.585000000000004 115.96500000000002 100.59300000000002 216.24000000000004 255.10500000000002 21.947000000000003 53.153000000000013 13.272000000000004 36.127320000000005 2022.5000000000002 22.111000000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 121.76350000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 9 1 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 22 4 5 18 23 8 9 -8 11 12 15 14 -14 17 -4 -5 -2 -1 -7 -17 -3 -6 right_child=3 2 16 10 6 20 7 -9 -10 -11 -12 -13 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.024016666569799745 0.05686547801179706 -0.016781847947749541 -0.11534467847858157 -0.00016548058024168748 -0.14702651307654024 0.25554470505287397 0.057232628524499507 -0.24944075761017978 0.34580826022408223 -0.31278442764282227 0.19195667223895299 0.18332261299645461 -0.010182975165688309 0.64135552746057511 0.34867914831638336 -0.064091191495861025 -0.25739036600930354 -0.049255964891073555 -0.078035686719613001 0.11149025218219173 0.3543342987469264 -0.19835758595239547 -0.063708748325501413 -0.17631681614595912 leaf_weight=53 53 69 70 11411 67 67 304 27 22 20 34 27 314 20 20 111 70 235 61 49 70 21 73 69 leaf_count=53 53 69 70 11411 67 67 304 27 22 20 34 27 314 20 20 111 70 235 61 49 70 21 73 69 internal_value=0 -0.0703299 -0.109247 0.00258538 0.039192 0.153941 -0.0192692 0.0313731 0.0541931 0.0343921 0.000273408 -0.000262368 -0.00067094 0.0469018 0.0113058 -0.00210079 -0.173943 -0.00115606 -0.0140831 0.037412 0.285203 -0.0854518 -0.038215 -0.150799 internal_weight=0 384 282 12953 760 251 509 373 346 324 12193 12159 12132 354 334 11778 140 11646 114 102 137 132 142 136 internal_count=13337 384 282 12953 760 251 509 373 346 324 12193 12159 12132 354 334 11778 140 11646 114 102 137 132 142 136 cat_boundaries=0 4 5 8 12 13 16 19 cat_threshold=67125248 32784 2113536 32800 1060 67125248 32768 16384 0 2179136 2202206464 512 553 0 64 2151677952 0 16384 50397440 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=22 num_cat=3 split_feature=25 25 0 26 2 6 9 4 7 0 3 2 1 0 0 6 4 2 25 26 26 split_gain=19925.1 10869.8 17595.5 27304.2 13715.4 13245 11578.8 11705 10886.7 9699.66 9372.32 17604.9 8946.07 8640.63 3681.31 3979.44 6658.2 4826.23 2228.95 9399.15 3254.86 threshold=0 1 176.53925000000004 2022.5000000000002 12.158500000000002 13.237000000000004 1.26895 13.106250000000001 280.57800000000003 28.267500000000005 238.08750000000003 255.10500000000002 113.47200000000001 259.57500000000005 200.13000000000002 15.580500000000002 11.141100000000002 11.141100000000002 2 2022.5000000000002 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=14 4 8 -4 5 6 7 9 10 -2 11 12 -3 -5 15 16 17 18 19 -1 -20 right_child=1 2 3 13 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22 leaf_value=-0.071002187248486198 0.11698284781772805 -0.0013679571592146343 0.39379124931220355 0.15825475811958314 -0.15608625268936158 -0.16849782456522402 -0.13987407280051189 -0.1329395790533586 0.227349937189193 -0.10953375816345215 -0.16883187837221406 0.23792660886241543 0.10472455260157584 -0.11821654824110178 -0.19410617719525877 -0.19721858263725328 -0.227847508475894 -0.1869332608309659 -0.019527195527440026 0.11585494634840224 -0.1041938558369875 leaf_weight=67 345 12250 29 20 30 23 23 22 21 20 33 31 80 26 23 21 21 22 105 45 80 leaf_count=67 345 12250 29 20 30 23 23 22 21 20 33 31 80 26 23 21 21 22 105 45 80 internal_value=0 0.00255952 0.000776842 0.153485 0.0496165 0.0650143 0.0781137 0.0910691 -0.000145058 0.104571 -0.000530518 -8.12059e-05 -0.000679603 0.00198837 -0.0696266 -0.0636245 -0.0553731 -0.044019 -0.0334328 0.00374038 -0.0532608 internal_weight=0 12953 12490 75 463 433 410 387 12415 365 12394 12361 12330 46 384 361 340 319 297 112 185 internal_count=13337 12953 12490 75 463 433 410 387 12415 365 12394 12361 12330 46 384 361 340 319 297 112 185 cat_boundaries=0 4 8 11 cat_threshold=67125248 32784 2113536 32800 0 2179072 54722816 512 0 16 2097152 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=9 num_cat=0 split_feature=15 12 11 3 8 18 0 3 split_gain=9932.44 6860.6 11371.6 12625.2 7266.93 6443.54 6092.36 1486.71 threshold=206.70431000000005 198.14400000000003 211.12500000000003 216.24000000000004 269.79925000000003 129.58650000000003 355.00000000000006 263.60184000000004 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=0.0012519243777985608 -0.19870984816551207 -0.13517976582050323 -0.17388767477628345 0.20164576530456543 0.18256610870361328 -0.17435878923961096 -0.15197554735036997 0.10340065020461416 leaf_weight=13102 25 37 37 24 22 21 26 43 leaf_count=13102 25 37 37 24 22 21 26 43 internal_value=0 0.000800518 0.00117952 0.00166883 0.000972308 0.000668478 0.000948457 0.138593 internal_weight=0 13312 13275 13238 13171 13149 13128 67 internal_count=13337 13312 13275 13238 13171 13149 13128 67 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=22 num_cat=3 split_feature=25 25 0 26 2 6 9 4 8 2 0 0 1 2 5 15 2 25 26 1 26 split_gain=19525.5 10670.3 17335.1 26732.2 13418.8 12958.9 11342.7 11474 10283.5 20570.7 9466.21 8424.2 7993.19 5925.25 5767.33 4655.09 3596.37 3488.68 349.545 111.392 90.8679 threshold=0 1 176.53925000000004 2022.5000000000002 12.158500000000002 13.237000000000004 1.26895 13.106250000000001 255.10500000000002 68.310000000000016 28.267500000000005 259.57500000000005 207.80256000000003 255.10500000000002 15.580500000000002 27.749250000000004 176.53925000000004 2 2022.5000000000002 272.07425000000006 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=14 4 8 -4 5 6 7 10 9 12 -2 -5 15 16 17 -3 -11 20 -19 -14 -1 right_child=1 2 3 11 -6 -7 -8 -9 -10 13 -12 -13 19 -15 -16 -17 -18 18 -20 -21 -22 leaf_value=-0.028280463433265686 0.11579385313089344 -0.00096974271637140957 0.39011293082658588 0.15673292183876039 -0.15431249396006266 -0.16659216766772061 -0.13841149620387866 -0.13162289641120217 -0.21140535826268406 0.12824478075743234 -0.10798030376434327 -0.11625381194628202 0.1508256231654774 0.24453830890795764 -0.21453002081467556 -0.076115300016230847 -0.021914329637180676 -0.094489572918604298 -0.12836111369779554 0.11862684547901153 -0.040712573324237854 leaf_weight=125 345 12152 29 20 30 23 23 22 23 58 20 26 22 34 26 83 22 63 59 21 111 leaf_count=125 345 12152 29 20 30 23 23 22 23 58 20 26 22 34 26 83 22 63 59 21 111 internal_value=0 0.0025295 0.000763267 0.152338 0.0491525 0.0643845 0.0773417 0.0901643 -0.000151792 0.000240303 0.103532 0.00243607 -0.00100119 0.133951 -0.0689291 -0.00147952 0.086951 -0.0602802 -0.102471 0.135101 -0.0327405 internal_weight=0 12953 12490 75 463 433 410 387 12415 12392 365 46 12278 114 384 12235 80 358 122 43 236 internal_count=13337 12953 12490 75 463 433 410 387 12415 12392 365 46 12278 114 384 12235 80 358 122 43 236 cat_boundaries=0 4 8 10 cat_threshold=67125248 32784 2113536 32800 0 2179072 54722816 512 67108864 32784 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=22 num_cat=7 split_feature=25 24 25 25 24 24 0 26 25 7 3 2 1 0 26 26 26 26 26 26 26 split_gain=19136.9 16077.6 11359.2 10457.9 107570 18330.6 16990.1 26200.2 11034 10696.9 9316.94 16940.9 8654.75 8256.56 6911.52 4620.83 4386.47 722.63 628.862 149.283 67.6751 threshold=0 1 2 3 4 5 176.53925000000004 2022.5000000000002 6 280.57800000000003 238.08750000000003 255.10500000000002 113.47200000000001 259.57500000000005 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 9 9 1 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 17 4 18 19 9 -8 16 10 11 12 -5 -9 -4 -1 -7 -3 -2 -6 -10 right_child=3 2 14 6 5 8 7 13 20 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.022750801725207635 0.36321752188252471 -0.015802447145831757 -0.1127966283091477 -0.0013484325128204514 0.053825015982643505 -0.10605288254921554 0.38621180334995536 0.15516558480262757 -0.021217741072177887 0.2253523394039699 -0.16833577929121077 0.23339153816623071 0.10300237351283432 -0.11509127891980685 -0.2533213116441454 0.11196674419909108 -0.22647599909702937 -0.0609377322417416 0.3150791090315786 0.076135283001398643 -0.005734629086379347 leaf_weight=53 51 69 70 12250 61 61 29 20 55 21 33 31 80 26 70 49 60 73 58 59 58 leaf_count=53 51 69 70 12250 61 61 29 20 55 21 33 31 80 26 70 49 60 73 58 59 58 internal_value=0 -0.0682399 -0.106737 0.00250421 0.0486609 -0.0378628 0.000755634 0.150814 -0.0883499 -0.000150274 -0.000532359 -8.43759e-05 -0.000671379 0.00241171 -0.170855 0.0382194 -0.153113 -0.0364396 0.309233 0.0598101 -0.0121917 internal_weight=0 384 282 12953 463 354 12490 75 234 12415 12394 12361 12330 46 140 102 121 142 109 120 113 internal_count=13337 384 282 12953 463 354 12490 75 234 12415 12394 12361 12330 46 140 102 121 142 109 120 113 cat_boundaries=0 4 5 8 12 13 14 17 cat_threshold=67125248 32784 2113536 32800 1060 67125248 32768 16384 0 2179072 54722816 512 545 2120 0 2179072 4194560 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=20 num_cat=6 split_feature=25 8 25 24 4 1 25 25 26 2 4 7 25 2 2 2 7 26 26 split_gain=25739.2 19674.1 17204.9 34966.7 34354.2 36765.4 15513.7 13589.8 11084.7 10212.1 13098.6 10424.3 10344.9 7179.9 4574.7 4174.97 2755.96 793.776 312.615 threshold=0 285.62500000000006 1 2 29.205000000000002 92.090000000000018 3 4 2022.5000000000002 68.310000000000016 233.80500000000004 183.80721500000004 5 176.53925000000004 117.39000000000001 255.10500000000002 246.67500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 9 2 2 2 2 9 2 2 2 2 2 2 left_child=17 2 3 4 5 6 -2 8 -5 10 11 12 -4 14 -11 -15 -13 -1 -9 right_child=1 -3 9 7 -6 -7 -8 18 -10 13 -12 16 -14 15 -16 -17 -18 -19 -20 leaf_value=0.13555985474027693 0.051796937461883304 0.29038768602454146 0.056363246202376607 -0.10832732579878812 0.34987901325883536 0.40539221811294551 -0.09221419360488653 -0.020732834375821626 -0.25468386426568029 0.10537906866201333 -0.20922696073849995 -0.23830320744287398 -0.00097916070841985812 -0.071137550877673289 0.29207366954712638 0.10005542512597709 -0.076293251610228 0.19144951047720732 -0.051868138262070713 leaf_weight=48 116 23 313 103 29 20 182 65 104 35 30 21 12106 28 21 29 21 54 64 leaf_count=48 116 23 313 103 29 20 182 65 104 35 30 21 12106 28 21 29 21 54 64 internal_value=0 -0.00182939 -0.0023366 -0.0508462 0.0198197 -0.00965681 -0.0375125 -0.122289 -0.173479 0.000332175 -0.000523698 -2.12429e-05 0.000510654 0.0949696 0.17539 0.0159606 -0.157298 0.150403 -0.0335769 internal_weight=0 13310 13287 683 347 318 298 336 207 12604 12491 12461 12419 113 56 57 42 102 129 internal_count=13412 13310 13287 683 347 318 298 336 207 12604 12491 12461 12419 113 56 57 42 102 129 cat_boundaries=0 4 8 9 13 16 19 cat_threshold=0 16384 524544 32800 67109120 2162768 37750784 512 3102 67108864 16 4194304 512 67108864 80 37748736 16384 32768 19349504 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=20 num_cat=6 split_feature=25 8 25 24 6 4 25 25 26 2 4 2 7 25 26 2 7 26 26 split_gain=23895.7 19286.7 17123.2 33672.4 22584 14572.7 12907.3 12488.2 10864.1 9017.62 12883.3 11400.3 10935.7 10297.2 4782.99 9082.1 2476.99 1592.72 956.15 threshold=0 285.62500000000006 1 2 29.757000000000005 29.205000000000002 3 4 2022.5000000000002 68.310000000000016 233.80500000000004 285.62500000000006 183.80721500000004 5 2022.5000000000002 149.26580000000004 246.67500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 9 2 2 2 2 2 9 2 2 2 2 2 left_child=17 2 3 4 5 7 8 -2 -5 10 12 14 13 -4 -11 -16 -14 -1 -8 right_child=1 -3 9 6 -6 -7 18 -9 -10 11 -12 -13 16 -15 15 -17 -18 -19 -20 leaf_value=0.18642295093371949 0.063357951877353436 0.28748379417087722 0.057208892091726644 -0.10724405317277945 0.31532778541247053 0.24450407114895906 -0.0015081555301492864 -0.070662081743541522 -0.25213702432238139 0.039034709772642923 -0.20417325212109474 -0.12860536161065103 -0.23437105027112093 -0.00097331305538985726 0.058874936710143912 0.30320901758968832 -0.080604985408484944 0.11165523327887059 -0.059953958094120026 leaf_weight=58 101 23 302 103 24 22 55 180 104 34 31 20 22 12139 29 32 20 56 57 leaf_count=58 101 23 302 103 24 22 55 180 104 34 31 20 22 12139 29 32 20 56 57 internal_value=0 -0.00184181 -0.00234448 -0.0521567 0.0194478 -0.00334645 -0.123917 -0.0227511 -0.171744 0.000244631 -0.000565226 0.0883925 -5.95905e-05 0.000484237 0.134076 0.18705 -0.161149 0.137623 -0.0286912 internal_weight=0 13298 13275 646 327 303 319 281 207 12629 12514 115 12483 12441 95 61 42 114 112 internal_count=13412 13298 13275 646 327 303 319 281 207 12629 12514 115 12483 12441 95 61 42 114 112 cat_boundaries=0 4 8 9 12 16 19 cat_threshold=0 16384 262400 32800 67109120 2097360 37750784 512 3102 67108864 80 37748736 67108864 16 0 512 16384 32768 19611648 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=22 num_cat=5 split_feature=25 8 25 24 4 1 25 25 26 2 4 15 15 2 4 2 2 15 0 26 26 split_gain=24867.7 18899.2 16541.7 33600.5 33235.6 35903.9 15041.5 13031.4 10647.9 9817.04 12819.7 9026.54 33187.8 7039.91 5928.6 4431.13 4194.15 3873.11 2564.12 795.14 296.371 threshold=0 285.62500000000006 1 2 29.205000000000002 92.090000000000018 3 4 2022.5000000000002 68.310000000000016 29.205000000000002 33.729000000000013 26.955000000000002 176.53925000000004 233.80500000000004 117.39000000000001 255.10500000000002 51.473000000000006 15.580500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 3 4 5 6 -2 8 -5 10 11 12 -4 15 18 -11 -15 -13 -12 -1 -9 right_child=1 -3 9 7 -6 -7 -8 20 -10 13 14 17 -14 16 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.1327168848613898 0.050848248667187158 0.28460896533468499 0.00082068710037939573 -0.10617161463765266 0.3440524446553197 0.40057601284980776 -0.090965156046052778 -0.02051781544318566 -0.24961565601137969 0.10384156567709786 -0.042844827709638551 -0.22888325271152316 0.39870255986849468 -0.072420435420104443 -0.20509295801321667 0.28758317674909317 0.099165463529784115 -0.063200895772423854 -0.16206782388687135 0.18865454832712811 -0.050833389898762106 leaf_weight=48 116 23 12172 103 29 20 182 65 104 35 184 21 21 28 30 21 29 43 20 54 64 leaf_count=48 116 23 12172 103 29 20 182 65 104 35 184 21 21 28 30 21 29 43 20 54 64 internal_value=0 -0.00179609 -0.00229322 -0.0498587 0.0194135 -0.00958148 -0.0371088 -0.119892 -0.170026 0.000323617 -0.000515541 0.000884227 0.00150596 0.0931126 -0.0738359 0.172745 0.0148777 -0.117565 -0.0545334 0.147837 -0.033 internal_weight=0 13310 13287 683 347 318 298 336 207 12604 12491 12257 12193 113 234 56 57 64 204 102 129 internal_count=13412 13310 13287 683 347 318 298 336 207 12604 12491 12257 12193 113 234 56 57 64 204 102 129 cat_boundaries=0 4 8 9 13 16 cat_threshold=0 16384 524544 32800 67109120 2162768 37750784 512 3102 67108864 16 4194304 512 67108864 80 37748736 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=10 num_cat=0 split_feature=8 10 4 3 0 10 6 0 0 split_gain=18361.8 10704.4 19395.6 16235.6 11407 7964.58 8463.76 2155.8 3922.28 threshold=285.62500000000006 282.93750000000006 285.62500000000006 272.07425000000006 200.13000000000002 211.12500000000003 290.58750000000009 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 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=0.00058375616947256039 0.28176287277885104 -0.22662460599626816 -0.25051714527991509 -0.21833668562419273 -0.083427802278943683 0.17609140231059148 0.20645529317855837 -0.02590467867643937 -0.24112848130365211 leaf_weight=13164 23 21 31 34 46 26 20 23 24 leaf_count=13164 23 21 31 34 46 26 20 23 24 internal_value=0 -0.00102899 -0.000674596 -9.38718e-05 0.000463916 0.00124088 0.000896061 -0.109899 -0.137497 internal_weight=0 13389 13368 13337 13303 13210 13184 93 70 internal_count=13412 13389 13368 13337 13303 13210 13184 93 70 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=10 num_cat=0 split_feature=8 10 4 3 0 10 6 0 0 split_gain=17996.4 10491.4 19009.6 15912.5 11180 7806.08 8295.33 2112.9 3844.22 threshold=285.62500000000006 282.93750000000006 285.62500000000006 272.07425000000006 200.13000000000002 211.12500000000003 290.58750000000009 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 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=0.0005779185317904131 0.27894523288892664 -0.22435835883730934 -0.24801197698039393 -0.21615332078846064 -0.082593524332927618 0.17433048113034322 0.20439074563980103 -0.025645631707232931 -0.23871719626088936 leaf_weight=13164 23 21 31 34 46 26 20 23 24 leaf_count=13164 23 21 31 34 46 26 20 23 24 internal_value=0 -0.0010187 -0.00066785 -9.29332e-05 0.000459277 0.00122847 0.000887101 -0.1088 -0.136122 internal_weight=0 13389 13368 13337 13303 13210 13184 93 70 internal_count=13412 13389 13368 13337 13303 13210 13184 93 70 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=19 num_cat=6 split_feature=25 26 6 25 24 9 4 0 25 25 24 10 26 6 6 26 26 4 split_gain=21059.6 64679.6 17476.6 12593.7 23370.4 12634.3 18338.9 8499.17 6802.89 6642.22 33187.8 8808.76 4381.59 2747.29 4904.95 1956.49 948.104 581.7 threshold=0 2022.5000000000002 176.53925000000004 1 2 285.62500000000006 216.24000000000004 27.015000000000004 3 4 5 51.726358500000011 2022.5000000000002 344.25000000000006 235.50000000000003 2022.5000000000002 2022.5000000000002 333.3454000000001 decision_type=9 2 2 9 1 2 2 2 9 9 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 12 6 9 13 15 10 -5 -11 -2 14 -4 -6 -10 -8 right_child=2 -3 7 5 8 -7 17 -9 16 11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.078712733044768821 0.0085358973668546098 0.38114864251069852 -0.15266329503059387 0.12201375771577903 -0.13925336780086642 -0.25067223119735721 0.2293493401527405 -0.31432175571268256 -0.032608646212554555 -0.0023796683670905721 -0.018858471597644165 0.10423964497370598 0.14032414664442722 -0.179405715352013 0.063716000101783063 -0.22118566044894131 -0.080696566228459526 0.15966484297876773 leaf_weight=66 49 57 20 244 62 20 25 22 82 11840 487 78 52 21 22 55 82 23 leaf_count=66 49 57 20 244 62 20 25 22 82 11840 487 78 52 21 22 55 82 23 internal_value=0 0.124289 -0.00217842 -0.00125261 -0.0570787 0.000468833 0.000864793 -0.145107 -0.103402 0.000124457 0.0291752 -0.00168046 0.0695055 -0.0860164 -0.0393218 -0.163771 -0.0533967 0.195959 internal_weight=0 123 13184 13099 382 12717 12697 85 281 12649 731 11918 101 63 42 117 164 48 internal_count=13307 123 13184 13099 382 12717 12697 85 281 12649 731 11918 101 63 42 117 164 48 cat_boundaries=0 3 7 8 12 15 16 cat_threshold=67108864 0 2097408 0 557072 1073807360 33312 1092 0 16 0 33280 16384 2114240 2186036224 114 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=19 num_cat=6 split_feature=25 26 6 25 24 9 4 0 25 25 24 0 26 6 6 26 26 4 split_gain=20640.2 63392.5 17129 12343.4 22905.4 12382.9 17973.8 8330.04 6667.51 6515.98 32551.5 7956.28 4294.39 2692.62 4807.34 1917.56 929.236 570.124 threshold=0 2022.5000000000002 176.53925000000004 1 2 285.62500000000006 216.24000000000004 27.015000000000004 3 4 5 189.93750000000003 2022.5000000000002 344.25000000000006 235.50000000000003 2022.5000000000002 2022.5000000000002 333.3454000000001 decision_type=9 2 2 9 1 2 2 2 9 9 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 12 6 9 13 15 10 -5 -11 -2 14 -4 -6 -10 -8 right_child=2 -3 7 5 8 -7 17 -9 16 11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.077925609160553327 0.0084505381632824332 0.37733716339395756 -0.15113666069507598 0.12084165863282099 -0.13786083490617815 -0.2481655102968216 0.22705584411621094 -0.31117853424765846 -0.032282560358687144 -0.0011791605040665971 -0.018673681397013503 -0.13905776007899218 0.13892090831811613 -0.17761166413625082 0.063078837232156237 -0.21897380620783025 -0.07988960074215401 0.15806819159051647 leaf_weight=66 49 57 20 244 62 20 25 22 82 11876 487 42 52 21 22 55 82 23 leaf_count=66 49 57 20 244 62 20 25 22 82 11876 487 42 52 21 22 55 82 23 internal_value=0 0.123046 -0.00215586 -0.0012393 -0.0565079 0.000464955 0.000856958 -0.143656 -0.102368 0.000124028 0.0288974 -0.00166366 0.0688105 -0.0851562 -0.0389285 -0.162133 -0.0528627 0.193999 internal_weight=0 123 13184 13099 382 12717 12697 85 281 12649 731 11918 101 63 42 117 164 48 internal_count=13307 123 13184 13099 382 12717 12697 85 281 12649 731 11918 101 63 42 117 164 48 cat_boundaries=0 3 7 8 12 15 16 cat_threshold=67108864 0 2097408 0 557072 1073807360 33312 1092 0 16 0 33280 16384 2114240 2186036224 114 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=19 num_cat=6 split_feature=25 26 6 25 24 9 4 0 25 25 24 10 26 6 6 26 26 4 split_gain=20229.2 62131 16788.3 12098.1 22449.5 12136.6 17616 8164.27 6534.83 6455.14 30619.3 7877.82 4208.94 2639.04 4711.68 1879.4 910.745 558.778 threshold=0 2022.5000000000002 176.53925000000004 1 2 285.62500000000006 216.24000000000004 27.015000000000004 3 4 5 51.726358500000011 2022.5000000000002 344.25000000000006 235.50000000000003 2022.5000000000002 2022.5000000000002 333.3454000000001 decision_type=9 2 2 9 1 2 2 2 9 9 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 12 6 9 13 15 10 -5 -11 -2 14 -4 -6 -10 -8 right_child=2 -3 7 5 8 -7 17 -9 16 11 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=-0.077146354471192211 0.0083660367556980669 0.37356381542849959 -0.14962529587745668 -0.064910506767305462 -0.13648222302236865 -0.24568384802341464 0.22478528795242309 -0.30806674775752152 -0.031959736292682041 -0.0021742221719028123 0.081307583446636716 0.096778412601094196 0.13753170403150411 -0.17583554336002893 0.062448047182776717 -0.21678406509486114 -0.079090705364942546 0.15648751911909684 leaf_weight=66 49 57 20 210 62 20 25 22 82 11950 408 81 52 21 22 55 82 23 leaf_count=66 49 57 20 210 62 20 25 22 82 11950 408 81 52 21 22 55 82 23 internal_value=0 0.121816 -0.00213352 -0.00122613 -0.0559428 0.000461108 0.000849193 -0.14222 -0.101344 0.000123595 0.0313794 -0.00150676 0.0681224 -0.0843047 -0.0385393 -0.160512 -0.0523341 0.192059 internal_weight=0 123 13184 13099 382 12717 12697 85 281 12649 618 12031 101 63 42 117 164 48 internal_count=13307 123 13184 13099 382 12717 12697 85 281 12649 618 12031 101 63 42 117 164 48 cat_boundaries=0 3 7 8 12 15 16 cat_threshold=67108864 0 2097408 0 557072 1073807360 33312 1092 0 16 0 33280 16384 2113728 2185774080 2565 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=12 num_cat=2 split_feature=10 25 26 9 6 10 7 25 6 6 7 split_gain=20063.2 22123.2 66661.5 18594.7 13965 17055.3 14648.7 16906.1 2363.95 6403.33 1897.23 threshold=282.93750000000006 0 2022.5000000000002 289.96890000000008 176.53925000000004 211.12500000000003 211.12500000000003 1 344.25000000000006 246.67500000000004 280.57800000000003 decision_type=2 9 2 2 2 2 2 9 2 2 2 left_child=1 2 -1 4 5 6 7 -3 9 -6 -8 right_child=-2 3 -4 -5 8 -7 10 -9 -10 -11 -12 leaf_value=-0.076374889892159084 -0.30973902293613981 -0.060591755619300511 0.39270995760602612 -0.30637583357095716 -0.18424712455009712 0.29138122045993803 0.11554496897591485 0.00068629757720673325 -0.21538178304831188 0.031794365359389266 0.24064715434204448 leaf_weight=66 21 457 56 20 34 20 27 12537 24 23 22 leaf_count=66 21 457 56 20 34 20 27 12537 24 23 22 internal_value=0 -0.000400617 0.128417 -0.00169072 -0.0012284 -0.000416734 -0.000864174 -0.00151496 -0.132127 -0.0970725 0.171713 internal_weight=0 13286 122 13164 13144 13063 13043 12994 81 57 49 internal_count=13307 13286 122 13164 13144 13063 13043 12994 81 57 49 cat_boundaries=0 3 7 cat_threshold=67108864 0 2097408 0 557072 16973824 33312 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=11 num_cat=2 split_feature=10 25 9 6 10 7 25 6 6 7 split_gain=19663.9 21683.1 18224.6 13687 16716 14357.3 16576.8 2316.91 6275.91 1859.48 threshold=282.93750000000006 0 289.96890000000008 176.53925000000004 211.12500000000003 211.12500000000003 1 344.25000000000006 246.67500000000004 280.57800000000003 decision_type=2 9 2 2 2 2 9 2 2 2 left_child=1 -1 3 4 5 6 -3 8 -5 -7 right_child=-2 2 -4 7 -6 9 -8 -9 -10 -11 leaf_value=0.12713260736259999 -0.30664162544977097 -0.059998813517056653 -0.30331207180023195 -0.18240465389235933 0.28846740618348121 0.11438952665086147 0.00067943984279953133 -0.21322797358036041 0.031476424686286759 0.23824068486690522 leaf_weight=122 21 457 20 34 20 27 12537 24 23 22 leaf_count=122 21 457 20 34 20 27 12537 24 23 22 internal_value=0 -0.000397062 -0.00167427 -0.00121657 -0.000413026 -0.000855992 -0.00150027 -0.130806 -0.0961018 0.169996 internal_weight=0 13286 13164 13144 13063 13043 12994 81 57 49 internal_count=13307 13286 13164 13144 13063 13043 12994 81 57 49 cat_boundaries=0 3 7 cat_threshold=67108864 0 2097408 0 557072 16973824 33312 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=12 num_cat=3 split_feature=25 3 8 25 2 0 26 24 26 8 8 split_gain=42257.2 24233.7 11562.9 16961.5 11150.2 9376.33 7413.83 7154.01 4733.99 316.762 8.22747 threshold=0 333.3454000000001 162.18600000000004 1 255.10500000000002 338.28750000000008 2022.5000000000002 2 2022.5000000000002 228.56250000000003 280.57800000000003 decision_type=9 2 2 9 2 2 2 1 2 2 2 left_child=6 2 3 8 5 7 -1 -5 -2 -4 -11 right_child=1 -3 9 4 -6 -7 -8 -9 -10 10 -12 leaf_value=-0.12076948443845828 0.20092277554365304 0.30086359220522424 -0.15170638939099651 -0.013139560621775497 0.17882204668862478 0.20636327396739615 -0.2899142194227739 0.0040323559189145491 0.068418523225700481 -0.10435654171065174 -0.11300496188077061 leaf_weight=49 52 27 28 3224 35 22 55 9702 56 22 22 leaf_count=49 52 27 28 3224 35 22 55 9702 56 22 22 internal_value=0 0.00157884 0.000966144 0.00166122 0.000574745 9.33653e-05 -0.191781 -0.000257705 0.121012 -0.125413 -0.108681 internal_weight=0 13190 13163 13091 12983 12948 104 12926 108 72 44 internal_count=13294 13190 13163 13091 12983 12948 104 12926 108 72 44 cat_boundaries=0 3 7 8 cat_threshold=0 0 6815744 0 16384 1073742080 32800 672 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=12 num_cat=3 split_feature=25 3 8 25 2 0 26 24 26 8 8 split_gain=41416.3 23751.4 11332.7 16624 10928.4 9189.75 7266.29 7012.02 4639.78 310.458 8.06376 threshold=0 333.3454000000001 162.18600000000004 1 255.10500000000002 338.28750000000008 2022.5000000000002 2 2022.5000000000002 228.56250000000003 280.57800000000003 decision_type=9 2 2 9 2 2 2 1 2 2 2 left_child=6 2 3 8 5 7 -1 -5 -2 -4 -11 right_child=1 -3 9 4 -6 -7 -8 -9 -10 10 -12 leaf_value=-0.11956178943113406 0.19891357741676846 0.29785494184052502 -0.15018932637359414 -0.013008571301115218 0.17703382846287319 0.2042996423894709 -0.28701507013494321 0.0039920739340806866 0.067734346666506365 -0.10331297740340233 -0.11187492457303135 leaf_weight=49 52 27 28 3224 35 22 55 9702 56 22 22 leaf_count=49 52 27 28 3224 35 22 55 9702 56 22 22 internal_value=0 0.00156298 0.000956414 0.00164454 0.000568928 9.23613e-05 -0.189863 -0.000255199 0.119802 -0.124159 -0.107594 internal_weight=0 13190 13163 13091 12983 12948 104 12926 108 72 44 internal_count=13294 13190 13163 13091 12983 12948 104 12926 108 72 44 cat_boundaries=0 3 7 8 cat_threshold=0 0 6815744 0 16384 1073742080 32800 672 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=14 num_cat=4 split_feature=25 3 8 25 6 24 25 8 26 26 6 8 8 split_gain=40592.1 23278.8 11107.2 16293.2 8489.47 7597.84 19924.5 14345.2 7121.69 4547.45 3616.31 304.28 7.9033 threshold=0 333.3454000000001 162.18600000000004 1 223.36075000000002 2 3 92.932500000000019 2022.5000000000002 2022.5000000000002 263.60184000000004 228.56250000000003 280.57800000000003 decision_type=9 2 2 9 2 1 9 2 2 2 2 2 2 left_child=8 2 3 9 5 6 -5 -7 -1 -2 -6 -4 -13 right_child=1 -3 11 4 10 7 -8 -9 -10 -11 -12 12 -14 leaf_value=-0.11836617178758797 0.19692443007460006 0.29487639755010603 -0.14868743146769703 -0.089255641985398065 0.23011833655834199 0.0038661206193274455 -0.0051215536405837779 0.25950963302092123 -0.2841449284987016 0.067057020304990667 0.063991458306187077 -0.10227984489365058 -0.11075617703524503 leaf_weight=49 52 27 28 302 20 9681 2920 22 55 56 38 22 22 leaf_count=49 52 27 28 302 20 9681 2920 22 55 56 38 22 22 internal_value=0 0.00154728 0.000946781 0.00162803 0.000563169 2.1912e-05 -0.0132593 0.00444117 -0.187964 0.118604 0.121277 -0.122917 -0.106518 internal_weight=0 13190 13163 13091 12983 12925 3222 9703 104 108 58 72 44 internal_count=13294 13190 13163 13091 12983 12925 3222 9703 104 108 58 72 44 cat_boundaries=0 3 7 8 11 cat_threshold=0 0 6815744 0 16384 1073742080 32800 672 201327104 98368 2164260864 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=13 num_cat=4 split_feature=25 3 8 25 2 26 24 25 8 26 8 8 split_gain=39784 22815.7 10886 16054.1 10711.8 6979.97 6853.62 25030.5 14072.5 2828.83 298.225 7.74599 threshold=0 333.3454000000001 162.18600000000004 1 255.10500000000002 2022.5000000000002 2 3 92.932500000000019 2022.5000000000002 228.56250000000003 280.57800000000003 decision_type=9 2 2 9 2 2 1 9 2 2 2 2 left_child=5 2 3 9 6 -1 7 -5 -8 -2 -4 -12 right_child=1 -3 10 4 -6 -7 8 -9 -10 -11 11 -13 leaf_value=-0.11718250979384294 0.18117456966975951 0.29192764007175964 -0.14720055700678911 -0.12887585152898517 0.17526656661714829 -0.28130347425287422 0.0037129993382923943 -0.0058473217792384992 0.25691453391855418 0.078334942813272829 -0.10125704709779132 -0.10964859355579723 leaf_weight=49 53 27 28 165 35 55 9697 3065 22 54 22 22 leaf_count=49 53 27 28 165 35 55 9697 3065 22 54 22 22 internal_value=0 0.0015311 0.000936596 0.00161103 0.000558536 -0.186085 8.67469e-05 -0.0125104 0.00428174 0.118225 -0.121688 -0.105453 internal_weight=0 13190 13163 13091 12984 104 12949 3230 9719 107 72 44 internal_count=13294 13190 13163 13091 12984 104 12949 3230 9719 107 72 44 cat_boundaries=0 3 7 8 11 cat_threshold=0 0 6815744 0 16384 1073873152 32768 672 67109376 64 16777216 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=10 num_cat=3 split_feature=25 3 8 25 2 0 24 8 8 split_gain=38991.8 22361.8 10669.2 15706.4 10499.2 9016.44 6604.55 292.29 7.59183 threshold=0 333.3454000000001 162.18600000000004 1 255.10500000000002 338.28750000000008 2 228.56250000000003 280.57800000000003 decision_type=9 2 2 9 2 2 1 2 2 left_child=-1 2 3 -2 5 6 -5 -4 -9 right_child=1 -3 7 4 -6 -7 -8 8 -10 leaf_value=-0.18422366240110838 0.11644404520170162 0.28900835887149529 -0.14572855027658599 -0.012640260688858825 0.17351389593737465 0.20235385374589399 0.0038590420178644808 -0.10024447641589426 -0.10855209957469594 leaf_weight=104 108 27 28 3224 35 22 9702 22 22 leaf_count=104 108 27 28 3224 35 22 9702 22 22 internal_value=0 0.00151476 0.000926207 0.00159389 0.000548386 8.12633e-05 -0.000263004 -0.120471 -0.104398 internal_weight=0 13190 13163 13091 12983 12948 12926 72 44 internal_count=13294 13190 13163 13091 12983 12948 12926 72 44 cat_boundaries=0 3 7 8 cat_threshold=0 0 6815744 0 16384 1073742080 32800 672 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=13 num_cat=4 split_feature=1 25 0 8 25 24 26 15 15 0 2 24 split_gain=37385.3 16162.6 14018.9 13327.1 8066.6 27975.8 7569.54 6492.7 21976.7 5738.56 5489.7 3488.39 threshold=339.56250000000006 0 338.28750000000008 274.22475000000003 1 2 2022.5000000000002 32.879500000000014 46.655499999999996 21.676000000000005 285.62500000000006 3 decision_type=2 9 2 2 9 1 2 2 2 2 2 1 left_child=1 6 3 4 5 11 -1 10 -9 -7 -6 -3 right_child=-2 2 -4 -5 7 9 -8 8 -10 -11 -12 -13 leaf_value=0.039037085074883002 -0.3727355265396613 0.074715834024573574 0.22617332493817366 -0.2325909568786621 -0.00024930550672160338 -0.10889135076069251 0.18271800108466832 0.37689418721199036 -0.0058735553870598476 -0.28635150980949403 -0.14299413610387732 -0.0035329735562914895 leaf_weight=77 27 109 27 25 12513 205 70 20 60 20 27 116 leaf_count=77 27 109 27 25 12513 205 70 20 60 20 27 116 internal_value=0 -0.000249502 -0.00145498 -0.00192542 -0.00148421 -0.0426168 0.100612 1.62367e-05 0.0898184 -0.119361 -0.000556651 0.0359406 internal_weight=0 13269 13122 13095 13070 450 147 12620 80 225 12540 225 internal_count=13296 13269 13122 13095 13070 450 147 12620 80 225 12540 225 cat_boundaries=0 3 6 7 8 cat_threshold=67108864 16384 524544 0 80 2151874560 1326 1030 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=14 num_cat=0 split_feature=8 7 4 14 12 6 0 6 7 7 26 12 4 split_gain=24541.1 10697.3 13822.8 8500.05 8565.9 9416.29 8872.93 7263.23 7134.41 6853.88 4396.33 1494.19 1335.28 threshold=274.22475000000003 183.80721500000004 233.80500000000004 182.65800000000004 115.96500000000002 223.36075000000002 338.28750000000008 274.22475000000003 231.40000000000003 285.62500000000006 2022.5000000000002 267.95700000000005 333.3454000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 -10 -4 -6 -12 right_child=-2 8 10 -5 11 7 -8 -9 9 -11 12 -13 -14 leaf_value=0.0010083647674548491 -0.29673518453325548 -0.27913424582708452 -0.26635557106563024 -0.16181056395173074 -0.084742548732922002 0.28114955902099609 0.20200542796741833 0.033182470390090237 0.070805669189854106 -0.17355439076821011 -0.14412252857571556 -0.19709609580785034 -0.02995210361480713 leaf_weight=12988 28 21 21 32 29 21 22 27 22 24 21 20 20 leaf_count=12988 28 21 21 32 29 21 22 27 22 24 21 20 20 internal_value=0 -0.000371197 0.000268491 0.000971416 0.00136884 0.00186405 0.00134825 0.141668 -0.126409 -0.0566865 -0.148695 -0.130601 -0.0884296 internal_weight=0 13268 13201 13139 13107 13058 13010 48 67 46 62 49 41 internal_count=13296 13268 13201 13139 13107 13058 13010 48 67 46 62 49 41 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=13 num_cat=1 split_feature=8 25 7 0 4 12 4 7 7 12 4 26 split_gain=24052.7 16208.4 10017.8 12153.2 15331.6 7164.26 8131.38 7112.31 6572.07 1310.3 766.93 5.81803 threshold=274.22475000000003 0 183.80721500000004 338.28750000000008 233.80500000000004 115.96500000000002 189.44922000000003 231.40000000000003 285.62500000000006 227.60400000000001 365.72000000000008 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 5 6 -3 -4 -9 -7 -6 -1 right_child=-2 2 7 -5 10 9 -8 8 -10 -11 -12 -13 leaf_value=0.11471797212958336 -0.29376780986785889 -0.00049943410606792321 -0.2763429083142962 0.21511523540203389 -0.19725629918715534 -0.074479793103841646 0.17652448012278629 0.070097610497720203 -0.17166101092877598 -0.17933920498598707 -0.12039456781886873 0.11901617946163301 leaf_weight=64 28 12921 21 26 34 26 26 22 23 22 21 62 leaf_count=64 28 12921 21 26 34 26 26 22 23 22 21 62 internal_value=0 -0.000367485 -0.00149002 -0.00087087 -0.00130119 -0.000596036 -0.000143937 -0.124383 -0.0534679 -0.12254 -0.167909 0.108242 internal_weight=0 13268 13142 13076 13050 12995 12947 66 45 48 55 126 internal_count=13296 13268 13142 13076 13050 12995 12947 66 45 48 55 126 cat_boundaries=0 4 cat_threshold=0 16384 34078976 32768 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=10 num_cat=1 split_feature=1 25 0 4 3 14 26 15 14 split_gain=36499.5 15686 13356.8 17304.3 10660 8016.05 7413.79 6922.92 124.329 threshold=339.56250000000006 0 338.28750000000008 285.62500000000006 344.25000000000006 115.96500000000002 2022.5000000000002 32.879500000000014 238.56750000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 6 3 4 5 7 -1 -3 -7 right_child=-2 2 -4 -5 -6 8 -8 -9 -10 leaf_value=0.038167592333508776 -0.3682747839998316 -0.0010093941367540114 0.22077192589088721 -0.21496070388116334 -0.21635042283845984 -0.11978120390857969 0.18036259478330613 0.090612113924629728 -0.15379849867387252 leaf_weight=77 27 12908 27 38 23 21 70 83 22 leaf_count=77 27 12908 27 38 23 21 70 83 22 internal_value=0 -0.000228115 -0.00141571 -0.00187491 -0.00125477 -0.000875205 0.0991356 -0.000424021 -0.137185 internal_weight=0 13269 13122 13095 13057 13034 147 12991 43 internal_count=13296 13269 13122 13095 13057 13034 147 12991 43 cat_boundaries=0 3 cat_threshold=67108864 16384 524544 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=10 num_cat=1 split_feature=1 0 8 11 14 24 1 10 11 split_gain=35773.1 12951 12507.1 8469.84 7111.31 5812.72 21066.2 11683.6 395.247 threshold=339.56250000000006 338.28750000000008 274.22475000000003 184.96521500000003 182.65800000000004 0 109.32500000000002 149.68000000000004 273.29900000000004 decision_type=2 2 2 2 2 1 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=0.0085331007104760236 -0.36459204033569054 0.21856419492650914 -0.2241306915283203 -0.11140107418100038 -0.14867870025336744 -0.0033848233733910099 0.33382734060287478 -0.18645648901803152 -0.17159325414896009 leaf_weight=4339 27 27 25 24 32 8747 20 35 20 leaf_count=4339 27 27 25 24 32 8747 20 35 20 internal_value=0 -0.000225835 -0.00067194 -0.000249267 0.000213385 0.000575956 0.0100027 -0.00410976 -0.138761 internal_weight=0 13269 13242 13217 13173 13141 4359 8782 44 internal_count=13296 13269 13242 13217 13173 13141 4359 8782 44 cat_boundaries=0 1 cat_threshold=1569 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=14 num_cat=3 split_feature=4 4 25 4 25 24 26 15 6 26 15 26 4 split_gain=50920.2 60303 31498.8 9473.42 10624.7 97906.6 16040.2 10390.8 13208.1 2248.65 2190.54 1797.99 1021.26 threshold=365.72000000000008 279.07800000000003 0 121.76350000000002 1 2 2022.5000000000002 27.749250000000004 316.3010000000001 2022.5000000000002 48.836373000000002 2022.5000000000002 216.24000000000004 decision_type=2 2 9 2 9 1 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 8 -6 -1 -9 -7 -5 right_child=-2 -3 3 12 7 11 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.13533392965793609 -0.49445282368432908 0.54704633522033685 0.17399092633148719 -0.14715858671723342 -0.0012186885499729117 -0.099040184650690324 0.41235969762368635 -0.16047126471996306 0.25596656465530393 -0.22620845767686951 -0.064934602002302805 -0.17550909964764708 -0.072421653035915259 leaf_weight=56 21 20 58 41 12713 62 55 40 20 53 60 61 33 leaf_count=56 21 20 58 41 12713 62 55 40 20 53 60 61 33 internal_value=0 -0.00164363 -0.00247172 -0.00100262 -0.000364532 0.0647346 0.266433 -0.0016109 -0.000814722 -0.164435 -0.103149 -0.126666 -0.11383 internal_weight=0 13272 13252 13143 13069 236 113 12833 12733 109 100 123 74 internal_count=13293 13272 13252 13143 13069 236 113 12833 12733 109 100 123 74 cat_boundaries=0 3 7 8 cat_threshold=256 65536 256 0 0 1114243072 32800 2281 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=11 num_cat=5 split_feature=4 4 25 3 25 24 8 0 25 24 split_gain=49906.9 59103 30872 17444.3 10831.3 61420.1 9020.5 8032.51 4114.19 3229.17 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 269.79925000000003 176.53925000000004 3 4 decision_type=2 2 9 2 9 1 2 2 9 1 left_child=1 2 -1 4 5 8 7 -6 -4 -7 right_child=-2 -3 3 -5 6 9 -8 -9 -10 -11 leaf_value=-0.16279051347940912 -0.48950829188028971 0.5415758857727051 0.21298180431582545 -0.27615143192851027 -0.0032370285780193757 -0.023533483923391531 0.20005345734682953 0.099211899248229984 0.088666010472626816 -0.10337037531852722 leaf_weight=109 21 20 121 23 12561 121 22 77 103 115 leaf_count=109 21 20 121 23 12561 121 22 77 103 115 internal_value=0 -0.0016272 -0.002447 -0.000992596 -0.000510986 0.0466291 -0.00225887 -0.00261283 0.162051 -0.0650577 internal_weight=0 13272 13252 13143 13120 460 12660 12638 224 236 internal_count=13293 13272 13252 13143 13120 460 12660 12638 224 236 cat_boundaries=0 3 7 8 11 12 cat_threshold=256 65536 256 16384 192 1114128384 33312 2219 0 64 1076363264 276 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=12 num_cat=3 split_feature=4 4 25 3 25 24 26 26 8 1 26 split_gain=48913.8 57926.8 30309.8 17097.3 10632.1 60294.6 35996 9395.95 8840.99 6882.07 2203.9 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 2022.5000000000002 2022.5000000000002 269.79925000000003 263.60184000000004 2022.5000000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 left_child=1 2 10 4 5 6 -4 -7 9 -6 -1 right_child=-2 -3 3 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.13235268371445794 -0.48461320808955599 0.53616011047363277 0.040960914673549793 -0.27338991700631121 -0.0022149080948463706 -0.0067114741724681086 0.29449302848960673 -0.13302053244108647 0.19805293256586251 -0.14905180988367647 -0.22231847088291962 leaf_weight=56 21 20 112 23 12606 123 112 113 22 32 53 leaf_count=56 21 20 112 23 12606 123 112 113 22 32 53 internal_value=0 -0.00161084 -0.00242244 -0.000981341 -0.000504544 0.0462 0.160559 -0.0644587 -0.00223628 -0.00258671 -0.161299 internal_weight=0 13272 13252 13143 13120 460 224 236 12660 12638 109 internal_count=13293 13272 13252 13143 13120 460 224 236 12660 12638 109 cat_boundaries=0 3 7 8 cat_threshold=256 65536 256 16384 192 1114128384 33312 2219 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=10 num_cat=2 split_feature=25 8 7 13 13 25 2 7 26 split_gain=28040.3 12924 13491.2 9852.53 14192.3 10174.3 14115.5 6996.26 1304.14 threshold=0 355.00000000000006 290.58750000000009 201.75000000000003 89.585000000000008 1 176.53925000000004 183.80721500000004 2022.5000000000002 decision_type=9 2 2 2 2 9 2 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=-0.1883486920210623 -0.024346963178477274 0.25314989852905273 0.25827720731496812 -0.19611561555128831 0.2649243652820587 0.001464648517990936 -0.23738190356642008 -0.1489591794280756 -0.1244782697657744 leaf_weight=62 1109 20 20 26 20 11907 32 31 66 leaf_count=62 1109 20 20 26 20 11907 32 31 66 internal_value=0 -0.000861263 -0.00124839 -0.00164386 -0.00125786 -0.0016649 -0.0300582 0.00107314 -0.144154 internal_weight=0 13165 13145 13125 13099 13079 1141 11938 128 internal_count=13293 13165 13145 13125 13099 13079 1141 11938 128 cat_boundaries=0 3 6 cat_threshold=0 0 16777472 134217984 2728536 3072 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=12 num_cat=3 split_feature=4 4 25 3 25 24 26 26 8 0 26 split_gain=47871.4 56728 29561.5 16732.6 10424.9 59062.1 35217.4 9214.86 8545.9 7910.21 2169.98 threshold=365.72000000000008 279.07800000000003 0 344.25000000000006 1 2 2022.5000000000002 2022.5000000000002 269.79925000000003 176.53925000000004 2022.5000000000002 decision_type=2 2 9 2 9 1 2 2 2 2 2 left_child=1 2 10 4 5 6 -4 -7 9 -6 -1 right_child=-2 -3 3 -5 8 7 -8 -9 -10 -11 -12 leaf_value=-0.13048407128879003 -0.47940013976324175 0.53060547256469726 0.040659966971725227 -0.27043908647221065 -0.003158823825804053 -0.0065649368971343941 0.29143503084778788 -0.13165088391508412 0.19472345352172851 0.09850714241142397 -0.21975486577681774 leaf_weight=56 21 20 112 23 12561 123 112 113 22 77 53 leaf_count=56 21 20 112 23 12561 123 112 113 22 77 53 internal_value=0 -0.00157177 -0.00237493 -0.000951761 -0.000480062 0.0457672 0.158951 -0.0637562 -0.00219487 -0.0025394 -0.159278 internal_weight=0 13272 13252 13143 13120 460 224 236 12660 12638 109 internal_count=13293 13272 13252 13143 13120 460 224 236 12660 12638 109 cat_boundaries=0 3 7 8 cat_threshold=256 65536 256 16384 192 1114128384 33312 2219 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=12 num_cat=3 split_feature=25 4 4 7 0 25 24 10 2 5 26 split_gain=67221.2 9951.58 16612.4 13250.6 8719.77 11070.2 53637.8 10830 9118.66 7628.21 5309.74 threshold=0 365.72000000000008 272.07425000000006 285.62500000000006 42.105000000000011 1 2 233.43000000000004 114.12500000000001 33.525000000000013 2022.5000000000002 decision_type=9 2 2 2 2 9 1 2 2 2 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=-0.16875804572394401 0.23902092816423526 -0.21283232157880608 0.26854632833729619 -0.21774851420095989 -0.056945943436969862 -0.00022718212192478893 -0.012270563088462388 -0.23311655387282371 -0.25717687561398461 0.14711349332332613 -0.29421856917224931 leaf_weight=66 103 22 23 28 218 12373 345 20 21 20 69 leaf_count=66 103 22 23 28 218 12373 345 20 21 20 69 internal_value=0 -0.000325821 2.94279e-05 -0.000441008 2.34656e-05 0.00118216 0.0494614 -0.000602536 -0.0574234 -0.0397981 -0.216821 internal_weight=0 13173 13151 13128 13100 12841 448 12393 259 238 135 internal_count=13308 13173 13151 13128 13100 12841 448 12393 259 238 135 cat_boundaries=0 3 7 8 cat_threshold=0 0 1076363520 67125248 540672 16862208 32800 2081 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=12 num_cat=4 split_feature=25 4 4 7 25 24 26 25 10 7 26 split_gain=65884.6 9753.7 16281.6 12987.1 6934.64 42712.5 28221.4 12093 10224 9477.69 5204.08 threshold=0 365.72000000000008 272.07425000000006 285.62500000000006 1 2 2022.5000000000002 3 227.60400000000001 211.12500000000003 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 2 2 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=-0.167070463872938 0.36863442085683346 -0.21070399192246522 0.26586085775624152 -0.21557103122983659 -0.001339949487223185 0.041716796835137293 0.043938478790983865 -0.074218028222588273 -0.19945892693904732 0.19355999598205087 -0.29127638794805694 leaf_weight=66 59 22 23 28 12599 167 49 175 26 25 69 leaf_count=66 59 22 23 28 12599 167 49 175 26 25 69 internal_value=0 -0.000320843 3.08577e-05 -0.000434871 2.49617e-05 0.0381651 0.202563 -0.0180297 -0.0013609 -0.000953978 -0.214653 internal_weight=0 13173 13151 13128 13100 450 108 342 12650 12624 135 internal_count=13308 13173 13151 13128 13100 450 108 342 12650 12624 135 cat_boundaries=0 3 7 8 12 cat_threshold=0 0 1076363520 67125248 540672 16860160 32800 2081 16384 524288 17408 32768 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=10 num_cat=2 split_feature=25 8 3 13 7 25 5 8 13 split_gain=64573.3 7880.13 13270.5 9122.58 17144.5 8712.83 8165.1 844.433 761.761 threshold=0 162.18600000000004 344.25000000000006 123.84500000000003 285.62500000000006 1 285.62500000000006 274.22475000000003 252.29100000000003 decision_type=9 2 2 2 2 9 2 2 2 left_child=-1 2 3 4 5 -2 -7 -3 -5 right_child=1 7 -4 8 -6 6 -8 -9 -10 leaf_value=-0.21250671863144843 0.07459523726472414 -0.079092590547189479 0.2514197176836786 0.19426231598854066 -0.29318584942817688 -0.001449378790560266 0.16653586330084966 -0.15111428013554326 0.10698339176177978 leaf_weight=135 144 41 21 20 20 12851 29 27 20 leaf_count=135 144 41 21 20 20 12851 29 27 20 internal_value=0 -0.000317881 0.000239012 -0.000164137 -0.000626532 -0.00017727 -0.00107032 -0.107689 0.150623 internal_weight=0 13173 13105 13084 13044 13024 12880 68 40 internal_count=13308 13173 13105 13084 13044 13024 12880 68 40 cat_boundaries=0 3 7 cat_threshold=0 0 1076363520 67125248 16384 65536 32768 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=15 num_cat=2 split_feature=25 4 4 0 3 25 13 1 26 0 0 26 0 3 split_gain=63377 9574.76 15908 10870.2 13356.1 11688.1 17020.2 15191.4 5106.1 8660.75 7191.38 5100.52 3936 2720.02 threshold=0 365.72000000000008 272.07425000000006 140.32000000000002 228.18750000000003 1 192.44922000000003 1.26895 2022.5000000000002 259.57500000000005 290.58750000000009 2022.5000000000002 211.57500000000002 333.3454000000001 decision_type=9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 7 -7 -2 9 -5 12 -1 -10 -6 right_child=1 -3 -4 8 13 6 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=-0.16327469407609016 0.073609432161386532 -0.20875848878513684 0.26279706706171452 -0.13542294096063687 -0.099954300284385678 -0.0010441538383550259 0.28388404937017536 -0.1864634034285943 -0.18590350096875971 0.13186693923717197 -0.30356625261760894 -0.28623855587364971 -0.0098044671332463626 -0.24834307964359009 leaf_weight=66 350 22 23 27 30 12560 21 24 22 22 21 69 30 21 leaf_count=66 350 22 23 27 30 12560 21 24 22 22 21 69 30 21 internal_value=0 -0.000314137 3.43261e-05 -0.000426029 0.000455277 0.0010911 -0.000568105 0.055438 -0.0943791 -0.0154152 -0.147382 -0.210528 -0.0843079 -0.161056 internal_weight=0 13173 13151 13128 13006 12955 12581 374 122 49 73 135 52 51 internal_count=13308 13173 13151 13128 13006 12955 12581 374 122 49 73 135 52 51 cat_boundaries=0 3 7 cat_threshold=0 0 1076363520 67125248 540672 16859136 32800 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=11 num_cat=3 split_feature=25 4 4 7 0 25 24 10 8 2 split_gain=62115.8 9384.22 15591.4 12426.1 8435.98 10417.5 58180.5 10433.7 8959.74 4483.39 threshold=0 365.72000000000008 272.07425000000006 285.62500000000006 42.105000000000011 1 2 233.43000000000004 30.000200000000003 33.667500000000011 decision_type=9 2 2 2 2 9 1 2 2 2 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=-0.20842292423906 0.23137413911942034 -0.20667091372338209 0.2601691022126571 -0.21086023185934341 -0.025328775045237745 -5.0832183722911014e-05 -0.031215233479571693 -0.22863876694440841 -0.25979711359739305 -0.17219146769979726 leaf_weight=135 114 22 23 28 216 12445 262 20 20 23 leaf_count=135 114 22 23 28 216 12445 262 20 20 23 internal_value=0 -0.000310995 3.39829e-05 -0.000421769 2.80234e-05 0.0011677 0.0523312 -0.000417265 -0.0564763 -0.039462 internal_weight=0 13173 13151 13128 13100 12841 376 12465 259 239 internal_count=13308 13173 13151 13128 13100 12841 376 12465 259 239 cat_boundaries=0 3 7 8 cat_threshold=0 0 1076363520 67125248 540672 16859136 32800 2209 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=12 num_cat=7 split_feature=25 4 7 25 24 25 0 25 24 0 24 split_gain=50747.4 35292.9 20441.6 12382 169057 45902.1 25946.6 8574.34 24544.7 12891.8 6828.13 threshold=0 344.25000000000006 285.62500000000006 1 2 3 338.28750000000008 4 5 211.57500000000002 6 decision_type=9 2 2 9 1 9 2 9 1 2 1 left_child=-1 2 3 4 -2 10 7 8 -5 -9 -6 right_child=1 -3 -4 6 5 -7 -8 9 -10 -11 -12 leaf_value=-0.19037237182679309 0.36163340587486598 0.39107012113799222 -0.28667189350128175 0.020029968410994102 -0.040460152093208197 -0.22152444612171693 0.34879495257423038 -0.0011812315184656788 -0.084409211043987367 0.2358031947845998 0.055925257294660524 leaf_weight=132 119 23 25 442 122 108 21 11688 446 23 158 leaf_count=132 119 23 25 442 122 108 21 11688 446 23 158 internal_value=0 -0.000311094 -0.000995772 -0.00045171 0.0475155 -0.0554904 -0.0024145 -0.00300181 -0.0327807 -0.000715192 0.0139817 internal_weight=0 13175 13152 13127 507 388 12620 12599 888 11711 280 internal_count=13307 13175 13152 13127 507 388 12620 12599 888 11711 280 cat_boundaries=0 3 7 8 11 14 15 16 cat_threshold=256 0 37748992 16384 573440 1093222400 32800 161 16384 557056 1090535424 4194816 66128 2147483648 1310 1856 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=14 num_cat=4 split_feature=25 4 3 6 25 24 25 6 5 26 26 6 3 split_gain=49808.8 34590.4 18399.9 14684.4 17385.4 151015 14484.2 8987.33 8698.91 3537.09 2335.61 108.32 34.96 threshold=0 344.25000000000006 230.65000000000003 228.18750000000003 1 2 3 183.80721500000004 228.56250000000003 2022.5000000000002 2022.5000000000002 285.62500000000006 285.62500000000006 decision_type=9 2 2 2 9 1 9 2 2 2 2 2 2 left_child=10 2 3 4 5 9 -7 8 -6 -2 -1 -5 -4 right_child=1 -3 12 11 7 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.16018433272093535 0.42112349405884741 0.38715943642284556 -0.19386310997009279 -0.1814705282151699 -0.0014809629173119299 0.025397064725382137 -0.12395766231785998 0.21020175671577457 -0.14918462327122689 0.31378403512098024 -0.24432243973461551 -0.15283255040645599 -0.17772644330715312 leaf_weight=65 64 23 25 25 12591 103 168 20 40 59 67 28 29 leaf_count=65 64 23 25 25 12591 103 168 20 40 59 67 28 29 internal_value=0 -0.000307292 -0.000985121 -0.000225658 0.000449246 0.0650262 -0.0683082 -0.00161205 -0.00194871 0.341843 -0.188603 -0.166341 -0.185197 internal_weight=0 13175 13152 13098 13045 394 271 12651 12631 123 132 53 54 internal_count=13307 13175 13152 13098 13045 394 271 12651 12631 123 132 53 54 cat_boundaries=0 3 7 8 11 cat_threshold=256 0 37748992 16384 540672 1093206016 32768 163 0 0 1090519040 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=15 num_cat=7 split_feature=25 4 7 25 24 25 26 26 24 9 25 24 13 26 split_gain=48817.2 33902.2 19975 11918.1 163772 44817.4 17507.9 7832.42 6621.77 5012.58 6028.2 20991.4 4396.47 2289.13 threshold=0 344.25000000000006 285.62500000000006 1 2 3 2022.5000000000002 2022.5000000000002 4 223.50400000000005 5 6 86.239500000000007 2022.5000000000002 decision_type=9 2 2 9 1 9 2 2 1 2 9 1 2 2 left_child=13 2 3 4 7 8 -7 -2 -6 10 11 -5 -12 -1 right_child=1 -3 -4 9 5 6 -8 -9 -10 -11 12 -13 -14 -15 leaf_value=-0.15858248739059155 0.46888988844279589 0.38328783035278319 -0.28337288618087769 -0.093890210350100603 -0.03973351719648098 -0.11638648231646843 -0.37120649030575387 0.30658089342664502 0.055188813326614239 0.12071927493268794 -0.00047361426596860865 0.0076136470981092268 -0.12822687740679142 -0.24187921360357487 leaf_weight=65 58 23 25 303 122 56 52 61 158 33 11671 586 27 67 leaf_count=65 58 23 25 303 122 56 52 61 158 33 11671 586 27 67 internal_value=0 -0.000304966 -0.000976019 -0.000438202 0.046622 -0.0547575 -0.218817 0.355791 0.0138858 -0.00236388 -0.00268845 -0.0276417 -0.000767824 -0.186717 internal_weight=0 13175 13152 13127 507 388 108 119 280 12620 12587 889 11698 132 internal_count=13307 13175 13152 13127 507 388 108 119 280 12620 12587 889 11698 132 cat_boundaries=0 3 7 8 11 12 15 16 cat_threshold=256 0 37748992 16384 573440 1093222400 32800 161 16384 557056 1090535424 1856 4194816 66128 2147483648 2689 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=11 num_cat=4 split_feature=25 4 7 3 25 24 25 0 2 3 split_gain=47845.5 33227.7 19577.4 12773.4 15039.2 139443 12733.8 11392.4 7313.65 590.327 threshold=0 344.25000000000006 285.62500000000006 230.65000000000003 1 2 3 338.28750000000008 279.07800000000003 285.62500000000006 decision_type=9 2 2 2 9 1 9 2 2 2 left_child=-1 2 3 4 5 -2 -7 8 -6 -5 right_child=1 -3 -4 9 7 6 -8 -9 -10 -11 leaf_value=-0.18484952049565986 0.32356079273753696 0.37945496471031853 -0.2805391613006592 -0.19186890964508055 -0.0024414044514258484 0.018946400076150893 -0.12107442980095492 0.23674523925781252 0.17229107081890108 -0.12443224365788477 leaf_weight=132 125 23 25 25 12634 105 167 20 24 27 leaf_count=132 125 23 25 25 12634 105 167 20 24 27 internal_value=0 -0.000302454 -0.000966797 -0.00043436 0.000187729 0.060023 -0.0682672 -0.00173194 -0.00211011 -0.156854 internal_weight=0 13175 13152 13127 13075 397 272 12678 12658 52 internal_count=13307 13175 13152 13127 13075 397 272 12678 12658 52 cat_boundaries=0 3 7 8 11 cat_threshold=256 0 37748992 16384 540672 1093206016 32768 163 0 0 1090519040 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=12 num_cat=3 split_feature=25 4 7 25 0 0 25 7 0 26 26 split_gain=46961.1 32566.1 19188 11298.4 25118.5 12648.4 8354.54 18661 11323.3 3695.8 2243.57 threshold=0 344.25000000000006 285.62500000000006 1 338.28750000000008 13.106250000000001 2 92.090000000000018 211.57500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 9 2 2 2 2 left_child=10 2 3 5 6 9 7 -5 -8 -2 -1 right_child=1 -3 -4 4 -6 -7 8 -9 -10 -11 -12 leaf_value=-0.15514816924241873 0.095045703184977182 0.37566041324449623 -0.27773376483917239 -0.03940600150638187 0.3434522465297154 -0.18133351987058466 -0.0008865537031177423 0.26955146688222886 0.21654511620601016 0.033205106831330031 -0.23761192905369088 leaf_weight=65 200 23 25 868 21 22 11785 20 24 187 67 leaf_count=65 200 23 25 868 21 22 11785 20 24 187 67 internal_value=0 -0.00029775 -0.000955446 -0.000428329 -0.00210967 0.0506662 -0.00268286 -0.0320862 -0.000444281 0.0651641 -0.183131 internal_weight=0 13175 13152 13127 12718 409 12697 888 11809 387 132 internal_count=13307 13175 13152 13127 12718 409 12697 888 11809 387 132 cat_boundaries=0 3 7 10 cat_threshold=256 0 37748992 16384 540672 1093206016 32768 4194816 66128 2147483648 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=16 num_cat=4 split_feature=25 26 2 0 25 24 4 1 25 14 6 6 0 26 6 split_gain=17846.2 25492.3 13827.5 14884.5 9834.92 14384.9 30431.1 18234.3 10483.9 6799.73 6444.91 10817.6 5223.74 1169.78 382.685 threshold=0 2022.5000000000002 285.62500000000006 315.60100000000006 1 2 25.164000000000005 32.925000000000004 3 104.94300000000001 228.18750000000003 169.68000000000004 33.811890000000012 2022.5000000000002 274.22475000000003 decision_type=9 2 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 13 10 11 -6 -10 -7 -12 right_child=2 -3 -4 -5 9 8 -8 -9 12 -11 14 -13 -14 -15 -16 leaf_value=-0.017473611119720671 -0.027593044701375462 0.21924101371804011 -0.19596481793456608 0.2156956273317337 0.0025566137925890453 -0.14037697187491827 0.33354438790568602 0.28182794320583343 -0.032860575266206227 -0.1412425780657566 -0.087138752585107629 0.23531657227873801 -0.19955683565139773 -0.20692358555793763 -0.14547680927359541 leaf_weight=90 399 92 36 32 12103 56 27 20 313 33 22 20 20 50 23 leaf_count=90 399 92 36 32 12103 56 27 20 313 33 22 20 20 50 23 internal_value=0 0.0968622 -0.00024906 0.000287857 -0.000238893 -0.0322359 0.0079663 -0.0128235 -0.072347 0.00210671 0.00249721 0.00294061 -0.0416224 -0.156959 -0.116956 internal_weight=0 182 13154 13118 13086 885 446 419 439 12201 12168 12123 333 106 45 internal_count=13336 182 13154 13118 13086 885 446 419 439 12201 12168 12123 333 106 45 cat_boundaries=0 4 7 8 11 cat_threshold=0 0 18874624 32 65545 524352 2152221696 1866 0 64 4718592 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=13 num_cat=4 split_feature=25 26 2 3 25 1 1 18 25 25 5 26 split_gain=17491.1 24985 13552.3 35083.7 11983.4 8550.08 7009.54 6069.95 5145.78 3686.69 1587.67 159.304 threshold=0 2022.5000000000002 285.62500000000006 333.3454000000001 1 55.082710000000006 263.60184000000004 98.978000000000009 2 3 4.1660000000000013 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 9 9 2 2 left_child=1 -1 3 4 5 9 7 8 -6 11 -11 -2 right_child=2 -3 -4 -5 6 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.017298876421319113 -0.085876437144333059 0.21704860727424208 -0.19400516556368935 0.39928842327134179 0.018220418516124673 0.15409201258704777 -0.15093430384993553 -0.16776376179286412 -0.00022033796078949002 -0.028746366605521913 -0.120077015042305 -0.1051965183746524 leaf_weight=90 89 92 36 22 1753 21 30 21 10686 394 20 82 leaf_count=90 89 92 36 22 1753 21 30 21 10686 394 20 82 internal_value=0 0.0958936 -0.000246569 0.000284978 -0.000385308 -0.0434428 0.00173718 0.00210617 0.00239295 -0.0512765 -0.0323764 -0.0898846 internal_weight=0 182 13154 13118 13096 606 12490 12460 12439 585 414 171 internal_count=13336 182 13154 13118 13096 606 12490 12460 12439 585 414 171 cat_boundaries=0 4 7 11 14 cat_threshold=0 0 18874624 32 9 524352 4720640 4211472 2149640344 1074200576 33280 0 64 524288 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=16 num_cat=5 split_feature=25 26 2 3 25 24 25 25 1 18 26 0 26 26 26 split_gain=17142.9 24487.8 13282.7 34385.5 11745 17372.1 8982.34 8914.2 6870.06 5949.17 5910.97 5774.82 4000.6 120.7 116.873 threshold=0 2022.5000000000002 285.62500000000006 333.3454000000001 1 2 3 4 263.60184000000004 98.978000000000009 2022.5000000000002 290.58750000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 9 9 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 14 13 9 11 -8 -6 -9 -7 -2 right_child=2 -3 -4 -5 8 7 10 12 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.017125889827807744 -0.047279705011619717 0.21487812166628628 -0.19206511457761127 0.39529554105617787 0.0020823616282293631 -0.021641641920155816 0.028619398953867892 -0.088480587465422506 -0.14942496440807979 -0.1660861240682148 0.18162945642471315 0.16424188548868354 -0.17598386513785674 -0.037386802623266394 -0.025739062875509262 leaf_weight=90 53 92 36 22 12417 101 51 105 30 21 50 22 104 94 48 leaf_count=90 53 92 36 22 12417 101 51 105 30 21 50 22 104 94 48 internal_value=0 0.0949347 -0.000243967 0.000282266 -0.000381318 -0.0430084 0.0320744 -0.0804178 0.00171996 0.00208525 0.0949645 0.00236916 -0.125994 -0.0278057 -0.0337054 internal_weight=0 182 13154 13118 13096 606 202 404 12490 12460 101 12439 209 195 101 internal_count=13336 182 13154 13118 13096 606 202 404 12490 12460 101 12439 209 195 101 cat_boundaries=0 4 7 8 11 14 cat_threshold=0 0 18874624 32 9 524352 4720640 1098 9 0 524288 9 0 2048 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=15 num_cat=5 split_feature=25 24 26 26 2 9 25 4 25 1 18 26 24 2 split_gain=16842.1 195444 25734.5 13500 12429.5 9506 8506.26 24707.2 13018.2 6087.64 5584.49 5544.7 5380.73 4488.63 threshold=0 1 2022.5000000000002 2022.5000000000002 285.62500000000006 223.50400000000005 2 25.164000000000005 3 263.60184000000004 88.322000000000017 2022.5000000000002 4 14.3635 decision_type=9 1 2 2 2 2 9 2 9 2 2 2 1 2 left_child=1 2 -1 -3 5 6 7 8 11 10 13 -2 -10 -8 right_child=4 3 -4 -5 -6 -7 9 -9 12 -11 -12 -13 -14 -15 leaf_value=0.25470059313272175 -0.072884066721026819 -0.054085193998124226 0.55141460780302687 -0.23138025802172973 -0.19153697736123029 0.15784485412271398 0.00088844722484146782 0.21145069510508807 0.010261288857523433 -0.14582026353904179 -0.16516407281160356 -0.18686574764368011 -0.052529254784405018 0.033174934164022972 leaf_weight=57 89 83 60 89 34 38 11735 39 272 28 20 82 263 447 leaf_count=57 89 83 60 89 34 38 11735 39 272 28 20 82 263 447 internal_value=0 0.0753207 0.374825 -0.137813 -0.000586289 -8.78291e-05 -0.000550368 -0.0331257 -0.0471055 0.00145988 0.00179904 -0.120495 -0.0210033 0.00207315 internal_weight=0 289 117 172 13047 13013 12975 745 706 12230 12202 171 535 12182 internal_count=13336 289 117 172 13047 13013 12975 745 706 12230 12202 171 535 12182 cat_boundaries=0 4 5 8 11 12 cat_threshold=16640 16384 18940160 32 555 9 524864 4738048 0 64 524288 1866 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=17 num_cat=5 split_feature=2 25 25 18 9 13 13 24 25 2 26 24 26 26 26 26 split_gain=16548.3 19912.2 8220.01 9215.69 10572.7 6765.36 21228 5687.61 3165.16 2837.16 1555.14 1117.79 923.222 786.511 280.099 41.9826 threshold=285.62500000000006 0 1 92.932500000000019 223.50400000000005 214.15000000000003 92.932500000000019 2 3 376.61250000000007 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 2 2 2 2 1 9 2 2 1 2 2 2 2 left_child=1 10 7 4 5 6 -4 11 14 -2 -1 12 -3 -10 -9 -13 right_child=9 2 3 -5 -6 -7 -8 8 13 -11 -12 15 -14 -15 -16 -17 leaf_value=0.075940336865993843 -0.28067147289003647 0.042215567682595816 0.0014691516894145636 -0.19813847435557325 0.17334213263458675 -0.18205069017410277 0.31237310019406406 -0.026407209301278708 -0.097934898862651748 -0.11424992647767067 0.13242742678131719 -0.031603045330354664 -0.0097043884038061339 -0.15320423834742261 -0.052552497431635863 -0.020524220279824569 leaf_weight=96 21 68 12458 23 36 20 22 84 51 20 99 66 69 52 80 71 leaf_count=96 21 68 12458 23 36 20 22 84 51 20 99 66 69 52 80 71 internal_value=0 0.00172185 0.000190034 0.00184717 0.00221556 0.00172271 0.00201722 -0.0376146 -0.0699773 -0.19949 0.0995151 -0.00472523 0.0149732 -0.114702 -0.0369104 -0.0241022 internal_weight=0 13295 13100 12559 12536 12500 12480 541 267 41 195 274 137 103 164 137 internal_count=13336 13295 13100 12559 12536 12500 12480 541 267 41 195 274 137 103 164 137 cat_boundaries=0 4 7 8 11 12 cat_threshold=0 16384 18874624 32 9 524288 4738048 1866 9 0 1024 1344 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=13 num_cat=3 split_feature=25 4 24 25 7 5 5 0 0 5 0 7 split_gain=21757.1 33865.2 25575.6 12830.6 7644.05 9859.72 10502.2 8450.1 13001.6 4778.83 2852.67 418.478 threshold=0 344.25000000000006 1 2 228.56250000000003 172.87500000000003 228.56250000000003 189.93750000000003 140.32000000000002 280.57800000000003 235.50000000000003 355.00000000000006 decision_type=9 2 1 9 2 2 2 2 2 2 2 2 left_child=2 3 -1 -2 5 7 -7 8 -5 -8 -9 -6 right_child=1 -3 -4 4 11 6 9 10 -10 -11 -12 -13 leaf_value=0.026927340253004951 0.1088280487168919 0.41308913838863376 -0.16726181828723607 0.00035581088061222374 -0.16742579909414054 0.30792512348720008 -0.077952865660190579 -0.20356626189273336 0.24938207898821152 0.13340383591859237 -0.064423845323120676 -0.10422323497858914 leaf_weight=116 100 20 157 12790 20 21 20 23 21 23 41 22 leaf_count=116 100 20 157 12790 20 21 20 23 21 23 41 22 internal_value=0 0.0019092 -0.0867134 0.00128199 0.000369385 0.000806871 0.12462 0.000191413 0.000764019 0.0350984 -0.114428 -0.13432 internal_weight=0 13101 273 13081 12981 12939 64 12875 12811 43 64 42 internal_count=13374 13101 273 13081 12981 12939 64 12875 12811 43 64 42 cat_boundaries=0 3 4 7 cat_threshold=0 32784 6438912 3093 256 0 524544 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=16 num_cat=2 split_feature=2 3 25 25 5 5 0 5 6 4 26 2 0 26 2 split_gain=32986.7 39109.4 18805.5 13275.8 13596.5 10661.5 10654.8 8740.45 7350.67 4278.96 3967.84 2891.46 2094.94 775.63 95.2118 threshold=174.00000000000003 333.3454000000001 0 1 172.87500000000003 228.56250000000003 189.93750000000003 285.62500000000006 228.18750000000003 11.555000000000001 2022.5000000000002 293.85000000000008 315.60100000000006 2022.5000000000002 228.18750000000003 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 13 6 -6 8 -7 -5 11 -1 14 -8 -4 -2 right_child=9 -3 3 4 5 7 12 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.077909273443550905 -0.083323002159595497 0.38888728579362997 -0.11243115080531599 0.0010083354113595408 0.31764828184376592 -0.095014584234782637 -0.087864951751171025 0.19020547628402709 -0.13828026073543651 -0.30882053160667416 0.19702674991554683 -0.21721506797215517 -0.2099062442779541 -0.069708039594251064 -0.11094391896174503 leaf_weight=58 24 26 84 12797 23 21 39 22 38 20 54 34 22 86 26 leaf_count=58 24 26 84 12797 23 21 39 22 38 20 54 34 22 86 26 internal_value=0 0.0014265 0.000665852 -0.000482395 0.00070147 0.143866 -3.06802e-05 0.050912 0.00059595 -0.177366 0.124247 -0.146067 -0.13188 -0.0857728 -0.0976859 internal_weight=0 13270 13244 13132 12962 66 12896 43 12835 104 112 84 61 170 50 internal_count=13374 13270 13244 13132 12962 66 12896 43 12835 104 112 84 61 170 50 cat_boundaries=0 3 6 cat_threshold=256 16384 524544 0 16 6422528 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=16 num_cat=2 split_feature=2 3 25 25 5 5 5 6 6 4 26 2 26 2 6 split_gain=32330.3 38331.1 18431.3 13011.6 13325.9 10449.3 8566.51 7341.89 7286.78 4193.81 3888.88 2833.92 760.195 93.3171 0.784171 threshold=174.00000000000003 333.3454000000001 0 1 172.87500000000003 228.56250000000003 285.62500000000006 228.18750000000003 156.16500000000005 11.555000000000001 2022.5000000000002 293.85000000000008 2022.5000000000002 228.18750000000003 290.58750000000009 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 12 7 -6 -7 8 -5 11 -1 13 -4 -2 -9 right_child=9 -3 3 4 5 6 -8 14 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.07713018573563675 -0.082489775121212014 0.38499841557099268 -0.11130683768097134 8.4016531750706107e-05 0.31447178094283396 -0.094064437150955207 0.18830341707576406 -0.13498432099819183 0.18223370546644385 -0.30573233747482298 0.19505647952909821 -0.21504291777663373 -0.069010961360709611 -0.1098344836785243 -0.13221755385398865 leaf_weight=58 24 26 84 12833 23 21 22 21 22 20 54 34 86 26 20 leaf_count=58 24 26 84 12833 23 21 22 21 22 20 54 34 86 26 20 internal_value=0 0.00141223 0.000659194 -0.000477571 0.000694456 0.142427 0.0504028 -3.03735e-05 0.000395747 -0.175592 0.123005 -0.144606 -0.0849151 -0.096709 -0.133635 internal_weight=0 13270 13244 13132 12962 66 43 12896 12855 104 112 84 170 50 41 internal_count=13374 13270 13244 13132 12962 66 43 12896 12855 104 112 84 170 50 41 cat_boundaries=0 3 6 cat_threshold=256 16384 524544 0 16 6422528 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=13 num_cat=2 split_feature=2 4 25 26 25 1 1 0 4 1 2 26 split_gain=31686.9 25876.2 15179.7 16897.3 10159 9149.46 9092.16 7110.55 4110.35 4891.09 1212.19 685.274 threshold=174.00000000000003 344.25000000000006 0 2022.5000000000002 1 238.08750000000003 174.00000000000003 276.84975000000003 11.555000000000001 4.1660000000000013 293.85000000000008 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 11 6 7 -6 9 10 -2 -4 right_child=8 -3 4 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.0024964912575070222 -0.065658857211088523 0.34406983706084165 -0.100308750909136 0.18042427114921039 0.0008255236391989661 0.15753102922761764 -0.17681327951365503 -0.14842626739293338 -0.30267500662803648 -0.2796618047952652 -0.15486038420796394 -0.060028963920681973 leaf_weight=101 39 22 83 101 12779 37 29 32 20 20 25 86 leaf_count=101 39 22 83 101 12779 37 29 32 20 20 25 86 internal_value=0 0.00139811 0.000829059 0.0847675 -0.000535181 0.000504445 5.23474e-05 0.000452715 -0.173836 -0.14316 -0.100503 -0.0753526 internal_weight=0 13270 13248 202 13046 12877 12840 12811 104 84 64 169 internal_count=13374 13270 13248 202 13046 12877 12840 12811 104 84 64 169 cat_boundaries=0 3 6 cat_threshold=256 2097152 524544 0 16 6422528 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=12 num_cat=2 split_feature=2 4 25 0 25 1 1 0 4 1 2 split_gain=31056.4 25361.2 14877.6 13159.7 9956.85 8967.39 8911.22 6969.05 4028.56 4793.76 1188.06 threshold=174.00000000000003 344.25000000000006 0 26.014500000000009 1 238.08750000000003 174.00000000000003 276.84975000000003 11.555000000000001 4.1660000000000013 293.85000000000008 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 3 -1 -4 6 7 -6 9 10 -2 right_child=8 -3 4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=0.11483054258011199 -0.065002267574652647 0.3406291286511855 -0.074599085856416378 -0.15540800309181213 0.00081726842287087418 0.15595571983504938 -0.17504514973739099 -0.1469420019350946 -0.29964826178550719 -0.27686518371105195 -0.1533117790043354 leaf_weight=182 39 22 169 20 12779 37 29 32 20 20 25 leaf_count=182 39 22 169 20 12779 37 29 32 20 20 25 internal_value=0 0.00138413 0.000820769 0.0839198 -0.00052983 0.000499401 5.1824e-05 0.000448187 -0.172098 -0.141728 -0.0994982 internal_weight=0 13270 13248 202 13046 12877 12840 12811 104 84 64 internal_count=13374 13270 13248 202 13046 12877 12840 12811 104 84 64 cat_boundaries=0 3 6 cat_threshold=256 2097152 524544 0 16 6422528 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=16 num_cat=4 split_feature=4 25 24 25 24 4 4 17 7 6 26 26 7 26 26 split_gain=35667 14172.1 108958 43690.7 20889.6 9808.09 8312.33 10028.7 11907.1 10383 4197.27 1021.68 894.314 802.224 129.513 threshold=344.25000000000006 0 1 2 3 216.24000000000004 156.16500000000005 95.142500000000013 183.80721500000004 223.36075000000002 2022.5000000000002 2022.5000000000002 274.22475000000003 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 14 10 6 7 8 9 -3 -5 -6 -10 -1 -4 right_child=-2 5 3 4 11 -7 -8 -9 12 -11 -12 -13 -14 -15 -16 leaf_value=0.30413683333639374 0.38577857603629434 -0.0025252528363544943 -0.20372192394935479 0.090067893617293407 -0.012583351882298787 0.18155790888029955 -0.20626303744316102 0.19785337886810303 -0.11635535414218902 0.16302379528158589 0.21494217886736519 -0.065902617867442143 -0.20181626985004794 0.3562847405368999 -0.18333207910711113 leaf_weight=59 24 12557 59 51 75 29 20 25 25 38 57 69 24 59 66 leaf_count=59 24 12557 59 51 75 29 20 25 25 38 57 69 24 59 66 internal_value=0 -7.42769e-05 0.0518802 -0.0329855 0.0433364 -0.00213552 -0.00255703 -0.00223544 -0.00263106 -0.00202578 0.142756 -0.0356561 -0.158214 0.304413 -0.178663 internal_weight=0 13213 495 377 252 12718 12689 12669 12644 12595 108 144 49 118 125 internal_count=13237 13213 495 377 252 12718 12689 12669 12644 12595 108 144 49 118 125 cat_boundaries=0 4 5 9 10 cat_threshold=0 81936 2181710080 544 1568 0 16400 256 32 209 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=12 num_cat=1 split_feature=9 1 25 7 3 15 6 15 9 3 1 split_gain=18391.1 17958.1 18359.6 12632.9 10883.4 7910.22 11037.3 5267.53 2905.01 1151.17 15.2485 threshold=223.50400000000005 272.07425000000006 0 280.57800000000003 238.08750000000003 27.749250000000004 223.36075000000002 51.473000000000006 285.62500000000006 365.72000000000008 365.72000000000008 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -7 -2 -6 -3 right_child=8 10 3 -5 9 7 -8 -9 -10 -11 -12 leaf_value=0.11024487868050077 0.12347019840370525 -0.20737430584171546 -0.0003172090324802502 0.23349473165429158 -0.18915780758035594 -0.18002531540699493 0.17264726922318743 -0.030741288825869559 0.28597922818227245 -0.09193975224381401 -0.1955883038043976 leaf_weight=141 22 23 12799 23 29 39 37 60 22 21 21 leaf_count=141 22 23 12799 23 29 39 37 60 22 21 21 internal_value=0 -6.16534e-05 0.000613246 -0.000659349 -0.00107461 -0.00050541 0.000181364 -0.0895501 0.204725 -0.148326 -0.201749 internal_weight=0 13193 13149 13008 12985 12935 12836 99 44 50 44 internal_count=13237 13193 13149 13008 12985 12935 12836 99 44 50 44 cat_boundaries=0 3 cat_threshold=0 16400 256 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=18 num_cat=6 split_feature=9 25 24 25 24 0 7 0 25 24 19 26 9 26 0 26 26 split_gain=18025 13942 118166 37528.3 18874.8 7724.8 19101.8 13798.1 10538 23103.7 5287.68 3291.91 2847.2 734.663 575.114 239.892 19.1014 threshold=223.50400000000005 0 1 2 3 241.78314000000003 280.57800000000003 181.87500000000003 4 5 59.245500000000007 2022.5000000000002 285.62500000000006 2022.5000000000002 315.60100000000006 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 1 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 11 15 13 6 7 8 9 -3 -10 -1 -2 -5 -7 -4 -6 right_child=12 5 3 4 16 14 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.29401376282015151 0.12223549905148419 0.032336794476401295 -0.20266035912400587 0.14946042610752966 -0.067559565837894173 -0.096297578174959542 0.27454752273559574 0.24807482785629956 -3.9121081236882259e-05 -0.064354487839582808 0.15878589891252065 0.40081101126141022 0.2831194377487356 0.10097258470361195 -0.1678143484696098 -0.17470633976161482 -0.059184003078712612 leaf_weight=62 22 366 59 62 56 22 25 22 11511 730 21 54 22 63 23 64 53 leaf_count=62 22 366 59 62 56 22 25 22 11511 730 21 54 22 63 23 64 53 internal_value=0 -6.02013e-05 0.0526754 -0.03932 0.0356874 -0.00206099 -0.00159828 -0.00214402 -0.00257994 -0.0320648 0.000249886 0.31645 0.202677 0.115762 -0.132851 -0.173971 -0.058152 internal_weight=0 13193 473 357 234 12720 12675 12650 12628 1096 11532 116 44 125 45 123 109 internal_count=13237 13193 473 357 234 12720 12675 12650 12628 1096 11532 116 44 125 45 123 109 cat_boundaries=0 4 5 9 10 13 14 cat_threshold=0 81936 2148155648 33312 1568 0 16400 256 32 2249 4195072 2622152 21233664 330 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=18 num_cat=5 split_feature=4 25 24 25 24 25 4 4 17 7 8 26 26 7 26 26 26 split_gain=34809.8 13209.5 80670.3 46135 33574.6 12510.3 10326.8 8187.76 9857.55 11556.9 11586.2 4831.54 1614.58 987.572 903.514 821.669 124.309 threshold=344.25000000000006 0 1 2 3 4 216.24000000000004 156.16500000000005 95.142500000000013 183.80721500000004 115.96500000000002 2022.5000000000002 2022.5000000000002 274.22475000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 1 9 1 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 16 12 11 7 8 9 10 -3 -6 -5 -11 -1 -7 -4 right_child=-2 6 3 4 5 15 -8 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.24332364720926769 0.38110396730403107 -0.002776949703612685 -0.20063375598293243 0.16138093134190176 0.11736248718608509 -0.081597125945346696 0.18960042204175676 -0.20483107388019561 0.19603611793518066 -0.1122434925287962 0.1426834305416454 -0.019934021458029746 0.2415385427132801 -0.20296154843022426 0.29487913486116857 -0.13652966445347048 -0.1806577933918346 leaf_weight=69 24 12463 59 47 55 56 28 20 25 24 55 48 54 24 67 53 66 leaf_count=69 24 12463 59 47 55 56 28 20 25 24 55 48 54 24 67 53 66 internal_value=0 -8.38082e-05 0.0464144 -0.0210719 0.0443362 -0.0284117 -0.00223048 -0.00265817 -0.00233703 -0.00273169 -0.00213784 0.0486558 0.185838 -0.157603 0.250317 -0.099206 -0.176006 internal_weight=0 13213 574 438 313 212 12639 12611 12591 12566 12518 103 101 48 136 109 125 internal_count=13237 13213 574 438 313 212 12639 12611 12591 12566 12518 103 101 48 136 109 125 cat_boundaries=0 4 5 9 10 13 cat_threshold=0 81936 2181711104 33312 1568 0 16400 256 32 145 0 65536 2147614720 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=12 num_cat=2 split_feature=4 3 25 26 17 25 0 4 0 6 0 split_gain=34117 15079.6 15202.3 9658.85 8666.74 8158 22185.6 17905.8 14997 10791 8741.49 threshold=344.25000000000006 344.25000000000006 0 2022.5000000000002 95.142500000000013 1 176.53925000000004 29.205000000000002 153.43270000000004 223.36075000000002 228.56250000000003 decision_type=2 2 9 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 7 9 8 -4 -7 -8 right_child=-2 -3 4 -5 -6 6 10 -9 -10 -11 -12 leaf_value=0.019963312016593085 0.37729292996227742 -0.23190529269831522 -0.032966505113645649 0.16567124304564104 0.17808062509254174 -0.00068133904895660167 0.35201738633892754 0.24138160715932433 -0.2689495583942958 0.19244867360797421 0.10030381333586333 leaf_weight=90 24 28 705 92 27 12132 22 23 28 29 37 leaf_count=90 24 28 705 92 27 12132 22 23 28 29 37 internal_value=0 -8.29702e-05 0.000409334 0.0887419 -0.000894597 -0.00126769 0.000717141 -0.0329245 -0.0419809 -0.000220787 0.194163 internal_weight=0 13213 13185 182 13003 12976 12220 756 733 12161 59 internal_count=13237 13213 13185 182 13003 12976 12220 756 733 12161 59 cat_boundaries=0 3 6 cat_threshold=0 16400 524544 4194304 2622152 1097072640 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=10 num_cat=1 split_feature=25 4 10 9 13 4 4 13 26 split_gain=13861.2 14637.1 22711.2 9505.41 9453.7 8900.18 9237.78 3791.38 2989.57 threshold=0 344.25000000000006 269.79925000000003 273.29900000000004 92.932500000000019 255.10500000000002 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 -6 -1 right_child=1 -3 -4 -5 7 -7 -8 -9 -10 leaf_value=0.059748113150136513 -0.0015910103117613449 0.25056719029079316 -0.33864638900756838 -0.21925265669822694 0.22075638184180627 -0.20255878535183994 0.20831357002258302 0.042386711727489125 0.16047436440577273 leaf_weight=57 13100 23 20 20 26 22 21 22 61 leaf_count=57 13100 23 20 20 26 22 21 22 61 internal_value=0 -0.00148121 -0.00192047 -0.0014107 -0.00108042 -0.00159202 -0.00125506 0.139004 0.103083 internal_weight=0 13254 13231 13211 13191 13143 13121 48 118 internal_count=13372 13254 13231 13211 13191 13143 13121 48 118 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=13 num_cat=5 split_feature=25 2 16 5 25 24 26 25 24 12 26 26 split_gain=12777.5 10497.3 7562.23 15184.5 8943.66 22619 22428.7 7018.28 62014.4 6941.47 113.326 33.2579 threshold=0 293.85000000000008 205.15175000000002 335.87040000000007 1 2 2022.5000000000002 3 4 246.67500000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 9 1 2 2 2 left_child=11 2 3 4 5 6 -2 8 -6 -9 -7 -1 right_child=1 -3 -4 -5 7 10 -8 9 -10 -11 -12 -13 leaf_value=0.087593379608996505 0.19948283032647202 -0.18537332747251756 0.18410664021968842 -0.23835386541154649 0.2126244531446741 -0.1408781317418272 -0.072609188059965774 -0.0011329235237077658 -0.074430984578198855 0.18531480669975281 -0.12468850876303281 0.09682867007165015 leaf_weight=77 56 31 22 27 121 88 66 12530 170 20 85 79 leaf_count=77 56 31 22 27 121 88 66 12530 170 20 85 79 internal_value=0 -0.00157128 -0.00114032 -0.00144994 -0.000963001 -0.0544819 0.0483245 0.000308691 0.0480273 -0.00083513 -0.12566 0.0867118 internal_weight=0 13216 13185 13163 13136 295 122 12841 291 12550 173 156 internal_count=13372 13216 13185 13163 13136 295 122 12841 291 12550 173 156 cat_boundaries=0 3 6 7 11 12 cat_threshold=67108864 16384 4194560 0 2097152 50855936 345 0 64 1075986432 32800 419 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=10 num_cat=2 split_feature=25 2 3 0 25 16 5 26 26 split_gain=12522.9 10288.5 21987.5 9982.15 7463.02 7757.17 11621.4 32.596 3.03692 threshold=0 293.85000000000008 344.25000000000006 355.00000000000006 1 192.44922000000003 335.87040000000007 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=7 2 3 4 8 6 -6 -1 -2 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.086717435694360107 -0.086902843654155737 -0.1835195956307073 0.30779131262198739 -0.18699276036229628 -0.00043554934824601511 0.19626785722374915 -0.2304660032012246 0.095860372883609574 -0.083633983554663477 leaf_weight=77 60 31 23 29 12977 20 22 79 54 leaf_count=77 60 31 23 29 12977 20 22 79 54 internal_value=0 -0.00155452 -0.00112787 -0.0016677 -0.00125847 -0.000521684 -0.000824862 0.0858447 -0.078471 internal_weight=0 13216 13185 13162 13133 13019 12999 156 114 internal_count=13372 13216 13185 13162 13133 13019 12999 156 114 cat_boundaries=0 3 6 cat_threshold=67108864 16384 4194560 0 8 34078720 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=11 num_cat=3 split_feature=25 3 0 10 6 25 16 26 6 25 split_gain=13282.2 8723.16 10863.8 14140.8 7934.63 8280.82 6660.65 2929.85 2415.59 916.745 threshold=0 344.25000000000006 355.00000000000006 227.60400000000001 223.36075000000002 1 192.44922000000003 2022.5000000000002 269.79925000000003 2 decision_type=9 2 2 2 2 9 2 2 2 9 left_child=7 2 3 4 5 9 -7 -1 -6 -2 right_child=1 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=0.057916027425151125 -0.030090846398781085 0.18517357486486435 -0.19513562958816003 -0.20811953062360938 0.20395555348623368 -0.00046703933294849433 0.17777248813992455 0.1576312559940776 0.06675930470228196 -0.075746389475910836 leaf_weight=57 135 25 29 33 21 12820 21 61 33 137 leaf_count=57 135 25 29 33 21 12820 21 61 33 137 internal_value=0 -0.00144478 -0.00179854 -0.00137378 -0.000855623 -0.00135378 -0.000175412 0.100912 0.120113 -0.0549571 internal_weight=0 13254 13229 13200 13167 13113 12841 118 54 272 internal_count=13372 13254 13229 13200 13167 13113 12841 118 54 272 cat_boundaries=0 3 6 8 cat_threshold=0 16384 6291712 67108864 64 34078720 0 64 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=11 num_cat=2 split_feature=25 2 3 10 4 6 4 25 4 26 split_gain=12226.3 10104 21292.2 9012.96 13811.7 9235.21 11679.7 10777 1242.73 27.6217 threshold=0 293.85000000000008 344.25000000000006 269.79925000000003 243.26250000000002 121.76350000000002 14.625 1 333.3454000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 left_child=9 2 3 4 5 7 -7 -2 -6 -1 right_child=1 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=0.086000165691623442 0.095947859228171159 -0.18185874875514738 0.30288562916543177 -0.21376479411125182 -0.13050686302510175 -0.1527303477605948 0.1181431894004345 -0.00087165439450891374 -0.23942141316458582 0.094416612628140037 leaf_weight=77 106 31 23 20 22 78 20 12896 20 79 leaf_count=77 106 31 23 20 22 78 20 12896 20 79 internal_value=0 -0.00153303 -0.00111022 -0.00164144 -0.00131862 -0.000738147 -0.09745 -9.20012e-06 -0.182371 0.0848249 internal_weight=0 13216 13185 13162 13142 13100 98 13002 42 156 internal_count=13372 13216 13185 13162 13142 13100 98 13002 42 156 cat_boundaries=0 3 7 cat_threshold=67108864 16384 4194560 0 0 1075838976 32800 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=16 num_cat=3 split_feature=25 25 6 25 1 11 26 26 26 10 1 26 10 6 6 split_gain=34292 13525.6 9979.64 9375.81 14214.4 14987.6 8665.17 6866.95 5972.56 5115.33 5789.88 10699.7 5530.5 5014.6 69.5703 threshold=0 1 176.53925000000004 2 199.12500000000003 13.265000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 149.68000000000004 148.98750000000004 2022.5000000000002 30.283500000000007 255.10500000000002 218.62500000000003 decision_type=9 9 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=6 7 3 4 5 8 -1 -2 -3 10 12 -12 -5 14 -4 right_child=1 2 13 9 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.07889879850135452 -0.033186753762243434 0.095965568581630398 -0.2038046667277813 -0.0006956985294189642 -0.19578023473421735 -0.208891111101423 0.22262672957078911 -0.16870094468895819 0.027762454557614249 -0.12424541623303384 -0.077086815779859374 0.20002668874828441 0.069896441240395818 -0.024086456687161417 -0.17742848330736158 leaf_weight=87 79 271 20 12207 24 21 81 71 244 33 22 38 112 33 20 leaf_count=87 79 271 20 12207 24 21 81 71 244 33 22 38 112 33 20 internal_value=0 0.000137618 0.00125751 0.00191461 0.0415706 0.0529739 0.139871 -0.091247 0.0636519 9.18544e-05 0.000423387 0.0984184 -5.38997e-05 -0.115336 -0.190617 internal_weight=0 13195 13045 12972 560 536 168 150 515 12412 12379 60 12319 73 40 internal_count=13363 13195 13045 12972 560 536 168 150 515 12412 12379 60 12319 73 40 cat_boundaries=0 3 6 9 cat_threshold=0 64 256 67125248 0 2097152 0 2146320 1095450624 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=16 num_cat=5 split_feature=25 25 26 17 25 24 26 26 25 26 26 17 4 2 4 split_gain=33609.6 13256.4 8492.74 7916.41 7381.52 36840.3 6730.3 6004.35 5097.61 27635.2 5746.59 4310.62 3501.36 12132.5 6235.37 threshold=0 1 2022.5000000000002 192.82422000000003 2 3 2022.5000000000002 2022.5000000000002 4 2022.5000000000002 2022.5000000000002 65.112000000000009 36.89500000000001 40.44700000000001 33.379000000000012 decision_type=9 9 2 2 9 1 2 2 9 2 2 2 2 2 2 left_child=2 6 -1 4 5 8 -2 -7 10 -10 -3 12 14 -14 -6 right_child=1 3 -4 -5 11 7 -8 -9 9 -11 -12 -13 13 -15 -16 leaf_value=0.078109815833212318 -0.032854884837435774 -0.0065914694612676447 0.22040048563921893 -0.19275544915880477 0.00026207334393337384 -0.0015036297766001603 -0.16701393498501307 -0.10459581272676588 0.34517005631479164 0.045137742832303047 0.13492170765002567 0.14324731823943912 -0.068099151942181718 0.16645993709564208 0.17697515028715136 leaf_weight=87 79 55 81 21 12307 114 71 112 59 64 60 21 187 25 20 leaf_count=87 79 55 81 21 12307 114 71 112 59 64 60 21 187 25 20 internal_value=0 0.000136242 0.138472 0.00124493 0.0015587 0.0402964 -0.0903345 -0.050365 0.124946 0.174841 0.0618622 9.54646e-05 -0.000144206 -0.0404389 0.000548782 internal_weight=0 13195 168 13045 13024 464 150 226 238 123 115 12560 12539 212 12327 internal_count=13363 13195 168 13045 13024 464 150 226 238 123 115 12560 12539 212 12327 cat_boundaries=0 3 6 9 10 13 cat_threshold=0 64 256 67125248 0 2097152 0 49168 1095450624 2221 0 32784 4325376 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=11 num_cat=5 split_feature=25 25 17 8 25 24 25 17 1 1 split_gain=32940.7 12992.6 7758.88 8501.72 8693.52 59364.5 14334.4 6626.76 5296.21 24.8492 threshold=0 1 192.82422000000003 269.79925000000003 2 3 4 65.112000000000009 148.98750000000004 6.3720000000000008 decision_type=9 9 2 2 9 1 9 2 2 2 left_child=9 -2 3 4 5 -3 -7 8 -6 -1 right_child=1 2 -4 -5 7 6 -8 -9 -10 -11 leaf_value=0.1466608929311907 -0.089431190916802739 0.21154482996141588 -0.19082789852505638 0.18219094203068661 -0.0013027774210293975 0.025360140032356693 -0.094757520895092248 0.18135049831867217 0.087846471155757333 0.13478503179550169 leaf_weight=148 150 138 21 26 12375 242 156 20 67 20 leaf_count=148 150 138 21 26 12375 242 156 20 67 20 internal_value=0 0.000134879 0.00123248 0.00154311 0.00118176 0.0402374 -0.0228897 -0.000529919 -0.00082271 0.137087 internal_weight=0 13195 13045 13024 12998 536 398 12462 12442 168 internal_count=13363 13195 13045 13024 12998 536 398 12462 12442 168 cat_boundaries=0 3 6 10 11 14 cat_threshold=0 64 256 67125248 0 2097152 0 573456 1091256320 32768 161 0 32784 1090535424 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=13 num_cat=5 split_feature=25 25 26 17 8 25 24 26 25 26 17 1 split_gain=32285 12750.2 8324.86 7604.56 8332.43 8531.51 58263.4 68104.4 14065 6596.36 6494.89 5190.81 threshold=0 1 2022.5000000000002 192.82422000000003 269.79925000000003 2 3 2022.5000000000002 4 2022.5000000000002 65.112000000000009 148.98750000000004 decision_type=9 9 2 2 2 9 1 2 9 2 2 2 left_child=2 9 -1 4 5 6 7 -3 -8 -2 11 -7 right_child=1 3 -4 -5 -6 10 8 -9 -10 -11 -12 -13 leaf_value=0.075871658626644092 -0.031632023438622682 0.46018387605593752 0.21674891767678439 -0.1889196158590771 0.18036903968224161 -0.0012897495993964654 0.025116602338791365 0.015133572490247962 -0.093867027808025652 -0.16444949213467855 0.17953699326515199 0.086968002225925684 leaf_weight=87 79 65 81 21 26 12375 242 73 156 71 20 67 leaf_count=87 79 65 81 21 26 12375 242 73 156 71 20 67 internal_value=0 0.00013393 0.135716 0.00122125 0.00152877 0.00117103 0.0398611 0.209572 -0.0226778 -0.0885928 -0.00052462 -0.000814483 internal_weight=0 13195 168 13045 13024 12998 536 138 398 150 12462 12442 internal_count=13363 13195 168 13045 13024 12998 536 138 398 150 12462 12442 cat_boundaries=0 3 6 10 11 14 cat_threshold=0 64 256 67125248 0 2097152 0 573456 1091256320 32768 161 0 32784 1090535424 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=17 num_cat=5 split_feature=25 6 25 25 24 26 26 2 26 10 1 26 10 24 6 6 split_gain=31642.8 12739.6 10475.6 8724.53 28677.8 15340.5 8159.19 5605.45 5165.59 5030.09 5473.45 10494 5417.99 4609 4002.37 21.06 threshold=0 176.53925000000004 1 2 3 2022.5000000000002 2022.5000000000002 12.158500000000002 2022.5000000000002 149.68000000000004 148.98750000000004 2022.5000000000002 30.283500000000007 4 255.10500000000002 218.62500000000003 decision_type=9 2 9 9 1 2 2 2 2 2 2 2 2 1 2 2 left_child=6 2 8 4 5 -4 -1 13 -2 10 12 -12 -5 -6 15 -3 right_child=1 14 3 9 7 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=0.075112943046394445 -0.031315705258976902 -0.20302029314637185 0.18768480779443469 -0.00066493511641923131 0.019831068270826993 0.040426077325860933 0.2145814273092482 -0.19443185979127883 -0.15068306444407401 -0.12319145618063031 -0.078096309602260591 0.19634095214699443 0.069205506151275978 -0.062567365022361959 -0.051178621177872023 -0.18868202481951035 leaf_weight=87 79 20 140 12207 136 143 81 20 67 33 22 38 112 121 36 21 leaf_count=87 79 20 140 12207 136 143 81 20 67 33 22 38 112 121 36 21 internal_value=0 0.00013207 0.000884978 0.00186249 0.0401179 0.109409 0.134359 -0.0320196 -0.080575 0.000105593 0.000434364 0.095714 -2.96977e-05 -0.0206264 -0.128119 -0.195676 internal_weight=0 13195 13118 12972 560 283 168 277 146 12412 12379 60 12319 257 77 41 internal_count=13363 13195 13118 12972 560 283 168 277 146 12412 12379 60 12319 257 77 41 cat_boundaries=0 3 6 9 10 11 cat_threshold=0 64 256 67125248 0 2097152 0 2146320 1095450624 237 3088 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=16 num_cat=4 split_feature=12 9 25 25 24 25 1 1 26 0 26 26 6 26 1 split_gain=25035.3 18778.8 18427.6 8347.36 21801.1 13462.5 8135.62 21786.2 21135 7688.15 7512.52 7362.33 1764.62 951.088 47.2476 threshold=267.95700000000005 282.93750000000006 0 1 2 3 272.07425000000006 157.57350000000002 2022.5000000000002 200.13000000000002 2022.5000000000002 2022.5000000000002 28.539500000000004 2022.5000000000002 17.461005000000004 decision_type=2 2 9 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 10 12 7 9 -9 -5 -4 -7 -6 -1 -12 right_child=-2 -3 3 6 5 11 -8 8 -10 -11 14 -13 -14 -15 -16 leaf_value=0.15136817617762474 -0.35347714353352788 0.30678210735321043 -0.012309504102415115 0.0010819179837809553 -0.03019610269510583 -0.089358195160947201 -0.16631843454108158 -0.031917673292614163 0.38464223672603737 -0.11146405457961756 0.094747067018717282 -0.22693565072240054 -0.12666659212112427 0.097214040107586816 0.078795078667727378 leaf_weight=62 20 20 134 12189 365 82 29 21 29 61 119 74 20 68 22 leaf_count=62 20 20 134 12189 365 82 29 21 29 61 119 74 20 68 22 internal_value=0 0.000591481 0.000130176 -0.00108455 -0.0318603 -0.0683766 0.000976522 0.00137175 0.209687 0.000521485 0.0398559 -0.145305 -0.0343162 0.114253 0.0922581 internal_weight=0 13295 13275 13145 816 541 12329 12300 50 12250 275 156 385 130 141 internal_count=13315 13295 13275 13145 816 541 12329 12300 50 12250 275 156 385 130 141 cat_boundaries=0 4 7 8 9 cat_threshold=0 16384 4718848 32768 134217737 64 1107427328 1050 134217737 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=24537.1 18405.1 10859.9 10115.3 6375.35 6902.91 18751.9 12604.7 1596.27 threshold=267.95700000000005 282.93750000000006 285.62500000000006 170.05500000000004 274.22475000000003 0 200.13000000000002 250.05000000000004 267.13384000000002 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=0.0078314891973684762 -0.34994236844778059 0.30371429300308228 -0.17836258960120818 -0.095578228107520521 -0.16523036293361495 -0.0045079243707738361 -0.23026047371529246 0.22434598360348632 -0.21254981213808058 leaf_weight=6487 20 20 34 28 23 6619 37 27 20 leaf_count=6487 20 20 34 28 23 6619 37 27 20 internal_value=0 0.000585566 0.000128875 0.000587202 0.0011144 0.00140491 -0.00575421 0.00871554 -0.144316 internal_weight=0 13295 13275 13241 13193 13170 6656 6514 48 internal_count=13315 13295 13275 13241 13193 13170 6656 6514 48 cat_boundaries=0 1 cat_threshold=1635 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=15 num_cat=2 split_feature=12 9 25 25 4 4 1 1 26 5 7 2 26 7 split_gain=24048.8 18038.8 18111.1 8161.29 20326.2 34042.3 7955.57 21372.4 20699.3 7525.31 4839.05 2378.42 927.041 264.24 threshold=267.95700000000005 282.93750000000006 0 1 29.205000000000002 121.76350000000002 272.07425000000006 157.57350000000002 2022.5000000000002 189.44922000000003 17.739947500000003 117.39000000000001 2022.5000000000002 92.090000000000018 decision_type=2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 10 -6 7 9 -9 -5 11 -4 -1 -12 right_child=-2 -3 3 6 5 -7 -8 8 -10 -11 13 -13 -14 -15 leaf_value=0.14994471848011018 -0.34644293817877769 0.30067713487148284 -0.040967270337657284 0.0010167689208506699 0.46912202176593598 -0.077023702323436735 -0.1644720993268079 -0.03142189003172375 0.38082203149795535 -0.12070911914694543 -0.12250629798225735 0.069617472887039192 0.096479569130084097 -0.17156907422201975 leaf_weight=62 20 20 706 12199 21 25 29 21 29 51 23 20 68 21 leaf_count=62 20 20 706 12199 21 25 29 21 29 51 23 20 68 21 internal_value=0 0.00057971 0.000127586 -0.00107666 -0.0315075 0.172304 0.000961317 0.00135214 0.20768 0.000509992 -0.0440924 -0.0379209 0.113266 -0.145923 internal_weight=0 13295 13275 13145 816 46 12329 12300 50 12250 770 726 130 44 internal_count=13315 13295 13275 13145 816 46 12329 12300 50 12250 770 726 130 44 cat_boundaries=0 4 7 cat_threshold=0 16384 4718848 32768 134217737 64 1107427328 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=16 num_cat=4 split_feature=12 9 25 25 24 25 1 1 26 0 26 26 6 26 1 split_gain=23570.2 17679.9 17750.7 7998.88 21408.3 13152 7797.25 20947.1 20287.4 7485.32 7373.59 7184.33 1730.99 908.592 44.9398 threshold=267.95700000000005 282.93750000000006 0 1 2 3 272.07425000000006 157.57350000000002 2022.5000000000002 200.13000000000002 2022.5000000000002 2022.5000000000002 28.539500000000004 2022.5000000000002 17.461005000000004 decision_type=2 2 9 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 10 12 7 9 -9 -5 -4 -7 -6 -1 -12 right_child=-2 -3 3 6 5 11 -8 8 -10 -11 14 -13 -14 -15 -16 leaf_value=0.14844525275691864 -0.34297851869463919 0.29767037117481232 -0.011804652343045419 0.0010578827124962105 -0.029636005857219434 -0.088128198094484272 -0.16282737897387869 -0.031107663654145742 0.37701381025643188 -0.10999356241744072 0.094218968643861672 -0.22403229574899416 -0.12518290722370148 0.095514777478049789 0.078661453940651632 leaf_weight=62 20 20 134 12189 365 82 29 21 29 61 119 74 20 68 22 leaf_count=62 20 20 134 12189 365 82 29 21 29 61 119 74 20 68 22 internal_value=0 0.000573913 0.00012631 -0.00106589 -0.0311924 -0.0673788 0.000951704 0.00133862 0.205603 0.000504892 0.0398624 -0.143403 -0.0337235 0.112133 0.0917916 internal_weight=0 13295 13275 13145 816 541 12329 12300 50 12250 275 156 385 130 141 internal_count=13315 13295 13275 13145 816 541 12329 12300 50 12250 275 156 385 130 141 cat_boundaries=0 4 7 8 9 cat_threshold=0 16384 4718848 32768 134217737 64 1107427328 1050 134217737 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=13 num_cat=4 split_feature=25 10 4 11 25 15 1 3 25 25 11 26 split_gain=13919.1 17317.1 23769.1 11069.2 8913.22 59844 14269.9 17219.9 11769.1 7893.29 1277.18 900.141 threshold=0 267.13384000000002 285.62500000000006 170.05500000000004 1 14.442750000000002 157.57350000000002 2.8170000000000006 2 3 267.13384000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 9 9 2 2 left_child=11 2 3 4 5 8 9 -8 -2 -6 -5 -1 right_child=1 -3 -4 10 6 -7 7 -9 -10 -11 -12 -13 leaf_value=0.084097506080500109 -0.022381088974365155 0.26203536739349365 -0.27361276499927045 -0.10798123069604237 0.044331297641985269 0.50769179570674894 0.049961818224292687 0.38949966847896578 -0.11146626054517274 -0.0004061651925113344 -0.21114687532186507 0.14304299294002473 leaf_weight=44 593 25 32 30 398 20 59 20 196 11815 20 63 leaf_count=44 593 25 32 30 398 20 59 20 196 11815 20 63 internal_value=0 -0.000904002 -0.00140332 -0.000740961 -0.000174185 -0.0321172 0.00195269 0.135921 -0.0462077 0.00108772 -0.149247 0.10865 internal_weight=0 13208 13183 13151 13101 809 12292 79 789 12213 50 107 internal_count=13315 13208 13183 13151 13101 809 12292 79 789 12213 50 107 cat_boundaries=0 3 7 11 15 cat_threshold=16384 16384 524544 134217737 536870912 1124204544 8388608 134217737 536870912 0 8388608 67108864 2097168 6373376 32800 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=16 num_cat=4 split_feature=25 24 8 25 26 7 15 18 3 24 26 15 15 26 26 split_gain=14744.5 16742.8 12584.2 17932.6 45248.2 22952.7 8846.94 7212.48 5188.42 4402.05 3579.26 1913.85 1844.13 15.5288 0.188678 threshold=0 1 355.00000000000006 2 2022.5000000000002 280.57800000000003 22.087000000000003 92.932500000000019 344.25000000000006 3 2022.5000000000002 118.09000000000002 33.729000000000013 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 13 3 4 -2 6 7 8 -5 10 -3 12 -8 -1 -11 right_child=2 9 -4 5 -6 -7 11 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=-0.1819622278213501 -0.075649559025007945 -0.025840012992046916 0.25051726722717282 -0.0008137922043750023 0.33764042766005908 0.30733610928058624 -0.056395847692682938 -0.17458518917361895 -0.16200581798702479 -0.063393985187565838 0.090378007399234572 -0.020532082580029965 -0.14839380703444752 -0.18985136547258921 -0.06424213643167534 leaf_weight=45 52 53 20 12721 54 24 37 24 20 54 53 32 53 56 51 leaf_count=45 52 53 20 12721 54 24 37 24 20 54 53 32 53 56 51 internal_value=0 -0.0686307 -0.000130738 -0.000515947 0.123266 -0.00162641 -0.00220307 -0.00139306 -0.00106682 -0.0148376 0.0294872 -0.0869553 -0.110572 -0.169549 -0.0582576 internal_weight=0 312 13037 13017 106 12911 12887 12765 12741 211 106 122 90 101 105 internal_count=13349 312 13037 13017 106 12911 12887 12765 12741 211 106 122 90 101 105 cat_boundaries=0 3 4 8 9 cat_threshold=67125248 65536 16859136 1121 0 0 2228480 32800 792 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=16 num_cat=4 split_feature=25 24 8 25 26 7 15 18 9 24 26 15 15 26 26 split_gain=14451.1 16409.6 12333.8 17575.8 44347.7 22496 8670.88 7068.96 6874.98 4314.45 3508.03 1875.76 1807.43 15.2198 0.184923 threshold=0 1 355.00000000000006 2 2022.5000000000002 280.57800000000003 22.087000000000003 92.932500000000019 223.50400000000005 3 2022.5000000000002 118.09000000000002 33.729000000000013 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=1 13 3 4 -2 6 7 8 -5 10 -3 12 -8 -1 -11 right_child=2 9 -4 5 -6 -7 11 -9 -10 14 -12 -13 -14 -15 -16 leaf_value=-0.18014260620541045 -0.074893055499459682 -0.025581614306583157 0.24801208686828613 -0.001430480872785985 0.33426404131783377 0.30426274041334789 -0.055831888672467828 -0.17283933788537981 0.14309412239175853 -0.062760046632201583 0.089474231051105385 -0.020326765589416027 -0.14690987028040975 -0.18795285356896266 -0.063599715092602899 leaf_weight=45 52 53 20 12708 54 24 37 24 33 54 53 32 53 56 51 leaf_count=45 52 53 20 12708 54 24 37 24 33 54 53 32 53 56 51 internal_value=0 -0.0679444 -0.000129431 -0.000510788 0.122033 -0.00161015 -0.00218104 -0.00137913 -0.00105615 -0.0146892 0.0291923 -0.0860857 -0.109467 -0.167854 -0.057675 internal_weight=0 312 13037 13017 106 12911 12887 12765 12741 211 106 122 90 101 105 internal_count=13349 312 13037 13017 106 12911 12887 12765 12741 211 106 122 90 101 105 cat_boundaries=0 3 4 8 9 cat_threshold=67125248 65536 16859136 1121 0 0 2228480 32800 792 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=9 num_cat=0 split_feature=4 4 3 0 2 6 3 6 split_gain=19068 36093.8 20323.8 12096 9172.62 11554.5 9554.34 928.058 threshold=365.72000000000008 279.07800000000003 344.25000000000006 355.00000000000006 365.72000000000008 206.27675000000002 216.24000000000004 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=-0.0011169456384624824 -0.28336267776787283 0.42325690746307376 -0.28119147564356145 -0.22108858489990232 0.20791261076927187 -0.18699088470079006 0.14325440842172374 -0.10714619155671146 leaf_weight=13126 24 20 26 25 21 24 46 37 leaf_count=13126 24 20 26 25 21 24 46 37 internal_value=0 -0.00124056 -0.00187866 -0.00133177 -0.000917259 -0.00124866 -0.000612764 -0.13856 internal_weight=0 13325 13305 13279 13254 13233 13172 61 internal_count=13349 13325 13305 13279 13254 13233 13172 61 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=11 num_cat=0 split_feature=4 4 3 0 1 6 8 4 1 1 split_gain=18688.5 35375.5 19919.3 11855.3 10352.5 9408.6 12949.9 7629.39 2963.89 2887.64 threshold=365.72000000000008 279.07800000000003 344.25000000000006 355.00000000000006 216.24000000000004 113.47200000000001 269.79925000000003 14.625 243.26250000000002 365.72000000000008 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=6.6138137970338966e-05 -0.28052904441952708 0.41902432346343993 -0.27837956765523325 -0.21887769393920897 -0.22508295917510984 -0.14192751594453673 0.24288752555847168 0.072520397248722265 -0.018994043389956156 -0.17411866226792336 leaf_weight=13062 24 20 26 25 20 79 22 21 30 20 leaf_count=13062 24 20 26 25 20 79 22 21 30 20 internal_value=0 -0.00122815 -0.00185987 -0.00131845 -0.000908086 -0.000264102 0.000474428 -0.0968935 -0.122198 -0.0810439 internal_weight=0 13325 13305 13279 13254 13184 13084 100 70 50 internal_count=13349 13325 13305 13279 13254 13184 13084 100 70 50 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=11 num_cat=0 split_feature=4 4 3 1 3 9 3 26 3 1 split_gain=18316.6 34671.6 19522.9 7917.36 8525.82 10244.1 5644.09 5099.66 2409.1 241.223 threshold=365.72000000000008 279.07800000000003 344.25000000000006 216.24000000000004 177.71725000000004 239.51250000000002 117.39000000000001 2022.5000000000002 228.18750000000003 284.98750000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -6 -9 right_child=-2 -3 -4 7 8 -7 -8 9 -10 -11 leaf_value=-0.00056252914096435497 -0.27772375817100209 0.41483409023284912 -0.27559576770434013 0.014265446489055951 0.19103824367523192 -0.18903228965298882 -0.13788246067365012 -0.14006575273430866 0.065286113084890907 -0.18452443439226884 leaf_weight=13083 24 20 26 24 25 29 30 23 39 26 leaf_count=13083 24 20 26 24 25 29 30 23 39 26 internal_value=0 -0.00121587 -0.00184127 -0.00130527 -0.000731173 -0.00129189 -0.000876691 -0.105161 0.114408 -0.163656 internal_weight=0 13325 13305 13279 13206 13142 13113 73 64 49 internal_count=13349 13325 13305 13279 13206 13142 13113 73 64 49 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=12 num_cat=0 split_feature=4 17 4 7 3 6 1 6 1 3 7 split_gain=25220.3 11069.4 9225.79 17214.2 10409.2 11484.8 8638.93 8283.23 8022.07 5770.53 2138.24 threshold=365.72000000000008 213.05175000000006 272.07425000000006 183.80721500000004 86.532000000000025 223.36075000000002 21.947000000000003 269.79925000000003 216.24000000000004 219.40000000000003 274.22475000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 9 -7 -1 -6 -5 right_child=-2 -3 -4 10 6 7 -8 -9 -10 -11 -12 leaf_value=-0.00071883749506588504 -0.35783866971731187 -0.22659039811654524 0.20734136036464146 -0.10968381351546237 -0.061572410582549988 0.30820278930664063 0.091875707669691609 0.045472976565361027 -0.11042375416008395 -0.2062657469267748 -0.22159671365253389 leaf_weight=12953 20 22 21 38 63 20 22 30 67 49 31 leaf_count=12953 20 22 21 38 63 20 22 30 67 49 31 internal_value=0 -0.00246428 -0.00209338 -0.00242474 -0.00160149 -0.000702467 -0.0892897 0.150565 -0.00128337 -0.124876 -0.159964 internal_weight=0 13316 13294 13273 13204 13070 134 50 13020 112 69 internal_count=13336 13316 13294 13273 13204 13070 134 50 13020 112 69 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=19 num_cat=3 split_feature=25 4 25 11 4 1 26 25 4 1 1 0 1 4 1 4 26 1 split_gain=54087.9 24983.9 16636.4 14919.3 25736.9 18839.6 11048.9 10805.1 15133.2 12665.6 13907.4 6741.52 6583.25 4956.64 3327.35 2848.26 1550.65 423.885 threshold=0 365.72000000000008 1 29.091000000000005 189.44922000000003 125.83150000000002 2022.5000000000002 2 36.89500000000001 228.56250000000003 21.947000000000003 117.56000000000002 63.49965000000001 149.69580000000005 51.072690000000009 166.68000000000004 2022.5000000000002 125.83150000000002 decision_type=9 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 4 5 11 -1 8 9 10 -4 -2 13 14 -9 -10 -14 -18 right_child=1 -3 7 -5 -6 -7 -8 12 15 -11 -12 -13 16 -15 -16 -17 17 -19 leaf_value=-0.13008615615416547 -0.049941731600621556 -0.35426028579473495 0.036718388928573036 -0.2710971995336669 0.31795310258865356 0.18139911263329642 -0.33570459825651988 -0.00057741071046550976 -0.22706052439553395 -0.16666504864034981 0.20000283176248726 -0.20546724057660024 -0.041458818263867325 0.14665945903114649 0.10487936353683472 -0.074139934737106852 -0.10304115168750286 -0.16537583503127098 leaf_weight=49 716 20 1011 28 20 35 56 11107 21 29 55 29 34 23 30 29 24 20 leaf_count=49 716 20 1011 28 20 35 56 11107 21 29 55 29 34 23 30 29 24 20 internal_value=0 -0.00108736 -0.000553519 -0.0436748 -0.036261 -0.0453434 -0.218902 0.00236319 0.0314899 0.0395335 0.045143 -0.0559957 -0.000629788 9.5204e-06 -0.000293339 -0.138367 -0.0921808 -0.131375 internal_weight=0 13231 13211 828 800 780 105 12383 1145 1095 1066 745 11238 11160 11137 50 78 44 internal_count=13336 13231 13211 828 800 780 105 12383 1145 1095 1066 745 11238 11160 11137 50 78 44 cat_boundaries=0 4 7 11 cat_threshold=0 0 4194560 544 257 2654288 327680 67125760 81920 3274329088 32768 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=22 num_cat=10 split_feature=25 24 25 4 25 24 25 25 5 1 25 1 25 8 10 2 5 4 25 4 10 split_gain=47377.7 27661.8 10924.7 10145.7 12534.9 34836.1 56792.8 48675.2 26791.1 21758 17056.2 11384.7 5474.15 4683.86 4999.03 12851.1 4453 2618.5 2636.04 1881.71 1329.36 threshold=0 1 2 219.40000000000003 3 4 5 6 27.130000000000006 21.947000000000003 7 2.1940000000000004 8 128.13850000000005 30.283500000000007 0.46289950000000007 176.53925000000004 117.39000000000001 9 285.62500000000006 121.76350000000002 decision_type=9 1 9 2 9 1 9 9 2 2 9 2 9 2 2 2 2 2 9 2 2 left_child=1 12 -3 4 5 7 -7 -2 11 10 -9 -8 -1 14 17 20 -10 18 -6 -5 -16 right_child=3 2 -4 19 13 6 8 9 16 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.084525416985286025 0.28104674438718991 0.034741637425393053 -0.074807439938118933 -0.20913849368691445 0.0026914884981183366 -0.21136228191512435 0.027517994667944714 -0.069314467593701218 0.16605713951587678 0.35285575461387636 0.088861160001114894 -0.11434818509079162 -0.21305051658051144 -0.12413338924607922 -0.0061512171881539478 0.29502219137549401 0.37222668799487024 0.11261402656137942 -0.0069431138037122477 -0.079520034335908443 0.080093048115571344 leaf_weight=103 109 151 207 24 5943 105 554 127 20 20 126 63 153 31 70 20 22 20 5423 21 24 leaf_count=103 109 151 207 24 5943 105 554 127 20 20 126 63 153 31 70 20 22 20 5423 21 24 internal_value=0 -0.0880103 -0.0289125 0.00123647 0.0017695 0.033162 -0.00614406 0.109925 0.0292245 0.0340853 0.0102333 0.0130325 -0.166461 -0.00137798 -0.00104827 0.0648429 0.274051 -0.00170799 -0.00190916 -0.14865 0.0158686 internal_weight=0 614 358 12722 12677 1146 764 382 659 273 253 617 256 11531 11500 114 42 11386 11366 45 94 internal_count=13336 614 358 12722 12677 1146 764 382 659 273 253 617 256 11531 11500 114 42 11386 11366 45 94 cat_boundaries=0 4 5 7 11 12 16 19 20 24 28 cat_threshold=0 2130000 4522240 544 2211 0 80 71320064 81920 3274329088 32768 2209 0 16384 1076363264 32768 67108864 0 1126694912 512 0 2129920 262144 512 2702783536 1246898313 9437186 56647696 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=26 num_cat=8 split_feature=25 4 25 24 1 7 25 26 25 24 25 25 0 10 11 26 1 10 1 26 0 26 26 1 26 split_gain=52514.8 24410 15936.1 19535.3 37227.9 14836.1 11479.9 10817.2 10391.9 35468.2 33754.5 27506.5 24628.7 21459.4 9084.42 7362.46 6475.71 6569.67 14084 5502.98 3648.37 2777.46 1527.11 415.043 165.945 threshold=0 365.72000000000008 1 2 125.83150000000002 105.004 3 2022.5000000000002 4 5 6 7 181.87500000000003 22.111000000000004 8.3250000000000011 2022.5000000000002 63.49965000000001 30.283500000000007 2.5528750000000007 2022.5000000000002 200.13000000000002 2022.5000000000002 2022.5000000000002 125.83150000000002 2022.5000000000002 decision_type=9 2 9 1 2 2 9 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 6 5 14 15 -1 9 10 21 19 -12 -13 -5 -2 17 20 -19 -11 -10 -4 -18 -24 -8 right_child=1 -3 8 4 -6 -7 24 -9 16 11 12 13 -14 -15 -16 -17 22 18 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.12771497660145467 -0.11340245508756795 -0.35015085792541506 0.20843648893492564 -0.026888586624024595 0.38603686467460968 0.24222825860977173 -0.055037996910120318 -0.33116592773369385 -0.00097854626878170377 -0.1048928804802043 0.028580377212289822 -0.0041629541941762514 0.34539984134527352 0.33072848618030548 -0.24432787787914276 -0.26471915392314688 -0.041075234220308419 0.016014324957277719 0.29143954242269199 -0.24637591470170905 0.13095427672068277 0.30848481624776669 -0.10226956052084765 -0.16395067590475085 -0.033775965187331322 leaf_weight=49 61 20 56 489 23 20 76 56 11033 56 436 442 26 20 20 68 34 82 24 54 21 55 24 20 71 leaf_count=49 61 20 56 489 23 20 76 56 11033 56 436 442 26 20 20 68 34 82 24 54 21 55 24 20 71 internal_value=0 -0.00105777 -0.00053008 -0.042734 -0.007672 -0.0249348 -0.110138 -0.215681 0.00232456 0.030889 0.0859015 -0.0247487 0.0454268 0.0101156 -0.0354324 -0.179269 -0.000610649 2.34285e-05 0.0783748 -0.159819 -0.000727905 0.236687 -0.0914108 -0.130306 -0.0419171 internal_weight=0 13231 13211 828 552 529 276 105 12383 1145 573 572 462 462 509 129 11238 11160 106 110 11054 111 78 44 147 internal_count=13336 13231 13211 828 552 529 276 105 12383 1145 573 572 462 462 509 129 11238 11160 106 110 11054 111 78 44 147 cat_boundaries=0 4 7 8 10 14 15 18 22 cat_threshold=0 0 4194560 544 257 2654288 327680 163 0 2097232 67125760 81920 3274329088 32768 2275 16384 81920 1076363264 0 81920 1076363264 32768 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=21 num_cat=11 split_feature=25 24 25 4 25 24 25 25 5 25 0 24 25 8 5 4 25 8 4 7 split_gain=45565 26783.3 10592.3 9806.68 12064.4 33734.4 55319.5 47691.9 26233.1 12931.2 29429.3 11161.4 5373.25 4601.81 4370.72 4130.82 2613.66 3503.25 1900.22 1550.9 threshold=0 1 2 219.40000000000003 3 4 5 6 27.130000000000006 7 5.3227500000000001 8 9 128.13850000000005 176.53925000000004 117.39000000000001 10 57.701000000000008 285.62500000000006 59.532500000000006 decision_type=9 1 9 2 9 1 9 9 2 9 2 1 9 2 2 2 9 2 2 2 left_child=1 12 -3 4 5 7 -7 -2 11 10 -9 -8 -1 15 -10 16 19 -18 -5 -6 right_child=3 2 -4 18 13 6 8 9 14 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 leaf_value=-0.082696684052986386 0.27742074384158399 0.034487430234873516 -0.073365162666629541 -0.20693407237529754 0.0040878873448851162 -0.20868196884186371 0.054455071219510459 -0.084214854706498907 0.16403374755382535 0.10745265784940516 0.31860894271305629 -0.029381868761382064 -0.20947953088060481 -0.12302692384489122 0.36828966595909812 0.13003211493293443 -0.0063577860408210521 0.12303014894326529 -0.076679372560410269 -0.061762828528881077 leaf_weight=103 109 151 207 24 5489 105 307 133 20 119 21 310 153 31 22 24 5930 21 21 36 leaf_count=103 109 151 207 24 5489 105 307 133 20 119 21 310 153 31 22 24 5930 21 21 36 internal_value=0 -0.0863103 -0.0281733 0.00121242 0.00173647 0.032534 -0.00614382 0.108073 0.028764 0.0330445 -0.0274987 0.0127392 -0.163496 -0.00135137 0.271025 -0.00102455 -0.00129863 -0.0058913 -0.146149 0.0036522 internal_weight=0 614 358 12722 12677 1146 764 382 659 273 154 617 256 11531 42 11500 11476 5951 45 5525 internal_count=13336 614 358 12722 12677 1146 764 382 659 273 154 617 256 11531 42 11500 11476 5951 45 5525 cat_boundaries=0 4 5 7 11 12 16 19 20 21 25 29 cat_threshold=0 2130000 4522240 544 2211 0 80 71320064 81920 3274329088 32768 2209 0 16384 1076363264 32768 67108864 0 1126694912 16896 1098 0 2129920 262144 512 2702783536 1246898312 9441282 56647680 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=9 num_cat=0 split_feature=3 13 7 13 6 4 6 6 split_gain=14999.3 10877 7176.21 10610.6 6123.6 7565.32 6791.75 109.516 threshold=333.3454000000001 201.75000000000003 285.62500000000006 92.932500000000019 228.18750000000003 285.62500000000006 183.80721500000004 274.22475000000003 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=0.00011938127953702471 0.21944499440250859 -0.19423285204788734 -0.14992251828312875 0.21460916602093241 -0.097319251015072772 -0.15598816325587611 0.17597090743397448 -0.12802301979981937 leaf_weight=13016 31 29 32 23 21 31 22 26 leaf_count=13016 31 29 32 23 21 31 22 26 internal_value=0 -0.000778558 -0.000352609 1.16677e-05 -0.000364647 4.51139e-05 0.000416109 -0.114304 internal_weight=0 13200 13171 13139 13116 13069 13038 47 internal_count=13231 13200 13171 13139 13116 13069 13038 47 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=18 num_cat=5 split_feature=3 25 25 24 6 25 8 10 6 0 3 0 1 0 24 26 26 split_gain=14700.8 18408.8 10235.4 31576.1 26261.2 23078.3 11451.9 8938.42 8299.39 8043.04 7187.85 6771.13 6081.79 5434.97 5830.31 2844.81 161.064 threshold=333.3454000000001 0 1 2 17.791185000000006 3 255.10500000000002 227.60400000000001 223.36075000000002 276.84975000000003 16.990000000000006 54.998660000000008 13.106250000000001 3.4750000000000005 4 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 9 2 2 2 2 2 2 2 2 1 2 2 left_child=1 15 3 4 13 12 7 8 9 -4 11 -7 16 14 -3 -1 -5 right_child=-2 2 6 5 -6 10 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.075194137687212795 0.21725055372522725 0.080495841381656136 -8.6936268235256241e-05 -0.13268733352593773 0.39822069966793061 -0.048913264336286615 0.23397649413063412 -0.17821159939680781 0.16678543202082316 0.20061867877840997 0.11217201059514827 0.13925859022140505 -0.31038144918779537 -0.098767591100186111 -0.0067496039836508473 0.16911775842079749 -0.15077161918986928 leaf_weight=64 31 147 11909 98 20 436 21 28 30 20 33 20 24 32 154 65 99 leaf_count=64 31 147 11909 98 20 436 21 28 30 20 33 20 24 32 154 65 99 internal_value=0 -0.000770773 -0.00198603 -0.0315783 0.0449993 -0.0697476 0.000657696 0.000249494 0.000667331 0.000249564 -0.0297381 -0.0406601 -0.153155 0.0251362 0.0383087 0.113706 -0.141775 internal_weight=0 13200 13071 1063 353 710 12008 11987 11959 11929 489 456 221 333 301 129 197 internal_count=13231 13200 13071 1063 353 710 12008 11987 11959 11929 489 456 221 333 301 129 197 cat_boundaries=0 4 8 9 13 14 cat_threshold=16384 16384 2097408 32768 134217728 2147582016 54658048 32 282 0 64 50462720 32 18 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=20 num_cat=5 split_feature=3 25 25 24 6 25 8 10 7 7 3 1 6 25 26 1 26 26 26 split_gain=14408.2 18042.3 10027.4 30958.9 25735.5 22619.1 11224 8760.55 9081.7 8702.19 7044.81 5960.77 5935.62 5232.72 5443.01 2824.89 2788.2 770.045 157.859 threshold=333.3454000000001 0 1 2 17.791185000000006 3 255.10500000000002 227.60400000000001 162.18600000000004 239.51250000000002 16.990000000000006 13.106250000000001 223.36075000000002 4 2022.5000000000002 36.725000000000009 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 9 1 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 16 3 4 13 11 7 8 12 -10 15 18 -4 17 -15 -7 -1 -3 -5 right_child=-2 2 6 5 -6 10 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.074442195129813635 0.21507804849455434 -0.0250636002258821 -0.00022850334969706727 -0.13136046187762093 0.39423849332332611 -0.034922742012187563 0.23163673275992985 -0.17642948252814158 0.29040258907136463 0.021110480523535181 0.11105028838822335 -0.30727763821681342 0.15103044615342068 0.019077942949352843 0.15377528170022098 -0.15646429318189622 0.16742657518386841 0.013080696441671426 -0.14926390224032932 leaf_weight=64 31 110 11884 98 20 436 21 28 21 28 33 24 26 66 55 20 65 102 99 leaf_count=64 31 110 11884 98 20 436 21 28 21 28 33 24 26 66 55 20 65 102 99 internal_value=0 -0.000762507 -0.00196561 -0.0312556 0.0445697 -0.0690501 0.000651119 0.000246999 0.000660658 0.136521 -0.0294408 -0.151624 0.000101701 0.024907 0.0741739 -0.0402535 0.112569 -0.00640885 -0.140358 internal_weight=0 13200 13071 1063 353 710 12008 11987 11959 49 489 221 11910 333 121 456 129 212 197 internal_count=13231 13200 13071 1063 353 710 12008 11987 11959 49 489 221 11910 333 121 456 129 212 197 cat_boundaries=0 4 8 9 13 16 cat_threshold=16384 16384 2097408 32768 134217728 2147582016 54658048 32 282 0 64 50462720 32 134217728 2147581952 1024 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=10 num_cat=2 split_feature=4 4 25 12 25 14 8 26 26 split_gain=14682.8 30707.9 18931.6 11253.4 9168.69 8772.76 12253.3 3304.62 2530.19 threshold=365.72000000000008 279.07800000000003 0 262.77684000000005 1 115.96500000000002 263.60184000000004 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=0.074297532134223729 -0.26446476164318267 0.36524137911589249 -0.10072560309573204 -0.23300562569073269 -0.00016087032078675577 -0.15192142235605341 0.23604393428022211 0.17591905843466521 -0.032899780872193252 leaf_weight=64 21 23 110 21 12758 38 22 64 110 leaf_count=64 21 23 110 21 12758 38 22 64 110 internal_value=0 0.000165789 -0.000470955 -0.00170054 -0.00132929 -0.00020521 0.000245742 0.116042 -0.0639078 internal_weight=0 13210 13187 13059 13038 12818 12780 128 220 internal_count=13231 13210 13187 13059 13038 12818 12780 128 220 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32768 0 32768 50331648 32 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=12 num_cat=2 split_feature=4 4 25 13 25 10 0 5 0 26 5 split_gain=14390.6 30096.8 18554.8 11086.6 8489.83 20839.1 11684.1 8023.22 12768.8 3238.86 1610.44 threshold=365.72000000000008 279.07800000000003 0 201.75000000000003 1 51.726358500000011 211.57500000000002 189.44922000000003 338.28750000000008 2022.5000000000002 250.05000000000004 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 8 -6 -1 -9 right_child=-2 -3 3 -5 7 -7 -8 10 -10 -11 -12 leaf_value=0.073554553617723284 -0.2618201113882519 0.3615889781454335 -0.044785930506934246 -0.20797600480226372 0.0010265207034416387 0.28750438046455384 0.19980149933695793 -0.18917768058322726 0.25390912199020382 0.1741598491743207 -0.07715578631921248 leaf_weight=64 21 23 833 26 12086 20 20 21 20 64 33 leaf_count=64 21 23 833 26 12086 20 20 21 20 64 33 internal_value=0 0.000164131 -0.000466245 -0.00168353 -0.00127328 -0.0312124 -0.0390512 0.000901055 0.0014443 0.114882 -0.12072 internal_weight=0 13210 13187 13059 13033 873 853 12160 12106 128 54 internal_count=13231 13210 13187 13059 13033 873 853 12160 12106 128 54 cat_boundaries=0 4 8 cat_threshold=16384 16384 2097408 32768 134217728 2147581952 50463744 32 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=14 num_cat=1 split_feature=4 10 25 2 6 1 17 11 2 2 7 5 11 split_gain=14792.1 14539.6 18263.3 16664 23190.8 13532.7 13453.3 10432.3 10735.3 10163.4 10089.1 7348.61 659.371 threshold=344.25000000000006 282.93750000000006 0 1.1528500000000002 1.2399500000000001 1.26895 95.142500000000013 32.925000000000004 255.10500000000002 176.53925000000004 17.105100000000004 1.2399500000000001 92.090000000000018 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 11 7 8 9 -4 12 -1 -9 right_child=-2 -3 6 -5 -6 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=0.11881950655212005 0.24418283185958864 -0.25615586974404075 -0.00062472594979041734 -0.16520401517550151 -0.25438118660449982 -0.12688747044366142 0.23539555152257283 -0.031515747748888455 0.19153757078894251 -0.17634867942694463 -0.29575138314068322 -0.073412183154196967 -0.079039547415274497 leaf_weight=375 25 22 12568 30 20 26 24 65 29 33 20 21 53 leaf_count=375 25 22 12568 30 20 26 24 65 29 33 20 21 53 internal_value=0 0.00070885 0.00113489 0.0615619 0.0783461 0.0941151 -0.00114198 -0.00158749 -0.000642634 -0.00108492 -0.0880627 0.108625 -0.0528612 internal_weight=0 13286 13264 472 442 422 12792 12768 12630 12601 138 396 118 internal_count=13311 13286 13264 472 442 422 12792 12768 12630 12601 138 396 118 cat_boundaries=0 4 cat_threshold=0 49168 23609600 32768 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=8 num_cat=0 split_feature=4 10 10 9 3 5 2 split_gain=14497.7 14250.2 11749.8 11563.1 11217.2 8590.35 8332.17 threshold=344.25000000000006 282.93750000000006 211.12500000000003 282.93750000000006 376.61250000000007 335.87040000000007 365.72000000000008 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=0.0015259573849490192 0.24174101114273072 -0.25359430529854515 0.23203396325761622 -0.23372797035035631 -0.23553360199928286 -0.17671737017454922 0.20579095304012299 leaf_weight=13154 25 22 22 21 20 27 20 leaf_count=13154 25 22 22 21 20 27 20 internal_value=0 0.000701762 0.00112354 0.000739913 0.00111234 0.00147087 0.00183606 internal_weight=0 13286 13264 13242 13221 13201 13174 internal_count=13311 13286 13264 13242 13221 13201 13174 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=16 num_cat=6 split_feature=3 3 10 25 24 25 25 2 26 26 25 24 2 26 26 split_gain=13438.8 67699.6 23555.4 17073.6 84359.5 71292.2 41876.9 25807.7 16360.3 13055.2 9283.32 23901.1 7059.3 2223.05 2045.7 threshold=376.61250000000007 285.62500000000006 282.93750000000006 0 1 2 3 255.10500000000002 2022.5000000000002 2022.5000000000002 4 5 176.53925000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 9 9 2 2 2 9 1 2 2 2 left_child=1 2 3 4 5 14 13 10 -7 -8 11 -5 -12 -6 -1 right_child=-2 -3 -4 7 6 8 9 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=-0.024846131239142834 -0.24580774659460244 0.58291964888572689 -0.33397507395063131 0.062011445273052565 0.15213276449590921 0.25630096015476045 -0.071364792621496961 0.29675166781606349 0.48159415554108848 -0.23502960467711093 -0.0001224942822950229 -0.11480707326450863 -0.15370773895581563 0.061485577985313872 0.05275530235362904 leaf_weight=66 22 20 21 111 48 63 99 29 66 96 12296 212 30 62 70 leaf_count=66 22 20 21 111 48 63 99 29 66 96 12296 212 30 62 70 internal_value=0 0.00155175 0.000675472 0.00120594 0.0542616 0.181764 -0.0587729 -0.00122126 0.344836 -0.144527 -0.00190538 -0.0540054 -0.0004959 0.0926207 0.0140618 internal_weight=0 13289 13269 13248 570 265 305 12678 129 195 12649 323 12326 110 136 internal_count=13311 13289 13269 13248 570 265 305 12678 129 195 12649 323 12326 110 136 cat_boundaries=0 4 5 8 11 14 15 cat_threshold=67108864 49168 23609600 32800 2737 67108864 32784 4194304 0 32784 4194304 16640 65600 1073872896 267 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=8 num_cat=0 split_feature=3 3 10 10 6 6 11 split_gain=13171.4 66352.5 23086.6 11535.1 11109.4 12500 8670.58 threshold=376.61250000000007 285.62500000000006 282.93750000000006 211.12500000000003 365.72000000000008 223.36075000000002 32.925000000000004 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=0.0015389715417345648 -0.24334966916929593 0.5770904595851899 -0.3306353242056711 0.22998468304222283 -0.21877222434334134 0.18474108615437068 -0.075955195979100387 leaf_weight=13020 22 20 21 22 23 37 146 leaf_count=13020 22 20 21 22 23 37 146 internal_value=0 0.00153584 0.000668319 0.00119348 0.000812915 0.00119544 0.000679626 internal_weight=0 13289 13269 13248 13226 13203 13166 internal_count=13311 13289 13269 13248 13226 13203 13166 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=21 num_cat=6 split_feature=4 25 24 25 26 24 25 17 24 26 6 2 2 8 26 26 6 26 26 6 split_gain=14103.2 12998.5 74441.7 117787 28179 16040.3 10912.7 9394.35 8190.52 7655.72 7303.06 8250.29 9493.94 12736.7 3867.4 2617.54 1480.14 1175.79 1138.03 273.369 threshold=344.25000000000006 0 1 2 2022.5000000000002 3 4 95.142500000000013 5 2022.5000000000002 176.53925000000004 255.10500000000002 176.53925000000004 115.96500000000002 2022.5000000000002 2022.5000000000002 316.3010000000001 2022.5000000000002 2022.5000000000002 232.87500000000003 decision_type=2 9 1 9 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 -4 17 18 10 9 -1 11 12 13 -3 -10 -8 19 -5 -7 -12 right_child=-2 7 3 5 -6 6 15 -9 14 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.19962234141135757 0.2384104808807373 -0.0020505556504450237 -0.17007396938135991 0.003679297004015215 -0.49622399798146 0.004735765524630277 0.15240301350752514 0.20028905630111696 0.17348226914218828 0.3650024252489471 -0.11659556061029434 0.16418293190002442 -0.17663476151804769 0.15949133510492286 0.054104470091647115 0.25434408151878501 -0.04210061831907793 -0.055923360863726748 0.068579990570828073 -0.16767817722125486 leaf_weight=55 25 12416 52 62 54 53 48 23 51 57 20 30 31 49 58 53 22 71 59 22 leaf_count=55 25 12416 52 62 54 53 48 23 51 57 20 30 31 49 58 53 22 71 59 22 internal_value=0 0.000673282 0.0431632 -0.0309298 -0.307241 0.0599729 0.112524 -0.00162681 0.189481 0.260528 -0.00199697 -0.00145256 -0.00185022 -0.00141553 0.10072 0.187348 -0.108548 -0.0261709 0.0352231 -0.143353 internal_weight=0 13286 673 452 106 346 213 12613 221 112 12590 12526 12496 12465 109 101 64 133 112 42 internal_count=13311 13286 673 452 106 346 213 12613 221 112 12590 12526 12496 12465 109 101 64 133 112 42 cat_boundaries=0 4 5 9 10 13 14 cat_threshold=67108864 573456 23675136 32768 673 0 16384 2687232 32768 322 0 557056 16777216 544 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=25 num_cat=7 split_feature=3 25 24 25 25 24 13 6 26 26 14 3 6 25 24 26 8 26 2 26 8 2 26 6 split_gain=14723.6 10012 83995.4 48158.6 41432.2 39395.5 17361.4 15350.9 14518.4 13412.9 12071.5 10683 9533.53 12070.3 15674.7 6491.54 6460.75 5817.01 5472.96 4714.34 3454.51 1841.88 1504.91 634.23 threshold=333.3454000000001 0 1 2 3 4 11.941250000000002 30.232500000000005 2022.5000000000002 2022.5000000000002 182.65800000000004 2.2424500000000003 223.36075000000002 5 6 2022.5000000000002 92.932500000000019 2022.5000000000002 125.83150000000002 2022.5000000000002 183.80721500000004 11.555000000000001 2022.5000000000002 290.58750000000009 decision_type=2 9 1 9 9 1 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 22 11 9 7 8 -5 -6 12 19 13 14 15 -3 18 -7 -15 -1 -18 -16 -4 -14 right_child=-2 10 3 6 5 17 -8 -9 -10 -11 -12 -13 23 16 21 -17 20 -19 -20 -21 -22 -23 -24 -25 leaf_value=0.1113923501332601 0.21924726187461807 0.055476261978037657 -0.19137047596780932 -0.021108853288629454 0.30823004333340392 0.024402959715236316 -0.28610328483581543 -0.18739501295818223 0.077709508547293291 0.53990462763636726 0.23241694602099333 -0.19013408386707306 0.19190669345855715 -0.00052321883119946797 -0.10306974495293329 -0.044285309256467606 0.18599402870450699 0.16984287916530263 -0.11102108324898614 -0.0031422188834867616 0.024267205357551575 -0.20328365683555605 -0.26310163405434839 0.11226811838150023 leaf_weight=75 31 128 59 317 49 55 20 36 280 51 22 20 20 11489 221 133 28 55 45 69 25 20 58 20 leaf_count=75 31 128 59 317 49 55 20 36 280 51 22 20 20 11489 221 133 28 55 45 69 25 20 58 20 internal_value=0 0.00105873 0.0292071 -0.0307075 0.150148 0.242372 0.00391986 0.0131452 0.0252381 0.387622 -0.0016141 0.0249134 -0.00203993 -0.0025499 -0.0500646 0.00446869 -0.000447762 0.0890293 -0.000954327 0.0565112 0.109708 -0.106949 -0.209061 0.152087 internal_weight=0 13295 1144 770 374 210 653 633 597 100 12151 164 12129 12089 502 261 11587 110 11534 144 53 241 117 40 internal_count=13326 13295 1144 770 374 210 653 633 597 100 12151 164 12129 12089 502 261 11587 110 11534 144 53 241 117 40 cat_boundaries=0 4 5 9 12 13 16 17 cat_threshold=513 606224 1080756480 32 612 0 16400 256 32 512 65536 524288 544 67125248 64 2164277248 1111 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=12 num_cat=2 split_feature=3 4 25 2 25 10 14 2 4 4 2 split_gain=14430.6 18269.5 15967.8 6667.36 5186.06 8490.7 7555.53 7109.46 2796.36 2781.5 11.7048 threshold=333.3454000000001 233.80500000000004 0 255.10500000000002 1 24.453750000000003 182.65800000000004 64.377100000000027 53.153000000000013 333.3454000000001 355.00000000000006 decision_type=2 2 9 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 8 7 -6 -4 -3 -5 right_child=-2 9 3 10 6 -7 -8 -9 -10 -11 -12 leaf_value=0.11474930228725556 0.21705477976029919 -0.11099722674914769 0.028625986311349647 0.11726096008134926 -0.00092696946944187278 -0.1486746938140304 0.17980282596919847 -0.086012957265431234 0.14848163044452667 -0.2532498558362325 0.1274636088176207 leaf_weight=114 31 28 729 23 12183 27 23 99 20 27 22 leaf_count=114 31 28 729 23 12183 27 23 99 20 27 22 internal_value=0 0.00104815 0.00180368 0.000734765 0.000317305 0.0252211 -0.00127268 -0.00161281 0.0318264 -0.18083 0.122249 internal_weight=0 13295 13240 13126 13081 776 12305 12282 749 55 45 internal_count=13326 13295 13240 13126 13081 776 12305 12282 749 55 45 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 67108865 598544 723968 32800 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=21 num_cat=6 split_feature=25 24 25 5 24 6 5 4 0 4 2 2 15 15 25 6 24 7 9 15 split_gain=9320.14 66072.7 91128.9 20860.7 21955 19938.6 14422.9 14384.7 14162.7 13628.4 12480 8520.29 7638.59 17451.5 12873.7 21801.2 8909.07 7999.64 6962.32 3007.52 threshold=0 1 2 8.3918550000000014 3 33.667500000000011 39.872500000000009 2.8373970000000006 39.071000000000012 25.164000000000005 53.073000000000015 233.80500000000004 32.879500000000014 48.836373000000002 4 223.36075000000002 5 198.34750000000003 197.74150000000003 118.09000000000002 decision_type=9 1 9 2 1 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 left_child=1 7 -3 4 8 10 -5 -1 9 -4 -6 12 14 -14 16 17 -2 18 -16 -15 right_child=11 2 3 6 5 -7 -8 -9 -10 -11 -12 -13 13 19 15 -17 -18 -19 -20 -21 leaf_value=0.23656062655463192 0.0046694953992430658 -0.27260656426372254 0.045000232869324364 0.3656126903665477 -0.022021011607620437 -0.2814097758099951 0.072710918664932248 -0.0411298554284232 0.33760531437397007 0.30890471799033031 0.23314007286727428 -0.17230534052026683 0.35267044734954839 -0.057091920765176898 -0.00042935144484502504 0.30779577887576559 -0.11743518193075263 0.16004591722642222 -0.15830588931483883 0.087271050038161102 leaf_weight=167 102 103 287 29 461 29 40 21 20 21 20 29 20 31 11684 23 153 31 28 27 leaf_count=167 102 103 287 29 461 29 40 21 20 21 20 29 20 31 11684 23 153 31 28 27 internal_value=0 0.028024 -0.00469503 0.0283703 0.0149217 -0.0262496 0.195815 0.195161 0.0773792 0.0629937 -0.0114114 -0.00110268 -0.000693235 0.0979472 -0.00133328 0.000220076 -0.0702602 -0.000382158 -0.000806789 0.0101115 internal_weight=0 1198 1010 907 838 510 69 188 328 308 481 12128 12099 78 12021 11766 255 11743 11712 58 internal_count=13326 1198 1010 907 838 510 69 188 328 308 481 12128 12099 78 12021 11766 255 11743 11712 58 cat_boundaries=0 4 5 9 10 13 14 cat_threshold=513 606272 1080756480 32 544 0 16384 2162944 32 2122 16384 0 50610176 796 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=12 num_cat=2 split_feature=3 4 25 26 5 9 25 10 10 9 4 split_gain=14065.5 17963 15998.2 14719.4 8025.75 7379.35 6492.65 11631.5 8503.39 3139.6 2727.98 threshold=333.3454000000001 233.80500000000004 0 2022.5000000000002 280.57800000000003 155.50120000000001 1 170.05500000000004 211.12500000000003 223.50400000000005 333.3454000000001 decision_type=2 2 9 2 2 2 9 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -8 -7 -3 right_child=-2 10 4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=0.018979253099590053 0.21427838889821882 -0.11016681918076106 0.024091808926750974 0.24680039000961018 0.16141353014976748 -0.21038453380266828 -0.002069772592321841 -0.21873678195476534 0.19471780609000813 -0.056528882864448758 -0.25104424847496881 leaf_weight=61 31 28 1439 53 31 21 11557 20 22 36 27 leaf_count=61 31 28 1439 53 31 21 11557 20 22 36 27 internal_value=0 0.00102165 0.00177082 0.114824 0.000700937 0.000321015 0.000817365 0.0206218 -0.00169441 -0.113213 -0.179325 internal_weight=0 13295 13240 114 13126 13095 13038 1459 11579 57 55 internal_count=13326 13295 13240 114 13126 13095 13038 1459 11579 57 55 cat_boundaries=0 3 7 cat_threshold=0 16384 6291712 71303681 2148082200 1074465792 32800 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=10 num_cat=1 split_feature=3 4 25 6 0 9 0 4 7 split_gain=13785.6 17605.5 15679.8 11836 9139.86 5638.9 7082.73 2673.7 2409.81 threshold=333.3454000000001 233.80500000000004 0 316.3010000000001 355.00000000000006 39.071000000000012 181.87500000000003 333.3454000000001 11.567500000000003 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 -3 -7 right_child=-2 7 3 -5 -6 8 -8 -9 -10 leaf_value=0.11367558905434225 0.21213559819806008 -0.10906515189579555 0.0008042496898465997 0.22734534077022386 -0.20815812247140067 -0.041549960898190012 0.10388814128712932 -0.24853380971484715 -0.14587847321121783 leaf_weight=114 31 28 12865 23 21 123 67 27 27 leaf_count=114 31 28 12865 23 21 123 67 27 27 internal_value=0 0.00101143 0.00175311 0.000693928 0.000296611 0.000631235 0.00133832 -0.177532 -0.0603291 internal_weight=0 13295 13240 13126 13103 13082 12932 55 150 internal_count=13326 13295 13240 13126 13103 13082 12932 55 150 cat_boundaries=0 3 cat_threshold=0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=13 num_cat=7 split_feature=3 8 25 24 25 25 6 5 25 24 9 25 split_gain=13280.2 21584.6 15222.8 88404.6 53886.8 32632.6 22982.2 13599.4 11755.6 26428.6 11353.9 4639.66 threshold=365.72000000000008 312.55000000000013 0 1 2 3 316.3010000000001 335.87040000000007 4 5 223.50400000000005 6 decision_type=2 2 9 1 9 9 2 2 9 1 2 9 left_child=1 2 3 4 -1 11 7 8 9 -4 -10 -5 right_child=-2 -3 6 5 -6 -7 -8 -9 10 -11 -12 -13 leaf_value=0.037405441131661922 -0.2562293805778027 0.32199333190917967 0.037219380826950074 0.074465929312365398 0.3417876271868861 -0.16140046836880895 0.33747002696990969 -0.26234040331840514 -0.00047431561754625318 -0.17184183284403787 0.20112434304186277 -0.014621675949515278 leaf_weight=126 20 21 115 102 119 144 20 20 12296 116 28 121 leaf_count=126 20 21 115 102 119 144 20 20 12296 116 28 121 internal_value=0 0.00164884 0.00113948 0.0494322 0.192854 -0.0488884 -0.00124536 -0.00178506 -0.00137 -0.070538 -1.62724e-05 0.027574 internal_weight=0 13228 13207 612 245 367 12595 12575 12555 231 12324 223 internal_count=13248 13228 13207 612 245 367 12595 12575 12555 231 12324 223 cat_boundaries=0 4 5 9 13 16 17 21 cat_threshold=67108864 540688 1126187264 33280 2609 67108864 524304 0 512 0 524304 16777216 33280 16384 64 655360 1182 0 16 0 33280 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=16 num_cat=2 split_feature=3 25 4 1 0 9 5 7 25 4 15 2 3 1 26 split_gain=13016 14496.7 36252.4 27833 24995.1 22318.2 14000.4 13440.2 8383.78 10437.5 8442.31 5830.55 1174.07 1079.63 289.223 threshold=365.72000000000008 0 233.80500000000004 199.12500000000003 217.36500000000004 223.50400000000005 11.144600000000002 1.2399500000000001 1 216.24000000000004 23.944000000000003 263.60184000000004 4.2990000000000004 29.855500000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 13 10 11 -10 -12 14 -3 right_child=-2 5 -4 -5 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 leaf_value=0.12505831045916913 -0.25366708660125731 -0.056964457422737189 -0.36745365715026856 -0.22056833130307496 -0.23927076712898587 0.24461095616624165 -0.098190149068832402 -0.10472156206766764 0.0003382688614182705 0.16108921974897386 -0.073773098235621171 -0.17054342651367185 -0.15892943561077119 0.009505777835845948 -0.079927162585234399 leaf_weight=445 20 123 20 32 23 37 34 27 12203 40 85 20 20 20 99 leaf_count=445 20 123 20 32 23 37 34 27 12203 40 85 20 20 20 99 internal_value=0 0.00163344 0.0500415 0.0658174 0.0831413 -0.000629486 0.0977964 0.111914 -0.00134956 -0.000184901 -0.000708329 5.86621e-05 -0.0899934 -0.0584496 -0.0672046 internal_weight=0 13228 581 561 529 12647 506 472 12610 12368 12328 12223 105 242 222 internal_count=13248 13228 581 561 529 12647 506 472 12610 12368 12328 12223 105 242 222 cat_boundaries=0 4 7 cat_threshold=67108864 16400 1130381568 33312 16384 64 655360 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=16 num_cat=7 split_feature=3 8 25 24 26 25 13 26 24 26 24 25 25 13 26 split_gain=12757 21093.3 14842.4 179575 44719.6 8761.32 8143.28 7570.86 7505.8 8138.24 7447.46 34397.6 25856.8 6516.48 28.2294 threshold=365.72000000000008 312.55000000000013 0 1 2022.5000000000002 2 92.932500000000019 2022.5000000000002 3 2022.5000000000002 4 5 6 214.15000000000003 2022.5000000000002 decision_type=2 2 9 1 2 9 2 2 1 2 1 9 9 2 2 left_child=1 2 3 4 -1 8 10 -5 9 -4 11 -7 -12 -8 -10 right_child=-2 -3 5 7 -6 6 13 -9 14 -11 12 -13 -14 -15 -16 leaf_value=0.19465022226549544 -0.25113042342662811 0.31829463595435736 0.095237618374327815 -0.11759425238288682 0.60741624942192662 0.091600247376235358 0.25224352753680684 -0.2784829012973834 -0.12747006832469593 -0.084511798957608783 -0.0622359418618268 0.0010042979382854024 0.00019988289699622436 0.019008746242523192 -0.13790736163149075 leaf_weight=53 20 21 48 58 52 462 23 59 55 53 715 3753 7802 25 49 leaf_count=53 20 21 48 58 52 462 23 59 55 53 715 3753 7802 25 49 internal_value=0 0.0016171 0.00111356 0.0803929 0.364366 -0.000303524 0.000760886 -0.183078 -0.0636095 0.000831354 0.000271357 0.0111277 -0.00510843 0.130767 -0.120775 internal_weight=0 13228 13207 222 105 12985 12780 117 205 101 12732 4215 8517 48 104 internal_count=13248 13228 13207 222 105 12985 12780 117 205 101 12732 4215 8517 48 104 cat_boundaries=0 4 5 8 9 10 13 17 cat_threshold=0 0 52429056 32768 697 16384 2097152 655360 2886 3078 67109393 80 1073741824 67109377 80 1077952512 512 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=10 num_cat=2 split_feature=3 8 25 26 6 25 6 3 26 split_gain=12503.1 20673.5 14591.6 24087.9 10712.9 11736.2 8680.04 11067.4 66.8478 threshold=365.72000000000008 312.55000000000013 0 2022.5000000000002 316.3010000000001 1 228.18750000000003 216.24000000000004 2022.5000000000002 decision_type=2 2 9 2 2 9 2 2 2 left_child=1 2 3 -1 5 8 7 -7 -4 right_child=-2 -3 4 -5 -6 6 -8 -9 -10 leaf_value=-0.023022965527417366 -0.24861911579221488 0.31511173793247765 -0.073114684109294087 0.27170841093416565 0.21117335597674053 0.00079593979345381856 -0.16621941607565649 0.16739441391825677 -0.084759579430023838 leaf_weight=57 20 21 109 54 24 12802 31 40 90 leaf_count=57 20 21 109 54 24 12802 31 40 90 internal_value=0 0.00160116 0.00110266 0.110413 9.17819e-05 -0.000295691 0.000910704 0.00131486 -0.0746309 internal_weight=0 13228 13207 111 13096 13072 12873 12842 199 internal_count=13248 13228 13207 111 13096 13072 12873 12842 199 cat_boundaries=0 4 7 cat_threshold=0 0 35651840 32768 0 64 655360 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=9 num_cat=0 split_feature=3 8 0 4 8 13 4 8 split_gain=12254.3 20262.1 8645.34 12581.6 8942.23 10368.6 8969.97 525.06 threshold=365.72000000000008 312.55000000000013 355.00000000000006 285.62500000000006 162.18600000000004 123.84500000000003 216.24000000000004 231.40000000000003 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=0.0015659555257800729 -0.24613292116299271 0.3119605999901181 -0.1684734795888265 -0.19974444408570566 -0.105701785406162 0.1696212537868603 0.16664351116527212 -0.17230399703979493 leaf_weight=13027 20 21 30 31 29 37 33 20 leaf_count=13027 20 21 30 31 29 37 33 20 internal_value=0 0.00158515 0.00109163 0.00147768 0.00195219 0.00245666 0.00198307 -0.132886 internal_weight=0 13228 13207 13177 13146 13097 13060 49 internal_count=13248 13228 13207 13177 13146 13097 13060 49 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=11 num_cat=0 split_feature=6 4 8 6 0 1 20 8 8 1 split_gain=17545.2 11459.1 16244 22554 10534.9 9339.98 8020.47 2888.62 169.938 2.94249 threshold=365.72000000000008 333.3454000000001 162.18600000000004 223.36075000000002 355.00000000000006 263.60184000000004 20.904000000000003 269.79925000000003 218.62500000000003 365.72000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 -7 right_child=-2 -3 7 -5 -6 9 -8 -9 -10 -11 leaf_value=-0.0007038854677464772 -0.2900017649786813 0.1944940627415975 -0.12090463254762733 0.23674600927904249 -0.19839732558638962 -0.14690132444813139 0.11817768017450968 -0.23273361983122648 -0.082029068022966389 -0.15219507047108241 leaf_weight=12971 21 30 23 40 27 21 57 27 22 21 leaf_count=12971 21 30 23 40 27 21 57 27 22 21 internal_value=0 -0.000724852 -0.00116823 -0.000347254 -0.00107137 -0.000663733 -0.000183756 -0.150962 -0.101899 -0.149548 internal_weight=0 13239 13209 13137 13097 13070 13028 72 45 42 internal_count=13260 13239 13209 13137 13097 13070 13028 72 45 42 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=11 num_cat=2 split_feature=25 4 8 25 15 6 15 6 26 26 split_gain=18006.7 20769.6 19609.1 15037.3 8868.92 12476.7 9035.95 2375.13 1424.93 751.94 threshold=0 333.3454000000001 269.79925000000003 1 129.58650000000003 223.36075000000002 32.879500000000014 269.79925000000003 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=-0.068608209980824564 0.089824477914306852 0.28267904336635885 -0.28581581036249798 -0.0015471188119760609 -0.17252211165428161 0.24030202275230772 0.1246408423685812 0.098503270331356266 -0.12141326202286613 0.14049386066617445 leaf_weight=97 54 26 24 12752 30 21 57 27 108 64 leaf_count=97 54 26 24 12752 30 21 57 27 108 64 internal_value=0 0.000324389 -0.000238815 0.000288202 -0.000782668 -0.000382546 -0.000985583 0.16054 -0.0919425 0.108142 internal_weight=0 13055 13029 13005 12887 12857 12809 48 205 118 internal_count=13260 13055 13029 13005 12887 12857 12809 48 205 118 cat_boundaries=0 4 8 cat_threshold=16384 2097152 2097152 32768 0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=10 num_cat=2 split_feature=25 4 8 25 2 15 6 26 26 split_gain=17648.4 20356.3 19218.9 14738.1 10212.3 8649.29 10362.9 1396.57 736.977 threshold=0 333.3454000000001 269.79925000000003 1 279.07800000000003 129.58650000000003 223.36075000000002 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=-0.06792212756715485 0.088926232998017912 0.27985225439071654 -0.28295764525731404 -0.0013288730025874228 0.18666969896904356 -0.17079689240455628 0.15240167281505737 -0.12019912664537076 0.13908894268330188 leaf_weight=97 54 26 24 12784 29 30 44 108 64 leaf_count=97 54 26 24 12784 29 30 44 108 64 internal_value=0 0.000321145 -0.000236426 0.00028532 -0.000774841 -0.00119821 -0.000801578 -0.091023 0.10706 internal_weight=0 13055 13029 13005 12887 12858 12828 205 118 internal_count=13260 13055 13029 13005 12887 12858 12828 205 118 cat_boundaries=0 4 8 cat_threshold=16384 2097152 2097152 32768 0 16384 34078976 32 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=11 num_cat=3 split_feature=6 25 4 8 6 25 25 6 26 26 split_gain=17349.4 16630.1 25658.4 18886.1 16165.5 17642 6636.29 2457.69 1579.12 1231.57 threshold=365.72000000000008 0 333.3454000000001 269.79925000000003 223.36075000000002 1 2 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 9 9 2 2 2 left_child=1 9 3 4 5 8 -7 -6 -3 -1 right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11 leaf_value=-0.067242905527314878 -0.28835071223122732 0.12858418055779333 0.32740648061037064 -0.28012808163960773 0.1131500385403633 -0.025428560759963748 0.0007232095786953804 0.26472202342489493 0.070590651752715255 -0.11666540874753679 leaf_weight=97 21 91 24 24 20 1048 11710 23 97 105 leaf_count=97 21 91 24 24 20 1048 11710 23 97 105 internal_value=0 -0.000692279 0.000736364 0.000134449 0.000652295 9.35058e-06 -0.00144325 0.194223 0.0936791 -0.0885492 internal_weight=0 13239 13037 13013 12989 12946 12758 43 188 202 internal_count=13260 13239 13037 13013 12989 12946 12758 43 188 202 cat_boundaries=0 4 8 12 cat_threshold=16384 2097152 2097152 32768 0 16384 50331904 32 201326601 64 2151940096 512 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=11 num_cat=2 split_feature=6 25 4 8 6 25 2 6 26 26 split_gain=17004.2 16299.1 25147.8 18510.3 15843.9 17291 9024.9 2408.78 1547.69 1207.06 threshold=365.72000000000008 0 333.3454000000001 269.79925000000003 223.36075000000002 1 255.10500000000002 255.10500000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 9 2 2 2 2 left_child=1 9 3 4 5 8 -7 -6 -3 -1 right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11 leaf_value=-0.066570477209908441 -0.28546720391228086 0.12729834281235605 0.32413243591785429 -0.27732679843902591 0.11201853239536286 -0.0018584397154834584 0.16372872134727062 0.2620748106552207 0.069884753517576101 -0.11549875677199591 leaf_weight=97 21 91 24 24 20 12725 33 23 97 105 leaf_count=97 21 91 24 24 20 12725 33 23 97 105 internal_value=0 -0.000685543 0.000728811 0.000132915 0.000645582 9.06633e-06 -0.00142901 0.192281 0.0927423 -0.0876637 internal_weight=0 13239 13037 13013 12989 12946 12758 43 188 202 internal_count=13260 13239 13037 13013 12989 12946 12758 43 188 202 cat_boundaries=0 4 8 cat_threshold=16384 2097152 2097152 32768 0 16384 50331904 32 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=12 num_cat=3 split_feature=25 25 26 4 4 15 15 25 15 26 15 split_gain=50666.9 16536.2 23172.3 10801.8 17837.2 7854.49 28635.9 8505.22 2142.49 1157.86 1102.05 threshold=0 1 2022.5000000000002 365.72000000000008 238.08750000000003 33.729000000000013 27.749250000000004 2 46.655499999999996 2022.5000000000002 129.58650000000003 decision_type=9 9 2 2 2 2 2 9 2 2 2 left_child=9 2 -2 4 5 6 7 -3 -7 -1 -10 right_child=1 3 -4 -5 -6 8 -8 -9 10 -11 -12 leaf_value=-0.19957437071306952 -0.015225712759420276 -0.029124321060763833 0.27510309007432726 -0.22785093625386554 0.25589141033313895 -0.18854508721828458 0.36818993528683985 0.00098997275752485967 -0.032337097290903331 -0.1489518681105147 -0.11650737724133901 leaf_weight=87 56 1008 54 21 27 20 21 11911 35 94 28 leaf_count=87 56 1008 54 21 27 20 21 11911 35 94 28 internal_value=0 -0.000163209 0.116691 -0.00123506 -0.000871337 -0.00140367 -0.000781693 -0.00138146 -0.0983724 -0.164212 -0.0697461 internal_weight=0 13181 110 13071 13050 13023 12940 12919 83 181 63 internal_count=13362 13181 110 13071 13050 13023 12940 12919 83 181 63 cat_boundaries=0 3 7 10 cat_threshold=0 16400 524288 0 0 1107296512 32 138412544 65536 17121280 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=8 num_cat=2 split_feature=25 25 9 3 0 4 10 split_gain=49658.5 16207.2 12746.7 16965.7 11155.2 14112.8 8157.67 threshold=0 1 289.96890000000008 333.3454000000001 355.00000000000006 285.62500000000006 149.68000000000004 decision_type=9 9 2 2 2 2 2 left_child=-1 -2 3 4 5 6 -3 right_child=1 2 -4 -5 -6 -7 -8 leaf_value=-0.16256964114011893 0.11552414745814167 1.6461330499604315e-06 -0.253485942363739 0.26479518406093122 -0.22136139247728431 -0.233684983253479 -0.13340433823025744 leaf_weight=181 110 12932 20 24 23 26 46 leaf_count=181 110 12932 20 24 23 26 46 internal_value=0 -0.00016179 -0.00122292 -0.000837281 -0.00132666 -0.00093749 -0.000471206 internal_weight=0 13181 13071 13051 13027 13004 12978 internal_count=13362 13181 13071 13051 13027 13004 12978 cat_boundaries=0 3 7 cat_threshold=0 16400 524288 0 0 1107296512 32 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=10 num_cat=3 split_feature=25 25 26 9 3 0 4 25 26 split_gain=48722.3 15911.1 22711.2 12493.1 16628.1 10933.2 13831.9 8033.21 1134.82 threshold=0 1 2022.5000000000002 289.96890000000008 333.3454000000001 355.00000000000006 285.62500000000006 2 2022.5000000000002 decision_type=9 9 2 2 2 2 2 9 2 left_child=8 2 -2 4 5 6 7 -3 -1 right_child=1 3 -4 -5 -6 -7 -8 -9 -10 leaf_value=-0.19595292727152508 -0.016228690440101282 0.067222451910462694 0.27119682172934217 -0.25095107662677768 0.26214722139139968 -0.21914778004521909 -0.23134813308715821 -0.0013788415882378803 -0.14583665586056863 leaf_weight=87 56 163 54 20 24 23 26 12815 94 leaf_count=87 56 163 54 20 24 23 26 12815 94 internal_value=0 -0.000159296 0.114465 -0.00121069 -0.000828908 -0.0013134 -0.000928115 -0.000466494 -0.161029 internal_weight=0 13181 110 13071 13051 13027 13004 12978 181 internal_count=13362 13181 110 13071 13051 13027 13004 12978 181 cat_boundaries=0 3 7 11 cat_threshold=0 16400 524288 0 0 1107296512 32 67108864 0 6291456 32768 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=10 num_cat=2 split_feature=25 25 26 9 3 0 4 10 26 split_gain=47753.1 15594.4 22259.2 12244.5 16297.2 10715.7 13556.7 8003.35 1112.23 threshold=0 1 2022.5000000000002 289.96890000000008 333.3454000000001 355.00000000000006 285.62500000000006 149.68000000000004 2022.5000000000002 decision_type=9 9 2 2 2 2 2 2 2 left_child=8 2 -2 4 5 6 7 -3 -1 right_child=1 3 -4 -5 -6 -7 -8 -9 -10 leaf_value=-0.19399339664941548 -0.016066405032096165 7.0365594430887674e-06 0.26848484279932799 -0.24844156670570375 0.25952575355768204 -0.21695630612580671 -0.22903465041747459 -0.1321310727233472 -0.14437828850655005 leaf_weight=87 56 12932 54 20 24 23 26 46 94 leaf_count=87 56 12932 54 20 24 23 26 46 94 internal_value=0 -0.000157204 0.113321 -0.00119808 -0.000820114 -0.00129976 -0.000918328 -0.000461322 -0.159419 internal_weight=0 13181 110 13071 13051 13027 13004 12978 181 internal_count=13362 13181 110 13071 13051 13027 13004 12978 181 cat_boundaries=0 3 7 cat_threshold=0 16400 524288 0 0 1107296512 32 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=11 num_cat=4 split_feature=25 25 7 4 0 0 25 24 10 0 split_gain=46802.8 15284 10548.7 9909.83 6749.32 12966.2 11289.5 18895.8 6695.8 4537.07 threshold=0 1 355.00000000000006 365.72000000000008 176.53925000000004 365.72000000000008 2 3 149.68000000000004 220.33000000000001 decision_type=9 9 2 2 2 2 9 1 2 2 left_child=-1 -2 3 4 6 9 7 -3 -8 -6 right_child=1 2 -4 -5 5 -7 8 -9 -10 -11 leaf_value=-0.15782458114842471 0.11218731150838236 0.0090040986301570102 0.21278267777484394 -0.21862118493942986 0.25977371406555178 -0.13162750425792877 0.0014926422825351179 -0.072287442333892823 -0.14335650544613601 0.09036412675366845 leaf_weight=181 110 570 23 21 25 21 11770 566 32 43 leaf_count=181 110 570 23 21 25 21 11770 566 32 43 internal_value=0 -0.000155632 -0.0011861 -0.00156418 -0.00121428 0.085571 -0.00181127 -0.0317759 0.00109897 0.152647 internal_weight=0 13181 13071 13048 13027 89 12938 1136 11802 68 internal_count=13362 13181 13071 13048 13027 89 12938 1136 11802 68 cat_boundaries=0 3 7 10 11 cat_threshold=0 16400 524288 0 0 1107296512 32 134218240 65600 2147958784 795 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=15 num_cat=5 split_feature=6 25 10 25 24 25 26 26 0 8 16 24 6 26 split_gain=15187.6 11545.6 12820.8 10650.5 94729.7 75067.9 30346.9 15435.8 14970.7 9899.82 7105.94 7040.08 2938.97 1086.25 threshold=228.18750000000003 0 267.13384000000002 1 2 3 2022.5000000000002 2022.5000000000002 6.3720000000000008 246.67500000000004 192.44922000000003 4 344.25000000000006 2022.5000000000002 decision_type=2 9 2 9 1 9 2 2 2 2 2 1 2 2 left_child=1 13 3 4 6 7 -3 -6 -7 10 11 -5 -2 -1 right_child=12 2 -4 9 5 8 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.11789676908760856 -0.21994685658637217 0.15418553346395494 0.23264463543891908 -0.0099692711795792213 -0.14191438176802226 0.089946943726308556 0.47938463667847891 -0.3767079272067973 -0.18326306819915772 0.21148516481572929 0.18751424069702627 0.0051787494399921294 -0.078710389228967531 -0.063343844462747448 leaf_weight=73 34 60 24 5246 56 227 55 56 22 22 20 7361 26 73 leaf_count=73 34 60 24 5246 56 227 55 56 22 22 20 7361 26 73 internal_value=0 0.000713843 0.00172666 0.00130572 0.047244 -0.034115 0.284938 -0.238056 0.0632671 -0.000459986 -0.000829622 -0.00112841 -0.158744 -0.0848113 internal_weight=0 13295 13149 13125 476 361 115 112 249 12649 12627 12607 60 146 internal_count=13355 13295 13149 13125 476 361 115 112 249 12649 12627 12607 60 146 cat_boundaries=0 4 8 9 12 13 cat_threshold=0 65536 1107296256 32768 67109120 16448 3014912 512 545 0 16384 2490624 2728 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=16 num_cat=4 split_feature=6 25 10 25 24 25 26 26 0 8 2 2 6 26 2 split_gain=14885.4 11315.8 12565.7 10438.6 92844.6 73574 29743 15128.7 14672.8 9702.81 9439.54 10304.4 2880.48 1064.63 939.476 threshold=228.18750000000003 0 267.13384000000002 1 2 3 2022.5000000000002 2022.5000000000002 6.3720000000000008 246.67500000000004 176.53925000000004 68.310000000000016 344.25000000000006 2022.5000000000002 285.62500000000006 decision_type=2 9 2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 13 3 4 6 7 -3 -6 -7 10 11 -5 -2 -1 -12 right_child=12 2 -4 9 5 8 -8 -9 -10 -11 14 -13 -14 -15 -16 leaf_value=-0.11671780140024343 -0.2177473865887698 0.15264368581771851 0.23031818846861524 -0.00088164729023178245 -0.14049523787839074 0.089047471487049487 0.47459076640822673 -0.37294084604430411 -0.18143042997880415 0.20937031724236227 -0.16278488847187589 0.12940602826290443 -0.077923289629129269 -0.062710408568382267 -0.07686866133660078 leaf_weight=73 34 60 24 12511 56 227 55 56 22 22 35 61 26 73 20 leaf_count=73 34 60 24 12511 56 227 55 56 22 22 35 61 26 73 20 internal_value=0 0.000706668 0.00170936 0.00129263 0.0467716 -0.0337739 0.282089 -0.235676 0.0626344 -0.000455425 -0.000821364 -0.000249485 -0.157157 -0.0839632 -0.131543 internal_weight=0 13295 13149 13125 476 361 115 112 249 12649 12627 12572 60 146 55 internal_count=13355 13295 13149 13125 476 361 115 112 249 12649 12627 12572 60 146 55 cat_boundaries=0 4 8 9 12 cat_threshold=0 65536 1107296256 32768 67109120 16448 3014912 512 545 0 16384 2490624 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=15 num_cat=5 split_feature=6 17 25 24 25 0 24 8 0 0 25 0 14 6 split_gain=14589.2 11089.5 12026 88913.4 71809.1 13901.2 17830.6 10294.9 11705.7 13046.5 8234.76 8098.77 8041.99 2823.16 threshold=228.18750000000003 192.82422000000003 0 1 2 6.3720000000000008 3 246.67500000000004 176.53925000000004 217.36500000000004 4 315.60100000000006 154.53000000000006 344.25000000000006 decision_type=2 2 9 1 9 2 1 2 2 2 9 2 2 2 left_child=1 2 3 -1 -5 6 -6 8 10 -10 -4 -11 -12 -2 right_child=13 -3 7 4 5 -7 -8 -9 9 11 12 -13 -14 -15 leaf_value=0.27781817339536713 -0.2155699155874112 -0.2345963020324707 -0.086176745724418885 -0.23032147374034914 -0.013707293229443687 -0.16697679644045621 0.16379874984569409 0.21532857808199798 0.31447489976882936 -0.057348022216132714 -0.0014944865577436925 0.19105677468436105 0.19436051726341247 -0.077144055183117205 leaf_weight=117 34 20 105 111 102 23 126 22 24 35 12568 21 21 26 leaf_count=117 34 20 105 111 102 23 126 22 24 35 12568 21 21 26 internal_value=0 0.000699602 0.0010541 0.0497238 -0.0294837 0.0647546 0.0909711 -0.000806015 -0.00117888 0.119405 -0.00193883 0.0358038 -0.00116685 -0.155585 internal_weight=0 13295 13275 479 362 251 228 12796 12774 80 12694 56 12589 60 internal_count=13355 13295 13275 479 362 251 228 12796 12774 80 12694 56 12589 60 cat_boundaries=0 4 5 8 9 13 cat_threshold=67109120 16448 3014912 512 545 0 16384 2490624 1100 0 65536 1073741824 32768 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=15 num_cat=4 split_feature=6 17 25 24 25 26 25 8 10 7 26 6 26 26 split_gain=14299 10868.9 11671.6 108552 25794.1 24625.2 10292.8 17097.4 14244.4 7691.34 6778.43 2766.98 1404.02 427.766 threshold=228.18750000000003 192.82422000000003 0 1 2 2022.5000000000002 3 246.67500000000004 211.12500000000003 211.12500000000003 2022.5000000000002 344.25000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 13 -1 12 8 9 -8 -6 -2 -4 -5 right_child=11 -3 6 4 10 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.17661111105056038 -0.21341421804883901 -0.23225033867359163 -0.14063408361962781 0.046878144843503833 -0.11665446074008942 0.46347282589527605 -0.001085351118732907 0.29248491340875626 0.21397401104050301 0.13609986160586521 -0.27897000875113148 -0.07637260785469642 -0.06749625952738636 0.0097119326194127394 leaf_weight=63 34 20 52 64 50 57 12731 20 31 41 53 26 53 60 leaf_count=63 34 20 52 64 50 57 12731 20 31 41 53 26 53 60 internal_value=0 0.000693444 0.00104439 0.0574488 -0.0718785 0.288803 -0.000513595 0.000330818 -0.000125308 -0.000644966 -0.182461 -0.15403 -0.094698 0.0267382 internal_weight=0 13295 13275 347 227 120 12928 12823 12803 12772 103 60 105 124 internal_count=13355 13295 13275 347 227 120 12928 12823 12803 12772 103 60 105 124 cat_boundaries=0 4 5 9 13 cat_threshold=67108864 16448 2228480 512 2594 0 64 131072 512 0 0 1107361792 32768 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=15 num_cat=4 split_feature=6 17 25 24 25 26 25 8 10 2 26 6 26 26 split_gain=14014.4 10652.6 11439.4 106392 25280.8 24135.1 10087.9 16757.2 14014.6 9407.16 6643.54 2711.92 1376.08 419.253 threshold=228.18750000000003 192.82422000000003 0 1 2 2022.5000000000002 3 246.67500000000004 267.13384000000002 176.53925000000004 2022.5000000000002 344.25000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 5 13 -1 12 8 9 -8 -6 -2 -4 -5 right_child=11 -3 6 4 10 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.17484499946473137 -0.21128007271710567 -0.22992784166336058 -0.13922774237365676 0.04640936678275466 -0.11548791725635528 0.45883813100948673 3.622655393036861e-05 0.28956005573272708 0.26438222074508666 -0.1287182109711463 -0.27618031452286917 -0.07560888602183416 -0.066821302557891274 0.0096148163874944046 leaf_weight=63 34 20 52 64 50 57 12726 20 20 57 53 26 53 60 leaf_count=63 34 20 52 64 50 57 12726 20 20 57 53 26 53 60 internal_value=0 0.000686509 0.00103395 0.0568744 -0.0711598 0.285915 -0.000508459 0.000327509 -0.000124055 -0.000537896 -0.180637 -0.152489 -0.0937511 0.0264708 internal_weight=0 13295 13275 347 227 120 12928 12823 12803 12783 103 60 105 124 internal_count=13355 13295 13275 347 227 120 12928 12823 12803 12783 103 60 105 124 cat_boundaries=0 4 5 9 13 cat_threshold=67108864 16448 2228480 512 2594 0 64 131072 512 0 0 1107361792 32768 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=27 num_cat=9 split_feature=25 24 5 25 26 0 5 25 26 15 15 1 25 25 24 26 26 24 26 1 8 5 25 0 15 26 split_gain=15556.5 39066.4 29752.1 28598.4 53508.2 51574.8 26360.9 14471.2 14428.6 13007.4 12938 12147.3 9722.8 8521.67 50882.9 21748.5 18184 8159.68 4673.66 4492.25 3288.85 3029.52 2938.77 2447.78 2430.39 115.685 threshold=0 1 39.872500000000009 2 2022.5000000000002 105.004 38.528000000000006 3 2022.5000000000002 32.879500000000014 48.836373000000002 11.982500000000002 4 5 6 2022.5000000000002 2022.5000000000002 7 2022.5000000000002 233.80500000000004 148.98750000000004 217.36500000000004 8 8.0855000000000015 118.09000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 2 2 2 2 9 9 1 2 2 1 2 2 2 2 9 2 2 2 left_child=1 2 3 5 -5 11 7 8 -3 13 -11 17 23 14 15 -2 -16 -1 -14 20 21 22 -15 25 -12 -9 right_child=9 6 -4 4 -6 -7 -8 12 -10 10 24 -13 18 19 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.1138764562345531 -0.0096599259073772131 -0.049083148230766434 -0.21494018907900209 0.079077450720990289 0.51344740808010103 0.55346262977236793 0.32345918927873885 -0.018879015523454418 0.17595554851444573 0.34736301267147063 -0.019255182682894743 -0.14641584380980463 -0.087348856148687579 0.017161660163551952 -0.044021214227827773 0.25310026880294556 -0.21135869358012926 0.0048364475028577197 -0.20263708951313106 0.15010957923531532 0.098320436565315014 -0.11741190699013798 -0.0014212015545704421 -0.12289447762749411 0.11002163471597615 -0.0027463436403939892 leaf_weight=136 63 58 27 61 53 21 21 92 56 20 26 31 74 914 126 63 134 143 67 20 34 22 10765 22 33 86 leaf_count=136 63 58 27 61 53 21 21 92 56 20 26 31 74 914 126 63 134 143 67 20 34 22 10765 22 33 86 internal_value=0 0.0415083 0.105151 0.126935 0.258358 0.0717002 -0.0224648 -0.0389243 0.0565055 -0.000339224 0.127561 0.0413776 -0.0704195 -0.00117174 -0.046798 0.11277 -0.12544 0.0622435 -0.132719 0.000365997 0.0001111 -0.00017427 4.65731e-05 -0.0222702 0.0530522 -0.0110846 internal_weight=0 948 472 445 114 331 476 455 114 12220 79 310 341 12141 386 126 260 279 141 11755 11735 11701 11679 200 59 178 internal_count=13168 948 472 445 114 331 476 455 114 12220 79 310 341 12141 386 126 260 279 141 11755 11735 11701 11679 200 59 178 cat_boundaries=0 4 5 9 12 13 16 17 18 21 cat_threshold=67109376 32784 2150252800 32800 3808 67109376 32768 2147483648 32 0 32784 2228224 512 0 64 1128269824 2074 3104 16393 2148092552 328704 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=27 num_cat=9 split_feature=25 24 5 25 26 0 5 3 25 26 1 25 24 25 15 15 24 26 6 3 25 0 26 26 15 26 split_gain=15255.9 38303.8 29164.6 28016.3 52443.4 50540.8 25836.3 22408 14183.2 14141.5 11910.5 10502.9 48965.6 9529.32 8631.46 15265.7 8008.39 4580.66 4480.71 3825.98 5595.2 2399.07 2131.14 1840.26 802.068 113.383 threshold=0 1 39.872500000000009 2 2022.5000000000002 105.004 38.528000000000006 344.25000000000006 3 2022.5000000000002 11.982500000000002 4 5 6 32.879500000000014 48.836373000000002 7 2022.5000000000002 223.36075000000002 177.71725000000004 8 8.0855000000000015 2022.5000000000002 2022.5000000000002 118.09000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 9 2 2 9 1 9 2 2 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 -5 10 8 11 9 -3 16 12 23 21 18 -16 -1 -15 19 20 -13 25 -14 -2 -17 -10 right_child=7 6 -4 4 -6 -7 -8 -9 13 -11 -12 14 22 17 15 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.11281568920775635 0.04733088050897305 -0.048592317304734525 -0.21279078854454889 0.078286677227645624 0.5083129475139222 0.54792799631754552 0.3202245907556443 0.33411403116583827 -0.018690225067345991 0.17419599696195551 -0.14495168232148692 -0.067968420975587585 -0.18650544344054329 -0.086475367244030987 0.34388938987255097 -0.019062631108726448 0.004791248550796821 -0.20061071977686529 -0.13681392025823394 0.11671709537506103 0.00038143418409709742 -0.12166553388942372 -0.27856373065396361 0.13187273899714153 0.057426749138996522 -0.0027188799270363739 leaf_weight=136 52 58 27 61 53 21 21 20 92 56 31 111 45 74 20 26 143 67 24 28 11757 22 57 51 29 86 leaf_count=136 52 58 27 61 53 21 21 20 92 56 31 111 45 74 20 26 143 67 24 28 11757 22 57 51 29 86 internal_value=0 0.0411056 0.104124 0.125693 0.255775 0.071018 -0.0222402 -0.000335703 -0.038535 0.0559405 0.0410021 -0.000884256 -0.0701589 -0.0697153 0.000357871 0.1073 0.0616636 -0.131391 -0.000314706 -3.93211e-05 -0.000314783 -0.0220475 -0.216704 0.0812984 0.0212681 -0.0109737 internal_weight=0 948 472 445 114 331 476 12220 455 114 310 12200 205 341 11995 75 279 141 11920 11896 11868 200 102 103 55 178 internal_count=13168 948 472 445 114 331 476 12220 455 114 310 12200 205 341 11995 75 279 141 11920 11896 11868 200 102 103 55 178 cat_boundaries=0 4 5 9 12 15 16 17 18 21 cat_threshold=67109376 32784 2150252800 32800 3808 67109376 32768 2147483648 32 0 32784 2228224 0 64 1077936128 3214 512 3104 0 0 16777216 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=31 num_cat=8 split_feature=25 24 25 25 24 2 6 4 13 4 8 1 25 1 1 1 26 26 25 24 13 26 19 0 26 26 26 26 0 26 split_gain=15013.9 24745.6 47625.6 33178.8 34594.1 16999.6 15830.2 14172.8 22285 22862.4 21208 13802.1 11740 16353 11678.5 10710.3 13157.6 7963.04 7147.86 9983.6 5996.42 4554.98 2870.55 2441.94 2315.81 1915.23 1890.96 1702.07 960.61 194.732 threshold=0 1 2 3 4 230.65000000000003 5.3195730000000001 28.757500000000004 44.59575000000001 31.673250000000003 16.923000000000002 31.872000000000003 5 22.196000000000005 231.75000000000003 2.822397 2022.5000000000002 2022.5000000000002 6 7 92.932500000000019 2022.5000000000002 54.601700000000001 93.825000000000017 2022.5000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 33.525000000000013 2022.5000000000002 decision_type=9 1 9 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 24 4 29 7 15 12 9 -9 17 18 13 21 -13 16 -4 -11 25 26 22 -2 23 -14 -1 -5 -20 -6 -21 -3 right_child=5 3 6 11 27 -7 -8 8 -10 10 -12 14 20 -15 -16 -17 -18 -19 19 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.036733531570225429 -0.052611697713534043 0.26056547983637396 0.14469481609598564 -0.078310146817454587 -0.061867207602730824 -0.25145873475957797 -0.077543266713619233 0.34501532575358518 0.39560992813110352 0.066345102569413575 0.32014651773869995 0.2448729052851277 0.00010789364623972598 0.19888873779773711 -0.065071263670921323 -0.0028746975385225736 0.29081775675394705 -0.074188206706728252 -0.0040135716543429432 -0.068897529806821581 -0.15506382484436035 -0.14600690439482716 0.10922848954796792 -0.059997697831953273 -0.12769173342531379 -0.14919407275815805 0.056178910070200372 0.016453282938762144 -0.14183247947692873 0.23393741636945489 leaf_weight=57 102 53 137 81 56 27 24 23 20 63 20 31 11306 20 20 26 112 112 108 186 25 107 24 68 55 72 101 55 20 57 leaf_count=57 102 53 137 81 56 27 24 23 20 63 20 31 11306 20 20 26 112 112 108 186 25 107 24 68 55 72 101 55 20 57 internal_value=0 0.0354643 0.0981999 0.0039745 0.106428 -0.000821222 0.163298 -0.000252761 0.0761393 0.04683 0.0116594 -0.0337145 -0.00181312 -0.0711772 0.123326 0.190255 0.210421 -0.0235962 -0.0484086 -0.0244964 -0.000359933 -0.100426 -2.0926e-05 -0.00025145 -0.0747283 -0.104817 0.0239297 -0.021154 -0.0724611 0.226203 internal_weight=0 1251 411 840 221 11917 299 11890 238 218 195 619 11652 229 51 275 249 175 568 415 11423 209 11398 11374 112 153 209 111 206 110 internal_count=13168 1251 411 840 221 11917 299 11890 238 218 195 619 11652 229 51 275 249 175 568 415 11423 209 11398 11374 112 153 209 111 206 110 cat_boundaries=0 4 5 8 12 13 16 19 20 cat_threshold=67109376 557200 2167357696 32800 1632 67108864 32768 17563648 67108864 32768 17432576 32768 2193 256 64 1077938176 0 16 2147483904 267 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=19 num_cat=3 split_feature=25 3 4 6 6 10 8 25 26 13 2 4 4 13 1 25 6 8 split_gain=14715.1 21464.7 19443.6 16553.9 24772.6 20476.5 17865.9 18717.1 62693 10656.1 9801 10548.4 19149.4 18603.3 10215.1 17770.2 1019.76 549.488 threshold=0 285.62500000000006 272.07425000000006 223.36075000000002 2.8373970000000006 41.645000000000003 1.26895 1 2022.5000000000002 23.944000000000003 228.18750000000003 28.757500000000004 31.673250000000003 14.418750000000001 255.10500000000002 2 32.012640000000005 36.685000000000009 decision_type=9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 left_child=3 2 10 4 5 6 7 8 -1 -9 11 14 -13 -14 15 -2 -6 -8 right_child=1 -3 -4 -5 16 -7 17 9 -10 -11 -12 12 13 -15 -16 -17 -18 -19 leaf_value=-0.041371154015262916 -0.1188627869399019 0.31861221682457697 -0.31291369473934177 0.30727615399794145 -0.11808402487525234 0.329946278433005 -0.18585169124603274 0.023589453731288273 0.43808105045557022 0.24618590105663646 -0.19479528945225938 0.34156516380932017 0.0029292647308007832 0.32506271287053823 0.20020958691835403 -0.00083483680135833672 -0.19987936380931309 -0.11942464275793596 leaf_weight=60 119 21 20 22 27 24 20 958 50 22 26 23 173 20 25 11490 35 33 leaf_count=60 119 21 20 22 27 24 20 958 50 22 26 23 173 20 25 11490 35 33 internal_value=0 -0.000813009 -0.00137757 0.0351096 0.0305233 0.0408717 0.0348019 0.0435198 0.161848 0.0282978 -0.000852926 -0.000427398 0.0688149 0.036311 -0.00171297 -0.00214781 -0.164259 -0.144491 internal_weight=0 11917 11896 1251 1229 1167 1143 1090 110 980 11876 11850 216 193 11634 11609 62 53 internal_count=13168 11917 11896 1251 1229 1167 1143 1090 110 980 11876 11850 216 193 11634 11609 62 53 cat_boundaries=0 4 8 10 cat_threshold=67109376 557200 2167357696 32800 0 0 2638080 32768 0 64 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=10 num_cat=0 split_feature=3 4 0 9 4 4 13 8 11 split_gain=12430.7 17477.8 10229.6 8296.99 8569.12 20848.8 23575.5 17528.6 8378.76 threshold=333.3454000000001 285.62500000000006 355.00000000000006 279.07800000000003 28.757500000000004 31.112000000000005 20.130000000000006 274.22475000000003 170.05500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -7 8 -1 right_child=-2 -3 -4 -5 5 6 -8 -9 -10 leaf_value=0.0031530766564748874 0.18816591520276332 -0.23507420109164329 -0.199438330078125 -0.19557279825210572 0.36198664767401562 0.0042488474478679043 0.36258170299232007 -0.27362515988557234 -0.13832224658557349 leaf_weight=12725 36 31 25 21 21 224 20 23 42 leaf_count=12725 36 31 25 21 21 224 20 23 42 internal_value=0 0.00208992 0.0026511 0.00303748 0.00335696 0.0596419 0.0336204 0.00219077 0.00268766 internal_weight=0 13132 13101 13076 13055 265 244 12790 12767 internal_count=13168 13132 13101 13076 13055 265 244 12790 12767 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=12 num_cat=2 split_feature=25 3 3 3 5 8 9 25 5 5 26 split_gain=35294.1 16171.1 8276.54 10879.4 10315.2 16868.8 9192.62 12480.1 6340.11 3063.82 1154.53 threshold=0 344.25000000000006 189.44922000000003 233.80500000000004 176.53925000000004 274.22475000000003 273.29900000000004 1 228.56250000000003 285.62500000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 left_child=10 2 4 -4 5 6 7 -2 -6 -10 -1 right_child=1 -3 3 -5 8 -7 -8 -9 9 -11 -12 leaf_value=-0.12069421009342561 0.076446447431758685 0.24448884897761874 -0.30186503932589576 -0.012374056647805607 0.26085286834023214 -0.27731098435141827 -0.20922216330255783 -0.0010984974606014959 -0.038732126295566556 0.1210548308690389 -0.17192186682830365 leaf_weight=87 201 27 21 34 22 22 21 12662 20 30 89 leaf_count=87 201 27 21 34 22 22 21 12662 20 30 89 internal_value=0 1.16767e-05 -0.000494789 -0.122907 2.39867e-05 -0.000641908 -0.000169483 0.000171814 0.119386 0.05714 -0.138717 internal_weight=0 13060 13033 55 12978 12906 12884 12863 72 50 176 internal_count=13236 13060 13033 55 12978 12906 12884 12863 72 50 176 cat_boundaries=0 3 7 cat_threshold=0 524288 33685760 0 16384 1080623104 32800 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=13 num_cat=4 split_feature=25 3 3 3 15 25 24 25 17 2 26 26 split_gain=34592 15849.2 8111.91 10662.9 8143.38 7752.07 51429.7 41607.4 10654.7 5956.03 1131.56 667.667 threshold=0 344.25000000000006 189.44922000000003 233.80500000000004 250.05000000000004 1 2 3 95.142500000000013 174.00000000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 9 1 9 2 2 2 2 left_child=10 2 4 -4 5 6 11 -8 9 -7 -1 -2 right_child=1 -3 3 -5 -6 8 7 -9 -10 -11 -12 -13 leaf_value=-0.11948726659876177 0.17147409699429042 0.24204395929972333 -0.29884639149620418 -0.012250318632406347 -0.20160444599390029 -0.0017963776101016665 -0.17170387957331745 0.023869707808836543 0.21798688460480084 -0.10426201676067554 -0.17020264908420235 0.21112068844128803 leaf_weight=87 87 27 21 34 20 11905 119 685 22 57 89 83 leaf_count=87 87 27 21 34 20 11905 119 685 22 57 89 83 internal_value=0 1.21365e-05 -0.000489263 -0.121678 2.43275e-05 0.000335531 0.027318 -0.0068309 -0.0018787 -0.00228464 -0.13733 0.180229 internal_weight=0 13060 13033 55 12978 12958 974 804 11984 11962 176 170 internal_count=13236 13060 13033 55 12978 12958 974 804 11984 11962 176 170 cat_boundaries=0 3 7 8 12 cat_threshold=0 524288 33685760 4194824 16896 1097664512 544 33 0 16384 2424832 32 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=12 num_cat=3 split_feature=25 5 8 7 7 25 26 26 5 25 5 split_gain=33030.2 13237.5 12003.2 12876.2 10239.7 10175 11947.8 9117.3 6442.18 6140.73 1240.02 threshold=0 176.53925000000004 274.22475000000003 280.57800000000003 178.65425000000002 1 2022.5000000000002 2022.5000000000002 228.56250000000003 2 335.87040000000007 decision_type=9 2 2 2 2 9 2 2 2 9 2 left_child=7 2 3 4 5 6 -2 -1 -3 -7 -10 right_child=1 8 -4 -5 -6 9 -8 -9 10 -11 -12 leaf_value=-0.067767844179905556 0.13606560789793729 0.28266449292500812 -0.22414331912994384 0.23609925042028013 -0.17938136307988317 -0.026569783001777099 -0.0062593627130163136 -0.20779317948126025 0.12685748462875684 0.00042089259441894519 0.028067617416381835 leaf_weight=93 120 21 24 23 32 898 116 93 24 11765 27 leaf_count=93 120 21 24 23 32 898 116 93 24 11765 27 internal_value=0 3.68632e-05 -0.000713278 -0.000299327 -0.000719803 -0.000276577 0.0634219 -0.130751 0.135255 -0.00151261 0.074557 internal_weight=0 13050 12978 12954 12931 12899 236 186 72 12663 51 internal_count=13236 13050 12978 12954 12931 12899 236 186 72 12663 51 cat_boundaries=0 3 7 11 cat_threshold=0 16 33685760 256 16384 1076690944 32768 134217728 2629824 2147501056 4194304 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=9 num_cat=2 split_feature=25 3 15 6 6 6 25 26 split_gain=33548.8 15541.1 7922.11 9402.74 10157.5 13002.6 9014.55 1081.43 threshold=0 344.25000000000006 250.05000000000004 316.3010000000001 228.18750000000003 169.68000000000004 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=-0.11784829522386707 -0.045208301997191572 0.23968758976017987 -0.19934804224967956 0.21125891640072778 -0.21047726142665613 0.23741567077155673 0.00099548057030951248 -0.16742775310123903 leaf_weight=87 427 27 20 21 23 23 12519 89 leaf_count=87 427 27 20 21 23 23 12519 89 internal_value=0 1.96613e-05 -0.000476835 -0.000171185 -0.000512936 -0.000140573 -0.000562618 -0.135236 internal_weight=0 13060 13033 13013 12992 12969 12946 176 internal_count=13236 13060 13033 13013 12992 12969 12946 176 cat_boundaries=0 3 6 cat_threshold=0 524288 33685760 67108864 8384 2147501056 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=14 num_cat=5 split_feature=25 4 8 26 6 25 24 25 3 25 26 6 26 split_gain=32090.2 18012.1 12333.2 8892.04 8522.93 11563.7 153334 41608 7156.05 6214.07 2251.99 907.872 679.805 threshold=0 344.25000000000006 274.22475000000003 2022.5000000000002 223.36075000000002 1 2 3 109.45500000000001 4 2022.5000000000002 280.57800000000003 2022.5000000000002 decision_type=9 2 2 2 2 9 1 9 2 9 2 2 2 left_child=3 2 4 -1 5 6 12 -8 9 -7 -10 -6 -2 right_child=1 -3 -4 -5 11 8 7 -9 10 -11 -12 -13 -14 leaf_value=-0.066652831190055425 0.42547191632877701 0.25340582191944122 -0.22239536056518558 -0.20493753238390852 0.18242517635226249 -0.031746665731963754 -0.21290147017264943 0.026139158493641651 -0.021274801564216614 -3.455217509019163e-05 -0.13713505272771798 0.095444720347722375 0.37397171580543126 leaf_weight=93 55 28 25 93 20 642 109 188 25 11829 51 30 48 leaf_count=93 55 28 25 93 20 642 109 188 25 11829 51 30 48 internal_value=0 4.6367e-05 -0.000498373 -0.128867 -7.15493e-05 -0.000574787 0.0516875 -0.0656668 -0.00228029 -0.00169256 -0.0990231 0.130237 0.365943 internal_weight=0 13050 13022 186 12997 12947 400 297 12547 12471 76 50 103 internal_count=13236 13050 13022 186 12997 12947 400 297 12547 12471 76 50 103 cat_boundaries=0 3 7 8 12 16 cat_threshold=0 16 33685760 256 16384 1097664512 32768 161 0 16384 2689024 32768 67108864 2629824 2147501056 4194304 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=16 num_cat=3 split_feature=25 26 0 25 24 6 1 7 13 26 7 6 6 26 6 split_gain=15986.5 33344 15526.7 18087.5 42775.1 9394.12 8540.72 7141.52 6645.23 4427 2411.13 1121.19 1921.6 608.674 108.614 threshold=0 2022.5000000000002 338.28750000000008 1 2 113.47200000000001 272.07425000000006 211.12500000000003 214.15000000000003 2022.5000000000002 269.79925000000003 228.18750000000003 344.25000000000006 2022.5000000000002 156.16500000000005 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 13 6 7 8 -5 -6 -9 14 -13 -2 -7 right_child=2 -3 -4 5 9 11 -8 10 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.047857650721551112 0.091002721555771368 0.30856385822479543 0.23018931783478835 0.0013949339431018112 -0.13642417002425475 -0.082681451790034777 -0.15493146996838705 0.21254185760021208 -0.16180133991241455 -0.23848527722849563 0.05726358997821808 -0.18814981907606126 -0.058824540972709657 0.046131995643599558 -0.0523895473315798 leaf_weight=53 62 52 29 12749 85 20 35 20 25 85 20 27 20 59 29 leaf_count=53 62 52 29 12749 85 20 35 20 25 85 20 27 20 59 29 internal_value=0 0.117468 -0.000944997 -0.00145212 -0.0780842 0.000330608 0.0010672 0.0014933 0.00107554 -0.177041 0.134903 -0.0982236 -0.133118 0.063847 -0.0647536 internal_weight=0 105 13265 13236 291 12945 12849 12814 12774 170 40 96 47 121 49 internal_count=13370 105 13265 13236 291 12945 12849 12814 12774 170 40 96 47 121 49 cat_boundaries=0 3 7 8 cat_threshold=16384 0 33571072 67108864 64 524288 512 3352 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=14 num_cat=2 split_feature=25 26 0 25 6 1 7 13 7 26 6 6 6 split_gain=15668.4 32680.5 15217.7 17751.7 10263.2 8710.09 6475.89 6489.26 2739.93 1688.72 1249.45 2186.05 145.088 threshold=0 2022.5000000000002 338.28750000000008 1 113.47200000000001 272.07425000000006 211.12500000000003 214.15000000000003 269.79925000000003 2022.5000000000002 228.18750000000003 344.25000000000006 156.16500000000005 decision_type=9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 5 6 7 -5 -8 -2 12 -12 -6 right_child=2 -3 -4 4 10 -7 8 -9 -10 -11 11 -13 -14 leaf_value=-0.047379073577247695 -0.072469564423612923 0.30547826349735263 0.22788741999659046 0.0010851961539335676 -0.087161899739432905 -0.15459137308100859 0.21041643118858339 -0.16018332653045655 0.046871658989361353 -0.13356786129179965 -0.19512169969933374 -0.058236292719841008 -0.052890569120645527 leaf_weight=53 92 52 29 12854 21 36 20 25 21 89 28 20 30 leaf_count=53 92 52 29 12854 21 36 20 25 21 89 28 20 30 internal_value=0 0.116294 -0.000935547 -0.0014376 -3.62325e-05 0.000738798 0.00117161 0.000772151 0.12665 -0.0971452 -0.101467 -0.138086 -0.0670023 internal_weight=0 105 13265 13236 13055 12956 12920 12879 41 181 99 48 51 internal_count=13370 105 13265 13236 13055 12956 12920 12879 41 181 99 48 51 cat_boundaries=0 3 6 cat_threshold=16384 0 33571072 0 64 524288 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=16 num_cat=3 split_feature=25 26 0 25 6 6 1 7 13 25 26 26 6 6 6 split_gain=15356.6 32030.1 14914.9 17442.2 14012.2 9021.64 8207.99 7578.76 6385.95 5235.5 2610.48 2591.01 1313.55 1843.3 113.402 threshold=0 2022.5000000000002 338.28750000000008 1 11.177000000000001 100.59300000000002 272.07425000000006 211.12500000000003 214.15000000000003 2 2022.5000000000002 2022.5000000000002 228.18750000000003 344.25000000000006 176.53925000000004 decision_type=9 2 2 9 2 2 2 2 2 9 2 2 2 2 2 left_child=1 -1 3 4 9 6 7 8 -5 11 -11 -2 14 -14 -7 right_child=2 -3 -4 5 -6 12 -8 -9 -10 10 -12 -13 13 -15 -16 leaf_value=-0.046905279180632448 0.014041021477092398 0.30242344228120949 0.2256085524065741 0.0013995393888386499 0.17612133961915968 -0.05055186692534424 -0.15183624371460505 0.14070031803387861 -0.15858149261474611 -0.10123693367297 -0.18042575297476371 -0.085952548704357173 -0.18431710455152725 -0.057653928518295289 -0.079596681546419856 leaf_weight=53 55 52 29 12738 20 41 35 39 25 88 79 49 27 20 20 leaf_count=53 55 52 29 12738 20 41 35 39 25 88 79 49 27 20 20 internal_value=0 0.115131 -0.000926191 -0.00142323 -0.076676 0.000327413 0.00109339 0.00151149 0.00108617 -0.098162 -0.130861 -0.0301703 -0.090687 -0.130418 -0.0600748 internal_weight=0 105 13265 13236 291 12945 12837 12802 12763 271 167 104 108 47 61 internal_count=13370 105 13265 13236 291 12945 12837 12802 12763 271 167 104 108 47 61 cat_boundaries=0 3 7 11 cat_threshold=16384 0 33571072 67108864 64 524288 512 67108864 0 0 512 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=13 num_cat=3 split_feature=25 26 0 25 24 1 0 0 0 7 26 26 split_gain=15051 31392.7 14618.1 17095.1 41882.5 8250.14 6945.15 13708.3 12601.5 7151.01 4252.35 571.642 threshold=0 2022.5000000000002 338.28750000000008 1 2 272.07425000000006 241.78314000000003 176.53925000000004 217.36500000000004 211.12500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 11 6 7 9 -9 -5 -6 -2 right_child=2 -3 -4 5 10 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.046436227063806554 0.090950307538432459 0.29939923896239357 0.22335246480744458 4.9144109524104354e-05 -0.13403376357695637 -0.14878613064417967 -0.16920206248760225 0.34657279448075728 0.004100811296985263 0.1323267059936756 -0.23406145315179053 0.047465980416637354 leaf_weight=53 62 52 29 12800 85 37 24 22 21 41 85 59 leaf_count=53 62 52 29 12800 85 37 24 22 21 41 85 59 internal_value=0 0.113979 -0.000916929 -0.001409 -0.0759092 0.000324139 0.000751806 0.00106839 0.179319 0.000471493 -0.173823 0.064423 internal_weight=0 105 13265 13236 291 12945 12908 12884 43 12841 170 121 internal_count=13370 105 13265 13236 291 12945 12908 12884 43 12841 170 121 cat_boundaries=0 3 7 8 cat_threshold=16384 0 33571072 67108864 64 524288 512 3352 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=13 num_cat=3 split_feature=25 26 0 25 24 1 0 0 0 7 26 26 split_gain=14751.5 30768 14327.2 16754.9 41049 8085.96 6806.94 13435.5 12350.8 7008.7 4167.73 560.266 threshold=0 2022.5000000000002 338.28750000000008 1 2 272.07425000000006 241.78314000000003 176.53925000000004 217.36500000000004 211.12500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 left_child=1 -1 3 4 11 6 7 9 -9 -5 -6 -2 right_child=2 -3 -4 5 10 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.045971861298916478 0.090040806608815346 0.29640521407127379 0.22111893916952199 4.8652787784885727e-05 -0.13269342675279167 -0.14729826530290616 -0.16751004328330357 0.34310708219354802 0.0040597995264189581 0.13100344046586898 -0.23172083875010996 0.046991307826365451 leaf_weight=53 62 52 29 12800 85 37 24 22 21 41 85 59 leaf_count=53 62 52 29 12800 85 37 24 22 21 41 85 59 internal_value=0 0.11284 -0.00090776 -0.00139491 -0.0751502 0.000320898 0.000744288 0.00105771 0.177526 0.000466778 -0.172085 0.0637788 internal_weight=0 105 13265 13236 291 12945 12908 12884 43 12841 170 121 internal_count=13370 105 13265 13236 291 12945 12908 12884 43 12841 170 121 cat_boundaries=0 3 7 8 cat_threshold=16384 0 33571072 67108864 64 524288 512 3352 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=18 num_cat=4 split_feature=3 3 0 25 24 26 2 25 25 14 2 0 0 26 26 0 26 split_gain=14900.6 46122.9 19654.6 21664.3 132196 32072.2 27641.7 27102.7 17564.4 10559.1 6532.6 6858.46 5143.08 2857.43 2046.31 981.99 881.651 threshold=376.61250000000007 285.62500000000006 140.32000000000002 0 1 2022.5000000000002 279.07800000000003 2 3 131.43000000000004 39.245000000000012 355.00000000000006 211.57500000000002 2022.5000000000002 2022.5000000000002 259.57500000000005 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 16 14 -10 11 12 -4 -9 -5 -14 -6 right_child=-2 -3 10 6 7 -7 -8 13 9 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.21552270657703523 -0.26424356596810478 0.47062154287383673 -0.14102839408382292 -0.063336057793010367 -0.1389382815361023 0.5501425498944742 0.3203160170934819 0.11826420061728535 0.0011839468380734691 0.22560622045149406 -0.28086163248334611 -0.21274595856666564 -0.017989665038055845 0.012917800064270313 -0.12600386288430956 0.070928962748983637 -0.19130119546515045 leaf_weight=61 21 21 31 110 68 54 27 51 12590 21 21 32 27 52 99 23 61 leaf_count=61 21 21 31 110 68 54 27 51 12590 21 21 32 27 52 99 23 61 internal_value=0 0.00234042 0.00160258 0.00282639 0.0796656 0.342837 0.000688404 -0.0595619 1.57779e-05 0.00155642 -0.118897 -0.0887974 -0.0398301 0.0593204 -0.0887733 0.0229129 -0.151922 internal_weight=0 13349 13328 13194 347 115 12847 232 12820 12611 134 113 81 103 209 50 129 internal_count=13370 13349 13328 13194 347 115 12847 232 12820 12611 134 113 81 103 209 50 129 cat_boundaries=0 4 5 9 12 cat_threshold=256 49168 6357248 32800 612 0 16400 2097408 32 0 64 1074397184 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=12 num_cat=0 split_feature=3 3 0 4 2 3 2 0 0 6 0 split_gain=14604.1 45205 19263.5 15244.5 16306.5 9266.82 6402.6 6721.97 5040.73 4227.53 962.449 threshold=376.61250000000007 285.62500000000006 140.32000000000002 285.62500000000006 279.07800000000003 216.24000000000004 39.245000000000012 355.00000000000006 211.57500000000002 228.18750000000003 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 7 8 -4 -1 -10 right_child=-2 -3 6 -5 -6 -7 -8 -9 10 -11 -12 leaf_value=0.002677674624406622 -0.26160112701711202 0.46591533433823357 -0.13961810742655109 -0.22622499819459588 0.22201779505566638 0.18446468234062194 -0.27805301984151204 -0.2106185007095337 -0.01780976794384144 -0.095507822449911725 0.07021967742754065 leaf_weight=13059 21 21 31 29 34 28 21 32 27 44 23 leaf_count=13059 21 21 31 29 34 28 21 32 27 44 23 internal_value=0 0.00231702 0.00158656 0.00279813 0.00330262 0.0027363 -0.117708 -0.0879094 -0.0394318 0.00234797 0.0226838 internal_weight=0 13349 13328 13194 13165 13131 134 113 81 13103 50 internal_count=13370 13349 13328 13194 13165 13131 134 113 81 13103 50 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=18 num_cat=4 split_feature=3 3 0 25 24 26 2 25 25 14 2 0 0 26 26 0 26 split_gain=14313.5 44305.4 18880.1 21226 129574 31445.2 26745.7 26580.2 17205 10348.7 6275.19 6588.21 4940.42 2798.39 2001.65 943.296 867.051 threshold=376.61250000000007 285.62500000000006 140.32000000000002 0 1 2022.5000000000002 279.07800000000003 2 3 131.43000000000004 39.245000000000012 355.00000000000006 211.57500000000002 2022.5000000000002 2022.5000000000002 259.57500000000005 2022.5000000000002 decision_type=2 2 2 9 1 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 16 14 -10 11 12 -4 -9 -5 -14 -6 right_child=-2 -3 10 6 7 -7 -8 13 9 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=0.21330475903925347 -0.25898512357757209 0.46125617629005794 -0.13822192738133093 -0.062729472014037044 -0.13758515555028092 0.54463722010453541 0.31505867038612012 0.11705666357395696 0.0011483553557631186 0.22332338480012759 -0.27527248882112049 -0.20851231455802918 -0.017631673945320978 0.012804251817556529 -0.12470968071860497 0.069517480497774869 -0.18951271088396915 leaf_weight=61 21 21 31 110 68 54 27 51 12590 21 21 32 27 52 99 23 61 leaf_count=61 21 21 31 110 68 54 27 51 12590 21 21 32 27 52 99 23 61 internal_value=0 0.00229385 0.00157069 0.00277015 0.0788281 0.339376 0.000653937 -0.0590097 -7.7157e-06 0.00151712 -0.116531 -0.0870303 -0.0390374 0.0587231 -0.0878836 0.0224569 -0.150475 internal_weight=0 13349 13328 13194 347 115 12847 232 12820 12611 134 113 81 103 209 50 129 internal_count=13370 13349 13328 13194 347 115 12847 232 12820 12611 134 113 81 103 209 50 129 cat_boundaries=0 4 5 9 12 cat_threshold=256 49168 6357248 32800 612 0 16400 2097408 32 0 64 1074397184 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=17 num_cat=3 split_feature=25 10 0 25 24 26 1 6 26 6 0 26 26 0 0 26 split_gain=10341.7 10523.3 13881.3 21551.4 151070 48030.8 15344.4 10876.8 10168.1 9391.51 9295.48 5359.88 4343.7 3032.27 1081.27 2.61616 threshold=0 267.13384000000002 140.32000000000002 1 2 2022.5000000000002 207.80256000000003 228.18750000000003 2022.5000000000002 95.142500000000013 259.57500000000005 2022.5000000000002 2022.5000000000002 290.58750000000009 211.57500000000002 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 5 -2 7 9 10 -5 -4 -1 -8 14 -10 -6 right_child=1 -3 8 6 15 -7 12 -9 13 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.031480320950872019 0.18165433467444728 0.19298350120412891 -0.12124168590263085 0.00078966441458475935 -0.15790418830182817 0.59642186686677756 0.052803392127156262 -0.16592817968282944 -0.18528944036234979 0.13810964588820934 0.14923728078603746 -0.1711809574995401 0.23852915700744182 -0.27279481068901396 -0.092753903365560955 -0.16087476781436377 leaf_weight=57 59 29 27 12732 63 53 20 39 23 50 24 53 34 23 28 56 leaf_count=57 59 29 27 12732 63 53 20 39 23 50 24 53 34 23 28 56 internal_value=0 0.00269759 0.00228256 0.00328288 0.0969752 0.346951 0.00152537 0.000818056 -0.102599 0.00132683 0.00604253 -0.0905581 0.169742 -0.177474 -0.134486 -0.146953 internal_weight=0 13260 13231 13106 231 112 12875 12821 125 12782 51 110 54 74 51 119 internal_count=13370 13260 13231 13106 231 112 12875 12821 125 12782 51 110 54 74 51 119 cat_boundaries=0 3 7 8 cat_threshold=0 0 1074413568 0 16400 6291712 32 3684 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=13 num_cat=0 split_feature=3 3 0 4 2 3 2 0 0 3 15 0 split_gain=14078.1 43377 18184.6 15072.2 15678.6 8961.6 6111.94 6508.67 4805.86 4647.16 4329.42 916.635 threshold=376.61250000000007 285.62500000000006 140.32000000000002 285.62500000000006 279.07800000000003 177.71725000000004 39.245000000000012 355.00000000000006 211.57500000000002 228.18750000000003 32.879500000000014 259.57500000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 7 8 -4 -7 -1 -10 right_child=-2 -3 6 -5 -6 9 -8 -9 11 -11 -12 -13 leaf_value=0.0016924378522363882 -0.25686848822094144 0.45638091848010109 -0.135376101539981 -0.22501068205669009 0.21767934798317798 0.23784036437670392 -0.27103140876406717 -0.20600038766860962 -0.01641856211203116 0.038922800810440729 0.072070801737506629 0.069490188619364859 leaf_weight=12996 21 21 31 29 34 24 21 32 27 23 88 23 leaf_count=12996 21 21 31 29 34 24 21 32 27 23 88 23 internal_value=0 0.00225298 0.00153744 0.00271459 0.00321623 0.00266092 -0.114368 -0.085254 -0.0375517 0.140498 0.00216579 0.0230995 internal_weight=0 13349 13328 13194 13165 13131 134 113 81 47 13084 50 internal_count=13370 13349 13328 13194 13165 13131 134 113 81 47 13084 50 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=10 num_cat=2 split_feature=4 4 8 25 6 5 25 26 5 split_gain=38372 25767.4 19691.4 13802.8 17116.3 14906.8 10079.1 9829.32 2841.3 threshold=365.72000000000008 279.07800000000003 274.22475000000003 0 316.3010000000001 189.44922000000003 1 2022.5000000000002 242.42064000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 7 5 6 -5 -1 -7 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 leaf_value=-0.011710124207394463 -0.42774459123611452 0.3500661196027483 -0.29284534454345706 0.063167546264827248 0.29354233407974245 -0.24271852016448975 0.0002751961155612077 -0.16094392573250638 -0.10299507695575093 leaf_weight=84 21 21 23 250 20 22 12800 93 43 leaf_count=84 21 21 23 250 20 22 12800 93 43 internal_value=0 5.35778e-05 -0.000497623 7.48495e-06 0.00122108 0.000776228 0.00152865 -0.0853018 -0.150286 internal_weight=0 13356 13335 13312 13135 13115 13050 177 65 internal_count=13377 13356 13335 13312 13135 13115 13050 177 65 cat_boundaries=0 3 7 cat_threshold=0 16384 21037056 16384 0 36307200 33312 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=11 num_cat=2 split_feature=4 4 25 6 5 14 25 5 26 5 split_gain=37608.5 25254.5 14383.8 11494.2 13873.2 10140.9 10448.6 3134.34 1068.5 378.601 threshold=365.72000000000008 279.07800000000003 0 316.3010000000001 189.44922000000003 115.96500000000002 1 250.05000000000004 2022.5000000000002 299.07650000000007 decision_type=2 2 9 2 2 2 9 2 2 2 left_child=1 2 8 4 5 6 -4 -6 -1 -9 right_child=-2 -3 3 -5 7 -7 -8 9 -10 -11 leaf_value=-0.066733228557565236 -0.42346713963009064 0.34656545548211959 0.055135914780578367 0.22914310628717599 -0.22971764124356786 -0.17397104025790186 5.4220317204570342e-05 -0.057916796803474425 -0.11533330025232356 -0.11944737195968629 leaf_weight=89 21 21 344 22 26 33 12689 20 92 20 leaf_count=89 21 21 344 22 26 33 12689 20 92 20 internal_value=0 5.3517e-05 -0.000492171 0.000758646 0.000376612 0.00110712 0.00155042 -0.144242 -0.0866488 -0.0886821 internal_weight=0 13356 13335 13154 13132 13066 13033 66 181 40 internal_count=13377 13356 13335 13154 13132 13066 13033 66 181 40 cat_boundaries=0 3 7 cat_threshold=0 16384 18939904 0 65552 34210048 33312 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=10 num_cat=2 split_feature=4 4 8 25 6 5 25 26 5 split_gain=36860.2 24751.9 19269.3 13308.7 16531.4 14332.2 9832.12 9586 2732.1 threshold=365.72000000000008 279.07800000000003 274.22475000000003 0 316.3010000000001 189.44922000000003 1 2022.5000000000002 242.42064000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 7 5 6 -5 -1 -7 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 leaf_value=-0.011052905306929635 -0.41923247507640293 0.34309981119065058 -0.28968431804491124 0.085466008978909352 0.28848770427703857 -0.23799415588378905 0.00060679474181100663 -0.15842805308680383 -0.1009818225683168 leaf_weight=84 21 21 23 128 20 22 12922 93 43 leaf_count=84 21 21 23 128 20 22 12922 93 43 internal_value=0 5.33952e-05 -0.000486835 1.28298e-05 0.00120449 0.000767311 0.00150509 -0.0837554 -0.147355 internal_weight=0 13356 13335 13312 13135 13115 13050 177 65 internal_count=13377 13356 13335 13312 13135 13115 13050 177 65 cat_boundaries=0 3 7 cat_threshold=0 16384 21037056 16384 0 655616 32768 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=11 num_cat=0 split_feature=4 4 8 10 3 2 4 2 2 3 split_gain=36126.8 24259.2 18886 8618.49 9621.23 12139.4 6217.13 4900.28 3314.3 3467.99 threshold=365.72000000000008 279.07800000000003 274.22475000000003 227.60400000000001 57.065000000000012 154.53520000000003 175.26000000000002 207.80256000000003 24.23535 233.80500000000004 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=0.0010084906686061506 -0.41504014679363799 0.33966879617600215 -0.28678748006406041 -0.15670141099180496 -0.088492004674659147 0.25307529029392062 -0.12544012447198233 0.077031685477122663 -0.19124818143390473 0.015335840803125632 leaf_weight=12979 21 21 23 35 107 21 39 64 21 46 leaf_count=12979 21 21 23 35 107 21 39 64 21 46 internal_value=0 5.35056e-05 -0.000481322 1.33479e-05 0.00042647 0.00140744 0.000629669 0.120525 -0.0734449 -0.0572758 internal_weight=0 13356 13335 13312 13277 13103 13018 85 174 153 internal_count=13377 13356 13335 13312 13277 13103 13018 85 174 153 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=10 num_cat=2 split_feature=4 4 8 25 6 5 25 26 5 split_gain=35407.9 23776.5 18510.1 13047.9 16203.5 14033.5 9676.46 9393.56 2669.66 threshold=365.72000000000008 279.07800000000003 274.22475000000003 0 316.3010000000001 189.44922000000003 1 2022.5000000000002 242.42064000000002 decision_type=2 2 2 9 2 2 9 2 2 left_child=1 2 3 7 5 6 -5 -1 -7 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 leaf_value=-0.010962542572191782 -0.41088975191116334 0.3362721297854469 -0.28391961470894195 0.061885505918699964 0.28561284685134886 -0.23540765263817526 0.00026222411921330722 -0.15685090759749054 -0.099970066478086081 leaf_weight=84 21 21 23 250 20 22 12800 93 43 leaf_count=84 21 21 23 250 20 22 12800 93 43 internal_value=0 5.29705e-05 -0.000476509 1.32144e-05 0.00119315 0.000760323 0.00149037 -0.0829304 -0.14581 internal_weight=0 13356 13335 13312 13135 13115 13050 177 65 internal_count=13377 13356 13335 13312 13135 13115 13050 177 65 cat_boundaries=0 3 7 cat_threshold=0 16384 21037056 16384 0 36307200 33312 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=11 num_cat=2 split_feature=10 8 25 1 25 5 3 26 26 26 split_gain=16759.1 21739.9 13606.6 14280.7 17871.6 6861.02 5708.66 5694.43 2150.47 368.814 threshold=267.13384000000002 274.22475000000003 0 238.08750000000003 1 285.62500000000006 263.60184000000004 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 2 2 left_child=1 2 9 4 7 6 -6 -4 -5 -1 right_child=-2 -3 3 8 5 -7 -8 -9 -10 -11 leaf_value=0.097870871615859695 0.27131960879201478 -0.28772987292363095 -0.039098987985486375 0.093718512956053018 0.001821973224258606 0.18239429576056346 -0.13404410756403401 -0.13369860484951832 0.22948519259292102 0.13436419850793377 leaf_weight=53 23 26 133 20 12807 21 31 122 28 58 leaf_count=53 23 26 133 20 12807 21 31 122 28 58 internal_value=0 0.00115022 0.0017161 0.000743811 0.000114193 0.00178793 0.0014939 -0.0811751 0.172916 0.107275 internal_weight=0 13299 13273 13162 13114 12859 12838 255 48 111 internal_count=13322 13299 13273 13162 13114 12859 12838 255 48 111 cat_boundaries=0 4 8 cat_threshold=0 16384 2228480 32768 16384 64 1107296256 32 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=8 num_cat=0 split_feature=3 3 6 6 18 13 11 split_gain=15826.3 20736.4 11088.1 19004.2 9494.88 7278.42 6413.28 threshold=365.72000000000008 272.07425000000006 365.72000000000008 223.36075000000002 92.932500000000019 238.56750000000002 38.841000000000015 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=0.0026290686585311094 -0.27270686813763212 0.31602195853278753 -0.21783802364183508 0.22522826615917055 -0.18605921282260507 -0.18007848609577526 -0.071116796395107484 leaf_weight=13051 21 21 23 38 27 22 119 leaf_count=13051 21 21 23 38 27 22 119 internal_value=0 0.00203358 0.00153706 0.00191766 0.00127572 0.00165914 0.00196272 internal_weight=0 13301 13280 13257 13219 13192 13170 internal_count=13322 13301 13280 13257 13219 13192 13170 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=8 num_cat=0 split_feature=10 8 7 3 18 13 13 split_gain=16370.9 21308.1 8599.07 14134.4 9368.14 8212.14 12196.2 threshold=267.13384000000002 274.22475000000003 280.57800000000003 263.60184000000004 92.932500000000019 238.56750000000002 92.932500000000019 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=0.0021813007006007542 0.26814609911130821 -0.2848732280731201 0.17996335806670011 -0.18877265784984981 -0.1841986214376434 -0.18652973299441131 0.22781420985857648 leaf_weight=13133 23 26 27 39 27 23 24 leaf_count=13133 23 26 27 39 27 23 24 internal_value=0 0.00112348 0.00168371 0.00132031 0.00188165 0.00226285 0.00259288 internal_weight=0 13299 13273 13246 13207 13180 13157 internal_count=13322 13299 13273 13246 13207 13180 13157 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=10 num_cat=2 split_feature=25 10 8 25 7 18 5 26 26 split_gain=16155.8 20307.7 15248.1 13129.2 15845.3 9048.35 10681.7 365.461 62.4903 threshold=0 267.13384000000002 274.22475000000003 1 280.57800000000003 92.932500000000019 285.62500000000006 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 2 left_child=8 2 3 7 5 6 -5 -2 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=-0.10726357885296382 0.096932046233483074 0.30626170581037349 -0.24964276830355328 0.0012102335458165168 0.26982795357704165 -0.181645629549468 0.20811391487121583 0.13325908808872616 -0.12123962508715116 leaf_weight=63 53 22 24 12963 22 27 25 58 65 leaf_count=63 53 22 24 12963 22 27 25 58 65 internal_value=0 0.00269128 0.0021863 0.00264598 0.0016803 0.00122833 0.00160849 0.106334 -0.106074 internal_weight=0 13194 13172 13148 13037 13015 12988 111 128 internal_count=13322 13194 13172 13148 13037 13015 12988 111 128 cat_boundaries=0 4 8 cat_threshold=16384 0 1107296256 32 0 16384 2228480 32768 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=12 num_cat=4 split_feature=25 10 3 14 25 24 4 2 24 26 26 split_gain=15834.3 19903.6 15150.3 10275.7 10999.1 186869 16268.4 12990 11419.5 882.391 61.2467 threshold=0 267.13384000000002 365.72000000000008 182.65800000000004 1 2 293.85000000000008 333.3454000000001 3 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 1 2 2 left_child=10 2 3 4 5 9 7 -6 -7 -2 -1 right_child=1 -3 -4 -5 6 8 -8 -9 -10 -11 -12 leaf_value=-0.10619094228697203 0.35984908593552456 0.30319911414926703 -0.27285665115714075 -0.19602151416815244 0.0005707295172263637 -0.025649886774130107 0.28640017146989705 0.25562381809949875 -0.17206222253687239 0.41381808557293631 -0.12002722784189077 leaf_weight=63 56 22 20 26 12727 111 20 20 126 66 65 leaf_count=63 56 22 20 26 12727 111 20 20 126 66 65 internal_value=0 0.00266437 0.00216443 0.00258265 0.00297605 0.0568007 0.00141693 0.000970907 -0.107304 0.359572 -0.105013 internal_weight=0 13194 13172 13152 13126 359 12767 12747 237 122 128 internal_count=13322 13194 13172 13152 13126 359 12767 12747 237 122 128 cat_boundaries=0 4 8 9 10 cat_threshold=16384 0 1107296256 32 0 16400 19529984 32768 673 1300 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=14 num_cat=3 split_feature=25 24 7 25 0 4 26 0 1 2 7 26 26 split_gain=17414 15311.9 12612.7 15719.9 14355.8 14114.7 11224.2 6376.99 5908.6 5444.29 4754.52 88.203 0.0287985 threshold=0 1 174.00000000000003 2 338.28750000000008 293.85000000000008 2022.5000000000002 73.929000000000016 238.08750000000003 65.452500000000015 239.51250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 11 3 6 5 7 -2 8 -5 -9 -4 -1 -3 right_child=2 12 10 4 -6 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=0.0034832918264117896 0.024590356725860726 -0.15626510282615563 0.23481534431720602 2.5846477283392411e-05 0.2300359415124964 -0.22506718049091951 0.21196667009784328 -0.04235093302823402 0.12026678571250381 -0.22158873414993288 0.064795356553636094 0.021661639139056207 -0.15654862283770718 leaf_weight=51 66 77 29 12663 27 28 62 111 41 20 38 56 67 leaf_count=51 66 77 29 12663 27 28 62 111 41 20 38 56 67 internal_value=0 -0.0809597 0.00153275 0.000829581 -0.000307396 -0.000791136 0.106992 -0.00030187 0.000413904 -0.0697155 0.138386 0.0118863 -0.146241 internal_weight=0 251 13085 13018 12890 12863 128 12835 12704 131 67 107 144 internal_count=13336 251 13085 13018 12890 12863 128 12835 12704 131 67 107 144 cat_boundaries=0 3 4 7 cat_threshold=67108864 0 1090535424 1308 0 16384 6422784 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=12 num_cat=0 split_feature=8 7 4 12 15 5 4 15 26 7 15 split_gain=15491.6 12977.1 10003.5 8501.39 8288.43 7660.94 8192.45 4228.87 2092.28 1714.24 932.442 threshold=274.22475000000003 211.12500000000003 233.80500000000004 262.77684000000005 27.749250000000004 280.57800000000003 166.68000000000004 46.655499999999996 2022.5000000000002 337.52040000000005 129.58650000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -4 -3 -9 right_child=-2 9 8 -5 7 -7 -8 10 -10 -11 -12 leaf_value=0.00068139657771889889 -0.2233650545920095 0.10985390944515958 -0.20457709706473079 -0.19600745558738708 -0.17399424195289612 0.16379482910550874 0.15844271840471211 -0.0061803555033273175 -0.083690825555382709 0.22476648171742755 -0.081000100393449112 leaf_weight=12999 31 34 22 22 37 29 33 36 41 21 31 leaf_count=12999 31 34 22 22 37 29 33 36 41 21 31 internal_value=0 0.000441623 -0.000194667 0.000405906 0.000734132 0.00144217 0.00108088 -0.0881854 -0.125905 0.15373 -0.0407984 internal_weight=0 13305 13250 13187 13165 13061 13032 104 63 55 67 internal_count=13336 13305 13250 13187 13165 13061 13032 104 63 55 67 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=13 num_cat=3 split_feature=25 24 7 25 0 4 26 3 14 7 26 26 split_gain=17059.5 15004.3 12193.7 15517.6 12423.5 15627.2 8699.91 8396.95 6581.11 4711.06 87.5711 0.0442395 threshold=0 1 174.00000000000003 2 338.28750000000008 293.85000000000008 2022.5000000000002 263.60184000000004 104.94300000000001 239.51250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 2 2 2 2 2 left_child=1 10 3 6 5 7 -2 8 -5 -4 -1 -3 right_child=2 11 9 4 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.0033977090932574929 0.035523024851625618 -0.1546418700589762 0.23206625247823781 0.0005426979449980957 0.2101131616319929 -0.23263106137000283 0.2011848388734411 -0.17020267099398992 -0.1312535929444589 0.062825053846953735 0.02151082769036293 -0.15499327135619834 leaf_weight=51 66 77 29 12767 28 29 61 29 38 38 56 67 leaf_count=51 66 77 29 12767 28 29 61 29 38 38 56 67 internal_value=0 -0.0801306 0.00151783 0.000826454 -0.000299048 -0.000757303 0.106692 -0.000233356 0.00015158 0.136079 0.0117768 -0.144753 internal_weight=0 251 13085 13018 12891 12863 127 12834 12805 67 107 144 internal_count=13336 251 13085 13018 12891 12863 127 12834 12805 67 107 144 cat_boundaries=0 3 4 7 cat_threshold=67108864 0 1090535424 1308 0 16384 35782912 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=13 num_cat=4 split_feature=25 24 8 25 3 6 5 25 3 26 26 26 split_gain=16720 14705.8 11358.2 19699.7 14689.2 11676 5740.49 4621.68 1505.25 104.124 85.8284 0.0433579 threshold=0 1 312.55000000000013 2 216.24000000000004 316.3010000000001 234.55500000000004 3 333.3454000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 2 2 2 2 left_child=1 10 3 9 5 6 7 -5 -6 -2 -1 -3 right_child=2 11 -4 4 8 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.0033637375749793709 0.12187679633727441 -0.1530954510205752 -0.22052461043648097 0.0078993718579630778 0.11959058324495951 0.23551853713535129 -0.12160868889246232 -0.0046013045678623228 0.22458238805898212 0.13999127141890988 0.021295723042317798 -0.15344333338203714 leaf_weight=51 65 77 23 4611 36 21 39 8206 22 62 56 67 leaf_count=51 65 77 23 4611 36 21 39 8206 22 62 56 67 internal_value=0 -0.0793293 0.00150266 0.00189476 0.000629425 -8.52816e-05 -0.000470135 -0.000101531 0.159415 0.121178 0.0116591 -0.143306 internal_weight=0 251 13085 13062 12935 12877 12856 12817 58 127 107 144 internal_count=13336 251 13085 13062 12935 12877 12856 12817 58 127 107 144 cat_boundaries=0 3 4 8 12 cat_threshold=67108864 0 1090535424 1308 0 16384 35651840 32768 2689089553 2303852696 2690582528 56627744 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=13 num_cat=4 split_feature=25 24 8 25 3 6 5 25 3 26 26 26 split_gain=16387.3 14413.1 11132.2 19307.7 14396.9 11443.6 5626.25 4529.87 1475.29 102.053 84.1205 0.0424954 threshold=0 1 312.55000000000013 2 216.24000000000004 316.3010000000001 234.55500000000004 3 333.3454000000001 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 1 2 9 2 2 2 9 2 2 2 2 left_child=1 10 3 9 5 6 7 -5 -6 -2 -1 -3 right_child=2 11 -4 4 8 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.0033300926200315064 0.12065801261021541 -0.15156449608988576 -0.21831936711850375 0.0078205491192606634 0.11839467909600999 0.2331633494013832 -0.12039260086340782 -0.0045553475096817252 0.22233656915751371 0.13859138058077905 0.021082765832543374 -0.15190890094237541 leaf_weight=51 65 77 23 4611 36 21 39 8206 22 62 56 67 leaf_count=51 65 77 23 4611 36 21 39 8206 22 62 56 67 internal_value=0 -0.078536 0.00148766 0.00187584 0.000623156 -8.44031e-05 -0.000465408 -0.00010049 0.157821 0.119967 0.0115425 -0.141872 internal_weight=0 251 13085 13062 12935 12877 12856 12817 58 127 107 144 internal_count=13336 251 13085 13062 12935 12877 12856 12817 58 127 107 144 cat_boundaries=0 3 4 8 12 cat_threshold=67108864 0 1090535424 1308 0 16384 35651840 32768 2689089553 2303852696 2690582528 56627744 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=12 num_cat=3 split_feature=25 12 3 25 13 25 6 26 4 13 26 split_gain=39809.8 16716.7 14458.5 13205.5 7119.7 7356.86 15499.2 6735.4 6076.49 1105.73 30.0819 threshold=0 207.80256000000003 333.3454000000001 1 86.239500000000007 2 29.757000000000005 2022.5000000000002 216.24000000000004 175.27925000000002 2022.5000000000002 decision_type=9 2 2 9 2 9 2 2 2 2 2 left_child=7 2 3 10 5 6 -5 -1 -7 -6 -2 right_child=1 -3 -4 4 9 8 -8 -9 -10 -11 -12 leaf_value=-0.12544028828728873 0.086322198302972886 -0.22154735772048725 0.25098141790732093 -0.057976897130781427 -0.16979910290759542 0.00020812430826654935 0.22108144865859125 -0.28563075890907874 0.12365928604453803 -0.076953013066587778 0.078555950225968105 leaf_weight=53 105 34 23 381 23 12413 21 52 40 29 95 leaf_count=53 105 34 23 381 23 12413 21 52 40 29 95 internal_value=0 -9.76983e-05 0.000475669 3.60846e-05 -0.00124283 -0.000771425 -0.0423458 -0.186966 0.000604174 -0.11802 0.0786983 internal_weight=0 13164 13130 13107 12907 12855 402 105 12453 52 200 internal_count=13269 13164 13130 13107 12907 12855 402 105 12453 52 200 cat_boundaries=0 3 7 10 cat_threshold=0 0 36175872 0 16384 1090519296 32 4194304 192 2147617792 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=12 num_cat=3 split_feature=25 12 3 25 13 25 6 26 4 13 26 split_gain=39017.6 16384.1 14170.8 12942.8 6978.02 7210.45 15190.7 6601.36 5955.57 1083.73 29.4834 threshold=0 207.80256000000003 333.3454000000001 1 86.239500000000007 2 29.757000000000005 2022.5000000000002 216.24000000000004 175.27925000000002 2022.5000000000002 decision_type=9 2 2 9 2 9 2 2 2 2 2 left_child=7 2 3 10 5 6 -5 -1 -7 -6 -2 right_child=1 -3 -4 4 9 8 -8 -9 -10 -11 -12 leaf_value=-0.12418588519096375 0.085458979044641767 -0.21933188461205538 0.24847160909486854 -0.057397127633775823 -0.16810111450112383 0.00020604293359702993 0.21887060948780604 -0.28277444546039288 0.12242269338667393 -0.076183486272548812 0.07777038222237638 leaf_weight=53 105 34 23 381 23 12413 21 52 40 29 95 leaf_count=53 105 34 23 381 23 12413 21 52 40 29 95 internal_value=0 -9.67215e-05 0.000470912 3.57235e-05 -0.00123041 -0.000763711 -0.0419224 -0.185097 0.000598132 -0.116839 0.0779113 internal_weight=0 13164 13130 13107 12907 12855 402 105 12453 52 200 internal_count=13269 13164 13130 13107 12907 12855 402 105 12453 52 200 cat_boundaries=0 3 7 10 cat_threshold=0 0 36175872 0 16384 1090519296 32 4194304 192 2147617792 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=10 num_cat=2 split_feature=25 12 3 25 5 6 0 26 26 split_gain=38241.1 16058 13888.8 16385.9 8145.19 19034.2 13171.4 6470 13.9802 threshold=0 207.80256000000003 333.3454000000001 1 285.62500000000006 274.22475000000003 269.79925000000003 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=-0.1229440269830092 0.12749009004394923 -0.21713856653255575 0.2459868862317956 -0.00034690993243162828 0.16357308657964073 -0.2716913108413036 -0.20347868882119657 -0.27994670317723203 0.13484469381471476 leaf_weight=53 56 34 23 12915 30 26 32 52 48 leaf_count=53 56 34 23 12915 30 26 32 52 48 internal_value=0 -9.5754e-05 0.000466203 3.53665e-05 -0.00101041 -0.00139179 -0.000848973 -0.183246 0.119403 internal_weight=0 13164 13130 13107 13003 12973 12947 105 104 internal_count=13269 13164 13130 13107 13003 12973 12947 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=12 num_cat=3 split_feature=25 12 3 25 26 25 4 4 1 15 26 split_gain=37480.1 15738.5 13612.4 12531.4 6341.24 6269.32 9407.31 7970.01 10624 6915.47 29.0699 threshold=0 207.80256000000003 333.3454000000001 1 2022.5000000000002 2 216.24000000000004 216.24000000000004 157.57350000000002 22.087000000000003 2022.5000000000002 decision_type=9 2 2 9 2 9 2 2 2 2 2 left_child=4 2 3 10 -1 7 9 8 -5 -7 -2 right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11 -12 leaf_value=-0.121714587571486 0.084122569180670251 -0.21496717960518952 0.24352703011554219 -0.035234622658274074 -0.27714724063873292 0.00055151442748024198 0.15955036545121992 -0.22936031532287599 0.17967073162396749 -0.0813406549523083 0.076488068706110898 leaf_weight=53 105 34 23 554 52 12168 37 20 24 104 95 leaf_count=53 105 34 23 554 52 12168 37 20 24 104 95 internal_value=0 -9.47968e-05 0.000461541 3.50126e-05 -0.181413 -0.00121083 0.000337265 -0.0325577 -0.0263112 -0.000142487 0.076663 internal_weight=0 13164 13130 13107 105 12907 12309 598 578 12272 200 internal_count=13269 13164 13130 13107 105 12907 12309 598 578 12272 200 cat_boundaries=0 3 7 10 cat_threshold=0 0 36175872 0 16384 1090519296 32 4194304 720 2151812096 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=9 num_cat=0 split_feature=12 10 13 11 7 4 3 13 split_gain=15200.2 9174.98 10881.1 9184.76 6951.55 18345.7 6844.97 304.383 threshold=207.80256000000003 267.13384000000002 86.239500000000007 211.12500000000003 280.57800000000003 272.07425000000006 279.07800000000003 175.27925000000002 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=0.00014572117583040972 -0.21281750910230637 0.18656016060939201 -0.16640451058097508 -0.16749551617737971 0.16957990437746048 -0.2437471987715652 -0.15637535099472319 -0.11957425403594972 leaf_weight=13035 34 26 23 33 24 31 28 35 leaf_count=13035 34 26 23 33 24 31 28 35 internal_value=0 -0.00110725 -0.00147665 -0.000873898 -0.00045474 -0.000766397 -0.000189775 -0.138145 internal_weight=0 13235 13209 13151 13118 13094 13063 58 internal_count=13269 13235 13209 13151 13118 13094 13063 58 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=10 num_cat=2 split_feature=25 8 3 12 25 26 7 1 26 split_gain=33034.6 32827.6 18280.2 14543.3 10084.6 16239.5 7016.65 8664.59 2758.46 threshold=0 285.62500000000006 333.3454000000001 238.56750000000002 1 2022.5000000000002 239.51250000000002 238.08750000000003 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=-0.1289404616558126 -0.022540892463334846 0.38734413320367983 0.27088769855499267 0.26317260674067905 -0.0012539399685309227 0.18916111673926936 -0.14462635975769339 0.14093414706546209 -0.22819598398038321 leaf_weight=56 71 22 25 21 12885 74 34 43 56 leaf_count=56 71 22 25 21 12885 74 34 43 56 internal_value=0 0.00138064 0.00073612 0.000221664 -0.000199636 0.079984 -0.00115743 -0.000781006 -0.163931 internal_weight=0 13175 13153 13128 13107 145 12962 12928 112 internal_count=13287 13175 13153 13128 13107 145 12962 12928 112 cat_boundaries=0 4 7 cat_threshold=16384 16384 2097152 32768 0 65536 34078976 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=8 num_cat=2 split_feature=25 8 3 12 25 7 6 split_gain=32377.2 32174.3 17916.4 14253.9 9883.91 6877.02 8238.99 threshold=0 285.62500000000006 333.3454000000001 238.56750000000002 1 239.51250000000002 223.36075000000002 decision_type=9 2 2 2 9 2 2 left_child=-1 2 3 4 -2 6 -6 right_child=1 -3 -4 -5 5 -7 -8 leaf_value=-0.16229216791322973 0.079184168899251575 0.38347069653597743 0.26817882566452028 0.26054086821419853 -0.0012755954058551139 -0.14318009962574305 0.12607767273398007 leaf_weight=112 145 22 25 21 12877 34 51 leaf_count=112 145 22 25 21 12877 34 51 internal_value=0 0.00136684 0.000728759 0.000219447 -0.000197639 -0.00114585 -0.000773196 internal_weight=0 13175 13153 13128 13107 12962 12928 internal_count=13287 13175 13153 13128 13107 12962 12928 cat_boundaries=0 4 7 cat_threshold=16384 16384 2097152 32768 0 65536 34078976 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=11 num_cat=0 split_feature=3 12 4 0 11 2 9 2 4 11 split_gain=17349.8 11841.4 7540.7 9564.96 6925.5 8079.49 8132.43 961.667 339.728 217.285 threshold=333.3454000000001 246.67500000000004 255.10500000000002 355.00000000000006 170.05500000000004 255.10500000000002 239.51250000000002 365.72000000000008 333.3454000000001 269.79925000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -4 -6 right_child=-2 -3 8 -5 9 7 -8 -9 -10 -11 leaf_value=0.00016414481680286834 0.23616465633915318 0.24245564806461337 -0.15425892358734494 -0.18861291108308018 -0.10286836288593433 0.18765400228046236 -0.16748192881715709 0.090763831615448001 -0.10144577938934851 -0.14635607844591142 leaf_weight=13042 31 20 21 27 27 21 29 20 29 20 leaf_count=13042 31 20 21 27 27 21 29 20 29 20 internal_value=0 -0.000685694 -0.00105309 -0.000588299 -0.000202504 0.000231834 -0.000207803 0.140391 -0.123627 -0.121374 internal_weight=0 13256 13236 13186 13159 13112 13071 41 50 47 internal_count=13287 13256 13236 13186 13159 13112 13071 41 50 47 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=8 num_cat=2 split_feature=25 8 3 12 25 7 1 split_gain=31761.5 31467.7 17247.8 13732.7 9712.99 6720.37 8497.07 threshold=0 285.62500000000006 333.3454000000001 238.56750000000002 1 239.51250000000002 238.08750000000003 decision_type=9 2 2 2 9 2 2 left_child=-1 2 3 4 -2 6 -6 right_child=1 -3 -4 -5 5 -7 -8 leaf_value=-0.16074073976180592 0.078506842655520284 0.37923954876986415 0.26313538544178011 0.2557416582107544 -0.0012255383829058929 -0.14153286523240455 0.13958129246567572 leaf_weight=112 145 22 25 21 12885 34 43 leaf_count=112 145 22 25 21 12885 34 43 internal_value=0 0.00135454 0.000723511 0.000223793 -0.000185597 -0.00112559 -0.000757199 internal_weight=0 13175 13153 13128 13107 12962 12928 internal_count=13287 13175 13153 13128 13107 12962 12928 cat_boundaries=0 4 7 cat_threshold=16384 16384 2097152 32768 0 65536 34078976 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=12 num_cat=2 split_feature=25 8 3 12 25 3 3 3 6 26 26 split_gain=31180.8 30841.4 16904.5 13459.4 9581.43 8520.1 14514.2 5755.94 5456.68 3036.47 2695.24 threshold=0 285.62500000000006 333.3454000000001 238.56750000000002 1 189.44922000000003 131.43000000000004 243.26250000000002 11.567500000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 2 2 left_child=10 2 3 4 8 6 -6 -7 9 -2 -1 right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11 -12 leaf_value=-0.12442944880042758 0.038059382486027603 0.37544715534556994 0.26050404047369957 0.2531842495146252 -0.0015018187360080482 -0.23972015972137453 0.23501011985998888 -0.017938428033481946 -0.095148213018070568 0.104264767060522 -0.22254091628960201 leaf_weight=56 151 22 25 21 12733 25 26 22 22 128 56 leaf_count=56 151 22 25 21 12733 25 26 22 22 128 56 internal_value=0 0.00134159 0.000716872 0.000222153 -0.000183142 -0.00151374 -0.00101986 -0.135907 0.0546611 0.0684332 -0.159265 internal_weight=0 13175 13153 13128 13107 12806 12759 47 301 279 112 internal_count=13287 13175 13153 13128 13107 12806 12759 47 301 279 112 cat_boundaries=0 4 7 cat_threshold=16384 16384 2097152 32768 256 65536 2181562624 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=9 num_cat=0 split_feature=3 10 4 2 12 10 9 4 split_gain=10405.4 29828.6 15453.6 6572.13 10100.3 6525.77 5554.1 223.089 threshold=333.3454000000001 282.93750000000006 255.10500000000002 365.72000000000008 262.77684000000005 211.12500000000003 71.010000000000019 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=0.00067234273727666217 0.17965071054408327 -0.37747690200805667 -0.19846848239898682 0.16924683249515035 -0.21907559235890706 0.16181972880363465 -0.073404346041235274 -0.15578481710205475 leaf_weight=13173 32 21 25 23 21 25 102 24 leaf_count=13173 32 21 25 23 21 25 102 24 internal_value=0 -0.000888658 -0.000298173 0.000352751 6.11391e-05 0.000407144 0.000103166 -0.177562 internal_weight=0 13414 13393 13344 13321 13300 13275 49 internal_count=13446 13414 13393 13344 13321 13300 13275 49 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=13 num_cat=3 split_feature=6 8 25 26 7 25 0 11 24 26 6 26 split_gain=13954.6 18607.7 19792.9 33240.6 16549.3 14763.7 10488.1 10977.8 6969.93 10588.8 4087.63 0.606207 threshold=228.18750000000003 312.55000000000013 0 2022.5000000000002 280.57800000000003 1 338.28750000000008 184.96521500000003 2 2022.5000000000002 316.3010000000001 2022.5000000000002 decision_type=2 2 9 2 2 9 2 2 1 2 2 2 left_child=1 2 3 -1 5 8 7 -7 9 -4 -2 -10 right_child=10 -3 4 -5 -6 6 -8 -9 11 -11 -12 -13 leaf_value=-0.022277513187507102 -0.2397992905255022 0.30500455093383788 0.074456574431920455 0.32956412544250491 0.27910927431924004 -0.00026258455856399975 0.2177724214033647 -0.17275725303469477 -0.14035178111771407 -0.11841503068533811 -0.070406352281570439 -0.14176234945418342 leaf_weight=58 29 20 59 50 21 12945 22 37 59 55 28 63 leaf_count=58 29 20 59 50 21 12945 22 37 59 55 28 63 internal_value=0 0.000210295 -0.000245676 0.128696 -0.0013918 -0.00183775 -0.000384216 -0.000754212 -0.078584 -0.0170959 -0.156589 -0.130392 internal_weight=0 13389 13369 108 13261 13240 13004 12982 236 114 57 122 internal_count=13446 13389 13369 108 13261 13240 13004 12982 236 114 57 122 cat_boundaries=0 4 8 9 cat_threshold=0 0 35651840 32768 0 2097152 4784128 512 845 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=14 num_cat=3 split_feature=6 8 25 7 25 26 6 4 24 26 6 6 26 split_gain=13676.9 18237.4 19369.2 18851 14453.4 13330.6 8772.5 7287.75 6831.23 10378.1 4006.29 1509.04 0.594143 threshold=228.18750000000003 312.55000000000013 0 280.57800000000003 1 2022.5000000000002 95.142500000000013 228.18750000000003 2 2022.5000000000002 316.3010000000001 169.68000000000004 2022.5000000000002 decision_type=2 2 9 2 9 2 2 2 1 2 2 2 2 left_child=1 2 5 4 8 -1 7 -6 9 -4 -2 -8 -10 right_child=10 -3 3 -5 6 -7 11 -9 12 -11 -12 -13 -14 leaf_value=0.035359624664662248 -0.23740129773986751 0.30195451927185057 0.073712007373066268 0.2979860966546195 -0.00049302423604810489 0.2561144557653689 0.082567696063646251 -0.11911608324601101 -0.13894826242479227 -0.11723087896542116 -0.069702296597617008 0.18825987252322113 -0.14034472457946293 leaf_weight=59 29 20 59 21 12893 51 35 52 59 55 28 22 63 leaf_count=59 29 20 59 21 12893 51 35 52 59 55 28 22 63 internal_value=0 0.000208192 -0.00024322 -0.00138667 -0.00186262 0.126234 -0.000424148 -0.000969532 -0.0777982 -0.0169249 -0.155023 0.123361 -0.129088 internal_weight=0 13389 13369 13259 13238 110 13002 12945 236 114 57 57 122 internal_count=13446 13389 13369 13259 13238 110 13002 12945 236 114 57 57 122 cat_boundaries=0 3 7 8 cat_threshold=0 16384 35651840 0 2097152 4784128 512 845 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=16 num_cat=3 split_feature=6 25 6 11 3 25 26 5 25 5 5 0 0 6 26 split_gain=13404.7 14572.8 47458.2 27565.7 23792.9 17476.4 93802.6 10788.7 10123.3 6659.69 10190.6 8688.73 10064.2 3926.56 2604.49 threshold=228.18750000000003 0 29.757000000000005 11.291750000000002 175.26000000000002 1 2022.5000000000002 8.3918550000000014 2 228.56250000000003 176.53925000000004 284.98750000000007 200.13000000000002 316.3010000000001 2022.5000000000002 decision_type=2 9 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 14 10 11 12 -10 -2 -3 right_child=13 8 -4 -5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.11426151364692487 -0.23502728652080584 -0.049438586045825295 0.47755671858787535 -0.28186030980731763 0.32912407838635971 0.00074138448507691244 0.49889013878504435 0.16956033724546435 -0.0015630100675651851 -0.13388043602830485 0.21373844840309836 0.19687588396397504 -0.17643437469095893 -0.069005274432046071 -0.14001249507535249 leaf_weight=56 29 63 24 28 27 706 45 40 12221 38 22 22 33 28 64 leaf_count=56 29 63 24 28 27 706 45 40 12221 38 22 22 33 28 64 internal_value=0 0.00020611 0.0382616 0.0269972 0.036892 0.0275764 0.144607 0.0096638 -0.00264998 -0.00169916 -0.00129211 -0.00167747 -0.00203394 -0.153473 -0.0881418 internal_weight=0 13389 926 902 874 847 101 746 12463 12336 12298 12276 12254 57 127 internal_count=13446 13389 926 902 874 847 101 746 12463 12336 12298 12276 12254 57 127 cat_boundaries=0 3 6 10 cat_threshold=67125505 524352 1126564096 0 0 35782912 0 0 4784128 512 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=16 num_cat=3 split_feature=25 15 8 4 1 25 26 8 25 4 26 0 9 10 3 split_gain=12058.7 52117.6 24778.1 18682.3 19856.9 21256.7 70635.2 16476.3 13364.9 9993.84 7285.27 6358.05 7461.7 11814.1 7620.31 threshold=0 15.834750000000001 178.65425000000002 149.69580000000005 113.47200000000001 1 2022.5000000000002 255.10500000000002 2 29.205000000000002 2022.5000000000002 290.58750000000009 223.50400000000005 239.51250000000002 189.44922000000003 decision_type=9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -7 -2 12 13 14 -10 right_child=7 -3 -4 -5 -6 9 -8 -9 11 -11 -12 -13 -14 -15 -16 leaf_value=-0.047677911231198265 -0.039533209268535888 0.53866662776470187 -0.31681442345891681 -0.21506749371687572 0.26872873405615488 -0.0030529886623981064 0.35797433669690959 0.27675301460992724 -0.0022709402690259928 0.21349241869016125 -0.20310343196650721 0.17558620548248294 0.16637158682713143 -0.24606117719411849 -0.11619287147360334 leaf_weight=97 56 20 21 30 36 682 77 21 12206 22 53 20 26 20 59 leaf_count=97 56 20 21 30 36 682 77 21 12206 22 53 20 26 20 59 internal_value=0 0.0330617 0.0229255 0.0304832 0.0385429 0.0291047 0.12467 -0.00311321 -0.00358816 0.00366204 -0.109062 -0.0025653 -0.0028568 -0.00321495 -0.00281895 internal_weight=0 985 965 944 914 878 174 12461 12440 704 109 12331 12311 12285 12265 internal_count=13446 985 965 944 914 878 174 12461 12440 704 109 12331 12311 12285 12265 cat_boundaries=0 4 7 11 cat_threshold=67125505 532544 1126564096 32 67108864 0 1075970304 0 0 4718592 512 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=19 num_cat=7 split_feature=25 3 25 24 25 25 2 5 24 26 26 4 4 6 25 26 26 26 split_gain=65437.8 19038.9 8624.83 36246.3 19676 19173.9 8170.15 7974.39 7535.79 7069.57 6318.89 5872.94 41369.6 9189.72 4387.4 3984.47 1442.56 138.937 threshold=0 333.3454000000001 1 2 3 4 279.07800000000003 285.62500000000006 5 2022.5000000000002 2022.5000000000002 27.535980000000006 30.000000000000004 211.12500000000003 6 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 9 2 2 1 2 2 2 2 2 9 2 2 2 left_child=10 2 3 5 9 17 7 11 14 -5 -1 13 -13 -4 -6 -7 -10 -2 right_child=1 -3 6 4 8 15 -8 -9 16 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.18108866961325629 0.028348731579202594 0.27676963334083554 -0.0029600041103600254 -0.051186223397516224 0.014648808209432497 0.2464290128747911 0.18665484594262163 0.17294804838987496 -0.049474045856432482 -0.19133425649412922 -0.33152939292619815 0.45911741913042287 0.0075034636064217645 -0.16523662202273098 0.1060405905443159 0.14988521405703881 0.0017396284395998175 0.0068284500566395843 leaf_weight=59 66 25 11880 73 125 86 23 26 110 71 53 22 260 35 100 85 110 55 leaf_count=59 66 25 11880 73 125 86 23 26 110 71 53 22 260 35 100 85 110 55 internal_value=0 0.00106838 0.000544125 0.0305832 -0.0149083 0.1198 -0.00164058 -0.00199624 0.0184423 -0.112476 -0.231601 -0.00236916 0.0427358 -0.00343669 0.0580513 0.187476 -0.0228295 0.0171495 internal_weight=0 13152 13127 881 589 292 12246 12223 445 144 112 12197 282 11915 225 171 220 121 internal_count=13264 13152 13127 881 589 292 12246 12223 445 144 112 12197 282 11915 225 171 220 121 cat_boundaries=0 3 7 8 12 16 17 21 cat_threshold=0 0 35782912 67125249 614408 3226011648 33312 2212 67108864 16384 1074331648 32800 16384 65544 2151677952 512 1346 1 589824 0 512 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=14 num_cat=4 split_feature=25 3 25 4 26 25 0 25 5 26 12 1 4 split_gain=64136.1 18659.9 8463.18 25680.3 10116.9 16593.6 10593.9 19043.2 7194.72 6193.14 5555.55 5169.16 6205.6 threshold=0 333.3454000000001 1 36.127320000000005 2022.5000000000002 2 13.704000000000002 3 285.62500000000006 2022.5000000000002 207.80256000000003 263.60184000000004 26.687500000000004 decision_type=9 2 9 2 2 9 2 9 2 2 2 2 2 left_child=9 2 3 4 5 -2 7 -6 10 -1 11 12 -4 right_child=1 -3 8 -5 6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.17927778495570362 0.0083454293058118755 0.27400195298194885 -0.0024844139829567147 -0.29323015944524244 0.11628820885966222 0.1744337745010853 -0.21076988136768343 -0.063376557341445303 0.16197773703822382 -0.32821410017193486 0.1610775921555857 -0.1267001421885057 0.043401865851602807 leaf_weight=59 121 25 12236 22 110 127 20 108 27 53 21 33 302 leaf_count=59 121 25 12236 22 110 127 20 108 27 53 21 33 302 internal_value=0 0.00105861 0.000539603 0.0401552 0.0560729 0.100769 0.00949896 0.0297071 -0.00108615 -0.229285 -0.00143666 -0.00170814 -0.00137916 internal_weight=0 13152 13127 508 486 248 238 218 12619 112 12592 12571 12538 internal_count=13264 13152 13127 508 486 248 238 218 12619 112 12592 12571 12538 cat_boundaries=0 3 7 10 13 cat_threshold=0 0 35782912 67125248 540672 3226009600 32800 67125248 524288 524288 67125248 0 2148007936 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=17 num_cat=8 split_feature=25 3 25 24 25 26 24 26 2 5 24 25 25 26 26 26 split_gain=62860.8 18288.3 8437.79 80001.5 26993.6 9865.12 9264.04 8365.9 7438.92 7087.14 6209.77 22760.1 17679.2 6069.9 3063.15 1499.1 threshold=0 333.3454000000001 1 2 3 2022.5000000000002 4 2022.5000000000002 279.07800000000003 285.62500000000006 5 6 7 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 9 2 1 2 2 2 1 9 9 2 2 2 left_child=13 2 3 5 7 -2 14 -5 9 10 11 -4 -12 -1 -6 -8 right_child=1 -3 8 4 6 -7 15 -9 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=-0.1774850048958245 0.34481528537860817 0.27126193914413455 0.093584632043180793 -0.083957819563371158 0.13015730923589539 0.17173666164988563 -0.063765147534417518 -0.25840413009215679 0.17474131345748903 0.16035796077163131 -0.1051433148389089 0.0017466798644486263 -0.0046548737153186675 -0.32493195623721721 0.035584652166867604 -0.0034710275488240377 leaf_weight=59 69 25 280 54 68 63 81 56 24 27 169 3907 8176 53 69 84 leaf_count=59 69 25 280 54 68 63 81 56 24 27 169 3907 8176 53 69 84 internal_value=0 0.00104981 0.000536002 0.0387307 -0.0311727 0.243744 0.0187484 -0.15837 -0.00114514 -0.00148216 -0.00183085 0.00809657 -0.00681334 -0.226992 0.0769118 -0.0311802 internal_weight=0 13152 13127 544 412 132 302 110 12583 12559 12532 4187 8345 112 137 165 internal_count=13264 13152 13127 544 412 132 302 110 12583 12559 12532 4187 8345 112 137 165 cat_boundaries=0 3 7 8 12 13 14 16 18 cat_threshold=0 0 35782912 67125248 540672 3226009600 33312 2208 0 16384 1074331648 32800 1346 1038 513 80 0 80 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=18 num_cat=6 split_feature=25 10 25 24 25 5 25 4 14 16 7 26 24 26 26 26 4 split_gain=61341.5 13118.6 9678.25 28528.5 36413.3 33488.9 19112.8 9415.89 7183.29 7230.21 8754.35 6800.46 6407.21 4922.79 4706.93 2575.76 532.744 threshold=0 259.57500000000005 1 2 3 8.3918550000000014 4 216.24000000000004 115.96500000000002 135.02000000000001 183.80721500000004 2022.5000000000002 5 2022.5000000000002 2022.5000000000002 2022.5000000000002 272.07425000000006 decision_type=9 2 9 1 9 2 9 2 2 2 2 2 1 2 2 2 2 left_child=13 2 3 4 14 6 11 8 9 10 -4 -5 -8 -1 -2 -6 -9 right_child=1 -3 7 5 15 -7 12 16 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.17993452491649126 0.01703544670535672 0.21349861720512653 -0.001906366637250621 -0.07601853725633452 0.21886767501258747 0.28883129749033187 0.06002041461656419 0.11168536496162414 -0.1544886403314529 0.18332055324599858 -0.15197358627349902 -0.23483121852462108 -0.018497068104741065 -0.31207078818921691 -0.11004671719941227 0.1507316649397579 0.1809290941953659 leaf_weight=59 62 29 11972 56 113 36 129 25 31 21 39 52 402 54 55 109 20 leaf_count=59 62 29 11972 56 113 36 129 25 31 21 39 52 402 54 55 109 20 internal_value=0 0.00104323 0.000574489 0.0300949 0.103626 -0.00780772 -0.024642 -0.001921 -0.0024612 -0.0020695 -0.00239364 -0.139562 0.00133465 -0.223317 -0.0393415 0.177422 0.14246 internal_weight=0 13151 13122 1014 339 675 639 12108 12063 12032 12011 108 531 113 117 222 45 internal_count=13264 13151 13122 1014 339 675 639 12108 12063 12032 12011 108 531 113 117 222 45 cat_boundaries=0 3 7 8 12 16 17 cat_threshold=0 0 35668224 67125249 606280 3226011648 33312 2210 1 0 2147483648 512 16384 16384 1074266112 32800 1088 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=14 num_cat=0 split_feature=3 15 15 4 5 1 5 0 7 4 15 26 15 split_gain=10446.7 6707.42 30721.2 6646.62 4979.46 9211.87 12150.2 7165.06 6532.65 3100.35 1474.38 1334.82 648.605 threshold=333.3454000000001 33.729000000000013 28.147500000000004 219.40000000000003 172.87500000000003 14.635 228.56250000000003 355.00000000000006 105.004 16.594211000000005 57.785000000000004 2022.5000000000002 129.58650000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 10 -3 -5 -12 right_child=-2 9 -4 11 5 -7 -8 -9 -10 -11 12 -13 -14 leaf_value=-0.00058801544516482221 0.19192819054637636 -0.18906527337573825 0.3907868118286133 -0.16786187125877902 0.22466711616516116 0.26278754830360412 -0.069615601231443128 -0.19058682060241702 -0.088543841169160961 0.019576344915798731 -0.046905580581653686 -0.070445418846912869 -0.12042457872203417 leaf_weight=12872 28 21 20 22 20 20 47 20 85 21 21 39 28 leaf_count=12872 28 21 20 22 20 20 47 20 85 21 21 39 28 internal_value=0 -0.00143325 -0.000840954 -0.00143772 -0.00095145 0.0744501 0.01823 -0.00145695 -0.00116502 -0.0869909 -0.118961 -0.105579 -0.0889164 internal_weight=0 13236 13145 13125 13064 87 67 12977 12957 91 70 61 49 internal_count=13264 13236 13145 13125 13064 87 67 12977 12957 91 70 61 49 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=18 num_cat=5 split_feature=25 8 25 24 26 25 24 0 4 4 4 2 0 3 0 26 26 split_gain=33931.4 16156.3 14967.4 33106.3 37865.9 27667.7 25624 17543.1 15337.2 10904.4 30984.8 11012.3 9702.21 11128.4 3126.31 1217.72 90.2073 threshold=0 274.22475000000003 1 2 2022.5000000000002 3 4 47.640000000000008 279.07800000000003 27.535980000000006 30.000000000000004 22.196000000000005 259.57500000000005 279.07800000000003 23.806250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=15 2 3 4 -2 16 14 -8 9 12 -11 -12 13 -4 -7 -1 -5 right_child=1 -3 8 5 -6 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.11619941532420808 0.019346549715568772 -0.24233213106791179 -0.0012073636829120424 -0.11768315792606587 0.34856874243445596 -0.027629957142527455 0.08151635409481936 0.38650055682659151 -0.2640905407342044 0.40711391925811768 0.0026315657143490484 0.21128257033126108 0.18816477228094031 -0.23161069200152443 -0.15831627297401429 -0.17018273588021596 -0.13491797524232133 leaf_weight=78 67 27 11934 57 73 216 331 20 22 24 198 29 27 21 20 90 65 leaf_count=78 67 27 11934 57 73 216 331 20 22 24 198 29 27 21 20 90 65 internal_value=0 0.002033 0.00253805 0.042889 0.178278 0.0140472 0.0428434 0.0961549 -0.000292138 0.000182042 0.0654143 0.0292874 -0.00118445 -0.00161209 -0.0371317 -0.136966 -0.117255 internal_weight=0 13131 13104 849 140 709 587 351 12255 12233 251 227 11982 11955 236 168 122 internal_count=13299 13131 13104 849 140 709 587 351 12255 12233 251 227 11982 11955 236 168 122 cat_boundaries=0 4 8 9 13 14 cat_threshold=0 2113536 0 32800 67125760 0 36586752 512 513 0 0 35782912 512 300 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=15 num_cat=3 split_feature=25 8 25 26 0 1 0 3 6 25 0 3 3 26 split_gain=33256.2 15834.8 16400.5 34618.8 13197.6 29466.7 10340.2 9247.56 11382 5813.6 2808.81 1495.38 3214.95 1193.49 threshold=0 274.22475000000003 1 2022.5000000000002 105.004 21.947000000000003 338.28750000000008 149.69580000000005 223.36075000000002 2 211.57500000000002 333.3454000000001 216.24000000000004 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 2 9 2 2 2 2 left_child=13 2 3 -2 7 6 10 8 9 -4 -6 12 -9 -1 right_child=1 -3 4 -5 5 -7 -8 11 -10 -11 -12 -13 -14 -15 leaf_value=-0.11503742215772851 -0.060161491744220259 -0.23990879977190938 0.0095661003930460498 0.27788011384732797 -0.066553532376008875 0.39455598778194856 0.2341229224205017 -0.17679349454966459 0.17380481812514756 -0.0045424850123070301 0.04249298771673983 -0.17932480210349674 -0.02414209185419856 -0.16848091116216449 leaf_weight=78 56 27 4524 66 51 27 20 22 38 8198 44 21 37 90 leaf_count=78 56 27 4524 66 51 27 20 22 38 8198 44 21 37 90 internal_value=0 0.00201267 0.00251267 0.113417 0.001382 0.0972601 0.0274602 0.000322744 0.000994715 0.00047854 -0.0160478 -0.106857 -0.081063 -0.135597 internal_weight=0 13131 13104 122 12982 142 115 12840 12760 12722 95 80 59 168 internal_count=13299 13131 13104 122 12982 142 115 12840 12760 12722 95 80 59 168 cat_boundaries=0 4 8 12 cat_threshold=0 2113536 0 32800 0 0 35651840 512 2147501593 3390581400 1091458048 39870464 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=15 num_cat=2 split_feature=25 8 25 26 0 1 0 3 6 7 0 3 3 26 split_gain=32594.4 15519.7 16074.1 33929.9 12934.9 28880.4 10134.4 9063.54 11155.5 8123.7 2752.92 1465.62 3150.97 1169.74 threshold=0 274.22475000000003 1 2022.5000000000002 105.004 21.947000000000003 338.28750000000008 149.69580000000005 223.36075000000002 121.76350000000002 211.57500000000002 333.3454000000001 216.24000000000004 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 12 -9 -1 right_child=1 -3 4 -5 5 -7 -8 11 -10 -11 -12 -13 -14 -15 leaf_value=-0.11388704784023457 -0.059559877113040005 -0.23750971652843333 0.0010638956428211577 0.27510128610061879 -0.065888001170812865 0.39061042520735001 0.23178168058395388 -0.17502556356516752 0.17206678743425169 -0.10773721760705762 0.04206806574355472 -0.17753155112266542 -0.023900665012565821 -0.16679610131846534 leaf_weight=78 56 27 12653 66 51 27 20 22 38 69 44 21 37 90 leaf_count=78 56 27 12653 66 51 27 20 22 38 69 44 21 37 90 internal_value=0 0.00199258 0.00248758 0.112283 0.00136822 0.0962875 0.0271856 0.000319555 0.000984807 0.000473794 -0.0158873 -0.105788 -0.0802523 -0.134241 internal_weight=0 13131 13104 122 12982 142 115 12840 12760 12722 95 80 59 168 internal_count=13299 13131 13104 122 12982 142 115 12840 12760 12722 95 80 59 168 cat_boundaries=0 4 8 cat_threshold=0 2113536 0 32800 0 0 35651840 512 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=15 num_cat=3 split_feature=25 8 25 26 0 26 2 5 24 3 0 26 26 2 split_gain=31711.7 28177 15660.6 33254.7 13121.4 16019 10406.6 10473.8 10057.2 6168.32 3828.09 955.935 788.023 292.19 threshold=0 280.57800000000003 1 2022.5000000000002 176.53925000000004 2022.5000000000002 255.10500000000002 280.57800000000003 2 149.69580000000005 232.87500000000003 2022.5000000000002 2022.5000000000002 355.00000000000006 decision_type=9 2 9 2 2 2 2 2 1 2 2 2 2 2 left_child=8 2 3 -2 6 -6 7 9 12 -4 -7 -10 -1 -8 right_child=1 -3 4 -5 5 10 13 -9 11 -11 -12 -13 -14 -15 leaf_value=-0.072083893620742953 -0.058964277732385585 -0.34753333050271745 0.00045819115299095426 0.27235030008084843 0.27787108502889935 0.11860116799672446 0.13159468707584199 0.2183088779449463 -0.17613325664337645 -0.091106463251887149 -0.052180592809404652 -0.23754961057142779 -0.018050515434958718 0.18434655456315902 leaf_weight=53 56 23 12712 66 38 21 21 22 47 74 35 55 55 21 leaf_count=53 56 23 12712 66 38 21 21 22 47 74 35 55 55 21 internal_value=0 0.0021699 0.00278714 0.11116 0.00167853 0.119398 0.000818693 0.000303361 -0.118894 -7.17466e-05 0.0118626 -0.190567 -0.04079 0.157971 internal_weight=0 13089 13066 122 12944 94 12850 12808 210 12786 56 102 108 42 internal_count=13299 13089 13066 122 12944 94 12850 12808 210 12786 56 102 108 42 cat_boundaries=0 4 8 9 cat_threshold=0 2113536 4194304 32800 0 0 35651840 512 2382 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=13 num_cat=3 split_feature=25 8 25 26 0 6 26 2 25 0 6 26 split_gain=31080.6 27616.3 15349 32592.9 12860.3 15963.6 15700.2 7149.11 6217.51 3751.91 489.74 23.8296 threshold=0 280.57800000000003 1 2022.5000000000002 176.53925000000004 223.36075000000002 2022.5000000000002 255.10500000000002 2 232.87500000000003 274.22475000000003 2022.5000000000002 decision_type=9 2 9 2 2 2 2 2 9 2 2 2 left_child=11 2 3 -2 5 7 -6 8 -4 -8 -7 -1 right_child=1 -3 4 -5 6 10 9 -9 -10 -11 -12 -13 leaf_value=-0.11977722334563731 -0.058374633095892414 -0.34405799534009851 -0.042243397525238806 0.2696267865643357 0.2750923717335651 0.22613768163729797 0.11741515659150624 0.13712316701286717 0.00091496788856137751 -0.051658788340432304 0.15862334660121374 -0.12652206417647274 leaf_weight=100 56 23 333 66 38 22 21 38 12436 35 21 110 leaf_count=100 56 23 333 66 38 22 21 38 12436 35 21 110 internal_value=0 0.0021482 0.00275927 0.110048 0.00166174 0.000810506 0.118204 0.000164667 -0.000242916 0.0117439 0.193166 -0.117705 internal_weight=0 13089 13066 122 12944 12850 94 12807 12769 56 43 210 internal_count=13299 13089 13066 122 12944 12850 94 12807 12769 56 43 210 cat_boundaries=0 4 8 11 cat_threshold=0 2113536 4194304 32800 0 0 35651840 512 71303168 65600 1073809408 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=10 num_cat=2 split_feature=25 7 8 26 10 0 25 26 10 split_gain=78930.7 10715.4 10659.4 9431.7 8301.96 12020.1 10517.2 10435.6 7724.43 threshold=0 355.00000000000006 269.79925000000003 2022.5000000000002 282.93750000000006 365.72000000000008 1 2022.5000000000002 211.12500000000003 decision_type=9 2 2 2 2 2 9 2 2 left_child=3 2 4 -1 5 6 7 -2 -8 right_child=1 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.17225596370092078 0.0036011928558349611 0.22648203304835729 0.20670661430358889 -0.34200339887291192 -0.20356330156326294 -0.22807525551837424 -0.00043794088039367306 0.20593651987039127 0.17550886046886444 leaf_weight=67 50 21 25 64 20 23 12973 52 25 leaf_count=67 50 21 25 64 20 23 12973 52 25 internal_value=0 0.000772927 0.000413559 -0.237088 2.11577e-05 0.000331429 0.000732448 0.0972211 -9.94531e-05 internal_weight=0 13189 13168 131 13143 13123 13100 102 12998 internal_count=13320 13189 13168 131 13143 13123 13100 102 12998 cat_boundaries=0 4 8 cat_threshold=0 16384 1107296512 32 0 0 2752512 32768 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=11 num_cat=4 split_feature=25 14 10 7 9 25 24 25 26 9 split_gain=86336.2 14207.3 16056.6 12171.8 11915.9 10541.3 27249.2 6083.3 5790.53 1501.8 threshold=0 182.65800000000004 273.29900000000004 337.52040000000005 155.50120000000001 1 2 3 2022.5000000000002 273.29900000000004 decision_type=9 2 2 2 2 9 1 9 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=-0.22217442965608533 0.11996830259067144 0.21117310189642013 -0.27608381135123117 0.24120984486171179 -0.10539911762262003 -0.036119882429420824 -0.01452655268977858 0.00029497919276509036 -0.36618825390653792 -0.21198144325613974 leaf_weight=59 248 32 21 21 39 467 363 11997 53 20 leaf_count=59 248 32 21 21 39 467 363 11997 53 20 internal_value=0 0.000720309 0.000209738 0.000650799 0.000266168 0.000906008 0.0411166 -0.00109727 -0.266527 -0.141529 internal_weight=0 13208 13176 13155 13134 13075 611 12464 112 59 internal_count=13320 13208 13176 13155 13134 13075 611 12464 112 59 cat_boundaries=0 4 8 9 13 cat_threshold=0 16384 33571072 32 134234368 2097152 2818048 32768 179 0 64 3238004736 512 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=12 num_cat=0 split_feature=0 7 14 10 4 3 11 4 0 26 0 split_gain=11235.2 19065.4 11607.8 20815.2 23725.8 12313.5 6419.59 3168.48 5696.52 1109.89 6117.62 threshold=189.93750000000003 355.00000000000006 182.65800000000004 269.79925000000003 272.07425000000006 293.85000000000008 170.05500000000004 7.2030000000000003 365.72000000000008 2022.5000000000002 241.78314000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -2 -11 right_child=7 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 leaf_value=0.00019987283742960618 -0.024051068027814232 0.30765426445007327 0.19514984424908957 -0.31636038916451592 -0.27759860160850713 -0.22692348887523014 -0.12079277247190476 0.0092769313993908108 -0.2555484619140625 0.005773510526527058 -0.23587806987762452 leaf_weight=13038 24 20 30 21 31 24 44 21 25 22 20 leaf_count=13038 24 20 30 21 31 24 44 21 25 22 20 internal_value=0 -0.000862859 -0.00133073 -0.00177871 -0.00127584 -0.000622242 -0.000207074 -0.101443 -0.126994 -0.0782995 -0.109299 internal_weight=0 13208 13188 13158 13137 13106 13082 112 91 66 42 internal_count=13320 13208 13188 13158 13137 13106 13082 112 91 66 42 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=13 num_cat=3 split_feature=25 4 5 25 24 26 13 26 7 3 26 7 split_gain=75725.9 16893.3 13104.2 11922.7 58119.4 22861.9 12529.7 11689.4 10073.8 7447.98 5419.46 2466.5 threshold=0 333.3454000000001 355.00000000000006 1 2 2022.5000000000002 192.44922000000003 2022.5000000000002 121.76350000000002 219.40000000000003 2022.5000000000002 263.60184000000004 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 left_child=7 2 3 4 5 -2 8 -1 9 -5 -6 -10 right_child=1 -3 -4 6 10 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.15622653215789972 0.10044727105406985 0.2554323974939493 -0.25549618577957156 -0.00012408372445803874 -0.0014036208123303531 0.37093347099092272 0.23237113501714624 -0.34445648582165056 -0.16650630047375503 -0.12759925265675007 -0.11115213846767341 -0.043655791607900306 leaf_weight=67 62 26 20 12698 89 63 23 65 44 46 91 26 leaf_count=67 62 26 20 12698 89 63 23 65 44 46 91 26 internal_value=0 0.0007824 0.000279963 0.000669213 0.0614501 0.219234 -0.000822135 -0.231386 -0.00124134 -0.000584211 -0.0538935 -0.120876 internal_weight=0 13188 13162 13142 305 125 12837 132 12814 12744 180 70 internal_count=13320 13188 13162 13142 305 125 12837 132 12814 12744 180 70 cat_boundaries=0 4 8 9 cat_threshold=0 16384 37748992 32 16640 2097152 2818048 32768 227 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=12 num_cat=3 split_feature=25 4 5 25 24 26 26 16 12 0 26 split_gain=74843.3 13144.4 13579.8 11371.5 55925.2 21112.1 9011.15 6781.27 6592.22 6622.72 5311.62 threshold=0 344.25000000000006 335.87040000000007 1 2 2022.5000000000002 2022.5000000000002 64.847000000000023 178.65425000000002 189.93750000000003 2022.5000000000002 decision_type=9 2 2 9 1 2 2 2 2 2 2 left_child=6 2 3 4 5 -2 -1 8 9 -5 -6 right_child=1 -3 -4 7 10 -7 -8 -9 -10 -11 -12 leaf_value=-0.1674053920961138 0.09944279370769378 0.22985740259885787 -0.25374996026357016 -5.9115550561028929e-05 -0.0013895850201671044 0.35836275599896911 -0.33332526668906215 -0.13237438715421238 0.15875915891132678 -0.090769537878625184 -0.11004061774893123 leaf_weight=67 62 25 21 12691 89 64 64 39 26 81 91 leaf_count=67 62 25 21 12691 89 64 64 39 26 81 91 internal_value=0 0.000776086 0.000341623 0.000747612 0.0600104 0.213976 -0.230844 -0.00071125 -0.000310582 -0.000634401 -0.0533546 internal_weight=0 13189 13164 13143 306 126 131 12837 12798 12772 180 internal_count=13320 13189 13164 13143 306 126 131 12837 12798 12772 180 cat_boundaries=0 4 8 9 cat_threshold=0 16384 1107296512 32 16640 2097152 2818048 32768 227 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=14 num_cat=3 split_feature=6 25 1 0 7 0 15 25 0 4 25 15 15 split_gain=19074.7 16727.5 29331.8 16379.8 12004.3 17485.1 6108.87 5447.19 15776.4 10367.8 5400.51 4052.24 1813.04 threshold=365.72000000000008 0 11.177000000000001 1.2399500000000001 280.57800000000003 338.28750000000008 21.624000000000002 1 176.53925000000004 121.76350000000002 2 110.47500000000001 32.879500000000014 decision_type=2 9 2 2 2 2 2 9 2 2 9 2 2 left_child=1 2 3 10 5 6 7 8 -3 -9 -1 12 -8 right_child=-2 4 -4 -5 -6 -7 11 9 -10 -11 -12 -13 -14 leaf_value=0.17491056841101732 -0.29783115534555343 0.014027662441458201 -0.29920252120494845 -0.17524299644288563 0.21658100742560166 0.28981295267740886 -0.053057253751016803 -0.00019207799032692355 0.23478461749625928 -0.13660160303115845 0.072082755270317128 0.031947283804416658 -0.14178000081476627 leaf_weight=101 21 1703 20 21 26 21 42 11083 33 56 211 30 51 leaf_count=101 21 1703 20 21 26 21 42 11083 33 56 211 30 51 internal_value=0 0.00378834 0.0707471 0.0950909 0.00192071 0.0014935 0.00102768 0.00169775 0.0181197 -0.000877073 0.113286 -0.0691119 -0.101712 internal_weight=0 13398 353 333 13045 13019 12998 12875 1736 11139 312 123 93 internal_count=13419 13398 353 333 13045 13019 12998 12875 1736 11139 312 123 93 cat_boundaries=0 4 8 11 cat_threshold=67108864 16384 56623360 32768 138429193 2148115072 1074334720 32 0 16384 6291712 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=14 num_cat=3 split_feature=3 25 24 25 3 26 11 10 2 1 26 26 3 split_gain=14693 17273.3 109736 72700.7 14810.3 14725.3 8248.21 14429.6 7607.23 7370 5838.08 710.794 421.517 threshold=365.72000000000008 0 1 2 216.24000000000004 2022.5000000000002 257.43900000000002 239.51250000000002 255.10500000000002 233.80500000000004 2022.5000000000002 2022.5000000000002 263.60184000000004 decision_type=2 9 1 9 2 2 2 2 2 2 2 2 2 left_child=1 2 11 10 6 -5 7 8 9 -3 -4 -1 -6 right_child=-2 4 3 5 12 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.28630384619347754 -0.26755718970298764 0.00030852719088359068 0.034153334627280367 -0.1461275842367557 0.1495648298660914 -0.3765685821462561 0.2039680893421173 -0.26118537346522014 0.14243840355622139 0.13299248688987322 0.1601956619465188 0.33225746169056691 0.20947310489156973 leaf_weight=64 20 12838 74 57 24 54 20 21 38 42 73 71 23 leaf_count=64 20 12838 74 57 24 54 20 21 38 42 73 71 23 internal_value=0 0.00368927 0.0681672 -0.0538893 0.00168724 -0.236892 0.00104589 0.00073223 0.00115801 0.000741192 0.0905836 0.28906 0.178882 internal_weight=0 13399 393 258 13006 111 12959 12939 12918 12880 147 135 47 internal_count=13419 13399 393 258 13006 111 12959 12939 12918 12880 147 135 47 cat_boundaries=0 4 5 8 cat_threshold=67108864 16384 57147648 32768 673 67108864 0 20971520 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=8 num_cat=0 split_feature=6 3 3 8 6 0 8 split_gain=18799 14451 12905.9 10310.1 13671.3 9691.34 8564.49 threshold=365.72000000000008 365.72000000000008 272.07425000000006 285.62500000000006 223.36075000000002 355.00000000000006 183.80721500000004 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=0.0036648601378557939 -0.29571082160586404 -0.26488162254542114 0.25795845651626587 0.22514361790248327 0.19034835635851591 -0.1900315915621244 -0.14288189290463923 leaf_weight=13232 21 20 20 21 39 26 40 leaf_count=13232 21 20 20 21 39 26 40 internal_value=0 0.00372074 0.0041223 0.00374225 0.00339364 0.00284534 0.00322319 internal_weight=0 13398 13378 13358 13337 13298 13272 internal_count=13419 13398 13378 13358 13337 13298 13272 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=12 num_cat=2 split_feature=6 25 4 8 12 25 6 4 8 8 26 split_gain=18424.9 16194.8 8010.17 7149 13466.2 9232.74 7739.04 6568.27 1679.79 1039.09 493.561 threshold=365.72000000000008 0 344.25000000000006 183.80721500000004 246.67500000000004 1 113.47200000000001 216.24000000000004 285.62500000000006 234.55500000000004 2022.5000000000002 decision_type=2 9 2 2 2 9 2 2 2 2 2 left_child=1 10 3 4 5 6 -3 -7 9 -5 -1 right_child=-2 2 -4 8 -6 7 -8 -9 -10 -11 -12 leaf_value=0.10079313004773761 -0.29275371585573473 0.027314843313230835 0.1932195843620734 -0.093149268186610679 0.24995917948809537 -0.00043306294778953577 0.20551136984825136 0.14531354435028568 -0.029876894269670759 -0.19170483314990996 0.1402217834442854 leaf_weight=63 21 970 22 23 22 12137 25 31 21 20 64 leaf_count=63 21 970 22 23 22 12137 25 31 21 20 64 internal_value=0 0.00368353 0.00256214 0.00224749 0.00275927 0.00234611 0.0314758 -6.16986e-05 -0.103187 -0.138989 0.111855 internal_weight=0 13398 13271 13249 13185 13163 995 12168 64 43 127 internal_count=13419 13398 13271 13249 13185 13163 995 12168 64 43 127 cat_boundaries=0 4 8 cat_threshold=0 16384 6291712 32768 67125513 589824 2198539264 32 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=19 num_cat=8 split_feature=6 25 7 24 25 4 4 25 25 7 25 24 25 4 5 26 26 26 split_gain=18058.2 15872.5 10930.1 7029 28957.5 28765.6 36094.3 23616.4 18631.3 10933.6 10740.1 7006.24 5819.39 4755.32 4450.11 580.079 483.739 229.704 threshold=365.72000000000008 0 280.57800000000003 1 2 28.757500000000004 109.45500000000001 3 4 26.741000000000003 5 6 7 105.004 6.9580000000000002 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 1 9 2 2 9 9 2 9 1 9 2 2 2 2 2 left_child=1 16 3 7 5 8 -7 9 -5 11 17 -3 15 -12 -14 -6 -1 -9 right_child=-2 2 -4 4 12 6 -8 10 -10 -11 13 -13 14 -15 -16 -17 -18 -19 leaf_value=0.099785211379565891 -0.28982617571240382 0.0087441717101646981 0.20353442615932887 0.12020003487213025 -0.041632947364410797 0.57961094358692999 0.082451693698763845 0.072144999175163149 0.018432984378464978 -0.30094567849522547 -0.0046794135026054654 -0.08850858243182301 0.00033791770708339436 0.1310241553416619 0.040080474912103127 -0.079966968014652348 0.13881958790123464 0.096651284933874482 leaf_weight=63 21 101 27 231 77 23 40 77 759 21 3781 322 7336 26 293 81 64 76 leaf_count=63 21 101 27 231 77 23 40 77 759 21 3781 322 7336 26 293 81 64 76 internal_value=0 0.0036467 0.00253652 0.00212867 0.00726687 0.0562298 0.263954 -0.00818298 0.043579 -0.0765068 -0.000349011 -0.0671732 0.000582209 -0.00374279 0.00186183 -0.0576373 0.110737 0.0791452 internal_weight=0 13398 13271 13244 8840 1053 63 4404 990 444 3960 423 7787 3807 7629 158 127 153 internal_count=13419 13398 13271 13244 8840 1053 63 4404 990 444 3960 423 7787 3807 7629 158 127 153 cat_boundaries=0 4 5 8 12 15 18 19 23 cat_threshold=0 16384 6291712 32768 928 201343752 98384 1124206592 67125768 98384 1124077568 512 67125504 0 1124204544 0 2148007936 2148007936 256 0 524288 851968 32 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=11 num_cat=4 split_feature=25 25 10 9 18 25 24 15 26 26 split_gain=25354.6 21259.1 25135.7 11607.5 8222.53 7759.55 23948.7 8866.72 3410.9 2842.57 threshold=0 1 279.07800000000003 273.29900000000004 92.932500000000019 2 3 33.729000000000013 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=-0.10042101914599791 0.087619560984549705 0.10344977057113081 0.34544408843630836 -0.23571648938315257 -0.17475090590892017 -0.00095485058021523158 -0.032900680100228716 -0.10723519372789167 -0.20888855177059509 0.18649331893239701 leaf_weight=59 54 259 21 21 27 12347 243 79 57 63 leaf_count=59 54 259 21 21 27 12347 243 79 57 63 internal_value=0 0.00101414 -0.000243792 -0.000803431 -0.000422638 -5.85554e-05 0.038094 -0.00162923 -0.14152 0.129768 internal_weight=0 13114 12997 12976 12955 12928 502 12426 116 117 internal_count=13230 13114 12997 12976 12955 12928 502 12426 116 117 cat_boundaries=0 3 6 10 11 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 2097168 1107886080 33312 3300 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=12 num_cat=3 split_feature=25 25 10 3 4 25 5 15 26 4 26 split_gain=24850.2 20363 29295.7 28133.3 14366.4 10888 18300.3 8247.53 3343.02 1698.94 234.776 threshold=0 1 279.07800000000003 279.07800000000003 199.12500000000003 2 11.144600000000002 33.729000000000013 2022.5000000000002 279.07800000000003 2022.5000000000002 decision_type=9 9 2 2 2 9 2 2 2 2 2 left_child=8 10 3 4 5 6 -3 -7 -1 -6 -2 right_child=1 2 -4 -5 9 7 -8 -9 -10 -11 -12 leaf_value=-0.099416808930494011 0.11940724010548244 0.065482527015734954 0.38216957569122317 -0.30672727545102435 -0.10433500616891044 -0.00056303338851700709 -0.17208060959407262 -0.10180074769037742 -0.20679966654171025 -0.20884209496634348 0.14694143811240792 leaf_weight=59 60 441 20 30 35 12320 35 81 57 28 64 leaf_count=59 60 441 20 30 35 12320 35 81 57 28 64 internal_value=0 0.00100453 -0.000260399 -0.000850315 -0.000141172 0.000595833 0.0470267 -0.0012233 -0.140105 -0.150783 0.123647 internal_weight=0 13114 12990 12970 12940 12877 476 12401 116 63 124 internal_count=13230 13114 12990 12970 12940 12877 476 12401 116 63 124 cat_boundaries=0 3 6 10 cat_threshold=0 32768 2113536 0 16384 37880064 67125248 2097168 1074331648 33312 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=11 num_cat=4 split_feature=25 25 12 14 4 25 24 7 4 4 split_gain=24355.7 20524.2 11559.2 8906.32 10310.2 10565.8 20724.5 10829 4548.95 1201.97 threshold=0 1 267.95700000000005 182.65800000000004 175.26000000000002 2 3 183.80721500000004 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=-0.13870350050784294 0.12750332259756372 -0.068224844772944118 -0.23466663213003253 0.16943458802277042 -0.12369238969442008 -0.00083691468145565245 0.083154159710616682 -0.1721705903817673 0.0099881647391752756 -0.21703094119375405 leaf_weight=116 117 113 21 31 37 12354 360 37 22 22 leaf_count=116 117 113 21 31 37 12354 360 37 22 22 internal_value=0 0.000994488 -0.000241505 0.000137696 -0.000267727 0.000440441 0.0463258 -0.00134744 -0.112735 -0.158497 internal_weight=0 13114 12997 12976 12945 12864 473 12391 81 59 internal_count=13230 13114 12997 12976 12945 12864 473 12391 81 59 cat_boundaries=0 3 6 10 11 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 2097168 1107886080 33312 770 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=15 num_cat=5 split_feature=25 25 10 4 25 24 25 6 1 4 26 26 26 6 split_gain=23909.4 20147.7 24077.3 19822.1 9604.98 37459 12333.1 5885.79 5882.63 3318.25 3276.49 2786.49 1775.04 925.041 threshold=0 1 279.07800000000003 199.12500000000003 2 3 4 100.59300000000002 31.872000000000003 279.07800000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 290.58750000000009 decision_type=9 9 2 2 9 1 9 2 2 2 2 2 2 2 left_child=10 11 3 4 5 12 -7 8 -6 -5 -1 -2 -3 -9 right_child=1 2 -4 9 7 6 -8 13 -10 -11 -12 -13 -14 -15 leaf_value=-0.097035605518494619 0.08441407625873884 0.24684482614068612 0.33809312320890883 -0.10897671171136805 -0.001787820406248645 0.04367269300313583 -0.096829388519169904 -0.10030336454401122 0.045836293902037285 -0.25050082433223725 -0.20334463448312723 0.18230765013467695 0.16859746831958577 -0.024373730250767302 leaf_weight=59 54 57 21 37 12206 124 109 68 265 30 57 63 59 21 leaf_count=59 54 57 21 37 12206 124 109 68 265 30 57 63 59 21 internal_value=0 0.000985629 -0.000238975 -0.000786707 0.000103715 0.0511054 -0.0233356 -0.00135306 -0.000775841 -0.172346 -0.137427 0.126329 0.190614 -0.0823874 internal_weight=0 13114 12997 12976 12909 349 233 12560 12471 67 116 117 116 89 internal_count=13230 13114 12997 12976 12909 349 233 12560 12471 67 116 117 116 89 cat_boundaries=0 3 6 10 11 14 cat_threshold=0 32768 2113536 16384 16384 4325632 67108864 16 1107886080 32800 3232 0 16 1107296256 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=12 num_cat=4 split_feature=25 25 10 3 4 25 24 2 26 4 26 split_gain=23433.5 19311.2 28176.7 27541.8 13552.4 10264.7 27339.1 5972.25 3211.29 1654.17 219.411 threshold=0 1 279.07800000000003 279.07800000000003 199.12500000000003 2 3 279.07800000000003 2022.5000000000002 279.07800000000003 2022.5000000000002 decision_type=9 9 2 2 2 9 1 2 2 2 2 left_child=8 10 3 4 5 6 -3 -7 -1 -6 -2 right_child=1 2 -4 -5 9 7 -8 -9 -10 -11 -12 leaf_value=-0.096065250575795014 0.11638049452503521 0.11776235716784095 0.37479852819442749 -0.30347925766309103 -0.10061324214935302 -0.0014903900283070879 -0.031894660172753095 0.15641035199165346 -0.2013111866226322 -0.20373429937022075 0.14299843588843941 leaf_weight=59 60 244 20 30 35 12377 232 24 57 28 64 leaf_count=59 60 244 20 30 35 12377 232 24 57 28 64 internal_value=0 0.000975367 -0.000256462 -0.000835002 -0.000133354 0.000582467 0.0456649 -0.00118385 -0.136052 -0.146445 0.120408 internal_weight=0 13114 12990 12970 12940 12877 476 12401 116 63 124 internal_count=13230 13114 12990 12970 12940 12877 476 12401 116 63 124 cat_boundaries=0 3 6 10 11 cat_threshold=0 32768 2113536 0 16384 37880064 67125248 2097168 1074331648 33312 3300 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=9 num_cat=1 split_feature=25 6 4 0 3 0 4 0 split_gain=57227.3 18304.7 21042.6 10947.8 17606.7 10809.7 11253.9 6956.88 threshold=0 365.72000000000008 344.25000000000006 338.28750000000008 333.3454000000001 140.32000000000002 255.10500000000002 211.57500000000002 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=-0.22183089953329826 0.0013405864338505136 -0.30199615168571475 0.28496915705502035 0.19428477846342943 -0.29670405751466755 -0.21542131913674845 -0.22005554686421935 -0.032106697077446796 leaf_weight=107 13059 20 26 29 20 37 23 47 leaf_count=107 13059 20 26 29 20 37 23 47 internal_value=0 0.000304068 0.00076091 0.000201742 -0.000225106 0.000225265 0.000951341 -0.112852 internal_weight=0 13261 13241 13215 13186 13166 13082 84 internal_count=13368 13261 13241 13215 13186 13166 13082 84 cat_boundaries=0 3 cat_threshold=0 0 35782912 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=13 num_cat=3 split_feature=25 26 6 0 0 11 25 24 8 0 0 11 split_gain=56185.3 26048.1 17940.5 16438 12079.3 8590.17 14823.6 73842.8 17661.5 6252.23 2269.01 391.805 threshold=0 2022.5000000000002 365.72000000000008 338.28750000000008 140.32000000000002 92.090000000000018 1 2 269.79925000000003 211.57500000000002 250.05000000000004 211.12500000000003 decision_type=9 2 2 2 2 2 9 1 2 2 2 2 left_child=1 -1 3 4 5 6 7 -2 -8 -6 -11 -7 right_child=2 -3 -4 -5 9 11 8 -9 -10 10 -12 -13 leaf_value=-0.088633700680326333 0.26276146600767969 -0.40080775153178438 -0.29897619712352752 0.23456796805063884 -0.21373505328830919 -0.088120726789621739 -0.00047806416201939041 -0.062012269531173267 0.29692035722732546 0.03591831388927641 -0.10267669872001366 -0.13649069027467209 leaf_weight=55 110 52 20 30 38 34 12764 164 20 21 27 33 leaf_count=55 110 52 20 30 38 34 12764 164 20 21 27 33 internal_value=0 -0.219802 0.000301028 0.000753301 0.000222347 0.000996369 0.00157586 0.0730325 -1.27875e-05 -0.117906 -0.0420414 -0.111945 internal_weight=0 107 13261 13241 13211 13125 13058 274 12784 86 48 67 internal_count=13368 107 13261 13241 13211 13125 13058 274 12784 86 48 67 cat_boundaries=0 3 7 8 cat_threshold=0 0 35782912 256 16448 1074266112 32768 426 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=10 num_cat=1 split_feature=25 26 12 4 0 3 0 2 0 split_gain=55068 25529.7 17261.6 24043.7 11933.1 18568.7 10024.2 13113.2 5866.54 threshold=0 2022.5000000000002 262.77684000000005 344.25000000000006 338.28750000000008 293.85000000000008 140.32000000000002 149.26580000000004 211.57500000000002 decision_type=9 2 2 2 2 2 2 2 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=-0.087747365692799756 8.1026005552433032e-05 -0.39679967123728532 -0.29326080393791198 0.29885231094227899 0.20635713406971523 -0.28419254738351574 -0.20497659623622894 0.12397128120411274 -0.036844277430553823 leaf_weight=55 12992 52 20 27 28 23 36 86 49 leaf_count=55 12992 52 20 27 28 23 36 86 49 internal_value=0 -0.217604 0.00029953 0.000743167 0.000134045 -0.000303863 0.000192182 0.00089572 -0.108053 internal_weight=0 107 13261 13241 13214 13186 13163 13078 85 internal_count=13368 107 13261 13241 13214 13186 13163 13078 85 cat_boundaries=0 3 cat_threshold=0 0 35782912 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=53972.1 17580.2 15843.9 11619.5 8425.33 14549.1 72475.5 17303.2 5999.05 2218.68 389.896 threshold=0 365.72000000000008 338.28750000000008 140.32000000000002 92.090000000000018 1 2 269.79925000000003 211.57500000000002 250.05000000000004 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=-0.21542812862712094 0.2603121632691473 -0.29596028149127962 0.2302944221496582 -0.20950385457591009 -0.087104215343647151 -0.00047837637465738175 -0.061440364273115139 0.29388841056823728 0.035767728374117895 -0.10128149209199128 -0.13535624392104872 leaf_weight=107 110 20 30 38 34 12764 164 20 21 27 33 leaf_count=107 110 20 30 38 34 12764 164 20 21 27 33 internal_value=0 0.000296535 0.000744243 0.000222972 0.000982119 0.00155603 0.072348 -1.78387e-05 -0.115635 -0.0413225 -0.11087 internal_weight=0 13261 13241 13211 13125 13058 274 12784 86 48 67 internal_count=13368 13261 13241 13211 13125 13058 274 12784 86 48 67 cat_boundaries=0 3 7 8 cat_threshold=0 0 35782912 256 16448 1074266112 32768 426 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=9 num_cat=1 split_feature=25 6 4 0 3 0 4 0 split_gain=52990.1 17230.5 20185.5 10012.9 16944.4 9948.41 11033.4 6442.72 threshold=0 365.72000000000008 344.25000000000006 338.28750000000008 333.3454000000001 140.32000000000002 255.10500000000002 211.57500000000002 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=-0.21345797248375722 0.0013062082985192123 -0.2930006821155548 0.27909781642831288 0.18580201412069386 -0.29106685128808024 -0.2069610898559158 -0.21791058954985246 -0.030550558998229657 leaf_weight=107 13059 20 26 29 20 37 23 47 leaf_count=107 13059 20 26 29 20 37 23 47 internal_value=0 0.000295068 0.000738302 0.000190641 -0.000217575 0.000224244 0.000920794 -0.108255 internal_weight=0 13261 13241 13215 13186 13166 13082 84 internal_count=13368 13261 13241 13215 13186 13166 13082 84 cat_boundaries=0 3 cat_threshold=0 0 35782912 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=12 num_cat=4 split_feature=25 8 13 25 4 25 24 8 26 4 26 split_gain=28824.9 13718.4 11771.7 10685.4 8992.77 11618.1 15456.6 4753.2 2976.21 656.047 140.87 threshold=0 312.55000000000013 123.84500000000003 1 216.24000000000004 2 3 174.00000000000003 2022.5000000000002 285.62500000000006 2022.5000000000002 decision_type=9 2 2 9 2 9 1 2 2 2 2 left_child=8 2 3 10 5 6 -5 -7 -1 -6 -2 right_child=1 -3 -4 4 9 7 -8 -9 -10 -11 -12 leaf_value=-0.10202481466688608 0.09981435498721164 0.24956093874844637 0.17539110400174793 0.019768659543625458 0.16401778892828869 0.0010282149547155347 -0.055938553418853142 -0.12941866953458106 -0.19206870723778091 0.093639795338665996 0.079520288760011854 leaf_weight=76 71 22 38 395 26 11682 829 28 71 27 66 leaf_count=76 71 22 38 395 26 11682 829 28 71 27 66 internal_value=0 5.64532e-05 -0.000360545 -0.000869427 -0.001827 -0.00236108 -0.0315447 0.00071569 -0.136247 0.128165 0.0839126 internal_weight=0 13184 13162 13124 12987 12934 1224 11710 147 53 137 internal_count=13331 13184 13162 13124 12987 12934 1224 11710 147 53 137 cat_boundaries=0 3 7 11 12 cat_threshold=0 0 18874368 0 16384 1074266368 32768 4211200 2687040 2152006658 4194816 2370 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=8 num_cat=3 split_feature=25 4 3 0 25 2 25 split_gain=28251.2 10528.1 18268.3 12544.9 13579.5 17354.7 11376 threshold=0 293.85000000000008 344.25000000000006 355.00000000000006 1 255.10500000000002 2 decision_type=9 2 2 2 9 2 9 left_child=-1 2 3 4 -2 6 -6 right_child=1 -3 -4 -5 5 -7 -8 leaf_value=-0.13488443647220635 0.08399589482694865 0.17844705350471265 -0.29510016838709513 -0.21936123921320988 -0.033267139691971821 0.21266580443633232 0.0014091976479958205 leaf_weight=147 182 33 21 26 1018 38 11866 leaf_count=147 182 33 21 26 1018 38 11866 internal_value=0 5.56148e-05 -0.000391983 7.93703e-05 0.000514768 -0.000725463 -0.0013554 internal_weight=0 13184 13151 13130 13104 12922 12884 internal_count=13331 13184 13151 13130 13104 12922 12884 cat_boundaries=0 3 6 10 cat_threshold=0 0 18874368 0 16400 524544 4211200 2687040 328704 4194816 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=12 num_cat=4 split_feature=25 8 13 25 4 25 24 2 26 4 26 split_gain=27724.8 13438.7 11502 10385.5 8705.91 11171.1 15122 7154.57 2916.98 670.009 138.362 threshold=0 312.55000000000013 123.84500000000003 1 216.24000000000004 2 3 233.80500000000004 2022.5000000000002 285.62500000000006 2022.5000000000002 decision_type=9 2 2 9 2 9 1 2 2 2 2 left_child=8 2 3 10 5 6 -5 -7 -1 -6 -2 right_child=1 -3 -4 4 9 7 -8 -9 -10 -11 -12 leaf_value=-0.09965572250516791 0.09845114311701815 0.24700283744118431 0.17336973711063988 0.01980114247808578 0.16232981739135888 0.0010269071718267595 -0.055074414985967053 -0.17947790666060015 -0.18879917581316452 0.091206897982844592 0.078338563406106204 leaf_weight=76 71 22 38 395 26 11688 829 22 71 27 66 leaf_count=76 71 22 38 395 26 11688 829 22 71 27 66 internal_value=0 5.54537e-05 -0.000357271 -0.000860291 -0.00180433 -0.00232983 -0.0309465 0.000687199 -0.133622 0.126097 0.0827236 internal_weight=0 13184 13162 13124 12987 12934 1224 11710 147 53 137 internal_count=13331 13184 13162 13124 12987 12934 1224 11710 147 53 137 cat_boundaries=0 3 7 11 12 cat_threshold=0 0 18874368 0 16384 1074266368 32768 4211200 2687040 2152006658 4194816 2370 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=13 num_cat=3 split_feature=25 8 7 25 9 3 2 7 25 14 26 26 split_gain=27173 13171.3 11005 11194.1 26178.6 16936.3 18304.2 10952.4 11094.8 6065.53 2858.93 1387.43 threshold=0 312.55000000000013 280.57800000000003 1 218.62500000000003 181.87500000000003 238.08750000000003 211.12500000000003 2 115.96500000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 9 2 2 2 2 9 2 2 2 left_child=10 2 3 4 5 6 -2 8 11 -10 -1 -5 right_child=1 -3 -4 7 -6 -7 -8 -9 9 -11 -12 -13 leaf_value=-0.098659166450563232 -0.036193735411966951 0.24453281749378553 0.20925630130767822 0.070591716314184247 0.32803708580136304 -0.27548350383495462 0.26910356032848359 0.22504285167564045 0.0010411977366057972 -0.16515719142827121 -0.18691118744057669 0.14069673064622013 leaf_weight=76 1086 22 25 58 20 29 20 22 11825 22 71 55 leaf_count=76 1086 22 25 58 20 29 20 22 11825 22 71 55 internal_value=0 5.46318e-05 -0.000353967 -0.00075286 -0.0303456 -0.0369281 -0.030673 0.00212327 0.001715 0.000731948 -0.132285 0.0962003 internal_weight=0 13184 13162 13137 1155 1135 1106 11982 11960 11847 147 113 internal_count=13331 13184 13162 13137 1155 1135 1106 11982 11960 11847 147 113 cat_boundaries=0 3 7 11 cat_threshold=0 0 18874368 4211200 2719808 4523008 4194816 0 16384 655616 32768 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=8 num_cat=2 split_feature=25 8 13 0 5 25 0 split_gain=26632.2 12909.2 11275.5 10538.7 15865.4 14360.2 13965.4 threshold=0 312.55000000000013 123.84500000000003 355.00000000000006 335.87040000000007 1 176.53925000000004 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=-0.13096243661869864 0.10002994849648275 0.24208748210560191 0.17165747623694572 -0.19126876699513404 -0.27506943293980191 -0.0018490513073982869 0.13978117412328719 leaf_weight=147 132 22 38 29 21 12872 70 leaf_count=147 132 22 38 29 21 12872 70 internal_value=0 5.40854e-05 -0.000350427 -0.000848469 -0.000426767 1.43756e-05 -0.00108217 internal_weight=0 13184 13162 13124 13095 13074 12942 internal_count=13331 13184 13162 13124 13095 13074 12942 cat_boundaries=0 3 7 cat_threshold=0 0 18874368 0 16384 1074266368 32768 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=17 num_cat=3 split_feature=25 25 4 8 0 26 6 8 1 0 6 25 15 0 1 0 split_gain=79302.9 14991.9 27512.3 27552.1 18269.8 14971.9 14234.6 13653.5 12667.5 8879.47 10423.6 10797.2 9971.44 9349.94 6529.34 1997.74 threshold=0 1 29.205000000000002 178.65425000000002 228.56250000000003 2022.5000000000002 149.26580000000004 263.60184000000004 1.26895 176.53925000000004 223.36075000000002 2 15.587750000000002 220.33000000000001 52.772000000000013 284.98750000000007 decision_type=9 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=5 2 3 4 6 -1 8 9 -2 10 11 12 -3 -11 -13 -15 right_child=1 7 -4 -5 -6 -7 -8 -9 -10 13 -12 14 -14 15 -16 -17 leaf_value=-0.15848298817340817 0.086831013069966351 -0.028693116807209495 0.31104168302134466 -0.33150698053836819 -0.21200766870608698 -0.38771908299676305 -0.1833061929371046 0.25989814925193788 -0.09687917318195105 0.2880641796475365 0.17265310091130875 -0.00055908644565186673 -0.24379537441513754 -0.032492082015327786 0.076512005189517604 0.099309340197107063 leaf_weight=56 444 1056 38 20 26 58 23 20 41 21 34 11323 22 23 111 23 leaf_count=56 444 1056 38 20 26 58 23 20 41 21 34 11323 22 23 111 23 internal_value=0 0.00114812 0.0499039 0.0328927 0.0465406 -0.252925 0.0597734 -0.00117431 0.0713009 -0.00158922 -0.00220237 -0.00267752 -0.0327789 0.113226 0.000188946 0.0334086 internal_weight=0 13225 592 554 534 114 508 12633 485 12613 12546 12512 1078 67 11434 46 internal_count=13339 13225 592 554 534 114 508 12633 485 12613 12546 12512 1078 67 11434 46 cat_boundaries=0 4 7 10 cat_threshold=16384 0 524544 32 0 16464 1130446848 201327104 2162688 2147614720 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=10 num_cat=2 split_feature=25 3 3 10 25 26 6 15 26 split_gain=77724.8 16766.4 47226.5 24215.6 17327.2 14674 13571.2 8135.59 3057.59 threshold=0 365.72000000000008 255.10500000000002 289.96890000000008 1 2022.5000000000002 316.3010000000001 33.729000000000013 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=5 2 3 4 8 -1 7 -6 -2 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.15689815672646676 0.17388184988664257 -0.28119818077910519 0.44477902273337044 -0.34691919541358951 0.00041762028929287552 -0.38384189264527685 0.26045365345478055 -0.095520010569624697 0.072800115367822479 leaf_weight=56 63 21 24 20 12931 58 20 89 57 leaf_count=56 63 21 24 20 12931 58 20 89 57 internal_value=0 0.00113663 0.00158653 0.000779501 0.00130792 -0.250396 0.000161536 -0.000238175 0.116186 internal_weight=0 13225 13204 13180 13160 114 13040 13020 120 internal_count=13339 13225 13204 13180 13160 114 13040 13020 120 cat_boundaries=0 4 7 cat_threshold=16384 0 524544 32 0 16384 39845888 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=10 num_cat=2 split_feature=25 3 3 10 25 26 6 10 26 split_gain=76178 16432.8 46286.7 23733.7 16982.4 14382 13301.1 7365.72 2996.75 threshold=0 365.72000000000008 255.10500000000002 289.96890000000008 1 2022.5000000000002 316.3010000000001 230.0395 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=5 2 3 4 8 -1 7 -6 -2 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.15532917710154184 0.17214304312354042 -0.27838620559800242 0.44033125395576156 -0.34345000910758972 -0.00053080877732422855 -0.3800034747247038 0.25784910428524016 0.19152448308467865 0.072072106076959977 leaf_weight=56 63 21 24 20 13000 58 20 20 57 leaf_count=56 63 21 24 20 13000 58 20 20 57 internal_value=0 0.00112527 0.00157066 0.000771706 0.00129484 -0.247892 0.00015992 -0.000235793 0.115024 internal_weight=0 13225 13204 13180 13160 114 13040 13020 120 internal_count=13339 13225 13204 13180 13160 114 13040 13020 120 cat_boundaries=0 4 7 cat_threshold=16384 0 524544 32 0 16384 39845888 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=13 num_cat=3 split_feature=25 3 3 10 25 24 26 6 26 8 6 26 split_gain=74662.1 16105.8 45365.6 23261.4 16695.1 151406 14095.8 13692.5 9138.97 7913.05 1396.75 47.2596 threshold=0 365.72000000000008 255.10500000000002 289.96890000000008 1 2 2022.5000000000002 223.36075000000002 2022.5000000000002 269.79925000000003 290.58750000000009 2022.5000000000002 decision_type=9 2 2 2 9 1 2 2 2 2 2 2 left_child=6 2 3 4 5 11 -1 9 -7 -6 -9 -2 right_child=1 -3 -4 -5 7 8 -8 10 -10 -11 -12 -13 leaf_value=-0.15377588408600007 0.38085469379263409 -0.2756023448067052 0.4359279304742813 -0.34001550054550173 -0.0013155352218459488 -0.055117761724525031 -0.37620343411533996 0.12063257920521277 -0.20778612909936592 0.19774972724914552 0.2293724723089309 0.36784431223599412 leaf_weight=56 59 21 24 20 12823 81 58 27 76 20 21 53 leaf_count=56 59 21 24 20 12823 81 58 27 76 20 21 53 internal_value=0 0.00111402 0.00155496 0.000763989 0.00128189 0.0778132 -0.245413 -0.000375181 -0.121295 -0.00100554 0.168206 0.343985 internal_weight=0 13225 13204 13180 13160 269 114 12891 157 12843 48 112 internal_count=13339 13225 13204 13180 13160 269 114 12891 157 12843 48 112 cat_boundaries=0 4 7 8 cat_threshold=16384 0 524544 32 0 16384 1130364928 2105 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=10 num_cat=2 split_feature=25 3 3 10 25 26 6 15 26 split_gain=73176.3 15785.3 44462.9 22798.5 16480.5 13815.2 12818.2 8001.82 2850.22 threshold=0 365.72000000000008 255.10500000000002 289.96890000000008 1 2022.5000000000002 316.3010000000001 33.729000000000013 2022.5000000000002 decision_type=9 2 2 2 9 2 2 2 2 left_child=5 2 3 4 8 -1 7 -6 -2 right_child=1 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.15223812525293656 0.16910432333747547 -0.27284632503276779 0.43156865735848748 -0.33661534452438352 0.00041297148223169797 -0.37244140122985014 0.25311914014816284 -0.094732636706798934 0.071510490701909651 leaf_weight=56 63 21 24 20 12931 58 20 89 57 leaf_count=56 63 21 24 20 12931 58 20 89 57 internal_value=0 0.00110288 0.00153941 0.000756349 0.00126907 -0.242959 0.000151058 -0.000237409 0.113305 internal_weight=0 13225 13204 13180 13160 114 13040 13020 120 internal_count=13339 13225 13204 13180 13160 114 13040 13020 120 cat_boundaries=0 4 7 cat_threshold=16384 0 524544 32 0 16384 39845888 is_linear=0 shrinkage=0.01 end of trees feature_importances: marca_id_encoded=2700 año=1671 precio_total_lag_1=1133 precio_total_lag_5=1088 mes=934 precio_total_lag_4=824 precio_total_lag_9=732 precio_total_lag_2=724 precio_total_lag_7=676 precio_total_lag_6=669 precio_total_lag_11=645 precio_total_lag_3=622 precio_total_lag_8=567 precio_total_lag_16=362 precio_total_lag_10=246 precio_total_lag_12=219 precio_total_lag_14=214 precio_total_lag_15=136 precio_total_lag_13=108 precio_total_lag_18=52 precio_total_lag_17=28 precio_total_lag_20=22 precio_total_lag_21=20 precio_total_lag_19=18 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, 172, 173, 174, 225, 235, 247, 253, 268, 273, 277, 281, 287, 288], [2]]