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=[0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:6133.9800000000005] [0:2751.75] [0:2751.75] [0:2751.75] [0:2751.75] [0:2751.75] [0:2751.75] [0:2468.25] [0:2468.25] [0:2468.25] [0:2301.5999999999999] [0:2301.5999999999999] [0:2184.8400000000001] [0:2184.8400000000001] -1:0:1:2:3:4:5:6:7:8:9:10:11 -1:8:89:91:68:65:3:31:23:19:33:36:37:60:45:4:15:58:80:21:28:38:44:46:72:22:26:59:70:11:34:39:43:57:75:10:12:13:25:32:42:77:2:6:7:14:16:30:50:56:61:0:1:9:24:27:35:41:47:48:53:83:62:79:90:5:17:18:20:29:40:49:51:52:54:55:63:66:69:71:73:78:82:67:74:76:81:64:88:87:86 [2022:2023] none tree_sizes=3258 3296 3294 3374 3369 3720 2051 3052 2817 3965 2977 2911 2983 3298 3012 2519 1619 1963 2751 3059 2705 3491 2687 2657 1604 2275 2278 3221 3014 3743 2932 2890 2803 2885 2902 1806 4136 4957 4183 4535 4029 3652 1964 3640 3471 3561 3410 3667 3476 3228 2910 2339 2987 2969 2017 2423 2627 2567 2335 2927 2086 2538 1711 2721 2101 3746 2112 3130 3338 3311 2662 1631 2827 2189 2334 2019 2018 2436 1629 3116 1701 2922 2918 2744 2674 1682 2762 1793 1527 1607 3244 3493 3138 3010 3168 3011 4052 3108 3993 3911 3986 2771 1920 1843 2996 2491 2428 2332 2485 2173 2894 2791 2962 2246 2424 2503 2303 2368 1716 2145 2935 1531 2321 2191 3441 2396 3205 2387 2478 2373 1922 1452 1623 2008 3255 1925 1993 1644 2409 991 2527 2504 1877 1877 3697 2681 2129 2066 1808 2204 1535 1530 1607 2544 1615 2092 1054 3085 2096 2356 2591 2740 2992 1862 3003 1753 1044 1045 1673 1621 2630 2574 1468 2633 1297 1484 2079 1255 1164 1256 2164 2171 2380 2174 2257 2107 2029 2362 1928 1614 1168 1403 1402 1398 1481 982 1257 1183 2007 1183 2161 1329 1563 1409 1329 968 1911 812 969 850 1606 1517 1667 1879 2114 1394 1325 1376 1464 1698 970 890 970 890 1044 3060 1607 3125 1232 2233 1675 1657 1252 1411 1743 1383 1342 1337 1063 1301 1289 1374 2192 1284 1206 963 1153 979 1133 1056 2171 2004 2808 2386 2164 1026 1342 1341 1095 1677 1571 1954 2113 2133 2119 977 1300 892 1163 1070 1051 1970 1768 904 1895 1110 1076 1315 1467 1227 963 1127 1220 1299 965 1206 1205 1206 1203 1393 1084 1205 1062 1386 1125 923 923 870 918 955 1499 2322 879 1166 1258 1128 1251 1096 1077 1013 1015 893 1083 1390 894 1319 1708 920 1286 838 1400 1194 1236 1239 1319 1294 1212 1575 1234 1131 1361 1119 978 979 1396 1085 2211 1814 1056 1303 1360 1399 1408 1488 1488 1635 1372 1372 1473 1291 1224 996 955 1149 970 1334 1404 1145 1145 1296 1041 934 1005 966 1573 894 941 893 927 1035 1120 1338 1127 1077 1306 1041 969 1006 1399 1246 1046 1464 1216 1042 1303 1754 1269 1353 2081 1275 875 995 1114 907 1406 1063 1780 1063 1063 1056 1042 1658 927 881 929 1159 883 987 1201 1369 1151 1045 965 812 1402 1112 1308 1256 1136 1113 1164 1115 1113 1128 1148 923 922 924 842 924 964 1050 882 1050 971 969 969 1465 1460 969 1047 1170 1249 1051 1046 1367 1049 1196 1198 1140 1464 1055 1059 974 1492 1324 1542 1372 1054 1708 1219 1002 883 1236 1162 976 1135 1223 977 1333 1879 1805 1043 1044 1813 1124 882 1312 1128 1454 1567 920 1001 1230 1052 984 1060 910 1001 909 1249 1330 1379 933 1253 1721 926 1475 924 974 1246 1321 1243 1401 1322 1415 1378 1161 1647 1159 1044 878 802 802 799 998 1400 1166 1151 999 1422 1125 1275 1208 1097 899 912 912 915 1655 1490 1494 1801 1798 1491 1495 1285 1127 1191 1483 892 1084 1519 890 1414 993 963 1042 964 936 1332 881 1213 1379 1216 884 891 888 971 967 1621 1539 1333 1215 1677 1246 831 1052 1428 1211 1177 1634 1238 1151 1115 998 968 998 1165 1018 1010 844 1003 921 997 1227 897 1305 898 1225 1153 975 973 975 1384 1487 1071 914 1066 915 1555 1161 1318 1404 1403 1789 1657 985 1399 1721 1298 1835 1132 1134 1376 1394 811 888 888 1002 1051 1052 1129 1048 909 1567 1330 1816 1488 1293 962 1167 967 975 961 1231 1012 1235 1481 1205 1122 1124 885 1125 887 917 881 882 917 880 1164 1163 977 1088 1216 1243 1127 1407 1489 1501 1091 1166 1009 1254 1246 1791 1708 1898 1712 1786 1398 1073 1099 1043 1044 1740 1082 966 952 1149 803 970 973 1134 972 1165 1170 1137 1488 1171 1040 1003 1038 910 895 1470 1056 889 1470 1407 998 926 1005 1166 1162 1400 1713 1321 1409 1330 1166 1160 1081 1164 1248 1097 881 825 1136 1328 1237 1318 1045 1158 962 1326 977 1076 1086 1074 878 910 1810 802 1949 1290 1405 925 1275 1275 933 1026 1050 921 1009 796 1401 1058 1399 1410 1873 1362 1522 1676 1383 1972 1970 1965 970 1800 815 815 814 813 817 1007 981 1078 997 976 1248 995 1409 1222 842 1763 2011 1915 1380 2026 1651 1655 2051 1735 1651 1072 913 904 965 956 899 895 922 1008 896 991 913 878 994 916 1124 1170 1124 895 1124 1032 999 996 1163 1003 1257 1250 1457 1226 807 1410 866 1401 1405 1357 1333 971 1054 1655 966 892 893 1380 967 974 1126 1236 1396 1239 1340 1510 992 882 2109 1066 1235 2160 1402 1235 1237 1089 1161 1088 1092 1050 1053 1141 1142 1321 1412 979 1146 981 1147 980 1611 1282 1283 1402 1553 1232 1424 1138 1293 1073 1375 1372 1226 1421 1456 977 1078 999 931 915 1177 882 1481 1230 1404 1601 1256 1176 1342 1335 833 832 1158 1002 817 885 1012 988 992 885 1307 1004 1405 1248 1651 1741 1377 969 1721 975 1186 1129 1230 1160 1294 977 974 1080 977 1003 2381 1899 2300 1387 2543 1479 1281 1165 1307 1278 1489 1414 1404 1054 1406 923 1058 1057 1083 922 954 1054 1041 1046 964 1134 1054 1052 1131 1048 1997 1509 1133 1499 1350 964 1643 1720 1474 1565 1244 1678 1330 1884 1452 1129 971 902 912 996 1396 1421 1552 1134 1561 1092 1160 888 915 1162 1331 1156 1173 1100 1166 1594 1572 1582 1577 1581 1488 1329 2047 1326 1490 1583 1324 1744 1562 1608 Tree=0 num_leaves=38 num_cat=5 split_feature=0 25 2 0 10 0 7 7 4 3 25 10 10 2 3 2 0 0 25 26 6 0 0 26 4 10 2 25 25 0 0 6 0 3 4 0 0 split_gain=1.59644e+07 9.55324e+06 6.06028e+06 2.98913e+06 2.10004e+06 1.22684e+06 1.16209e+06 2.48011e+06 1.0095e+06 886321 658681 597586 1.01368e+06 495934 394480 429179 392630 209106 204633 204568 202691 179993 179147 156668 116316 95669.9 65981.9 58509.4 56073.8 31635.5 24014 22001.8 15511.9 14898 12255.7 9424.26 9204.18 threshold=1005.9575000000001 0 98.25500000000001 173.94850000000002 67.800000000000011 96.632500000000022 352.38000000000005 664.68750000000011 484.01500000000004 65.050000000000011 1 852.81250000000011 210.75000000000003 164.55774000000002 2.9625000000000008 217.52000000000004 462.80000000000007 13.003400000000001 2 2022.5000000000002 194.45000000000002 218.97000000000003 284.92500000000007 2022.5000000000002 14.655000000000003 523.74000000000012 387.99000000000007 3 4 33.705000000000005 540.74500000000012 259.12500000000006 146.62500000000003 157.58975000000007 223.66250000000002 27.463980000000003 173.32500000000002 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 10 13 -8 14 18 20 12 -6 17 16 -16 22 -1 21 -15 26 36 -5 -23 31 -14 27 -3 29 34 32 -22 -20 35 -12 -30 -7 right_child=2 5 -4 8 11 9 7 -9 -10 -11 28 -13 25 19 15 -17 -18 -19 30 -21 24 23 -24 -25 -26 -27 -28 -29 33 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=29.225977074687261 31.530675651282692 28.956380113253708 37.917405925580944 31.132845175255426 32.165521953706417 29.097183101007428 33.413346260161106 28.9266142628198 32.903197051069228 30.932763008172284 28.754020173624408 32.498674211332286 29.391448127699849 30.573709373909104 29.039831341891574 30.997370197308008 30.36275593889 29.941843109415732 28.744832528487596 29.586447982352155 28.908651763746228 30.580898291608776 32.439047624145743 29.472187336091668 30.058004262754405 30.278556791135756 29.308290812657656 28.844125409100872 28.679667494616016 29.1320794753989 29.294121763059582 29.310118916984923 28.985972905294755 28.955415260145152 29.003514262983288 28.786676160284962 29.358209680560858 leaf_weight=799 39 707 24 21 26 35 22 28 25 34 1265 20 31 41 24 21 36 43 36 43 20 25 21 26 20 20 37 1354 4071 23 20 43 103 20 20 84 22 leaf_count=799 39 707 24 21 26 35 22 28 25 34 1265 20 31 41 24 21 36 43 36 43 20 25 21 26 20 20 37 1354 4071 23 20 43 103 20 20 84 22 internal_value=28.9421 28.9126 33.9637 29.7326 29.5553 28.7861 29.4158 30.9008 31.0713 29.4121 28.7613 30.9586 30.5586 29.3356 30.6989 29.9533 31.1291 29.2625 29.2185 30.0683 28.9091 29.5297 31.7859 30.0157 29.3936 29.7393 28.8897 28.8822 28.703 28.7658 28.9685 29.1827 28.9235 28.6838 28.7579 28.6818 29.1979 internal_weight=0 9186 63 1221 1073 7965 976 50 148 301 7664 97 77 926 123 45 78 842 267 84 2181 108 42 51 83 51 2098 2061 5483 1308 159 63 139 4175 1285 4155 57 internal_count=9249 9186 63 1221 1073 7965 976 50 148 301 7664 97 77 926 123 45 78 842 267 84 2181 108 42 51 83 51 2098 2061 5483 1308 159 63 139 4175 1285 4155 57 cat_boundaries=0 2 5 8 10 13 cat_threshold=524672 1 295698432 2500133024 134220304 2155872256 268435488 134217728 25165824 2231435424 2249261056 1223688258 93224964 is_linear=0 shrinkage=1 Tree=1 num_leaves=38 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 25 26 2 10 10 26 24 0 6 26 5 24 0 26 24 2 3 25 0 3 4 5 0 26 26 6 0 split_gain=1.56467e+07 9.36315e+06 6.0582e+06 5.93968e+06 2.42875e+06 1.88849e+06 1.23779e+06 1.20243e+06 1.41814e+06 1.0317e+06 645548 645263 615120 607889 996960 482156 348334 336191 198661 169702 163473 149795 117893 85387.4 73216.1 121379 72200.4 54957.9 31006 14601.5 12011.8 9469.72 5467.02 13003.1 5461.62 3640.44 3329.92 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 1 2022.5000000000002 164.55774000000002 210.75000000000003 736.8325000000001 2022.5000000000002 2 240.75000000000003 194.45000000000002 2022.5000000000002 96.632500000000022 3 218.97000000000003 2022.5000000000002 4 392.18750000000006 244.35500000000002 5 33.705000000000005 157.58975000000007 223.66250000000002 48.761500000000005 210.75000000000003 2022.5000000000002 2022.5000000000002 366.17750000000007 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 12 17 10 21 -8 18 -10 16 -7 -15 -14 -1 -6 24 -19 35 22 34 -24 26 -26 -3 28 30 31 -12 -29 33 -23 -9 -20 -34 right_child=3 7 -4 -5 6 13 9 8 11 -11 27 -13 15 14 -16 -17 -18 19 20 -21 -22 32 23 -25 25 -27 -28 29 -30 -31 -32 -33 36 -35 -36 -37 -38 leaf_value=-0.16025797027478117 2.5626546629881251 0.0017003440659555443 6.1136317897978278 8.8855175813039153 0.16142607212066651 3.1911524537893445 5.0137747898101805 0.15977562697037406 3.0679713554382322 1.8756094256314364 -0.18623429863773319 0.96448372438975738 1.9529387913193814 0.50773155385797675 3.0768613831893261 0.49493145664532984 0.39980657908214134 1.1600566601753235 0.098846062796456469 2.0932448246604518 1.1427758804957073 0.084055578390757252 1.2233012514114381 0.43526636080308395 -0.11526643122466196 0.63424661723050213 0.50098372205098474 -0.25954451995055067 0.18804441534954572 0.013146841049194335 0.060764869689941409 -0.13402383632347234 -0.29642498449845744 -0.20798708869564919 -0.0450451431274414 0.25875144879023237 -0.14391993685466486 leaf_weight=129 39 838 21 24 20 26 20 23 25 22 1265 35 43 44 23 48 747 40 35 38 24 30 20 44 1208 22 30 4094 23 20 20 61 22 31 30 24 41 leaf_count=129 39 838 21 24 20 26 20 23 25 22 1265 35 43 44 23 48 747 40 35 38 24 30 20 44 1208 22 30 4094 23 20 20 61 22 31 30 24 41 internal_value=0 -0.0292765 0.782525 4.97136 0.695751 0.532254 1.93366 -0.154511 0.465281 3.36997 -0.179054 1.84094 0.401356 1.89331 1.38967 1.18388 0.320066 1.3181 -0.032742 1.61469 0.446943 0.122793 0.361742 0.681527 -0.0518751 -0.101039 0.0187408 -0.236762 -0.174542 -0.255792 -0.18239 -0.257702 -0.122 -0.0643595 0.0438393 0.163892 -0.197176 internal_weight=0 9186 1221 63 1200 1060 140 7965 301 42 7664 60 967 93 67 91 876 98 2181 78 83 241 117 64 2098 1230 868 5483 1308 4175 1285 4155 124 61 53 59 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 301 42 7664 60 967 93 67 91 876 98 2181 78 83 241 117 64 2098 1230 868 5483 1308 4175 1285 4155 124 61 53 59 63 cat_boundaries=0 2 5 6 7 8 11 cat_threshold=524672 1 295698432 2500133024 134220304 2176 3111 118 2249261056 1223688258 93224964 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=38 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 25 26 2 10 10 26 24 0 6 26 5 24 0 26 24 2 3 25 0 3 4 5 0 26 26 6 0 split_gain=1.53353e+07 9.1772e+06 5.9376e+06 5.82148e+06 2.38034e+06 1.85085e+06 1.21316e+06 1.1785e+06 1.38992e+06 1.01117e+06 632702 632422 602840 595792 977121 472561 343109 329500 194708 166325 160220 146814 115546 83688.2 71759.1 118963 70763.6 53864.3 30389 14310.9 11772.8 9281.27 5358.22 12744.3 5352.93 3567.99 3263.66 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 1 2022.5000000000002 164.55774000000002 210.75000000000003 736.8325000000001 2022.5000000000002 2 240.75000000000003 194.45000000000002 2022.5000000000002 96.632500000000022 3 218.97000000000003 2022.5000000000002 4 392.18750000000006 244.35500000000002 5 33.705000000000005 157.58975000000007 223.66250000000002 48.761500000000005 210.75000000000003 2022.5000000000002 2022.5000000000002 366.17750000000007 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 12 17 10 21 -8 18 -10 16 -7 -15 -14 -1 -6 24 -19 35 22 34 -24 26 -26 -3 28 30 31 -12 -29 33 -23 -9 -20 -34 right_child=3 7 -4 -5 6 13 9 8 11 -11 27 -13 15 14 -16 -17 -18 19 20 -21 -22 32 23 -25 25 -27 -28 29 -30 -31 -32 -33 36 -35 -36 -37 -38 leaf_value=0.012151914996184487 2.5370280627715283 0.0016833469614848887 6.0524956185477121 8.7966622392336529 0.1598117952346802 3.159240928063026 4.9636369915008549 0.15817787170410155 3.0372916381835937 1.8568533290516245 -0.18437194429650139 0.95483890254156933 1.9334094185052917 0.50265425205230718 3.0460927399345064 0.48998214205106105 0.44582635544567573 1.1484560918807984 0.097857602800641749 2.0723123643272805 1.1313481052716572 0.083215021133422856 1.2110682649612428 0.4309137010574341 -0.11411376520497911 0.62790419058366254 0.49597388776143392 -0.25694905831057691 0.1861639752595321 0.013015382766723633 0.060157213211059574 -0.13268358402564878 -0.29346073584123089 -0.2059072184562683 -0.04459468905131022 0.25616393327713011 -0.14248073484839463 leaf_weight=271 39 838 21 24 20 26 20 23 25 22 1265 35 43 44 23 48 605 40 35 38 24 30 20 44 1208 22 30 4094 23 20 20 61 22 31 30 24 41 leaf_count=271 39 838 21 24 20 26 20 23 25 22 1265 35 43 44 23 48 605 40 35 38 24 30 20 44 1208 22 30 4094 23 20 20 61 22 31 30 24 41 internal_value=0 -0.0289811 0.774719 4.92165 0.688814 0.526954 1.91433 -0.152965 0.460628 3.33627 -0.177264 1.82253 0.397367 1.87438 1.37577 1.17204 0.316893 1.30492 -0.0324146 1.59854 0.442474 0.121566 0.358125 0.674712 -0.0513564 -0.100029 0.0185534 -0.234394 -0.172796 -0.253234 -0.180566 -0.255125 -0.12078 -0.063716 0.043401 0.162253 -0.195204 internal_weight=0 9186 1221 63 1200 1060 140 7965 301 42 7664 60 967 93 67 91 876 98 2181 78 83 241 117 64 2098 1230 868 5483 1308 4175 1285 4155 124 61 53 59 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 301 42 7664 60 967 93 67 91 876 98 2181 78 83 241 117 64 2098 1230 868 5483 1308 4175 1285 4155 124 61 53 59 63 cat_boundaries=0 2 5 6 7 8 11 cat_threshold=524672 1 295698432 2500133024 134220304 3232 3111 118 2249261056 1223688258 93224964 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=39 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 25 2 10 10 26 24 0 6 26 5 24 0 26 24 2 3 25 0 4 3 5 0 26 26 26 6 0 split_gain=1.50301e+07 8.99531e+06 5.81936e+06 5.70563e+06 2.33283e+06 1.8139e+06 1.18902e+06 1.15505e+06 1.36226e+06 991051 619837 618732 590771 583936 957676 463157 337492 322943 191698 163015 157032 143892 113247 82022.8 71871.1 116833 69355.4 53890.7 28416.9 11846.2 9500.74 6988.04 5251.59 12490.7 5246.41 5119.92 3496.99 3198.71 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 1 164.55774000000002 210.75000000000003 736.8325000000001 2022.5000000000002 2 240.75000000000003 194.45000000000002 2022.5000000000002 96.632500000000022 3 218.97000000000003 2022.5000000000002 4 392.18750000000006 244.35500000000002 5 33.705000000000005 223.66250000000002 33.63000000000001 48.761500000000005 210.75000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 366.17750000000007 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 12 17 11 21 -8 -10 18 16 -7 -15 -14 -1 -6 24 -19 36 22 34 -24 26 -26 -3 28 29 -13 31 -29 33 -23 -9 -32 -20 -34 right_child=3 7 -4 -5 6 13 9 8 10 -11 -12 27 15 14 -16 -17 -18 19 20 -21 -22 32 23 -25 25 -27 -28 30 -30 -31 35 -33 37 -35 -36 -37 -38 -39 leaf_value=-0.1588834656914361 2.5116577803782927 0.00166650938479172 5.9919705708821622 8.7086957136789955 0.1582136926651001 3.1276486147367035 4.9140006847381592 0.15659609753152598 3.0069186660766607 1.8382848098061302 0.94529051712581091 -0.18553145568018076 1.9140753209313681 0.49762771303003484 3.0156318963092308 0.48508234461148586 0.39227544551009075 1.136971558570862 0.096879029955182758 2.0515892385181629 1.1200346223513287 0.082382878144582103 1.1989575853347778 0.42660456744107339 -0.11360185854997092 0.62162513732910163 0.49101414871215826 -0.25728441362217336 0.16484383026758831 0.059555629730224616 -0.044863848368326825 -0.14167274079232844 -0.29052612738175826 -0.20384814477735952 -0.04414874045054118 -0.20531388218119995 0.25360228776931765 -0.1410559226245415 leaf_weight=129 39 838 21 24 20 26 20 23 25 22 35 1416 43 44 23 48 747 40 35 38 24 30 20 44 1230 22 30 3859 24 20 30 53 22 31 30 59 24 41 leaf_count=129 39 838 21 24 20 26 20 23 25 22 35 1416 43 44 23 48 747 40 35 38 24 30 20 44 1230 22 30 3859 24 20 30 53 22 31 30 59 24 41 internal_value=0 -0.0286863 0.767009 4.87243 0.681964 0.521727 1.89518 -0.151436 0.456021 3.30291 1.8043 -0.175491 0.39344 1.85563 1.36202 1.16032 0.313776 1.29187 -0.0332442 1.58255 0.438049 0.12035 0.354543 0.667965 -0.0518526 -0.0998847 0.0183678 -0.232388 -0.175214 -0.182118 -0.252762 -0.255718 -0.119572 -0.0630788 0.0429669 -0.15123 0.160631 -0.193252 internal_weight=0 9186 1221 63 1200 1060 140 7965 301 42 60 7664 967 93 67 91 876 98 2203 78 83 241 117 64 2120 1252 868 5461 1460 1436 4001 3912 124 61 53 89 59 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 301 42 60 7664 967 93 67 91 876 98 2203 78 83 241 117 64 2120 1252 868 5461 1460 1436 4001 3912 124 61 53 89 59 63 cat_boundaries=0 2 5 6 7 8 11 cat_threshold=524672 1 295698432 2500133024 201329168 2176 3111 118 2249265152 1223690306 26132484 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=39 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 25 2 10 10 26 24 0 6 26 5 24 0 26 24 2 3 25 0 4 3 5 0 26 26 26 6 0 split_gain=1.4731e+07 8.81667e+06 5.70351e+06 5.59209e+06 2.28633e+06 1.77775e+06 1.16536e+06 1.13206e+06 1.33516e+06 971329 607502 606419 578978 572316 938618 453940 332464 316517 187883 159771 153907 141029 110994 80390.5 70440.8 114508 67975.3 52818.3 27851.4 11610.5 9311.67 6848.97 5147.09 12242.1 5142 5018.03 3427.4 3135.06 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 1 164.55774000000002 210.75000000000003 736.8325000000001 2022.5000000000002 2 240.75000000000003 194.45000000000002 2022.5000000000002 96.632500000000022 3 218.97000000000003 2022.5000000000002 4 392.18750000000006 244.35500000000002 5 33.705000000000005 223.66250000000002 33.63000000000001 48.761500000000005 210.75000000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 366.17750000000007 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 12 17 11 21 -8 -10 18 16 -7 -15 -14 -1 -6 24 -19 36 22 34 -24 26 -26 -3 28 29 -13 31 -29 33 -23 -9 -32 -20 -34 right_child=3 7 -4 -5 6 13 9 8 10 -11 -12 27 15 14 -16 -17 -18 19 20 -21 -22 32 23 -25 25 -27 -28 30 -30 -31 35 -33 37 -35 -36 -37 -38 -39 leaf_value=0.010781805014695136 2.4865412658300157 0.00164984459808732 5.9320510373796731 8.6216088704268135 0.15663154315948485 3.09637208205003 4.8648607006072995 0.15503012366916821 2.9768495384216314 1.8199019388719038 0.93583761147090372 -0.18367613801722135 1.8949345477791721 0.49265141963958742 2.9854756048451301 0.48023148894309997 0.43758160945845814 1.125601836681366 0.095910235813685837 2.0310733509063721 1.1088343016306561 0.08155904769897461 1.1869679889678955 0.42233852039683945 -0.1124658303532174 0.61540890260176229 0.48610400327046716 -0.25471157146729267 0.16319539626439411 0.058960077285766604 -0.044415220896402999 -0.14025601458999346 -0.28762086521495472 -0.20180966023475894 -0.043707256317138669 -0.2032607509726185 0.25106626828511558 -0.1396453657382872 leaf_weight=271 39 838 21 24 20 26 20 23 25 22 35 1416 43 44 23 48 605 40 35 38 24 30 20 44 1230 22 30 3859 24 20 30 53 22 31 30 59 24 41 leaf_count=271 39 838 21 24 20 26 20 23 25 22 35 1416 43 44 23 48 605 40 35 38 24 30 20 44 1230 22 30 3859 24 20 30 53 22 31 30 59 24 41 internal_value=0 -0.0283969 0.759358 4.82371 0.675164 0.516532 1.87623 -0.149921 0.451461 3.26988 1.78626 -0.173736 0.38953 1.83708 1.3484 1.14872 0.310665 1.27895 -0.0329118 1.56673 0.433668 0.119146 0.350998 0.661285 -0.0513341 -0.0988859 0.0181842 -0.230064 -0.173462 -0.180297 -0.250234 -0.253161 -0.118376 -0.062448 0.0425373 -0.149717 0.159025 -0.191319 internal_weight=0 9186 1221 63 1200 1060 140 7965 301 42 60 7664 967 93 67 91 876 98 2203 78 83 241 117 64 2120 1252 868 5461 1460 1436 4001 3912 124 61 53 89 59 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 301 42 60 7664 967 93 67 91 876 98 2203 78 83 241 117 64 2120 1252 868 5461 1460 1436 4001 3912 124 61 53 89 59 63 cat_boundaries=0 2 5 6 7 8 11 cat_threshold=524672 1 295698432 2500133024 201329168 3232 3111 118 2249265152 1223690306 26132484 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=43 num_cat=10 split_feature=25 5 1 1 24 12 25 2 3 8 1 3 1 3 1 26 19 4 25 24 26 6 8 25 1 24 24 24 3 26 24 6 1 2 1 3 1 4 7 26 3 1 split_gain=1.24045e+07 6.01171e+06 3.65475e+06 1.7469e+06 1.41806e+06 1.40917e+06 1.06265e+06 880558 736009 734887 519124 731590 519114 370975 264654 250251 243355 215995 194980 200818 144096 110092 72656.1 71426.7 54159.3 49082.1 35329.1 27907.2 17772.9 10526.9 16505.8 10493.7 5639.42 5035.69 2690.94 2554.59 1808.45 1239.68 1011.55 309.251 248.26 107.842 threshold=0 1341.6425000000002 1272.8850000000002 47.808000000000007 1 312.37500000000006 2 98.25500000000001 325.22950000000009 166.11250000000004 65.050000000000011 232.70000000000002 111.65000000000002 241.87500000000003 100.46247000000001 2022.5000000000002 224.79000000000002 47.808000000000007 3 4 2022.5000000000002 256.61250000000007 20.567400000000003 5 169.17500000000004 6 7 8 136.29000000000002 2022.5000000000002 9 379.49000000000007 27.198000000000004 4.2340000000000009 72.935000000000016 98.25500000000001 68.280000000000015 96.100500000000011 27.463980000000003 2022.5000000000002 174.80000000000004 40.213800000000006 decision_type=9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 1 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 8 10 13 14 15 16 12 -12 -6 -5 -1 18 -9 19 20 -2 25 24 27 -14 -20 -21 39 29 34 -31 -23 35 36 -29 37 41 38 -25 -8 -30 -34 right_child=6 -3 -4 5 7 -7 23 17 -10 -11 11 -13 22 -15 -16 -17 -18 -19 21 26 -22 31 -24 32 -26 -27 -28 28 40 30 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=0.83002292093153929 0.2069715103149414 6.3600890197753905 4.4063251900672915 2.0120190316980535 0.15380365741057475 3.8283522537231445 -0.020755227152506512 1.5823939564594856 2.7453801714140793 3.0741568050384522 1.826454984664917 2.3257484321594242 0.47778953552246095 1.0416201375512517 0.82189067640612212 1.4641187237776243 1.0782197179794313 0.43605433637445623 0.0053253535220497529 -0.086292918970887089 0.96244151994293814 0.48539983630180361 0.67973806953430171 -0.25847737038905805 -0.053783877581044137 -0.1115359010407065 0.12583661593747944 -0.21899260512093449 -0.0017172555923461914 -0.11476288239852242 -0.21765555444415707 0.20878336826960248 -0.24438498522341254 -0.036733503945171837 -0.11149212757746378 -0.1492405180497603 -0.1590459963583177 -0.17884692668914795 -0.21316302146911623 -0.049194840406760192 0.048108475685119625 -0.27722421741485598 leaf_weight=155 50 20 28 22 610 25 75 65 29 20 20 20 23 51 124 104 20 22 484 132 51 32 20 3339 115 1454 168 782 20 450 363 24 20 20 24 22 31 20 50 78 20 20 leaf_count=155 50 20 28 22 610 25 75 65 29 20 20 20 23 51 124 104 20 22 484 132 51 32 20 3339 115 1454 168 782 20 450 363 24 20 20 24 22 31 20 50 78 20 20 internal_value=0 0.913525 0.834006 0.752486 0.585975 1.60752 -0.145353 0.342205 1.29026 1.18479 0.0200044 0.512338 0.308584 0.222304 1.00123 1.08464 -0.020278 1.29251 -0.0294513 0.169291 0.535433 -0.0699173 0.116448 -0.226243 0.0348117 -0.0828988 0.0327268 -0.171444 -0.183928 -0.190182 -0.164793 0.36685 -0.253871 -0.176893 -0.215792 -0.256652 -0.216375 -0.257346 -0.257809 -0.033091 0.0231956 -0.260805 internal_weight=0 1275 1255 1227 1027 200 7947 748 175 279 2613 198 178 661 146 259 2415 87 2395 401 101 1994 158 5334 138 1938 300 1812 1659 1619 813 56 3522 91 806 3431 71 3409 3389 153 40 40 internal_count=9222 1275 1255 1227 1027 200 7947 748 175 279 2613 198 178 661 146 259 2415 87 2395 401 101 1994 158 5334 138 1938 300 1812 1659 1619 813 56 3522 91 806 3431 71 3409 3389 153 40 40 cat_boundaries=0 1 2 5 7 8 11 12 13 14 15 cat_threshold=532864 7 127926272 2617573537 201328656 16777216 201392129 112 2416263168 1123158274 51299853 74 1796 4 1811 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=23 num_cat=1 split_feature=1 3 5 10 2 4 8 2 10 10 1 1 1 1 2 24 26 3 3 3 1 1 split_gain=6.35093e+06 4.64647e+06 3.18e+06 2.00255e+06 1.86039e+06 1.47085e+06 1.09554e+06 1.04228e+06 502448 921140 486515 319185 585093 310707 261875 249685 248514 248427 194220 191048 81352.3 48108.3 threshold=293.06250000000006 330.20350000000008 1265.0725000000002 1064.4750000000001 164.55774000000002 174.37500000000003 31.902000000000001 157.58975000000007 64.050000000000011 103.13625000000002 1183.6900000000003 67.485000000000014 100.46247000000001 458.28125000000006 284.92500000000007 0 2022.5000000000002 58.875000000000007 231.15000000000003 241.87500000000003 660.10000000000002 346.12500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=2 5 3 4 8 10 15 -3 11 -10 14 19 -13 -7 20 16 -6 -11 -17 -1 21 -2 right_child=1 7 -4 -5 6 13 -8 -9 9 17 -12 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23 leaf_value=-0.11341793038900969 -0.15014951315793126 2.675074263572693 3.9409898195266728 2.9623831150748514 1.384571138467301 1.7556580705642699 2.3946303306988308 5.6869964663187664 1.8443887879968517 -0.054533829049366274 1.9597923727035522 1.1947391796112061 -0.013860480321752952 3.5183456840515137 1.2995645854689857 0.0086073316607558938 0.44631957588524657 0.8964074510516542 1.0348560385270553 0.27012234171231586 -0.34819172760535927 0.38504397996714418 leaf_weight=8063 22 20 20 22 55 20 35 27 36 164 20 53 164 20 22 114 58 33 22 132 29 71 leaf_count=8063 22 20 20 22 55 20 35 27 36 164 20 53 164 20 22 114 58 33 22 132 29 71 internal_value=0 1.57073 -0.042042 -0.0509416 -0.0583661 0.917665 0.738021 4.40533 -0.0845285 0.373545 0.498314 -0.0972164 0.281327 2.637 0.295331 0.505165 0.829577 0.104761 0.162658 -0.10724 0.11424 0.258439 internal_weight=0 251 8971 8951 8929 204 284 47 8645 233 164 8412 217 40 144 249 113 197 136 8195 122 93 internal_count=9222 251 8971 8951 8929 204 284 47 8645 233 164 8412 217 40 144 249 113 197 136 8195 122 93 cat_boundaries=0 1 cat_threshold=624 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=35 num_cat=6 split_feature=0 25 5 0 10 25 0 10 0 10 0 24 0 0 0 0 0 0 0 0 18 25 24 8 25 4 0 0 3 5 6 0 0 5 split_gain=1.27117e+07 8.35267e+06 4.60588e+06 2.83216e+06 1.21601e+06 942385 693747 631487 603537 538315 470796 422782 381324 248221 233890 213309 196137 702919 192533 145291 140623 131408 351304 85095.6 45846.3 45447.4 30902.4 82525.3 13351.7 9091.96 7804.2 6760.05 5230.06 1.26176 threshold=960.86250000000007 0 1211.5375000000001 173.94850000000002 67.800000000000011 1 123.63250000000001 210.75000000000003 1219.7885000000003 736.8325000000001 300.91450000000003 2 242.38250000000002 10.010400000000002 210.75000000000003 174.80000000000004 417.90600000000001 486.41000000000003 258.76500000000004 1660.4350000000002 226.95300000000003 3 4 345.49500000000006 5 199.12500000000003 366.17750000000007 491.05000000000013 145.85500000000005 20.812400000000004 99.89997000000001 29.857500000000002 290.03125000000006 154.27494000000004 decision_type=2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 6 20 -6 -2 -9 -5 23 14 -13 15 -8 -12 -18 24 -10 21 22 -3 -1 29 -23 32 -28 31 30 -7 -26 -14 -31 right_child=8 5 -4 10 7 18 12 9 19 -11 16 13 26 -15 -16 -17 17 -19 -20 -21 -22 25 -24 -25 28 -27 27 -29 -30 33 -32 -33 -34 -35 leaf_value=0.027041804790496827 3.1713087381720544 0.56143453645312102 5.3855602536882667 2.9239805603027342 2.8953548959585338 -0.16449213270901047 1.5852295827865601 0.37987116303554802 5.901555557250977 2.2025989811237041 0.89211433428984421 0.48118045389845149 0.18621928977966309 1.2940254012942314 2.1516871347427369 0.15829771822149105 3.3949843926863235 1.2500082689285279 0.70989555272189053 4.6961887311935424 0.802488883972168 -0.072109256863966409 -0.22579623935458898 0.70115033531188975 -0.24759489197880916 0.1537467546360467 0.85389160871505743 0.054774345670427591 0.013364272117614746 -0.28115972148047552 -0.0083184224909002135 -0.16225436192437223 -0.030738138580322264 -0.28399012156895231 leaf_weight=294 20 111 21 40 26 1053 20 43 20 26 26 618 20 40 20 22 22 50 22 20 20 2121 101 20 4044 93 24 28 20 36 33 95 25 28 leaf_count=294 20 111 21 40 26 1053 20 43 20 26 26 618 20 40 20 22 22 50 22 20 20 2121 101 20 4044 93 24 28 20 36 33 95 25 28 internal_value=0 -0.0282096 0.736591 0.661684 0.487334 -0.147103 0.00897843 1.56717 4.58968 1.0667 2.00974 0.381794 0.649081 0.522651 1.26163 0.837789 1.63658 1.90542 -0.223247 5.29887 -0.0325942 -0.0394786 0.193109 0.0678188 -0.227534 -0.0623405 0.257557 0.423598 -0.243804 -0.165136 -0.159747 -0.245636 0.0656874 -0.282398 internal_weight=0 9162 1226 1205 1067 7936 2605 95 60 69 138 972 159 658 62 42 98 72 5331 40 2446 2426 212 314 5309 2214 97 52 4159 1150 1086 4139 45 64 internal_count=9222 9162 1226 1205 1067 7936 2605 95 60 69 138 972 159 658 62 42 98 72 5331 40 2446 2426 212 314 5309 2214 97 52 4159 1150 1086 4139 45 64 cat_boundaries=0 1 4 5 7 8 11 cat_threshold=532864 127926272 2617573537 201328656 3232 16777216 134217729 634 2415984640 1114638338 17482244 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=32 num_cat=7 split_feature=0 25 2 5 0 10 25 0 1 1 0 10 10 24 2 19 0 0 0 25 24 8 24 25 0 0 3 26 0 5 0 split_gain=1.24587e+07 8.18637e+06 6.06359e+06 4.51423e+06 2.7758e+06 1.19182e+06 923735 679913 804303 627889 660466 618920 527602 414369 376051 206019 203110 336083 188701 114457 333773 83402.2 48453.3 44933.9 14141.2 33403 13086 9374.05 9367.21 9050.56 6625.53 threshold=960.86250000000007 0 98.25500000000001 1211.5375000000001 173.94850000000002 67.800000000000011 1 123.63250000000001 58.430000000000007 259.87500000000006 438.04750000000007 210.75000000000003 736.8325000000001 2 164.55774000000002 202.65000000000003 287.36250000000007 486.41000000000003 258.76500000000004 3 4 345.49500000000006 5 6 218.97000000000003 274.72500000000008 145.85500000000005 2022.5000000000002 55.656960000000005 41.777500000000011 29.857500000000002 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 1 9 2 2 2 2 2 2 2 left_child=1 3 -2 4 5 13 7 15 24 16 -11 -7 -13 21 -15 19 -6 -18 23 20 -3 -1 -21 27 -9 -26 30 28 -8 -29 -25 right_child=2 6 -4 -5 9 11 18 8 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 22 -22 -23 -24 26 25 -27 -28 29 -30 -31 -32 leaf_value=0.026771399184149138 2.2959014644622804 0.53915563948949174 9.0395595266819004 5.3317047932034454 0.78875168213477509 2.8664012967623198 -0.20185156361262002 0.064477080737843237 1.8901739110702125 4.2634466098603747 1.7554298473539809 0.37607246021891749 2.1805729954059307 0.45166508238967168 1.3015530144540888 0.97852361440658575 2.4781925977242962 1.0901134999593098 0.70279656670310275 -0.014872273125818798 -0.22516685587114993 0.69413882923126224 -0.10877164815501489 -0.24511894378597404 0.66339620590209958 0.19689286289793073 0.013230632781982421 -0.12494291491580732 -0.0076467440678523136 -0.27917861891955864 -0.16063182018932545 leaf_weight=294 40 110 20 21 26 26 555 34 39 21 21 43 26 601 57 20 37 33 22 1110 103 20 1103 4044 20 66 20 528 26 41 95 leaf_count=294 40 110 20 21 26 26 555 34 39 21 21 43 26 601 57 20 37 33 22 1110 103 20 1103 4044 20 66 20 528 26 41 95 internal_value=0 -0.0279238 4.54379 0.729225 0.655067 0.48246 -0.145628 0.00890148 0.64259 1.98964 3.00944 1.5515 1.05603 0.377976 0.517424 -0.0322545 1.54348 1.82381 -0.221014 -0.0405874 0.176031 0.0671406 -0.0619522 -0.225259 0.237126 0.305382 -0.241366 -0.163485 -0.193161 -0.136057 -0.24318 internal_weight=0 9162 60 1226 1205 1067 7936 2605 159 138 42 95 69 972 658 2446 96 70 5331 2426 213 314 2213 5309 120 86 4159 1150 581 569 4139 internal_count=9222 9162 60 1226 1205 1067 7936 2605 159 138 42 95 69 972 658 2446 96 70 5331 2426 213 314 2213 5309 120 86 4159 1150 581 569 4139 cat_boundaries=0 1 4 5 7 8 9 12 cat_threshold=532864 127926272 2617573537 201328656 3232 16777216 134217729 634 1142 2415984640 1114638338 17482244 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=46 num_cat=12 split_feature=25 5 1 1 24 4 25 1 26 1 3 3 1 3 1 7 19 24 25 24 26 6 25 5 24 1 24 24 6 24 1 3 6 26 1 4 25 26 1 4 26 4 6 1 26 split_gain=1.15902e+07 5.60821e+06 3.44042e+06 1.63125e+06 1.3869e+06 1.13598e+06 993832 719476 528320 524123 678087 511911 483702 395955 387899 234651 230846 220731 180972 192235 139295 110576 85854.4 52954.3 50417.2 50187.1 46661.4 34378.6 18518.3 25397.8 13040.7 12810.5 12606.9 11508.3 8007.39 6186.87 4345.8 7703.33 7176.15 3407.44 3106.54 2720.75 2651.85 326.347 217.641 threshold=0 1341.6425000000002 1272.8850000000002 47.808000000000007 1 66.112500000000011 2 116.57500000000002 2022.5000000000002 65.050000000000011 232.70000000000002 113.00000000000001 111.65000000000002 241.87500000000003 378.05000000000007 13.037000000000001 211.57500000000002 3 4 5 2022.5000000000002 256.61250000000007 6 130.94000000000003 7 244.35500000000002 8 9 73.160000000000011 10 317.06250000000006 177.05000000000004 379.49000000000007 2022.5000000000002 136.29000000000002 150.01600000000005 11 2022.5000000000002 68.280000000000015 35.001570000000008 2022.5000000000002 41.639500000000005 14.700000000000001 24.441250000000004 2022.5000000000002 decision_type=9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 9 2 1 2 1 1 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 7 9 -5 -1 16 12 -7 -11 17 -9 -10 18 -6 19 20 -2 26 24 -15 28 33 -20 -21 29 40 -27 36 -23 -14 35 42 37 43 39 -38 -8 -39 -26 -24 -31 right_child=6 -3 -4 5 13 11 22 14 15 10 -12 -13 25 23 -16 -17 -18 -19 21 27 -22 32 31 -25 34 30 -28 -29 -30 44 -32 -33 -34 -35 -36 -37 38 41 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.81035150331258776 0.20070929603576659 6.1436288661956793 4.2722092700004577 2.6413884975599204 -0.077632384733720264 1.765608218799938 0.071658608016147415 0.020052136878172557 1.9210217460989953 1.7877359831333162 2.2747196855545044 3.5407038682699206 0.22051606280536487 1.2660817955070072 1.2092594039067626 0.88060584477015913 1.0548406286239624 0.35263281541353708 0.0096843016173813364 -0.085342052620901193 0.94348606633205034 0.54347567593609847 -0.2320758195864126 0.64765810489654541 -0.19167400105794272 -0.20953167610168458 -0.10905328241709088 0.12390544698479471 0.25111826397123793 -0.15528278821990604 0.058649814779108224 0.016305737495422364 0.22487743543541949 0.50223917270528862 -0.01760941709790911 -0.049365962346394857 -0.25214573473706098 -0.1797753059844629 -0.095464159250259403 -0.16144354615892684 -0.010525057656424386 -0.27298371286103218 -0.28353104620268854 -0.2731107521057129 -0.13301930717799976 leaf_weight=155 50 20 28 23 155 33 93 48 96 20 20 32 29 45 64 28 20 528 445 132 51 27 626 20 660 25 1334 168 21 84 66 20 23 29 28 30 2991 614 30 42 91 33 33 20 92 leaf_count=155 50 20 28 23 155 33 93 48 96 20 20 32 29 45 64 28 20 528 445 132 51 27 626 20 660 25 1334 168 21 84 66 20 23 29 28 30 2991 614 30 42 91 33 33 20 92 internal_value=0 0.883021 0.806223 0.72713 0.566225 1.55337 -0.140511 1.03042 1.15806 0.0276493 0.533553 2.6395 0.327498 0.325638 0.699599 1.68609 -0.0147238 0.259015 -0.0243163 0.165669 0.523903 -0.0665118 -0.214889 1.0758 -0.13322 0.131493 -0.0799108 0.0320535 -0.0365769 -0.0543752 -0.0150264 -0.235663 0.39692 0.361378 -0.181124 -0.189962 -0.237361 -0.207316 -0.248556 -0.25089 0.0294148 -0.184529 -0.196048 -0.233346 -0.135922 internal_weight=0 1275 1255 1227 1027 200 7947 135 279 2439 189 65 169 748 112 124 2250 683 2230 401 101 1829 5508 65 1132 149 1779 300 381 360 91 4376 50 58 751 723 4356 1293 3063 3033 184 647 693 646 176 internal_count=9222 1275 1255 1227 1027 200 7947 135 279 2439 189 65 169 748 112 124 2250 683 2230 401 101 1829 5508 65 1132 149 1779 300 381 360 91 4376 50 58 751 723 4356 1293 3063 3033 184 647 693 646 176 cat_boundaries=0 1 2 5 6 8 9 12 13 14 15 16 19 cat_threshold=532864 7 94371840 2617573537 201326608 640 16777216 201392129 112 2449473536 7342082 706564 1286 74 1796 260 538394656 1116341056 50599657 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=34 num_cat=6 split_feature=0 25 0 20 4 25 0 2 24 2 0 0 5 24 2 25 19 10 26 0 0 0 26 6 0 0 3 25 0 6 0 4 0 split_gain=1.17726e+07 6.21799e+06 1.63822e+06 1.28172e+06 975405 775425 655172 631802 488655 524672 421760 389858 362794 316865 253891 248911 160530 138332 127524 122898 329495 191763 93524.1 70844.4 21261.3 14616.4 12266.1 14412.7 6333.3 4546.07 4003.18 2971.5 2112.46 threshold=1165.3425000000004 0 174.80000000000004 73.46250000000002 449.64000000000004 1 28.484500000000004 331.12500000000006 2 844.84875000000011 1660.4350000000002 300.91450000000003 198.00000000000003 3 557.67000000000019 4 211.57500000000002 96.632500000000022 2022.5000000000002 157.58975000000007 242.38250000000002 108.50550000000001 2022.5000000000002 194.45000000000002 209.55000000000004 360.99000000000007 164.55774000000002 5 27.463980000000003 103.77628000000001 3.0600000000000005 48.761500000000005 68.280000000000015 decision_type=2 9 2 2 2 9 2 2 1 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 8 7 6 14 11 12 17 -2 -4 15 19 16 -1 23 -10 -13 21 -21 -8 25 -3 -24 -15 27 30 29 -29 31 -7 -30 right_child=10 5 4 -5 -6 26 13 -9 9 -11 -12 18 -14 22 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 28 32 -31 -32 -33 -34 leaf_value=0.22930279196762457 6.1692916939475326 -0.09538573866837094 1.9517906805185172 2.9245622852870397 3.4779930881831955 -0.15590502934069811 1.2306331132707142 2.608155551707303 0.096892106714249276 1.757484371548607 4.1880109659830733 0.97457494152916813 -0.29002043975026981 0.31215853720444897 0.97392134044481371 0.83867918031174049 0.81223822212219232 0.69547474202655613 0.16348746935526531 2.229648924328032 0.66135248390403956 -0.077867494424184155 -0.21696165015300115 0.18210464778699373 0.082256229075979681 0.61562004543486093 0.016303965568542481 -0.24268103112349745 -0.11888550443469355 -0.10463396867116292 -0.27215510504586354 -0.27488831259987573 -0.20816895507416636 leaf_weight=113 22 2918 26 21 23 457 21 27 478 21 21 36 38 65 23 391 20 42 42 21 37 24 48 95 47 21 20 3952 53 24 35 22 53 leaf_count=113 22 2918 26 21 23 457 21 27 478 21 21 36 38 65 23 391 20 42 42 21 37 24 48 95 47 21 20 3952 53 24 35 22 53 internal_value=0 -0.0429147 0.607613 0.477664 1.57865 -0.146356 -0.0299861 1.24518 0.430217 0.20405 5.20169 0.891324 0.640387 0.429357 -0.0727718 0.723243 -0.0807092 0.145239 0.537836 0.843072 1.22918 0.532766 0.139635 -0.0866365 -0.0689275 0.38626 -0.23031 -0.231885 -0.239228 -0.241848 -0.16569 -0.16137 -0.163527 internal_weight=0 9214 1258 1104 154 7956 3340 131 1083 541 43 104 542 284 3056 504 3033 520 78 103 58 45 181 3013 95 86 4616 4596 4082 3976 514 479 106 internal_count=9257 9214 1258 1104 154 7956 3340 131 1083 541 43 104 542 284 3056 504 3033 520 78 103 58 45 181 3013 95 86 4616 4596 4082 3976 514 479 106 cat_boundaries=0 2 5 6 7 9 12 cat_threshold=532864 16777216 2476736512 3691315427 201328656 605 29 524288 16777216 67174400 40896512 17563652 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=33 num_cat=5 split_feature=0 25 1 1 12 25 0 26 0 10 2 24 1 0 2 10 1 0 19 2 25 0 11 0 24 26 3 2 5 5 26 3 split_gain=1.15383e+07 6.09563e+06 2.08829e+06 1.55731e+06 1.43217e+06 761826 656354 922627 600546 599922 582957 537530 494539 357805 277527 273640 284395 229992 153110 118501 75670.3 70284.8 64712.5 53905.7 34796.4 14902 12367.2 5335.87 4943.79 3017.73 1892.31 1440.04 threshold=1165.3425000000004 0 50.217500000000008 96.71250000000002 312.37500000000006 1 184.44910000000004 2022.5000000000002 68.280000000000015 788.58750000000009 1013.1050000000001 2 68.280000000000015 308.62500000000006 515.86500000000012 21.380000000000003 134.19600000000003 287.36250000000007 190.42000000000004 150.70850000000004 3 218.97000000000003 360.14500000000004 453.00000000000006 4 2022.5000000000002 136.29000000000002 27.463980000000003 33.705000000000005 51.82500000000001 2022.5000000000002 15.315000000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 9 -2 6 8 15 -8 14 10 11 19 23 -14 18 16 -4 -13 22 -1 21 24 -3 25 30 -10 27 29 -26 -22 -7 -29 right_child=3 5 4 -5 -6 20 7 -9 12 -11 -12 17 13 -15 -16 -17 -18 -19 -20 -21 26 -23 -24 -25 28 -27 -28 31 -30 -31 -32 -33 leaf_value=0.6466398295092658 3.3750564525438391 -0.073571481792653701 1.7209797630310057 7.1904810543060309 3.7024870241605319 -0.032024005733124195 3.3472510785481022 0.75301926027123745 0.25918747488657634 2.1361380300521851 2.0778211221694947 0.13231952236204669 1.9812358942898838 0.31147916158040362 1.0194675842920939 1.9044942531585694 0.40898117281261243 0.88852161695790843 0.81019141864776612 1.4402942504882814 -0.23685518863185612 0.45778987693786621 0.44829354047775272 0.66739927043085512 -0.16406626578278535 0.045800484021504717 0.015191690444946289 -0.18378330802917484 -0.27572744187854586 -0.16020300975212684 0.039497303009033202 -0.090830352663993835 leaf_weight=317 23 2390 20 20 26 73 29 26 60 20 20 622 33 21 24 20 95 43 20 20 4178 20 24 23 709 72 20 100 42 52 75 20 leaf_count=317 23 2390 20 20 26 73 29 26 60 20 20 622 33 21 24 20 95 43 20 20 4178 20 24 23 709 72 20 100 42 52 75 20 internal_value=0 -0.042474 0.601621 5.14967 1.50128 -0.144892 1.20006 2.12089 -0.00683034 0.420901 0.387335 0.353593 0.507756 1.33189 -0.0506126 0.824909 0.637155 0.178532 -0.0611639 0.673748 -0.214366 -0.127151 -0.0683831 0.220639 -0.141578 0.142795 -0.232375 -0.234047 -0.168073 -0.235913 0.00395282 -0.168291 internal_weight=0 9214 1258 43 216 7956 190 55 2667 1042 1022 1002 209 54 2458 135 115 665 2434 337 5289 919 2414 155 899 132 4370 4350 751 4230 148 120 internal_count=9257 9214 1258 43 216 7956 190 55 2667 1042 1022 1002 209 54 2458 135 115 665 2434 337 5289 919 2414 155 899 132 4370 4350 751 4230 148 120 cat_boundaries=0 2 5 6 9 10 cat_threshold=532864 16777216 60817408 2617311395 201328656 1097 2483093504 1080295488 4 10 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=34 num_cat=5 split_feature=0 25 1 1 0 25 10 2 0 10 2 24 1 0 2 1 0 2 6 2 19 6 25 0 0 24 0 3 2 5 5 26 3 split_gain=1.13086e+07 5.97433e+06 2.04674e+06 1.52632e+06 1.02882e+06 746666 624376 610038 588734 587984 571356 526833 495605 322444 272475 235996 225415 222543 212035 205705 150395 78533.8 74164.5 68886.2 55249.7 34103.9 12932.2 12121.1 5229.69 4845.41 2957.68 1854.66 1411.38 threshold=1165.3425000000004 0 50.217500000000008 96.71250000000002 178.63500000000002 1 67.800000000000011 47.808000000000007 58.430000000000007 788.58750000000009 1013.1050000000001 2 67.485000000000014 308.62500000000006 515.86500000000012 127.72750000000002 287.36250000000007 352.38000000000005 39.961300000000001 210.75000000000003 190.42000000000004 194.45000000000002 3 218.97000000000003 453.00000000000006 4 317.06250000000006 136.29000000000002 27.463980000000003 33.705000000000005 51.82500000000001 2022.5000000000002 15.315000000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 left_child=1 2 9 -2 6 8 15 -6 14 10 11 18 24 -14 20 -4 -13 -9 -1 -17 21 -3 23 25 26 31 -10 28 30 -27 -24 -7 -30 right_child=3 5 4 -5 7 22 -8 17 12 -11 -12 16 13 -15 -16 19 -18 -19 -20 -21 -22 -23 27 -25 -26 29 -28 -29 32 -31 -32 -33 -34 leaf_value=0.75309314273652572 3.341305908949479 -0.07967251297009402 1.7037699813842773 7.1185764083862306 3.6663338074860752 -0.03170375954614927 2.4193837477610662 0.97626466178894056 0.1758363857100495 2.1147766447067262 2.0570428504943847 0.13099632408314196 1.8675699296262531 0.30836435227167036 1.009272878964742 0.29055191413855846 0.8796363822803942 2.4337539547681808 -0.26234272783452811 1.4230201091766359 0.80208950233459475 0.22806670499402423 -0.23448663958561886 0.45321199131011969 0.66072524941485866 -0.16242560296536165 -0.079758082230885818 0.015039788246154786 -0.18194546718597412 -0.27297016824994769 -0.15860097756752603 0.039102333068847653 -0.089922054290771491 leaf_weight=315 23 2320 20 20 27 73 26 20 113 20 20 622 36 21 24 81 43 22 22 20 20 86 4178 20 23 709 24 20 100 42 52 75 20 leaf_count=315 23 2320 20 20 27 73 26 20 113 20 20 622 36 21 24 81 43 22 22 20 20 86 4178 20 23 709 24 20 100 42 52 75 20 internal_value=0 -0.0420493 0.595605 5.09818 1.48627 -0.143443 1.01343 2.49361 -0.00676204 0.416692 0.383462 0.350057 0.492443 1.29313 -0.051005 0.711327 0.176747 1.73971 0.667011 0.514803 -0.0614941 -0.0686727 -0.212222 -0.125879 0.2072 -0.140163 0.131061 -0.230051 -0.231707 -0.166392 -0.233554 0.00391329 -0.166608 internal_weight=0 9214 1258 43 216 7956 147 69 2667 1042 1022 1002 217 57 2450 121 665 42 337 101 2426 2406 5289 919 160 899 137 4370 4350 751 4230 148 120 internal_count=9257 9214 1258 43 216 7956 147 69 2667 1042 1022 1002 217 57 2450 121 665 42 337 101 2426 2406 5289 919 160 899 137 4370 4350 751 4230 148 120 cat_boundaries=0 2 5 6 9 10 cat_threshold=532864 16777216 60817408 2617311395 201328656 1097 2483093504 1080295488 4 10 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=38 num_cat=8 split_feature=0 25 0 20 4 25 2 0 24 2 0 0 2 25 24 4 10 26 26 6 26 0 0 0 26 25 0 25 24 3 0 0 2 7 6 26 3 split_gain=1.10836e+07 5.85544e+06 1.54159e+06 1.24513e+06 943406 731807 608527 577395 470231 499149 411084 387533 266601 217995 210798 134303 130709 125027 123881 112767 158330 89061.4 352718 81032.5 76985.2 72688.6 67515.3 46530.6 33425.3 11879.9 7929.09 6944.71 5125.61 4331.97 2936.18 1817.75 1383.3 threshold=1165.3425000000004 0 174.80000000000004 73.46250000000002 449.64000000000004 1 331.12500000000006 68.280000000000015 2 844.84875000000011 1660.4350000000002 300.91450000000003 515.86500000000012 3 4 10.942500000000003 96.632500000000022 2022.5000000000002 2022.5000000000002 194.45000000000002 2022.5000000000002 244.35500000000002 164.55774000000002 375.58250000000004 2022.5000000000002 5 218.97000000000003 6 7 136.29000000000002 290.03125000000006 252.37200000000004 27.463980000000003 14.811000000000002 103.77628000000001 2022.5000000000002 15.315000000000001 decision_type=2 9 2 2 2 9 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 7 11 12 13 16 -2 -4 19 15 17 -1 -10 30 -13 27 -21 22 -16 -23 -15 26 28 -3 35 32 -9 -19 34 -30 -27 -7 -34 right_child=10 5 4 -5 -6 25 -8 14 9 -11 -12 18 -14 24 21 -17 -18 31 -20 20 -22 23 -24 -25 -26 29 -28 -29 33 -31 -32 -33 36 -35 -36 -37 -38 leaf_value=0.82285574671375716 6.002471688010476 -0.13331660390186081 1.9136839851966272 2.8753196625482467 3.3995431555872382 -0.031386729201225386 2.5412947644127741 0.58215311481106669 0.09081218756002736 1.7103516060965402 4.0464271125339328 0.93440521081288652 0.99918015797932935 0.45004368603229522 0.5380463826028925 0.28001853392674375 0.67266967569078717 -0.10568364206949869 0.13498815536499023 1.0491252499534971 0.054002909019811834 0.10222697604786266 2.1291044755415482 0.9817111816406251 -0.055279268967477896 -0.23192236075110381 0.44867984771728514 -0.039439287948623961 -0.161377184494682 0.014889387130737303 0.33709803042204484 -0.33664555176444672 -0.18012601804733275 -0.27095583765130293 -0.13263902473449707 0.03871132024129232 -0.08902283573150635 leaf_weight=369 22 824 26 21 23 73 27 31 478 21 21 36 24 64 38 52 42 30 42 21 67 22 22 20 57 4200 20 1522 713 20 23 23 100 38 30 75 20 leaf_count=369 22 824 26 21 23 73 27 31 478 21 21 36 24 64 38 52 42 30 42 21 67 22 22 20 57 4200 20 1522 713 20 23 23 100 38 30 75 20 internal_value=0 -0.0416288 0.589649 0.463592 1.53161 -0.142009 1.20366 -0.00669442 0.416828 0.195241 5.04719 0.856383 -0.0496244 0.622911 0.497875 0.738271 0.137808 0.127236 0.50395 -0.059966 0.291475 0.796154 1.12143 0.521029 0.195816 -0.2101 -0.124621 -0.0731488 -0.138761 -0.227751 0.477778 -0.205912 -0.22939 -0.164728 -0.231218 0.00387416 -0.164942 internal_weight=0 9214 1258 1104 154 7956 131 2667 1083 541 43 104 2458 542 209 421 520 107 78 2434 88 102 60 42 121 5289 919 2346 899 4370 54 53 4350 751 4230 148 120 internal_count=9257 9214 1258 1104 154 7956 131 2667 1083 541 43 104 2458 542 209 421 520 107 78 2434 88 102 60 42 121 5289 919 2346 899 4370 54 53 4350 751 4230 148 120 cat_boundaries=0 2 5 6 7 8 11 14 15 cat_threshold=532864 16777216 60817408 2617311395 201328656 605 8576 3746 2483093504 1080295488 4 2097152 402653184 134217728 10 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=34 num_cat=5 split_feature=0 25 1 4 1 25 10 0 2 1 0 0 2 4 1 2 20 25 19 25 0 0 25 26 5 7 2 5 26 5 2 2 5 split_gain=1.0863e+07 5.73895e+06 1.98885e+06 1.67068e+06 1.49482e+06 717198 574103 565919 553263 472651 452068 341650 310280 285799 357177 261299 223394 232120 147145 71242.1 66171.8 51828.8 45336.1 14196.2 8269.15 6353.9 4738.96 2681.14 1921.31 1600.13 1149.79 1032.84 0.37033 threshold=1165.3425000000004 0 50.217500000000008 457.74500000000006 96.71250000000002 1 788.58750000000009 68.280000000000015 1013.1050000000001 68.280000000000015 210.75000000000003 308.62500000000006 58.875000000000007 129.39000000000001 136.29000000000002 515.86500000000012 67.980000000000004 2 190.42000000000004 3 218.97000000000003 453.00000000000006 4 2022.5000000000002 33.705000000000005 90.300000000000026 27.463980000000003 51.82500000000001 2022.5000000000002 103.77628000000001 148.59999999999999 56.310000000000009 151.51600000000005 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 10 -2 7 8 15 16 21 13 -11 -12 14 -4 18 17 -1 22 20 24 23 -3 -9 25 -7 27 28 -21 -29 31 -28 -26 right_child=4 5 3 -5 -6 19 -8 9 -10 11 12 -13 -14 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 32 -27 30 29 -30 -31 -32 -33 -34 leaf_value=0.019109565480550129 3.2580736215218251 -0.13319985173507923 1.7709326154535467 3.6949712904568379 6.9961680169105538 -0.1250296540735992 2.085281943321228 0.24947864119211832 2.0213943672180177 1.9331044676809601 2.8893576393127445 0.30147702353341238 1.2917650879583051 1.9182894458770754 0.35547896156919762 0.98918834606806449 1.3879201488494874 0.39932907226789105 0.79483893966674801 -0.23538030824486914 0.44419302654266363 0.65027516240658967 -0.037691542728127962 0.041206253899468318 -0.26856723785400394 -0.26865734696388244 -0.1493311393260956 -0.10107348955594576 -0.22184668141689026 -0.21098589579264324 -0.095006992816925054 -0.21367051717970106 -0.27038202451623006 leaf_weight=215 23 709 22 29 20 822 20 60 20 33 20 21 31 20 94 24 20 767 20 2106 20 23 1705 72 22 32 56 26 2090 27 20 45 23 leaf_count=215 23 709 22 29 20 822 20 60 20 33 20 21 31 20 94 24 20 767 20 2106 20 23 1705 72 22 32 56 26 2090 27 20 45 23 internal_value=0 -0.0412144 0.583752 1.4617 4.99672 -0.140591 0.407361 -0.00663393 0.374525 0.492896 1.11536 1.29858 1.91827 0.814274 0.623927 -0.0491352 0.341653 0.320345 -0.0593734 -0.207999 -0.123374 0.212206 -0.0664506 0.135876 -0.137373 -0.130411 -0.225473 -0.227747 -0.228639 -0.157067 -0.16428 -0.177997 -0.269495 internal_weight=0 9214 1258 216 43 7956 1042 2667 1022 209 187 54 51 136 116 2458 1002 982 2434 5289 919 155 2414 132 899 854 4370 4249 4196 53 121 101 45 internal_count=9257 9214 1258 216 43 7956 1042 2667 1022 209 187 54 51 136 116 2458 1002 982 2434 5289 919 155 2414 132 899 854 4370 4249 4196 53 121 101 45 cat_boundaries=0 2 5 6 9 12 cat_threshold=532864 16777216 60817408 2617311395 201328656 524416 2483093504 1080295488 4 0 402653184 134217728 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=28 num_cat=5 split_feature=0 25 4 1 10 0 1 20 25 24 0 1 0 0 19 0 0 10 25 25 0 0 4 3 0 1 4 split_gain=1.27923e+07 7.24539e+06 2.55079e+06 1.94965e+06 1.88239e+06 1.68633e+06 865386 851385 824736 604182 586162 1.06424e+06 560087 361198 206664 157490 132585 130758 128050 22909.2 18511.1 8348.56 6544.35 6055.39 4363.29 3318.83 680.251 threshold=960.86250000000007 0 1205.5225000000003 50.217500000000008 911.47500000000014 178.63500000000002 259.87500000000006 73.46250000000002 1 2 123.63250000000001 68.280000000000015 240.75000000000003 433.55000000000007 202.65000000000003 483.75000000000006 258.76500000000004 331.12500000000006 3 4 453.00000000000006 232.70000000000002 35.001570000000008 218.97000000000003 33.705000000000005 68.280000000000015 51.475000000000009 decision_type=2 9 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 7 15 9 10 -1 14 20 -13 -8 17 -7 19 18 -3 22 21 -12 25 24 -21 -10 -24 right_child=3 8 -4 -5 -6 6 13 -9 16 -11 11 12 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 26 -25 -26 -27 -28 leaf_value=0.14686768378607754 2.8223774646690916 0.15280508486893926 4.0698978033932773 6.2964655478795377 3.675595319747925 1.4054111566625793 3.8219431076049806 2.4915895967483523 -0.23649408329667193 0.64125024310450685 0.1701817754336766 3.0472615415399726 0.73505787849426274 1.9441823986598425 0.97666361999511719 0.51294184811909993 0.56329465519298205 0.55463710890875928 -0.076469587541848918 -0.18763729146618818 0.37700726875892054 0.0010832326920306096 -0.077802456106458404 -0.017599489905617455 -0.11218055492639542 -0.11324256983670322 -0.15201024818420411 leaf_weight=498 35 264 22 30 20 58 20 20 3151 525 56 22 20 21 20 30 22 36 2272 1821 26 61 21 22 80 22 30 leaf_count=498 35 264 22 30 20 58 20 20 3151 525 56 22 20 21 20 30 22 36 2272 1821 26 61 21 22 80 22 30 internal_value=0 -0.0261793 0.690137 4.4258 0.633549 0.581637 1.66022 0.448235 -0.136316 0.408287 0.00287211 0.546699 1.94621 2.86016 -0.0359316 1.10116 -0.210955 -0.0438056 -0.0523009 -0.214674 0.135653 0.0820193 -0.23311 -0.181608 -0.184462 -0.23564 -0.121454 internal_weight=0 9160 1214 65 1192 1172 129 1043 7946 1023 2777 185 42 41 2592 88 5169 2572 2536 5147 143 117 3224 1923 1901 3173 51 internal_count=9225 9160 1214 65 1192 1172 129 1043 7946 1023 2777 185 42 41 2592 88 5169 2572 2536 5147 143 117 3224 1923 1901 3173 51 cat_boundaries=0 1 4 5 7 10 cat_threshold=532864 295698432 2634285219 201329168 3492 0 83886081 1212193887 1610741276 74050 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=18 num_cat=0 split_feature=1 5 2 10 3 1 3 1 4 8 1 19 6 1 10 11 2 split_gain=7.52937e+06 3.58301e+06 3.04518e+06 2.57299e+06 1.51313e+06 1.65212e+06 1.01731e+06 858240 702403 701664 653760 343554 330322 278763 220779 191181 164277 threshold=1183.6900000000003 1341.6425000000002 157.58975000000007 1064.4750000000001 344.21500000000003 43.440000000000005 98.25500000000001 65.050000000000011 199.12500000000003 123.63250000000001 100.46247000000001 366.90000000000003 171.03750000000002 328.74048000000005 73.46250000000002 67.800000000000011 460.05000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 9 -6 -2 11 10 15 -9 14 -11 -10 -1 16 -4 right_child=6 -3 4 -5 5 -7 -8 8 13 12 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.10177231734826517 2.7456292424418711 3.9278187627377719 0.19756139508415671 3.4357457905723936 0.85575062354405718 4.7473414216041565 5.8618313140869143 1.321106337706248 0.8566875799496968 2.6819475356015294 0.06117208867648552 0.94434479773044588 0.92854395593915673 2.4552255964279177 0.2361691222889255 1.3401125361702659 0.77028224676427715 leaf_weight=8177 22 23 170 21 24 20 20 48 24 22 290 32 21 20 198 22 71 leaf_count=8177 22 23 170 21 24 20 20 48 24 22 290 32 21 20 198 22 71 internal_value=0 -0.0141738 -0.0240718 -0.0604135 0.8907 2.62466 4.22953 -0.0687671 0.394812 0.641373 0.240098 -0.0898313 1.82563 1.5833 -0.0937828 0.447749 0.366288 internal_weight=0 9183 9160 8810 350 44 42 8789 382 306 338 8407 43 44 8375 263 241 internal_count=9225 9183 9160 8810 350 44 42 8789 382 306 338 8407 43 44 8375 263 241 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=22 num_cat=1 split_feature=0 2 5 0 1 10 19 26 0 2 0 10 4 24 0 3 2 0 0 1 0 split_gain=1.24393e+07 5.83092e+06 4.52025e+06 2.96903e+06 1.75064e+06 1.62394e+06 1.14256e+06 916902 1.37848e+06 754453 563272 430417 344713 309625 395620 376846 191902 64616.8 61533.2 49583 9614.03 threshold=960.86250000000007 98.25500000000001 1341.6425000000002 123.63250000000001 47.808000000000007 1064.4750000000001 366.90000000000003 2022.5000000000002 254.41050000000004 457.74500000000006 1335.1525000000004 67.800000000000011 252.82950000000002 0 284.92500000000007 221.27241000000004 1013.1050000000001 462.80000000000007 228.76800000000003 252.37200000000004 317.06250000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 10 3 5 13 6 9 8 -6 11 -2 -1 19 14 18 20 -11 -16 -5 -9 -15 right_child=1 -3 -4 4 7 -7 -8 12 -10 16 -12 -13 -14 15 17 -17 -18 -19 -20 -21 -22 leaf_value=-0.11046028218451648 3.273816331863403 8.2789919797579437 4.4017925660506538 0.051506837209065751 4.8728842258453371 2.7704880828857421 1.8038131725788116 0.85926371628587905 1.5262253159284591 0.51376659942885572 0.9289050904484023 0.32438152716710017 2.0134534645080566 -0.031857493700606102 1.7173984810800265 1.3640879530906675 1.5190638283320836 0.99705636596679681 0.72543103981018064 0.18788114764473654 -0.19564292200406391 leaf_weight=8360 20 24 23 42 20 20 32 22 32 59 21 234 24 89 33 20 28 20 20 22 60 leaf_count=8360 20 24 23 42 20 20 32 22 32 59 21 234 24 89 33 20 28 20 20 22 60 internal_value=0 4.36429 -0.0258375 -0.0369829 0.801119 -0.0757546 -0.0822879 1.81381 2.8134 -0.0892405 2.07276 -0.0986203 1.04941 0.373222 0.746297 0.0709937 0.837311 1.44557 0.268902 0.523572 -0.0978114 internal_weight=0 65 9160 9137 404 8733 8713 120 52 8681 41 8594 68 284 115 169 87 53 62 44 149 internal_count=9225 65 9160 9137 404 8733 8713 120 52 8681 41 8594 68 284 115 169 87 53 62 44 149 cat_boundaries=0 1 cat_threshold=3079 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=31 num_cat=3 split_feature=0 25 2 5 0 10 25 0 0 1 0 0 10 10 2 2 0 19 5 2 0 10 25 0 0 4 3 0 1 4 split_gain=1.21918e+07 6.9897e+06 5.71489e+06 3.86231e+06 1.49386e+06 1.44768e+06 794996 734999 554994 1.01503e+06 552063 543409 502175 879414 438211 260079 253664 195472 186842 154009 127465 121515 22130 18293.1 8706.91 6324.05 5915.85 3970.1 2793.93 665.325 threshold=960.86250000000007 0 98.25500000000001 1279.9550000000002 178.63500000000002 67.800000000000011 1 300.91450000000003 123.63250000000001 68.280000000000015 1335.1525000000004 240.75000000000003 736.8325000000001 210.75000000000003 890.22500000000014 330.61600000000004 404.82250000000005 202.65000000000003 102.07500000000002 557.67000000000019 258.76500000000004 331.12500000000006 2 453.00000000000006 232.70000000000002 35.001570000000008 218.97000000000003 33.705000000000005 68.280000000000015 51.475000000000009 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 10 4 5 14 8 -6 17 23 -2 -11 13 -7 18 16 -9 19 -1 21 22 -3 25 24 -10 28 27 -24 -8 -27 right_child=2 6 -4 -5 7 12 20 15 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 29 -28 -29 -30 -31 leaf_value=0.3797290461619347 3.241078187942505 -0.057846642409830874 8.1962021923065187 5.0417105884552003 2.9063221278335107 2.4983825135231017 -0.23206557848696782 -0.022434080910115017 0.16735769561358863 2.9833805517716843 0.9196160741363254 0.70586235237121586 2.8877479839324951 0.32987523396809898 1.830908634185791 2.1708502842131119 1.2632353397837857 0.94993511199951175 -0.10926124669091646 0.79058381167325109 0.552116042917425 0.53546327318464015 -0.18404160039657946 0.37056909120999848 -0.0053318377010157852 -0.075864323661440899 -0.016083996512673119 -0.1120648837685585 -0.11897993868047541 -0.14925347137451173 leaf_weight=855 20 2515 24 20 33 32 3151 21 56 22 21 20 24 45 20 21 57 20 86 22 22 35 1821 26 61 21 22 80 22 30 leaf_count=855 20 2515 24 20 33 32 3151 21 56 22 21 20 24 45 20 21 57 20 86 22 22 35 1821 26 61 21 22 80 22 30 internal_value=0 -0.0255791 4.32065 0.677984 0.610568 0.485865 -0.133755 1.61386 0.00289977 0.532071 2.05204 1.89885 1.62474 1.23107 0.366171 1.18304 0.917094 -0.0348578 0.335039 -0.0425156 -0.207036 -0.0497032 -0.210683 0.13064 0.077323 -0.228796 -0.178199 -0.181013 -0.231281 -0.119034 internal_weight=0 9160 65 1214 1194 1062 7946 132 2777 185 41 42 101 77 961 99 78 2592 941 2572 5169 2550 5147 143 117 3224 1923 1901 3173 51 internal_count=9225 9160 65 1214 1194 1062 7946 132 2777 185 41 42 101 77 961 99 78 2592 941 2572 5169 2550 5147 143 117 3224 1923 1901 3173 51 cat_boundaries=0 1 4 7 cat_threshold=532864 295698432 2634285219 201329168 1212193887 1610741276 74050 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=35 num_cat=5 split_feature=0 25 5 0 10 0 0 25 0 24 0 10 10 26 0 7 19 0 0 0 10 25 9 0 0 25 0 0 4 11 0 11 4 11 split_gain=1.19492e+07 6.85061e+06 3.78545e+06 1.46413e+06 1.41887e+06 933005 1.4675e+06 779176 720373 654599 543950 492182 861914 253796 362969 196688 191582 166097 346596 124928 119329 124768 65555.6 40951.7 42019.7 21689.7 18867.8 14317.9 6198.2 3746.38 4170.37 1348.16 652.085 1.3425 threshold=960.86250000000007 0 1279.9550000000002 178.63500000000002 67.800000000000011 1205.5225000000003 1587.2775000000001 1 300.91450000000003 2 123.63250000000001 736.8325000000001 210.75000000000003 2022.5000000000002 244.35500000000002 177.35000000000002 202.65000000000003 375.58250000000004 462.80000000000007 258.76500000000004 331.12500000000006 3 487.50000000000006 209.55000000000004 242.38250000000002 4 366.17750000000007 190.42000000000004 35.001570000000008 56.490000000000002 33.705000000000005 35.001570000000008 51.475000000000009 147.70000000000002 decision_type=2 9 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 -2 -7 10 -5 15 16 12 -6 14 27 -1 20 -10 -19 25 21 -3 -11 -15 -25 28 -16 -12 31 30 -27 -9 -30 -31 right_child=5 7 -4 8 11 6 -8 19 17 22 13 -13 -14 23 26 -17 -18 18 -20 -21 -22 -23 -24 24 -26 29 -28 -29 32 33 -32 -33 -34 -35 leaf_value=0.57773496196520957 2.4803269538879396 0.15221960318349573 4.9912935523986821 2.877258900729093 2.4733986532688141 6.9226022598960189 3.3100058749447698 -0.22963692066806168 0.4049149997667833 0.058693281586363943 1.8121898212432863 2.8588705480098726 0.32657649718390575 -0.18945755004882814 0.094883524287830701 1.5246107283882473 0.94043575477600105 2.4181675296503564 0.95229556472213173 0.5465948763760653 0.52960101763407386 -0.074071232077847646 0.64399335289001469 0.66983265876770026 0.15656248816128435 -0.17823235584927929 0.51394080661592034 1.4338001880645752 -0.075105684257688973 -0.26844215679168704 -0.10308084066812095 -0.16538524829980097 -0.14776093864440917 -0.26499600703899678 leaf_weight=475 20 264 20 33 32 22 23 3140 22 443 20 24 45 22 22 23 20 23 54 22 36 2272 20 22 58 1800 21 20 21 20 77 33 30 26 leaf_count=475 20 264 20 33 32 22 23 3140 22 443 20 24 45 22 22 23 20 23 54 22 36 2272 20 22 58 1800 21 20 21 20 77 33 30 26 internal_value=0 -0.0253233 0.671204 0.604462 0.481006 4.27744 5.07616 -0.132418 1.59772 0.362509 0.00287077 1.60849 1.21876 0.526751 0.937349 0.609233 -0.0345093 1.17121 1.39015 -0.204966 -0.0420905 -0.050206 0.0822008 0.192636 0.297712 -0.208576 0.299539 1.623 -0.226508 -0.176417 -0.175149 -0.228969 -0.117844 -0.266494 internal_weight=0 9160 1214 1194 1062 65 45 7946 132 961 2777 101 77 185 83 498 2592 99 77 5169 2572 2536 463 102 80 5147 43 40 3224 1923 1877 3173 51 46 internal_count=9225 9160 1214 1194 1062 65 45 7946 132 961 2777 101 77 185 83 498 2592 99 77 5169 2572 2536 463 102 80 5147 43 40 3224 1923 1877 3173 51 46 cat_boundaries=0 1 4 5 7 10 cat_threshold=532864 295698432 2634285219 201329168 843 0 83886081 1212193887 1610741276 74050 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=31 num_cat=7 split_feature=0 25 2 5 0 25 1 10 0 2 24 1 24 3 1 26 0 2 0 25 24 6 0 0 3 25 0 0 0 1 split_gain=9.87712e+06 5.96358e+06 5.41809e+06 4.36978e+06 1.98255e+06 747319 667904 620998 486469 527278 430898 307175 404265 327614 276163 228121 207353 175731 147459 141194 303149 120660 39364.1 23230.1 16536 6431 5557.58 18294.3 3937.62 3201.29 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 736.8325000000001 300.91450000000003 302.43750000000006 2 53.967500000000008 3 57.050000000000004 147.46662000000001 2022.5000000000002 425.10000000000002 557.67000000000019 216.15000000000003 4 5 288.59250000000003 48.391820000000003 27.463980000000003 179.01000000000002 6 77.02500000000002 66.112500000000011 122.73 361.60000000000008 decision_type=2 9 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 left_child=1 3 15 4 6 11 7 10 -6 16 -1 17 22 14 -14 -2 -10 19 23 20 -3 -21 29 24 25 -7 27 -25 -28 -13 right_child=2 5 -4 -5 8 18 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 26 -26 -27 28 -29 -30 -31 leaf_value=0.61938120384216311 1.1609238529205324 0.51823983576760368 8.2907200431823735 5.1732071140834259 2.83289613908337 -0.15601430439548813 1.7334833413201409 2.0640526798793251 0.16656474357559567 2.8367602376937868 0.15842061502294744 -0.18907694407871792 1.3299202675654971 1.7844915501276652 0.19084544599056244 2.6712911643981934 1.3346403038718484 0.79855569839477536 0.65044913673400884 -0.084024848679832745 -0.037727887383822739 0.43297211854354195 0.25585174274444578 -0.11647902468076118 0.065867586589994892 -0.22031926183854961 -0.2395397392396004 0.22937688446044924 -0.087670761409558748 -0.31324404398600264 leaf_weight=315 20 124 20 21 31 407 37 21 21 20 604 56 29 24 80 20 55 25 20 2422 367 46 20 65 21 4140 31 20 38 33 leaf_count=315 20 124 20 21 31 407 37 21 21 20 604 56 29 24 80 20 55 25 20 2422 367 46 20 65 21 4140 31 20 38 33 internal_value=0 -0.029708 4.04098 0.648589 0.568398 -0.126132 0.415612 0.363739 1.74376 1.39207 0.324885 -0.00851423 0.334111 0.675966 0.493902 1.91611 1.01188 -0.0363294 -0.205962 -0.0433832 0.110221 -0.0740886 -0.132843 -0.210026 -0.214098 -0.215391 -0.0892261 -0.0351012 -0.155902 -0.235116 internal_weight=0 9093 60 1125 1104 7968 977 940 127 96 919 3226 242 133 109 40 76 2984 4742 2959 491 2468 109 4722 4568 4547 154 85 69 89 internal_count=9153 9093 60 1125 1104 7968 977 940 127 96 919 3226 242 133 109 40 76 2984 4742 2959 491 2468 109 4722 4568 4547 154 85 69 89 cat_boundaries=0 1 4 5 6 8 9 12 cat_threshold=532736 396361856 3708092643 201329168 2121 1480 25165824 2298478593 1072 65536 41420800 17694724 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=40 num_cat=11 split_feature=0 25 2 0 7 7 11 25 0 2 24 2 26 7 0 10 10 0 26 24 6 25 0 24 6 0 24 0 25 25 3 10 0 0 0 3 25 25 9 split_gain=9.68052e+06 5.84593e+06 5.31027e+06 2.34163e+06 2.02491e+06 2.93787e+06 766290 732632 579757 733395 336472 365633 925528 290847 286502 285832 276436 231946 223581 172106 299274 324263 141387 115030 99524.9 98955 97765.9 85960.3 52423.2 32434.7 31999.3 22049.8 14781.6 33705.7 14353.5 13115.7 10795.8 7976.65 5536.46 threshold=960.86250000000007 0 96.632500000000022 178.63500000000002 319.12500000000006 488.75250000000005 96.365500000000011 1 300.91450000000003 302.43750000000006 2 20.000500000000006 2022.5000000000002 806.46500000000003 28.484500000000004 67.800000000000011 101.09997000000003 21.101500000000005 2022.5000000000002 3 218.29500000000002 4 258.76500000000004 5 329.11548000000005 583.76964000000009 6 157.58975000000007 7 8 217.52000000000004 344.82000000000005 42.554000000000009 88.15000000000002 336.94125000000003 107.39000000000001 9 10 33.63000000000001 decision_type=2 9 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 1 2 9 9 2 2 2 2 2 2 9 9 2 left_child=1 3 18 4 10 -6 8 14 -5 25 11 26 -13 -7 19 23 17 -12 -2 28 21 -21 29 27 -22 -10 -1 -16 30 32 -3 -18 37 -34 -25 38 -30 -9 -31 right_child=2 7 -4 6 5 13 -8 22 9 -11 16 12 -14 -15 15 -17 31 -19 -20 20 24 -23 -24 34 -26 -27 -28 -29 36 35 -32 -33 33 -35 -36 -37 -38 -39 -40 leaf_value=0.68475818182971027 1.1493146104812622 -0.061931199493555494 8.2078128776550301 3.6363705778121949 5.1500184759226713 1.5258663658473801 0.32293166007995611 -0.10068767720147184 1.663500504117263 3.5400161447525025 0.092901246345181251 2.7048913179911103 -0.15646632194519045 -0.047796914577484133 0.067172376268050255 1.4224833991310815 1.147209724079479 0.97017456949688496 2.644578285217285 0.37188160721315155 1.3470853338241577 -0.044140045353318974 0.63984638309478759 0.04111658802032471 0.43638539059956871 0.85342152252197268 0.24365074608777021 0.68005466869899212 -0.14432818486810275 -0.22050007436658678 0.34571339511871335 0.73040534718831385 0.33752514553070073 -0.16740381839947824 -0.22086163356386382 0.037643475532531737 -0.25571428904166588 -0.17768749486983132 -0.11560951097338806 leaf_weight=138 20 518 20 24 22 23 25 294 38 20 518 26 20 24 34 22 22 32 20 208 20 1324 20 75 30 25 138 70 428 3786 20 30 20 39 29 20 198 762 51 leaf_count=138 20 518 20 24 22 23 25 294 38 20 518 26 20 24 34 22 22 32 20 208 20 1324 20 75 30 25 138 70 428 3786 20 30 20 39 29 20 198 762 51 internal_value=0 -0.0294012 4.00057 0.642172 0.481541 2.13403 1.89921 -0.12487 2.26749 1.87167 0.35814 0.616272 1.46082 0.722294 -0.000498558 0.338526 0.206404 0.143943 1.89695 -0.0288965 0.0390833 0.0144826 -0.198865 0.223877 0.800665 1.34204 0.497842 0.437611 -0.120588 -0.202638 -0.0459235 0.906746 -0.148944 0.00375854 -0.0291337 -0.217211 -0.183026 -0.158886 -0.219106 internal_weight=0 9093 60 1125 993 69 132 7968 107 83 924 322 46 47 2976 230 602 550 40 2746 1582 1532 4992 208 50 63 276 104 1164 4972 538 52 1115 59 104 3857 626 1056 3837 internal_count=9153 9093 60 1125 993 69 132 7968 107 83 924 322 46 47 2976 230 602 550 40 2746 1582 1532 4992 208 50 63 276 104 1164 4972 538 52 1115 59 104 3857 626 1056 3837 cat_boundaries=0 1 4 5 6 8 9 10 13 16 19 21 cat_threshold=532736 362807424 2634350755 201329168 89 457 16777344 83886081 1649 65 75497472 134545538 201326592 2717990912 1115162688 17712140 2097280 268435488 2064 33554432 1076887616 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=30 num_cat=5 split_feature=0 25 2 5 0 25 1 11 0 2 1 0 1 2 11 26 2 0 25 6 0 0 1 25 0 0 3 25 9 split_gain=9.48784e+06 5.73089e+06 5.2046e+06 4.27431e+06 1.90159e+06 718076 650388 517516 781140 363496 330398 317629 323923 293918 299385 219132 169993 138576 130769 125224 84521.8 48465.3 46216.9 33095.4 14241.9 33034.9 12864.6 7355.13 5436.02 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 96.365500000000011 300.91450000000003 217.52000000000004 58.430000000000007 58.430000000000007 108.69300000000001 844.84875000000011 419.52500000000009 2022.5000000000002 557.67000000000019 258.76500000000004 2 288.59250000000003 172.12500000000003 194.45000000000002 497.97750000000002 3 42.554000000000009 88.15000000000002 107.39000000000001 4 33.63000000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 9 2 left_child=1 3 15 4 6 10 13 8 -6 -10 16 12 -12 14 -1 -2 18 23 20 -20 -3 -13 -14 24 27 -26 28 -7 -25 right_child=2 5 -4 -5 7 17 -8 -9 9 -11 11 21 22 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 26 25 -27 -28 -29 -30 leaf_value=0.2931167332614209 1.1378214657306671 0.077777525294910776 8.1257346935272228 5.1107015182858424 3.6398795119575835 -0.099713922425320289 1.7073126760688988 0.3851556638876597 1.1336349330688347 2.6432622189955275 1.3489684581756591 1.4215974431037903 0.093011701972083721 1.425417237854004 1.3088812446594238 2.6181324729919435 0.79029227905273447 0.63344790172576904 -0.081346499726013113 0.45746121926741168 0.63432888162547141 0.80450873565673831 -0.31842525111304393 -0.21838517693909978 0.33414989662170413 -0.16572977958581386 0.037267033576965335 -0.17452594394527918 -0.11445342171425914 leaf_weight=885 20 462 20 21 23 294 37 24 58 22 20 20 113 25 30 20 25 20 2192 44 29 35 36 3803 20 39 20 745 51 leaf_count=885 20 462 20 21 23 294 37 24 58 22 20 20 113 25 30 20 25 20 2192 44 29 35 36 3803 20 39 20 745 51 internal_value=0 -0.0291009 3.96056 0.635832 0.556471 -0.123625 0.406838 1.70759 2.01573 1.54878 -0.000495993 0.368822 0.154002 0.355649 0.32642 1.87798 -0.0305586 -0.196882 -0.0380838 -0.0704289 0.108441 1.0289 -0.00639588 -0.200618 -0.146084 0.00372096 -0.215142 -0.155996 -0.21701 internal_weight=0 9093 60 1125 1104 7968 977 127 103 80 2976 224 169 940 915 40 2752 4992 2727 2236 491 55 149 4972 1098 59 3874 1039 3854 internal_count=9153 9093 60 1125 1104 7968 977 127 103 80 2976 224 169 940 915 40 2752 4992 2727 2236 491 55 149 4972 1098 59 3874 1039 3854 cat_boundaries=0 1 4 6 9 11 cat_threshold=532736 362807424 2634350755 201329168 25165824 2298478593 2181120000 1115162688 17712140 33554432 1076887616 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=30 num_cat=7 split_feature=0 25 2 5 0 25 1 18 11 0 24 2 1 24 1 0 26 2 18 0 25 0 25 0 0 25 19 9 1 split_gain=9.29905e+06 5.6169e+06 5.10103e+06 4.18925e+06 1.86375e+06 703826 637445 622862 507218 765596 465006 356263 323823 445953 214864 312744 214771 166610 159829 135820 134229 36147.3 33754.2 13712.9 32377.5 6750.69 5022.59 5532.68 2953.91 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 252.37200000000004 96.365500000000011 300.91450000000003 2 217.52000000000004 58.430000000000007 3 120.37500000000001 96.632500000000022 2022.5000000000002 557.67000000000019 252.37200000000004 258.76500000000004 4 48.391820000000003 5 42.554000000000009 88.15000000000002 6 14.525 33.63000000000001 397.87500000000006 decision_type=2 9 2 2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 left_child=1 3 16 4 6 12 7 10 9 -6 -1 -11 17 21 -15 -16 -2 18 20 22 -3 28 23 25 -25 -7 27 -24 -14 right_child=2 5 -4 -5 8 19 -8 -9 -10 11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 leaf_value=0.61554100409287671 1.1264432516098024 0.10505220763144955 8.0444773674011234 5.0595946103050595 3.6034807089100713 -0.098749582516519649 1.6902395855413901 1.9423743247985841 0.38130412578582762 1.1222985909725058 0.13796933257784663 2.6168295574188232 -0.1864058530555581 1.758180594444275 0.25119703790415887 1.4741973718007406 2.5919511032104494 0.78238937301635747 0.85296126461029054 0.62711342239379886 -0.077086981493413628 0.24029434490203858 -0.21592513880702185 0.33080838775634769 -0.16407248228024213 -0.17135204149465655 -0.075114644123957713 -0.1089851096698216 -0.30807908535003664 leaf_weight=315 20 486 20 21 23 294 37 24 24 58 601 22 53 20 69 30 20 25 20 20 2221 20 3816 20 39 728 26 49 32 leaf_count=315 20 486 20 21 23 294 37 24 24 58 601 22 53 20 69 30 20 25 20 20 2221 20 3816 20 39 728 26 49 32 internal_value=0 -0.0288129 3.92096 0.629473 0.550907 -0.122393 0.40277 0.352093 1.69051 1.99557 0.310426 1.53329 -0.000491034 0.365134 0.749784 0.621803 1.8592 -0.030253 -0.0377029 -0.194918 -0.0442834 -0.129845 -0.198617 -0.143227 0.00368374 -0.153109 -0.21309 -0.214569 -0.232212 internal_weight=0 9093 60 1125 1104 7968 977 940 127 103 916 80 2976 224 119 99 40 2752 2727 4992 2707 105 4972 1081 59 1022 3891 3865 85 internal_count=9153 9093 60 1125 1104 7968 977 940 127 103 916 80 2976 224 119 99 40 2752 2727 4992 2707 105 4972 1081 59 1022 3891 3865 85 cat_boundaries=0 1 4 5 6 8 11 13 cat_threshold=532736 362807424 2634350755 201329168 2121 1480 25165824 2298478593 2181120000 1115162688 17711116 33554432 1076887616 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=18 num_cat=0 split_feature=0 5 2 0 18 1 10 2 1 0 2 4 19 10 10 26 0 split_gain=9.11397e+06 5.37147e+06 4.99952e+06 2.70705e+06 938001 729805 801358 673587 573728 723816 474983 367268 327886 302237 295482 210497 121825 threshold=960.86250000000007 1341.6425000000002 96.632500000000022 190.42000000000004 564.34500000000014 98.63000000000001 67.800000000000011 470.16250000000008 232.70000000000002 425.10000000000002 1013.1050000000001 383.62912500000004 366.90000000000003 251.25000000000003 67.800000000000011 2022.5000000000002 284.92500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 4 5 10 11 8 14 -10 12 -7 -1 -8 16 -2 -5 right_child=2 -3 -4 7 -6 6 13 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.10272423385405982 1.1151788258552551 5.148184703826904 7.9640325279235844 0.10497837557111467 1.945507806695026 0.09472984039045701 2.5158444690704345 2.681444211959839 3.1049040395563301 0.66136640266135882 1.4061637024652389 1.4616698601132347 1.1792123794555665 0.88072032158191393 1.6621650296991521 2.5660316429138188 0.62312180308408516 leaf_weight=8345 20 20 20 70 23 307 20 20 22 27 21 21 20 26 22 20 129 leaf_count=8345 20 20 20 70 23 307 20 20 22 27 21 21 20 26 22 20 129 internal_value=0 -0.0285191 3.88175 -0.0399304 -0.0713174 -0.0766127 0.355596 0.910664 0.779495 1.75846 -0.0958884 0.182247 -0.0996592 1.59164 0.562438 1.84061 0.44086 internal_weight=0 9093 60 9073 8783 8760 374 290 270 49 8386 328 8365 46 221 40 199 internal_count=9153 9093 60 9073 8783 8760 374 290 270 49 8386 328 8365 46 221 40 199 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=26 num_cat=1 split_feature=0 1 3 10 12 1 0 0 0 0 24 0 19 1 10 10 1 3 7 0 0 3 1 1 26 split_gain=8.56585e+06 2.64374e+06 1.5456e+06 1.47194e+06 1.09247e+06 839828 823610 812166 786762 596481 434894 338187 320730 289112 253268 1.65015e+06 248800 232605 141965 116440 83868.3 79165.9 47552 14380.1 7959.39 threshold=960.86250000000007 65.050000000000011 57.050000000000004 1064.4750000000001 166.11250000000004 235.50000000000003 173.94850000000002 67.485000000000014 284.92500000000007 287.36250000000007 0 328.74048000000005 366.90000000000003 438.04750000000007 73.160000000000011 105.51500000000001 107.39000000000001 252.82950000000002 462.80000000000007 690.66750000000013 458.28125000000006 330.20350000000008 311.67500000000007 462.80000000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 8 7 -2 10 21 12 -9 13 -8 14 16 18 -16 -3 19 -1 20 -10 -4 24 -24 -12 right_child=5 2 4 -5 -6 -7 11 9 17 -11 22 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.11051155401563306 2.9886951759883336 1.4057683048248291 0.10318076704487655 2.4502060185308041 3.7949531307220457 5.5574794297218322 2.3412207763671877 3.5143248720169069 0.5714885811135173 1.1760052595535915 -0.2677544924750257 0.79928799426916874 0.97341489178793772 1.6498444579197808 2.8363946177742698 -0.063153738241929269 0.1205172016972401 1.6529553890228272 0.38595057668357058 1.168234616234189 -0.021596646559865852 0.88859624226888023 0.30591316883380598 0.022891577687756768 -0.12123040704842074 leaf_weight=8317 35 20 33 23 20 20 25 20 64 24 67 33 28 26 22 182 61 20 58 21 38 21 26 58 83 leaf_count=8317 35 20 33 23 20 20 25 20 64 24 67 33 28 26 22 182 61 20 58 21 38 21 26 58 83 internal_value=0 -0.0352907 0.659623 -0.0762425 1.66504 3.9228 0.36228 1.23037 -0.0828835 2.23888 0.174905 1.46391 -0.095106 0.669768 -0.0985934 0.249543 0.437863 0.652774 -0.107073 0.490142 0.350535 0.40862 -0.0767222 0.110493 -0.186678 internal_weight=0 9290 517 8773 118 55 399 98 8750 44 341 58 8607 107 8579 204 81 143 8375 123 102 54 234 84 150 internal_count=9345 9290 517 8773 118 55 399 98 8750 44 341 58 8607 107 8579 204 81 143 8375 123 102 54 234 84 150 cat_boundaries=0 1 cat_threshold=2577 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=26 num_cat=1 split_feature=0 1 3 10 12 1 0 0 0 0 24 0 19 1 10 10 1 3 7 0 0 3 1 1 26 split_gain=8.39539e+06 2.59113e+06 1.51484e+06 1.44264e+06 1.07073e+06 823116 807220 796004 771105 584611 426240 331457 314347 283359 248228 1.61732e+06 243849 227976 139140 114123 82199.3 77590.5 46605.7 14093.9 7801 threshold=960.86250000000007 65.050000000000011 57.050000000000004 1064.4750000000001 166.11250000000004 235.50000000000003 173.94850000000002 67.485000000000014 284.92500000000007 287.36250000000007 0 328.74048000000005 366.90000000000003 438.04750000000007 73.160000000000011 105.51500000000001 107.39000000000001 252.82950000000002 462.80000000000007 690.66750000000013 458.28125000000006 330.20350000000008 311.67500000000007 462.80000000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 8 7 -2 10 21 12 -9 13 -8 14 16 18 -16 -3 19 -1 20 -10 -4 24 -24 -12 right_child=5 2 4 -5 -6 -7 11 9 17 -11 22 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 leaf_value=-0.10940643700080464 2.9588081992013118 1.391710636138916 0.1021489651636644 2.4257039430867069 3.7570035543441769 5.5019047307968139 2.3178085968017577 3.4791816015243531 0.56577371004968879 1.1642451912164689 -0.26507694977432933 0.79129512844663685 0.96368075234549377 1.6333460235595703 2.8080306287245316 -0.062522200123294375 0.11931201884003936 1.6364258327484131 0.38209105927368692 1.1565522893269857 -0.021380675466437089 0.87971022469656801 0.30285404938917893 0.022662665021830591 -0.12001810004912228 leaf_weight=8317 35 20 33 23 20 20 25 20 64 24 67 33 28 26 22 182 61 20 58 21 38 21 26 58 83 leaf_count=8317 35 20 33 23 20 20 25 20 64 24 67 33 28 26 22 182 61 20 58 21 38 21 26 58 83 internal_value=0 -0.0349378 0.653026 -0.0754801 1.64839 3.88357 0.358657 1.21806 -0.0820547 2.21649 0.173156 1.44928 -0.0941549 0.66307 -0.0976075 0.247047 0.433485 0.646246 -0.106003 0.485241 0.34703 0.404534 -0.075955 0.109389 -0.184811 internal_weight=0 9290 517 8773 118 55 399 98 8750 44 341 58 8607 107 8579 204 81 143 8375 123 102 54 234 84 150 internal_count=9345 9290 517 8773 118 55 399 98 8750 44 341 58 8607 107 8579 204 81 143 8375 123 102 54 234 84 150 cat_boundaries=0 1 cat_threshold=2577 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=37 num_cat=6 split_feature=0 25 10 2 10 0 1 2 10 3 24 7 25 0 26 6 2 0 1 2 7 24 0 7 24 25 0 4 6 2 0 0 6 3 0 0 split_gain=8.22832e+06 4.55867e+06 1.85851e+06 1.81232e+06 1.16224e+06 808728 1.31341e+06 754598 712760 785014 597320 497533 419724 383066 319088 282595 264174 200304 146298 144563 104076 97372.1 126341 64759.6 59881.6 44026.2 28920.2 21802.5 20724.8 17943.1 16386.3 7231.14 6336.19 5921.63 4194.21 2291.64 threshold=960.86250000000007 0 66.112500000000011 96.632500000000022 219.79500000000002 96.632500000000022 68.280000000000015 1253.9725000000001 1064.4750000000001 130.95600000000005 1 548.95500000000004 2 160.85000000000005 2022.5000000000002 218.29500000000002 52.547500000000007 458.28125000000006 98.63000000000001 206.55000000000004 37.14500000000001 3 218.97000000000003 44.590000000000011 4 5 352.08500000000004 226.93500000000003 317.44500000000005 444.37800000000004 42.554000000000009 133.08750000000001 97.950000000000017 122.43000000000002 150.01600000000005 209.55000000000004 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 1 2 2 1 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -2 -4 12 21 10 9 23 11 16 15 18 -8 19 -1 -15 -12 24 28 22 34 -6 -3 27 -24 30 -17 -21 -14 -23 33 -27 -7 -33 right_child=3 5 4 -5 8 6 14 -9 -10 -11 13 -13 25 17 -16 20 -18 -19 -20 29 -22 31 26 -25 -26 32 -28 -29 -30 -31 -32 35 -34 -35 -36 -37 leaf_value=0.47093943041724134 2.4725342617034913 0.00055946137792831703 3.143130811742834 6.2460858535766599 -0.44194520161069678 -0.18016118125915526 2.5822529132549579 2.2621039326985679 2.6084818102554839 2.2109468717575074 0.021523068632095309 2.1610404939651491 -0.15286587517730479 1.3513730984765129 1.068685552597046 0.60504224491119385 1.1998003680365426 0.31083233755988043 0.56191851338473231 0.31007420581320061 1.2271077547073364 -0.0013950901446135148 0.37694972007505356 0.29772138786315916 -0.11453719235769386 -0.21091221381309175 0.81628506759117392 0.12736550824395543 0.17686583592341495 0.66885298919677738 0.10502997207641603 -0.27929168627812312 -0.050308000183105474 -0.042538841792515346 0.0012454861861008865 -0.16770533349778916 leaf_weight=444 35 903 37 20 29 25 26 21 22 20 562 20 1698 37 30 20 56 37 55 46 20 23 31 20 905 3913 29 29 26 20 25 26 25 21 26 63 leaf_count=444 35 903 37 20 29 25 26 21 22 20 562 20 1698 37 30 20 56 37 55 46 20 23 31 20 905 3913 29 29 26 20 25 26 25 21 26 63 internal_value=0 -0.0345884 0.498214 3.84473 1.64875 -0.126433 0.402244 0.382722 1.04114 0.541405 0.350132 0.602843 -0.145877 0.149077 1.77141 -0.0181583 0.552572 0.831103 0.0696945 -0.040902 0.624871 0.0584168 0.255257 -0.14004 -0.0576829 -0.1889 0.589295 -0.143727 0.363029 0.418795 -0.149124 -0.146386 -0.208478 -0.210013 -0.0876794 -0.200304 internal_weight=0 9290 1360 55 128 7930 279 1232 91 69 1211 520 7651 691 56 1940 500 74 617 1874 66 223 111 49 1808 5711 60 1752 46 66 1723 112 3959 3934 51 89 internal_count=9345 9290 1360 55 128 7930 279 1232 91 69 1211 520 7651 691 56 1940 500 74 617 1874 66 223 111 49 1808 5711 60 1752 46 66 1723 112 3959 3934 51 89 cat_boundaries=0 2 3 6 7 8 11 cat_threshold=532864 2164260865 1113 27262976 201392352 134218256 3111 2142 2516733952 1389627394 84592652 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=34 num_cat=3 split_feature=0 25 10 2 10 4 0 1 2 25 1 4 1 26 9 0 26 0 19 10 2 0 10 25 0 0 4 0 0 0 3 26 0 split_gain=8.06458e+06 4.46798e+06 1.82153e+06 1.77626e+06 1.14075e+06 1.07449e+06 792639 1.28728e+06 739582 411343 404705 515577 604891 312738 237104 178970 179228 169606 168344 147811 149432 66290.4 50437.9 43150 40231.2 77493.9 21368.6 16060.2 7177.47 17759.5 5733.91 4993.99 4021.86 threshold=960.86250000000007 0 66.112500000000011 96.632500000000022 160.31250000000003 129.39000000000001 96.632500000000022 68.280000000000015 1253.9725000000001 1 47.808000000000007 217.52000000000004 116.57500000000002 2022.5000000000002 64.050000000000011 287.36250000000007 2022.5000000000002 483.75000000000006 165.36250000000004 331.12500000000006 206.55000000000004 284.92500000000007 379.49000000000007 2 360.99000000000007 453.00000000000006 226.93500000000003 42.554000000000009 169.17500000000004 221.27241000000004 122.43000000000002 2022.5000000000002 27.463980000000003 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -2 -4 14 9 21 10 18 15 12 -12 -9 22 16 -1 -17 19 20 -3 28 -6 26 -23 -26 27 -11 31 -30 32 -8 -25 right_child=3 6 4 -5 5 -7 7 13 -10 23 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 24 -24 30 25 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=0.36606938744857637 2.4478089199066164 -0.055561584494782962 3.8260087718963622 6.1836249694824224 1.4034814253307526 2.8722894246002721 -0.031471292561498186 2.5564303911649264 2.2394828778221494 -0.15133721554377616 2.131659924507141 1.9488839823007584 0.24106289852749219 1.057998696009318 -0.1176946108681815 1.4861133716935697 0.096360493237297895 0.35274067201922016 0.89463515853881836 0.73631872863769532 0.40285003533234465 0.6153811520796556 0.76449232355753582 -0.20919224598414629 -0.29805556670479155 0.48533056872231622 0.12609185449008284 0.10397967071533204 0.1561056714444547 -0.16297957796039003 -0.042113451276506696 -0.19834297159884837 -0.13476754127322016 leaf_weight=546 35 1821 20 20 21 29 29 26 21 1698 20 32 110 30 28 23 449 31 20 25 74 26 30 3864 23 28 29 25 37 33 21 47 74 leaf_count=546 35 1821 20 20 21 29 29 26 21 1698 20 32 110 30 28 23 449 31 20 25 74 26 30 3864 23 28 29 25 37 33 21 47 74 internal_value=0 -0.0342438 0.493232 3.80629 1.63226 1.22601 -0.12517 0.398222 0.378895 -0.14442 0.346631 0.811817 0.531924 1.7537 0.621676 0.274791 0.244362 0.835473 -0.0179826 -0.0275827 -0.0376606 0.0578327 1.02761 -0.187011 0.295245 0.132039 -0.14229 -0.147633 -0.0673781 0.00567977 -0.206394 -0.134668 -0.207794 internal_weight=0 9290 1360 55 128 108 7930 279 1232 7651 1211 162 130 56 79 1049 995 54 1940 1920 1895 223 51 5711 77 51 1752 1723 146 70 3959 76 3938 internal_count=9345 9290 1360 55 128 108 7930 279 1232 7651 1211 162 130 56 79 1049 995 54 1940 1920 1895 223 51 5711 77 51 1752 1723 146 70 3959 76 3938 cat_boundaries=0 2 5 8 cat_threshold=532864 2164260865 27262976 201392352 134218256 2516733952 1389627394 84592652 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=43 num_cat=9 split_feature=25 1 10 2 2 10 4 25 1 24 7 3 3 1 9 2 6 2 2 1 4 25 24 3 25 19 6 10 2 3 25 24 24 1 2 2 7 7 1 1 5 3 split_gain=6.51692e+06 2.6721e+06 1.5403e+06 1.31097e+06 1.22826e+06 987131 1.21682e+06 767462 727346 673910 553204 504523 497658 452374 322606 244553 219089 128212 121351 110897 107007 94311.3 125165 85275.1 69929.4 65280 34656.5 30476.9 27289.8 20922.6 16627.8 27985.7 8233.32 7717.32 6752.59 5373.77 5037.14 5826.77 2661.72 2195.81 1276.91 558.39 threshold=0 1236.1260000000004 44.350000000000009 437.62500000000006 515.86500000000012 132.33750000000001 129.39000000000001 1 65.050000000000011 2 417.90600000000001 232.70000000000002 259.87500000000006 98.63000000000001 64.050000000000011 85.544000000000025 256.61250000000007 387.99000000000007 1052.6300000000003 119.77250000000002 66.112500000000011 3 4 252.82950000000002 5 190.42000000000004 379.49000000000007 379.49000000000007 134.19600000000003 305.50000000000006 6 7 8 27.708480000000005 93.325000000000017 85.544000000000025 33.63000000000001 46.144000000000005 68.280000000000015 53.967500000000008 58.875000000000007 33.63000000000001 decision_type=9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 -5 -4 14 8 16 13 15 19 18 23 27 -11 17 21 -6 -10 28 22 -2 -1 29 -23 -18 -7 -21 30 31 33 39 -9 -34 -33 38 -38 40 -32 41 -26 right_child=7 -3 5 4 12 6 -8 24 11 10 -12 -13 -14 -15 -16 -17 26 -19 -20 20 -22 25 -24 -25 36 -27 -28 -29 -30 -31 32 35 34 -35 -36 -37 37 -39 -40 -41 -42 -43 leaf_value=-0.17218891436550895 0.37371960973739626 3.7474334172849302 3.6322668781280516 3.6854274827783757 -0.18429984699596058 1.3293420044581095 2.8818283312767745 0.0024859904470713999 1.1042499494552613 0.44067961251894161 1.9431747747350623 2.1482026557922365 2.2440770587921142 1.0316992097151907 -0.2209705069757277 1.2550398689661271 0.83399389335087371 0.60468289652178364 0.87845951897757391 0.15675474651398197 0.99111428174105554 -0.076163994450951192 -0.086939507915127653 0.40535681605339052 -0.21381450503238214 0.4848452740623837 0.35567092779910925 0.8437151227678571 0.56393181419372562 0.18540398216247561 -0.19398995752383838 -0.13438574980992068 -0.14068960483978635 -0.20174677181243897 0.02610664863586426 -0.2815277378375714 0.021578946948051451 -0.20361975705182112 -0.10921825165748596 -0.28172419865926107 -0.14157730255126955 -0.18047216228410309 leaf_weight=294 110 27 20 22 22 24 32 247 23 677 27 20 20 38 31 39 28 31 21 93 22 1685 114 28 3318 21 33 28 20 20 581 547 833 20 25 26 20 27 25 30 25 51 leaf_count=294 110 27 20 22 22 24 32 247 23 677 27 20 20 38 31 39 28 31 21 93 22 1685 114 28 3318 21 33 28 20 20 581 547 833 20 25 26 20 27 25 30 25 51 internal_value=0 0.6285 0.569599 0.454577 1.65122 1.58179 1.22519 -0.120231 0.0388093 0.36236 0.53088 0.651815 0.940867 -0.000186432 0.586484 0.485037 -0.0149627 -0.0333215 0.334722 0.462399 0.353047 -0.0435693 0.145581 -0.121968 -0.180572 -0.0688547 0.575229 1.06785 0.228821 -0.13606 -0.139433 -0.0991172 -0.160718 -0.0123498 -0.134265 -0.138643 -0.210005 -0.107791 -0.212024 -0.195104 -0.212781 -0.21331 internal_weight=0 1350 1323 1188 85 135 115 7995 2200 1103 743 178 63 360 83 716 2022 1961 43 158 135 1930 224 322 5795 1706 61 52 113 2329 2309 840 1469 267 858 573 3466 47 3419 611 3394 3369 internal_count=9345 1350 1323 1188 85 135 115 7995 2200 1103 743 178 63 360 83 716 2022 1961 43 158 135 1930 224 322 5795 1706 61 52 113 2329 2309 840 1469 267 858 573 3466 47 3419 611 3394 3369 cat_boundaries=0 2 5 6 8 9 12 15 16 17 cat_threshold=532864 2147483649 27262976 486604960 134217744 2944 0 83951616 3492 2516733952 1121192258 118410764 2248146944 1077936192 67111424 2182 2712 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=33 num_cat=4 split_feature=0 25 5 0 1 10 0 1 10 1 0 25 10 1 0 0 0 1 8 8 0 25 25 1 0 0 0 6 1 1 0 8 split_gain=8.92502e+06 5.50847e+06 3.79539e+06 1.65086e+06 922275 919000 783448 1.01237e+06 719718 698283 459596 377296 321100 253773 230533 209912 148078 142401 121747 215400 88654.2 46638.5 37823.3 54003.4 24855.6 48380.3 23569.7 22503.5 17294.9 5942.84 3682.6 742.4 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 259.87500000000006 96.07050000000001 96.632500000000022 68.280000000000015 210.75000000000003 540.74500000000012 282.37500000000006 1 690.66750000000013 98.63000000000001 240.75000000000003 486.41000000000003 13.003400000000001 174.37500000000003 226.95300000000003 331.12500000000006 453.00000000000006 2 3 317.06250000000006 360.99000000000007 290.03125000000006 55.656960000000005 175.23750000000004 218.97000000000003 68.280000000000015 14.013000000000002 441.88278000000008 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 13 11 20 -7 -6 -9 18 -10 16 -5 -16 -1 -15 22 -20 24 26 28 -24 25 -8 27 -13 -3 30 -23 -21 right_child=-2 6 -4 4 9 8 7 10 12 -11 -12 21 -14 17 15 -17 -18 -19 19 31 -22 29 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.21953517201280751 5.1969829151847149 0.073006830805675993 4.902492570877075 0.027363760811941966 4.0488903179168698 2.8661129395858103 -0.0016356576383113862 2.1694904596805573 0.27189169645309447 1.5836019727918835 0.31288918685913086 -0.14690586570571987 1.6400163137501684 1.4931685692923409 1.6739969698048156 0.74663161076032203 0.84104296624660491 0.57769111644685933 1.0557099076679775 -0.026769665718078612 0.61134408490411174 -0.21111996057846397 -0.068879805040268929 0.32172695159912112 -0.29703907533125445 0.49851241241801869 0.20278749179840089 0.19066170501708984 -0.22362487157185873 -0.06291423388889858 -0.15176224225097232 -0.11007528968479323 leaf_weight=921 33 307 20 21 20 23 160 40 42 27 20 1569 29 21 46 52 40 89 28 20 29 3244 2106 36 22 22 20 20 21 28 108 23 leaf_count=921 33 307 20 21 20 23 160 40 42 27 20 1569 29 21 46 52 40 89 28 20 29 3244 2106 36 22 22 20 20 21 28 108 23 internal_value=0 -0.012894 0.574352 0.513632 1.44662 0.380691 -0.114896 0.392277 1.32873 2.63266 1.55062 -0.134784 0.830703 0.297483 0.978179 1.18193 0.245404 0.752464 -0.0349937 0.373137 0.0939901 -0.185167 -0.0468671 -0.0620254 0.0204446 0.0588218 -0.137509 -0.142657 0.0524171 -0.207382 -0.209207 -0.0713285 internal_weight=0 9174 1351 1331 166 1165 7823 293 94 47 60 7530 71 1071 119 98 961 110 2541 71 233 4989 2470 2142 204 182 1609 1589 328 3380 3352 43 internal_count=9207 9174 1351 1331 166 1165 7823 293 94 47 60 7530 71 1071 119 98 961 110 2541 71 233 4989 2470 2142 204 182 1609 1589 328 3380 3352 43 cat_boundaries=0 2 5 8 10 cat_threshold=17310080 16842752 343932928 3691249891 201359376 2183221248 49285376 51271684 0 2348810241 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=33 num_cat=6 split_feature=0 25 5 0 1 10 0 1 10 0 0 25 24 26 10 0 0 1 24 0 2 12 0 25 24 0 6 26 0 1 0 0 split_gain=8.74742e+06 5.39885e+06 3.71986e+06 1.61801e+06 903922 900712 767857 992226 705395 691016 450450 369788 333127 652129 314710 225945 205735 168771 131881 163436 129323 64455.6 48603.1 45710.4 39266.3 23100.7 22055.7 17331.9 16883.9 5824.58 3609.32 3577.63 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 259.87500000000006 96.07050000000001 96.632500000000022 68.280000000000015 210.75000000000003 391.73750000000007 282.37500000000006 1 2 2022.5000000000002 690.66750000000013 240.75000000000003 486.41000000000003 98.63000000000001 3 352.08500000000004 557.67000000000019 273.48534000000006 169.17500000000004 4 5 55.656960000000005 175.23750000000004 2022.5000000000002 153.20400000000004 68.280000000000015 14.013000000000002 242.38250000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 5 15 12 11 18 -7 -6 -9 20 13 -1 -10 -5 -17 -14 19 22 21 24 -8 25 -3 26 -13 28 -20 30 -25 -29 right_child=-2 6 -4 4 9 8 7 10 14 -11 -12 23 17 -15 -16 16 -18 -19 27 -21 -22 -23 -24 29 -26 -27 -28 31 -30 -31 -32 -33 leaf_value=0.23194594229421309 5.1450130010373663 -0.1138195385977074 4.8534677863121036 0.027090108962286089 4.015175388336182 2.8374517988122028 -0.12798712650934854 2.1477955517768859 0.269172778016045 1.5627481022587528 0.30976031112670899 -0.14543680707993517 0.1840587610490361 1.8345688708992893 1.6236161574001968 1.6572570083193157 0.73916529673796438 0.61050824816410354 0.21789464314778645 1.0571413597693811 0.76617293167114253 0.41203737381965888 0.37004809246506803 -0.20900876347852915 -0.022941911841565635 0.20075961494445799 0.18875508689880371 -0.19186740170825611 -0.13226092195510863 -0.062285087278911043 -0.15024462121504326 -0.3457696765402089 leaf_weight=62 33 638 20 21 20 23 36 40 42 27 20 1569 862 43 29 46 52 104 21 26 20 31 43 3244 1852 20 20 44 40 28 108 23 leaf_count=62 33 638 20 21 20 23 36 40 42 27 20 1569 862 43 29 46 52 104 21 26 20 31 43 3244 1852 20 20 44 40 28 108 23 internal_value=0 -0.0127651 0.568609 0.508495 1.43215 0.376884 -0.113747 0.388354 1.31544 2.60633 1.53512 -0.133436 0.294509 0.811018 0.822396 0.968398 1.17011 0.227614 0.0930502 0.337306 -0.0346438 -0.0411344 0.143095 -0.183316 -0.0467763 -0.136133 -0.14123 -0.123982 -0.0117156 -0.205308 -0.207115 -0.2447 internal_weight=0 9174 1351 1331 166 1165 7823 293 94 47 60 7530 1071 105 71 119 98 966 233 105 2541 2521 79 4989 2490 1609 1589 128 61 3380 3352 67 internal_count=9207 9174 1351 1331 166 1165 7823 293 94 47 60 7530 1071 105 71 119 98 966 233 105 2541 2521 79 4989 2490 1609 1589 128 61 3380 3352 67 cat_boundaries=0 2 5 6 7 10 11 cat_threshold=17310080 16842752 343932928 3691249891 201359376 1 1127 2183221248 49285376 51271684 641 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=32 num_cat=7 split_feature=0 25 5 0 10 0 2 10 2 0 3 25 24 26 24 10 0 0 24 2 12 25 0 24 2 0 6 0 0 0 4 split_gain=8.57335e+06 5.29144e+06 3.64584e+06 1.58581e+06 882788 752582 709702 691358 500693 612646 465312 362403 326498 639152 323920 308447 223021 277451 166265 126751 63174.5 44800.7 43539 38498.9 38267.8 22641 21616.8 15125.1 3511.02 1074.24 972.659 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 96.07050000000001 96.632500000000022 328.05000000000007 210.75000000000003 9.775500000000001 300.91450000000003 232.70000000000002 1 2 2022.5000000000002 3 690.66750000000013 223.66250000000002 366.17750000000007 4 557.67000000000019 273.48534000000006 5 135.40500000000003 6 130.95600000000005 55.656960000000005 175.23750000000004 441.67528000000004 14.013000000000002 56.413500000000006 40.38000000000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 1 2 1 2 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 12 11 8 -6 9 -5 14 19 13 -1 16 -9 22 -18 -14 20 23 25 -7 -3 27 26 -13 -16 30 -30 -23 right_child=-2 5 -4 6 7 10 -8 15 -10 -11 -12 21 18 -15 24 -17 17 -19 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 29 -31 -32 leaf_value=0.22962649899144327 5.093562870152069 -0.11269890627743286 4.8049330048561094 2.6052521336873373 2.8090772943911344 0.64132624427477525 2.6828149675641741 0.26648103123619443 -0.10588429995945521 0.90778522530647177 1.8186811374482654 -0.14398243846750472 -0.072108252956753688 1.81622308819793 -0.13040393313423532 1.6073799975165006 1.8495951497965846 0.34031608854021345 0.28367258929244465 0.75851124191284192 0.40791698332755794 -0.2063249766152826 0.091458815468682175 -0.022713725402327026 0.37859597110748289 0.1987520170211792 0.1868675241470337 0.16628269195556641 -0.13266191176392816 -0.21078755248676648 -0.15608454704284669 leaf_weight=62 33 638 20 30 23 24 35 42 28 73 21 1569 158 43 122 29 29 21 808 20 31 3231 36 1852 20 20 20 20 88 22 39 leaf_count=62 33 638 20 30 23 24 35 42 28 73 21 1569 158 43 122 29 29 21 808 20 31 3231 36 1852 20 20 20 20 88 22 39 internal_value=0 -0.0126389 0.562923 0.50341 0.373115 -0.112612 1.41783 1.30229 1.07986 1.40219 0.38447 -0.132103 0.291563 0.802908 0.273741 0.814172 0.662244 1.2157 0.225338 -0.0343027 -0.0407284 -0.181482 0.311406 -0.046314 -0.0291378 -0.134772 -0.139818 -0.0886171 -0.203255 -0.148287 -0.205726 internal_weight=0 9174 1351 1331 1165 7823 166 94 131 103 293 7530 1071 105 272 71 110 50 966 2541 2521 4989 60 2490 162 1609 1589 142 3380 110 3270 internal_count=9207 9174 1351 1331 1165 7823 166 94 131 103 293 7530 1071 105 272 71 110 50 966 2541 2521 4989 60 2490 162 1609 1589 142 3380 110 3270 cat_boundaries=0 2 5 6 7 8 11 12 cat_threshold=17310080 16842752 343932928 3691249891 201359376 1 1053 2176 2183221248 49285376 51271684 641 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=33 num_cat=6 split_feature=0 25 5 0 1 10 0 1 9 1 10 0 25 24 26 0 0 1 24 0 2 12 0 25 24 0 6 26 0 1 0 0 split_gain=8.40274e+06 5.18641e+06 3.57326e+06 1.5542e+06 883554 865186 737611 970215 683905 678755 616491 440435 355165 319973 626432 224980 201023 165292 128857 160463 124231 61918.8 46326.9 43909.2 37746.5 22190.4 21186.6 17269 16755.3 5702.1 3616.59 3468.28 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 259.87500000000006 96.07050000000001 96.632500000000022 68.280000000000015 101.09997000000003 540.74500000000012 242.00750000000002 282.37500000000006 1 2 2022.5000000000002 240.75000000000003 486.41000000000003 98.63000000000001 3 352.08500000000004 557.67000000000019 273.48534000000006 169.17500000000004 4 5 55.656960000000005 175.23750000000004 2022.5000000000002 153.20400000000004 68.280000000000015 242.38250000000002 14.013000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 5 15 13 12 18 10 -6 -7 -9 20 14 -1 -5 -17 -15 19 22 21 24 -8 25 -3 26 -14 28 -20 31 -29 -25 right_child=-2 6 -4 4 9 8 7 11 -10 -11 -12 -13 23 17 -16 16 -18 -19 27 -21 -22 -23 -24 29 -26 -27 -28 30 -30 -31 -32 -33 leaf_value=0.2273302416647634 5.0426273780880555 -0.1115893128109567 4.7568835371732714 0.0058568899972098213 3.9608168811798095 3.3105722045898438 -0.12726221985287137 2.1204274964332579 -0.020300371135984149 1.5302438806604457 1.2075612441353176 0.30294037437438964 -0.14254261454250344 0.17997991424425572 1.7980609135295069 1.6279703154771223 0.72045189160567069 0.60201115808807881 0.21509610857282366 1.0430914380000187 0.75092609596252446 0.4038378143310547 0.3589712881487469 -0.2048610008095475 -0.022487807204080577 0.19676448917388917 0.18499886322021486 -0.19307987408204511 -0.133724036693573 -0.059705428651400973 -0.34781775267227838 -0.14725641007776616 leaf_weight=62 33 638 20 21 20 20 36 40 28 27 46 20 1569 862 43 46 52 104 21 26 20 31 43 3244 1852 20 20 44 40 28 23 108 leaf_count=62 33 638 20 21 20 20 36 40 28 27 46 20 1569 862 43 46 52 104 21 26 20 31 43 3244 1852 20 20 44 40 28 23 108 internal_value=0 -0.0125117 0.557309 0.498392 1.40365 0.369402 -0.111487 0.380626 1.28926 2.56453 1.84484 1.5146 -0.130784 0.288668 0.794879 0.945152 1.14643 0.223106 0.0886156 0.330215 -0.033965 -0.0403265 0.137397 -0.179668 -0.0458563 -0.133424 -0.13842 -0.12556 -0.0136384 -0.201223 -0.246199 -0.203005 internal_weight=0 9174 1351 1331 166 1165 7823 293 94 47 66 60 7530 1071 105 119 98 966 233 105 2541 2521 79 4989 2490 1609 1589 128 61 3380 67 3352 internal_count=9207 9174 1351 1331 166 1165 7823 293 94 47 66 60 7530 1071 105 119 98 966 233 105 2541 2521 79 4989 2490 1609 1589 128 61 3380 67 3352 cat_boundaries=0 2 5 6 7 10 11 cat_threshold=17310080 16842752 343932928 3691249891 201359376 1 1127 2183221248 49285376 51271684 641 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=33 num_cat=5 split_feature=0 25 4 0 10 2 0 10 24 2 0 10 25 24 26 26 19 2 0 19 10 0 25 2 0 6 0 0 0 2 2 4 split_gain=8.23553e+06 5.08323e+06 2.27854e+06 1.43485e+06 889948 883249 722937 634602 454088 434923 403632 370399 348071 302344 613966 262820 185824 121760 75515.3 51795.7 59095.8 44380.3 43035.4 42152.9 21748.8 20765 19667.6 26613.2 17948.3 3412.34 2503.13 870.29 threshold=1219.7885000000003 0 1265.0725000000002 173.94850000000002 96.07050000000001 328.05000000000007 96.632500000000022 210.75000000000003 1 9.775500000000001 300.91450000000003 736.8325000000001 2 3 2022.5000000000002 2022.5000000000002 110.14500000000002 557.67000000000019 228.76800000000003 177.37250000000003 331.12500000000006 127.72750000000002 4 134.19600000000003 55.656960000000005 175.23750000000004 441.67528000000004 284.92500000000007 189.57450000000003 27.463980000000003 56.310000000000009 30.270000000000003 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 13 9 12 -6 15 10 -5 -9 17 14 -1 28 -15 19 21 20 -3 -17 24 26 25 -14 27 -10 -8 31 -31 -24 right_child=-2 6 -4 5 7 -7 8 11 23 -11 -12 -13 22 16 -16 18 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=0.22505689959372244 4.9922009754180907 -0.049349999497265824 3.6095463673273724 2.2629155985514324 2.7551218646505609 2.7545201168457671 1.6640734186172486 0.24658061549777077 -0.013006748848773064 -0.11913323436464582 0.88510619392133738 1.7314221300397601 -0.14111718793596106 0.21131158617807122 1.7800802488105243 0.58832021940322154 1.1624297078450521 0.74341680335998539 0.88222238725231539 0.45463330405099051 0.40470965681404908 -0.029764099121093752 -0.20195157470077404 0.43796520042419429 0.1947968511581421 0.1831488800048828 0.2397581195831299 -0.34689039856195453 1.2746741617136987 -0.094810880605991077 -0.22205705642700196 -0.16071590840816499 leaf_weight=62 33 2471 24 30 23 36 20 42 94 28 73 28 1569 941 43 21 21 20 31 21 29 26 3254 20 20 20 20 32 29 52 22 52 leaf_count=62 33 2471 24 30 23 36 20 42 94 28 73 28 1569 941 43 21 21 20 31 21 29 26 3254 20 20 20 20 32 29 52 22 52 internal_value=0 -0.0123881 0.551736 0.50059 0.375824 1.36723 -0.110374 1.31402 0.376819 0.985988 1.28641 0.840517 -0.129478 0.294051 0.78693 0.796911 0.229686 -0.0336306 0.499099 -0.0399286 -0.0440829 0.246401 -0.177871 0.00699625 -0.13209 -0.137036 -0.0515614 -0.0978026 1.43361 -0.19921 -0.132641 -0.201303 internal_weight=0 9174 1351 1327 1160 167 7823 93 293 131 103 70 7530 1067 105 127 962 2541 78 2521 2500 47 4989 166 1609 1589 146 126 49 3380 74 3306 internal_count=9207 9174 1351 1327 1160 167 7823 93 293 131 103 70 7530 1067 105 127 962 2541 78 2521 2500 47 4989 166 1609 1589 146 126 49 3380 74 3306 cat_boundaries=0 2 3 6 7 10 cat_threshold=17310080 16842752 93 343932928 3691249891 201359376 1 2183221248 49285376 51271684 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=20 num_cat=1 split_feature=5 0 1 2 10 0 0 7 2 24 19 1 0 0 2 2 0 0 10 split_gain=5.03169e+06 4.1869e+06 1.67121e+06 1.56026e+06 1.553e+06 1.32533e+06 1.62574e+06 1.1111e+06 798089 361105 273104 260493 198476 292050 176398 398379 162442 154912 107411 threshold=1435.0600000000002 767.58750000000009 65.050000000000011 299.39250000000004 1064.4750000000001 173.94850000000002 252.37200000000004 329.58750000000003 464.11500000000007 0 366.90000000000003 100.46247000000001 486.41000000000003 375.58250000000004 1052.6300000000003 569.59500000000014 1081.6425000000002 66.112500000000011 166.11250000000004 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 8 7 -7 9 10 11 17 -4 13 -8 15 -10 -3 -1 -11 right_child=-2 3 5 -5 -6 6 12 -9 14 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.097503207480453741 4.7710257391496143 2.0722427860895793 1.6403591892936014 4.7691869087219239 2.7138024888038639 3.6452266622472695 0.46908997603825164 2.4103913149626361 1.6338452869912854 -0.085150717685097133 0.9378054780226488 0.42648303270339966 -0.0014624736620032269 2.0512683124542237 1.6226501989364623 -0.050996958944532607 0.94154516643948027 0.11735125850949968 0.67296751594543458 leaf_weight=8145 22 24 22 20 20 27 28 23 23 285 26 90 23 20 24 36 27 350 20 leaf_count=8145 22 24 22 20 20 27 28 23 23 285 26 90 23 20 24 36 27 350 20 internal_value=0 -0.0170646 -0.0358106 2.40196 -0.0695438 0.504924 1.55661 0.270686 -0.0760137 0.152669 -0.085519 0.610421 0.762342 1.12833 0.899833 0.605806 1.47364 -0.0886511 -0.034313 internal_weight=0 9233 9162 71 8624 538 98 440 8604 417 8521 112 71 48 83 59 51 8495 305 internal_count=9255 9233 9162 71 8624 538 98 440 8604 417 8521 112 71 48 83 59 51 8495 305 cat_boundaries=0 1 cat_threshold=532 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=48 num_cat=11 split_feature=25 5 0 25 0 0 7 7 24 0 0 5 0 0 24 6 25 24 0 0 25 18 6 4 0 3 0 25 24 3 25 24 0 0 11 5 4 0 10 0 0 0 0 6 4 6 3 split_gain=5.95201e+06 4.33848e+06 3.15313e+06 685190 556765 934656 705215 1.91165e+06 441814 433975 400805 301657 152211 328540 116288 186981 251053 110988 105505 147253 104629 93160 89006.7 67166.4 45388.5 82025.2 58529 44549.9 30101.5 45342.8 15583.7 12530.4 27187.7 6945.83 6253.09 6371.17 4134.26 3573.45 2694.66 1867.72 1813.74 1769.39 1299.56 508.063 444.762 417.201 149.566 threshold=0 1341.6425000000002 767.58750000000009 1 173.94850000000002 252.37200000000004 319.12500000000006 595.50000000000011 2 164.55774000000002 1205.5225000000003 102.07500000000002 525.67500000000007 352.08500000000004 3 218.29500000000002 4 5 232.70000000000002 209.55000000000004 6 73.46250000000002 317.44500000000005 209.55000000000004 723.82500000000016 28.484500000000004 398.62500000000006 7 8 119.02250000000002 9 10 33.705000000000005 152.19250000000002 4.197000000000001 42.440000000000005 40.38000000000001 66.112500000000011 54.499460000000006 111.65000000000002 6.7650000000000006 134.19600000000003 56.413500000000006 57.780000000000008 83.65000000000002 1.0000000180025095e-35 116.57500000000002 decision_type=9 2 2 9 2 2 2 2 1 2 2 2 2 2 1 2 9 1 2 2 9 2 2 2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 6 -6 8 -8 11 14 -4 -1 13 -7 20 16 17 -16 19 -11 28 -10 -17 -18 25 26 -20 31 29 -2 -30 32 34 37 35 -5 39 38 -33 40 45 -34 -42 46 -38 -29 -22 right_child=3 -3 10 27 5 12 7 -9 21 18 -12 -13 -14 -15 15 22 23 -19 24 -21 43 -23 -24 -25 -26 -27 -28 36 30 -31 -32 33 41 -35 -36 -37 44 -39 -40 -41 42 -43 -44 -45 -46 -47 -48 leaf_value=0.58942660037325756 0.014696149384533917 5.0412198003855613 2.1254928647554836 -0.095033930730292385 2.905381053426991 0.15306571409106254 3.2948914455545362 -0.17696399171011787 0.050454504208618335 0.33756006240844727 3.8988443115234372 -0.39945570396654534 0.061696970709438984 1.4980289766902015 0.51376488383223373 1.1359861593246461 -0.055560751896174189 0.11050153428229732 0.3336412083661115 1.4572847183545432 -0.24938766753756916 0.61742080565421809 0.30798134571797137 0.30413303763778121 0.79017650794982919 0.84659799575805661 -0.21151019004083449 -0.19630643056542721 -0.18493513873499684 0.47722878497579824 -0.0323554534251147 -0.15400095800382901 0.088641940307617184 -0.33817510786510652 -0.24112948642057533 -0.2375579446734804 -0.079719445869840422 -0.025145960308256603 -0.26645500789989124 -0.29247790718078615 -0.14595789331814338 0.21483435440063478 -0.22080138387351203 -0.29531923214594524 -0.13934586113149469 -0.21375269156235915 -0.22110120677947998 leaf_weight=473 270 22 26 633 23 32 29 35 445 23 25 33 29 42 113 20 1344 197 54 24 286 31 37 54 20 20 31 3305 107 23 192 678 25 21 34 33 29 21 22 20 116 20 29 24 22 143 20 leaf_count=473 270 22 26 633 23 32 29 35 445 23 25 33 29 42 113 20 1344 197 54 24 286 31 37 54 20 20 31 3305 107 23 192 678 25 21 34 33 29 21 22 20 116 20 29 24 22 143 20 internal_value=0 0.63477 0.560695 -0.105824 0.454774 1.08276 0.379127 1.39622 0.31284 0.0184043 2.99478 0.514761 0.675772 0.916423 -0.0127027 0.034891 0.016286 0.268959 0.50543 0.909334 -0.103072 0.0855809 0.598509 -0.0413711 0.353562 0.270398 0.134821 -0.174677 -0.0219751 0.0493209 -0.0911754 -0.125308 -0.0922935 -0.156788 -0.108849 -0.102096 -0.194317 -0.153679 -0.157535 -0.196109 -0.195573 0.144727 -0.160927 -0.243631 -0.105441 -0.19703 -0.247539 internal_weight=0 1245 1223 8010 1172 126 1046 64 982 2859 51 506 103 74 2687 1765 1708 310 172 47 922 476 57 1398 125 105 85 5151 592 293 299 1487 745 742 700 666 3664 721 700 3613 3593 45 145 330 51 3448 306 internal_count=9255 1245 1223 8010 1172 126 1046 64 982 2859 51 506 103 74 2687 1765 1708 310 172 47 922 476 57 1398 125 105 85 5151 592 293 299 1487 745 742 700 666 3664 721 700 3613 3593 45 145 330 51 3448 306 cat_boundaries=0 1 4 5 6 8 9 12 15 16 19 20 cat_threshold=532864 295698432 2634350755 201328656 599 449 16777216 218365953 1072 8388608 268501122 201328656 2248163328 40896576 50593804 320 0 2 16 1683 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=58 num_cat=11 split_feature=25 7 7 0 1 1 3 25 0 24 2 26 1 1 1 0 0 7 11 24 25 12 3 25 2 18 7 3 25 26 25 24 3 0 0 0 25 24 0 26 0 11 1 2 1 1 10 26 0 0 1 0 10 0 26 0 9 split_gain=5.83348e+06 3.75625e+06 2.84372e+06 1.9021e+06 2.21007e+06 1.48945e+06 898836 671655 425314 424326 441103 914664 372405 334730 282506 251739 223501 202985 187467 114071 175823 140314 105930 102511 92302.5 90767.2 91275.5 87558.8 84353.9 76653.4 44784.4 29532.1 44440.5 28939.6 35133.1 15615.1 15302.9 11624.9 25510.1 10243.5 6873.48 6066.48 5028.55 4780.5 4652.41 3362.64 3012.08 2972.6 2894.73 2157.31 865.452 711.89 441.751 439.777 813.34 396.095 339.943 threshold=0 309.90000000000003 441.88278000000008 173.94850000000002 259.87500000000006 31.849500000000003 262.50000000000006 1 164.55774000000002 2 164.55774000000002 2022.5000000000002 58.430000000000007 228.76800000000003 98.63000000000001 470.16250000000008 1005.9575000000001 744.3325000000001 1.1200000000000003 3 4 256.61250000000007 270.37500000000006 5 206.55000000000004 73.46250000000002 39.961300000000001 90.300000000000026 6 2022.5000000000002 7 8 119.02250000000002 569.59500000000014 232.70000000000002 311.67500000000007 9 10 33.705000000000005 2022.5000000000002 152.19250000000002 4.197000000000001 72.935000000000016 206.55000000000004 27.198000000000004 84.744000000000014 54.499460000000006 2022.5000000000002 42.554000000000009 134.19600000000003 184.72500000000005 4.1810000000000009 44.350000000000009 17.2895 2022.5000000000002 33.63000000000001 1.0000000180025095e-35 decision_type=9 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 2 9 2 9 1 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 15 17 -6 8 19 10 14 -12 33 -14 18 35 -17 -4 -1 23 24 22 -22 31 28 26 27 -11 -21 -16 37 32 -2 34 -10 -5 -33 38 41 -36 46 42 -9 50 51 47 48 -46 -39 -40 -25 52 56 54 -53 -55 -32 right_child=7 2 5 4 6 -7 -8 30 12 25 11 -13 13 -15 29 16 -18 -19 -20 20 21 -23 -24 43 -26 -27 -28 -29 -30 -31 44 36 -34 -35 39 -37 -38 40 49 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 53 -54 55 -56 -57 -58 leaf_value=0.40357956560290592 0.014549194989381014 5.572133925064751 1.2122096829414368 0.31443807220458986 2.129323905418659 3.2724181002955284 4.8849750118255617 -0.096300689481153084 0.41905603240518013 0.075771827774251843 2.8595349718176801 0.039321816485861076 2.2068119975498743 0.46058802729067594 0.78783821351826189 1.5881778341845461 0.3392176188593326 -0.11697258772673431 -0.42964465831888132 0.39206365699442025 -0.061426321565849075 0.79726496315002437 0.58395294702970069 -0.24274884092311066 0.73297166298175687 0.61124661045689732 0.71211113739013665 -0.35155632786317303 0.081029286674249953 1.6633574142456056 -0.19527307771102728 -0.18324385455530934 0.47245651162188984 0.54056891600290935 0.16691927210489907 -0.050853636698289358 -0.03204791947166518 -0.1515916244886075 0.074541639914879443 -0.077525989055633557 -0.33479334967476981 -0.23871819159563848 -0.23556847113150137 -0.39091471065174455 -0.15537807908551446 -0.21700185784926782 -0.26393153646717904 -0.01660412932887222 -0.044089110447810248 0.21268600749969482 -0.17472117233276369 -0.11268242513691938 -0.24187137058803015 -0.21448082605997723 -0.18528854370117187 -0.17356241644292639 -0.21299265486853464 leaf_weight=392 270 23 20 25 29 31 20 652 34 374 23 23 21 23 20 38 23 27 29 107 1165 20 26 288 29 31 20 55 418 20 3249 107 23 24 30 22 192 684 26 40 21 34 27 22 29 26 23 33 26 20 20 27 21 36 36 69 112 leaf_count=392 270 23 20 25 29 31 20 652 34 374 23 23 21 23 20 38 23 27 29 107 1165 20 26 288 29 31 20 55 418 20 3249 107 23 24 30 22 192 684 26 40 21 34 27 22 29 26 23 33 26 20 20 27 21 36 36 69 112 internal_value=0 0.628422 2.48208 0.470262 1.49264 1.57091 3.25408 -0.10476 0.0182344 0.307634 0.505689 1.44943 0.500376 1.29401 0.422489 0.693472 1.11726 0.448637 0.346184 -0.0125605 0.0345772 -0.0331151 -0.0473374 -0.102065 0.180511 0.0861101 0.0517712 0.0209862 0.153432 1.2256 -0.17293 -0.0217914 0.0488277 0.227563 0.155331 0.14345 -0.090334 -0.124103 -0.0924226 0.0272363 -0.154367 -0.108366 -0.101839 -0.241195 -0.192841 -0.121545 -0.151303 -0.0815145 -0.147655 0.134604 -0.238331 -0.195151 -0.196149 -0.175059 -0.154172 -0.187592 -0.195864 internal_weight=0 1245 101 1144 157 78 49 8010 2859 987 507 46 172 44 461 108 61 47 421 2687 1765 1211 1191 922 554 480 449 429 525 40 5151 592 293 128 104 47 299 1513 759 70 754 713 679 330 3638 88 733 62 710 46 308 3550 3382 168 63 105 3361 internal_count=9255 1245 101 1144 157 78 49 8010 2859 987 507 46 172 44 461 108 61 47 421 2687 1765 1211 1191 922 554 480 449 429 525 40 5151 592 293 128 104 47 299 1513 759 70 754 713 679 330 3638 88 733 62 710 46 308 3550 3382 168 63 105 3361 cat_boundaries=0 1 4 5 6 8 11 13 16 17 20 21 cat_threshold=532864 295698432 2634350755 201328656 599 449 18874368 2365849633 8388608 268501122 201328656 16777216 16777217 2248163328 40896576 51118084 320 0 2 16 1683 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=48 num_cat=10 split_feature=25 5 0 1 1 6 10 2 25 0 24 0 1 1 26 24 25 6 1 25 5 25 25 25 0 0 24 0 26 0 11 5 1 1 2 10 26 0 0 1 0 10 0 26 6 26 0 split_gain=5.71734e+06 4.22075e+06 3.0575e+06 1.33677e+06 1.249e+06 721943 716719 786820 658352 610417 452098 416834 364994 328069 284012 112155 183713 262019 82653.1 69010.5 48935.7 47113.2 43893.2 34312.1 28363.7 34433.9 11393.6 25002.4 10039.6 6736.69 5945.76 6168.54 4559.83 3295.72 3032.26 2952.14 2913.44 2837.98 2114.38 1522.14 697.724 432.96 431.24 685.292 356.469 310.078 306.42 threshold=0 1341.6425000000002 767.58750000000009 50.217500000000008 259.87500000000006 310.65000000000003 788.58750000000009 164.55774000000002 1 178.63500000000002 2 164.55774000000002 58.430000000000007 228.76800000000003 2022.5000000000002 3 4 226.95300000000003 438.04750000000007 5 231.90000000000003 6 7 8 569.59500000000014 232.70000000000002 9 33.705000000000005 2022.5000000000002 152.19250000000002 4.197000000000001 42.440000000000005 27.198000000000004 84.744000000000014 96.632500000000022 54.499460000000006 2022.5000000000002 66.112500000000011 134.19600000000003 21.802500000000006 4.1810000000000009 44.350000000000009 16.410000000000004 2022.5000000000002 1.0000000180025095e-35 2022.5000000000002 33.63000000000001 decision_type=9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 9 2 2 9 2 9 9 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 9 7 10 11 18 -1 15 24 -14 -9 19 45 21 -6 34 23 -18 26 -21 25 -13 27 30 -27 35 31 -10 40 36 39 37 -34 -28 -29 -2 41 44 43 -42 -24 -17 -44 right_child=8 -3 3 -5 5 -7 -8 14 22 -11 -12 12 13 -15 -16 16 17 -19 -20 20 -22 -23 32 -25 -26 28 29 38 -30 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 42 -43 46 -45 -46 -47 -48 leaf_value=0.65162097901605365 -0.23621746068777039 4.9683577199415723 1.3583873044527495 4.5969843719482428 0.019726354598999022 3.1166478977203371 2.2042170476913454 1.7060809757398523 -0.094007845509901142 2.2142366564273837 0.088192623907210013 0.41486547582289751 2.1847438430786132 0.45598218171492866 0.64982088457074083 0.38388640572043026 0.089045541527905045 0.83461764464507227 0.76522656800418065 0.082332227552259302 0.33343019312078304 -0.050292406382442881 -0.1932310322058837 -0.086501746979024685 0.53516322135925298 0.16525007883707685 -0.14975350188654521 0.073796219825744636 -0.07675072622299195 -0.33144541785830539 -0.23633101014529956 -0.23417715592817828 -0.15382430405452335 -0.21483183833268973 -0.35633226490020753 -0.26129222206447433 -0.016438091451471501 -0.034374009479175911 0.21055913829803466 -0.14888592806729403 -0.11029218643903732 -0.23945265270414809 -0.20608546813329059 -0.18052058191010445 -0.20964355752088021 0.35636727538289903 -0.17182679114134417 leaf_weight=169 215 22 26 25 20 20 20 46 646 32 750 34 21 23 57 85 306 37 58 138 33 1042 3223 710 24 30 688 26 40 21 34 33 29 26 20 23 33 22 20 22 24 21 42 33 138 79 69 leaf_count=169 215 22 26 25 20 20 20 46 646 32 750 34 21 23 57 85 306 37 58 138 33 1042 3223 710 24 30 688 26 40 21 34 33 29 26 20 23 33 22 20 22 24 21 42 33 138 79 69 internal_value=0 0.622138 0.549043 2.94593 0.444741 1.36897 0.329434 0.292746 -0.103709 1.05121 0.199855 0.0180611 0.495372 1.28107 1.12155 -0.0124253 0.0429089 0.0043811 0.574073 -0.0873535 -0.0438753 -0.0183748 -0.171201 -0.0590756 0.225288 0.153778 -0.122862 -0.0914984 0.0269639 -0.152823 -0.107282 -0.10082 -0.190912 -0.120329 -0.229172 -0.14979 -0.0806994 -0.146178 0.133258 -0.228111 -0.1932 -0.194188 -0.173309 -0.150951 -0.193905 0.34933 -0.18479 internal_weight=0 1245 1223 51 1172 130 1042 1022 8010 110 919 2859 172 44 103 2687 1549 1385 78 1138 881 1348 5151 848 128 104 1513 759 70 754 713 679 3638 88 257 733 62 710 46 237 3550 3382 168 57 3361 164 111 internal_count=9255 1245 1223 51 1172 130 1042 1022 8010 110 919 2859 172 44 103 2687 1549 1385 78 1138 881 1348 5151 848 128 104 1513 759 70 754 713 679 3638 88 257 733 62 710 46 237 3550 3382 168 57 3361 164 111 cat_boundaries=0 1 4 5 6 8 10 12 15 18 19 cat_threshold=532864 295698432 2634350755 201328656 3 2497 16777216 150994945 287309824 151257089 268435456 2214854688 2248163328 40896576 51118084 8388608 65536 2048 1683 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=53 num_cat=11 split_feature=25 4 1 0 1 19 24 0 25 4 0 1 11 1 16 16 7 24 6 25 24 25 6 1 1 25 24 3 0 0 25 24 0 0 0 11 4 1 1 0 7 1 1 0 4 0 0 1 6 1 4 0 split_gain=5.60448e+06 3.69506e+06 2.36038e+06 1.51362e+06 1.01219e+06 723523 691983 692331 645259 465203 408537 357730 329822 321540 157303 135291 119965 109999 178980 239273 109018 99195.2 86791 79020 66717.5 41983.7 28952.9 43358.2 27799.2 33748.7 14924.5 11815.7 25620.3 7451.54 6539.47 5890.15 4696.34 4169.89 3506.97 3391.39 2237.49 2037.24 1902.67 1658.7 1257.92 1033.07 715.348 702.602 844.959 565.369 141.348 70.9368 threshold=0 1422.3575000000001 259.87500000000006 173.94850000000002 593.34250000000009 60.050000000000004 1 470.16250000000008 2 199.12500000000003 164.55774000000002 58.430000000000007 96.365500000000011 228.76800000000003 19.874125000000003 325.42500000000007 157.50375000000003 3 218.29500000000002 4 5 6 317.44500000000005 53.967500000000008 665.43750000000011 7 8 119.02250000000002 569.59500000000014 232.70000000000002 9 10 33.705000000000005 284.92500000000007 152.19250000000002 4.197000000000001 103.77628000000001 27.198000000000004 84.744000000000014 66.112500000000011 46.144000000000005 485.55000000000001 50.217500000000008 134.19600000000003 30.270000000000003 56.413500000000006 6.7650000000000006 218.97000000000003 57.780000000000008 35.001570000000008 83.65000000000002 93.325000000000017 decision_type=9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 1 2 9 1 9 2 2 2 9 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 9 -5 6 7 12 10 24 17 28 -1 -13 16 -16 -8 21 19 20 -19 26 -20 -21 41 31 27 -2 29 -12 -28 32 35 -31 39 36 -10 44 42 40 -33 -4 49 -34 45 46 -27 48 -23 -39 -46 -47 right_child=8 -3 3 4 -6 -7 14 -9 25 -11 11 13 -14 -15 15 -17 -18 18 22 23 -22 47 -24 -25 -26 37 30 -29 -30 33 -32 34 43 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 50 51 -48 -49 -50 -51 -52 -53 leaf_value=0.58933727737148434 0.01483773206781458 4.8845502147674562 0.84826527786254891 4.2240931455550657 1.6010988167354041 1.8034631695066179 -0.037285794582870083 2.1005223925360319 -0.1040516039335153 2.2498064041137695 0.4107168113484102 2.1628964069911412 -0.32597975620003633 0.45142234470533288 1.251514149233699 0.10229791187104725 0.49564357169131018 0.5047655387816391 1.1161601724624635 -0.060629140181494012 0.10580190271571063 -0.24337626236180465 0.29852645925573401 0.24413472296117428 0.14044780697141376 -0.19170406584877145 -0.18084873704828766 0.46713446824446969 0.52981160322825116 -0.10351034093786168 -0.031551193435593407 -0.14889302947174485 0.086272142791748052 0.10845064096672591 -0.3281309668223063 -0.23396769916310031 0.041376139599344004 -0.07963971376419067 -0.21473051130771637 -0.023897125607445124 -0.23324780608668472 0.70553324258327477 0.00038545346260070802 0.20845357036590578 -0.1558956319407413 -0.22570701144990465 -0.16507549534623439 -0.18678655338287353 -0.30767330776561391 -0.15310194514014505 -0.12305192756652833 -0.2508737482627233 leaf_weight=466 270 20 20 31 28 35 417 29 643 20 34 21 43 23 20 21 47 113 20 1307 197 288 37 91 28 3367 107 23 24 27 192 667 25 43 21 34 23 20 28 21 33 20 20 20 38 21 104 20 22 22 20 24 leaf_count=466 270 20 20 31 28 35 417 29 643 20 34 21 43 23 20 21 47 113 20 1307 197 288 37 91 28 3367 107 23 24 27 192 667 25 43 21 34 23 20 28 21 33 20 20 20 38 21 104 20 22 22 20 24 internal_value=0 0.615976 0.551313 1.74002 2.97928 0.389217 0.341759 0.586732 -0.102672 0.909144 0.0178817 0.490419 0.512012 1.26826 0.0678167 0.662891 0.0166963 -0.0122998 0.0339886 0.0157852 0.26246 -0.100192 0.585415 -0.0405014 0.514831 -0.169489 -0.0212332 0.0486808 0.223035 0.15224 -0.0891024 -0.121566 -0.0895133 0.0266943 -0.15213 -0.105583 -0.0990293 -0.188554 -0.121842 -0.149113 -0.15287 0.776899 -0.0798924 0.140575 -0.190761 -0.191523 -0.190906 -0.23705 -0.247939 -0.11812 -0.14457 -0.239129 internal_weight=0 1245 1225 147 59 1078 1043 538 8010 88 2859 172 509 44 505 41 464 2687 1765 1708 310 922 57 1398 68 5151 592 293 128 104 299 1487 745 70 742 700 666 3664 90 721 700 40 62 45 3574 3516 3471 330 310 42 58 45 internal_count=9255 1245 1225 147 59 1078 1043 538 8010 88 2859 172 509 44 505 41 464 2687 1765 1708 310 922 57 1398 68 5151 592 293 128 104 299 1487 745 70 742 700 666 3664 90 721 700 40 62 45 3574 3516 3471 330 310 42 58 45 cat_boundaries=0 1 2 5 6 8 9 12 15 16 19 20 cat_threshold=532864 599 295698432 2634350755 201328656 449 16777216 218365953 1072 8388608 268501122 201328656 2248163328 40896576 50593804 320 0 2 16 1683 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=47 num_cat=10 split_feature=25 1 4 7 1 24 1 10 10 1 25 1 3 1 2 3 1 19 26 24 25 2 24 8 26 1 24 4 25 24 26 1 1 24 26 26 3 2 9 7 26 3 1 1 2 1 split_gain=7.57755e+06 3.42482e+06 1.51485e+06 4.03765e+06 1.38642e+06 1.18698e+06 950626 681155 652206 647734 515286 441920 501775 429496 344677 328113 293759 149864 140852 125323 122044 160819 150741 101438 69743.9 57703.1 50092.8 49193.8 40335.3 33224.6 27762.3 24497.7 12390.1 5266.21 19257.4 13950 4868.81 3923.5 3014.61 2721.15 3433.72 1949.58 1805 5907.81 1486 2.79011 threshold=0 1183.6900000000003 449.64000000000004 303.37500000000006 164.55774000000002 1 42.190000000000005 73.46250000000002 404.76000000000005 403.91250000000008 2 65.050000000000011 231.15000000000003 300.91450000000003 20.000500000000006 488.75250000000005 111.65000000000002 224.79000000000002 2022.5000000000002 3 4 387.99000000000007 5 117.08000000000003 2022.5000000000002 308.62500000000006 6 817.62000000000012 7 8 2022.5000000000002 543.33000000000004 72.935000000000016 9 2022.5000000000002 2022.5000000000002 169.17500000000004 27.463980000000003 3.4566000000000008 66.112500000000011 2022.5000000000002 4.2340000000000009 71.288140000000013 48.619320000000009 93.325000000000017 169.17500000000004 decision_type=9 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 1 2 9 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 27 7 15 9 -9 14 11 17 16 18 -1 19 -13 20 -8 -7 22 26 24 25 -2 -18 -22 -4 29 32 -24 -15 33 34 -12 -35 37 42 39 40 -31 44 43 -30 -39 -44 right_child=10 -3 3 -5 -6 6 13 8 -10 -11 28 12 -14 31 -16 -17 23 -19 -20 -21 21 -23 30 -25 -26 -27 -28 -29 36 38 -32 -33 -34 35 -36 -37 -38 41 -40 -41 -42 -43 45 -45 -46 -47 leaf_value=0.61081781434151716 0.19478790397644044 4.4037677402496334 0.12022723218669062 5.8778092250823981 2.9469424095153807 -0.26837280500803562 1.3500922698974609 3.3981535277366639 1.0961599993705751 2.2889235623677573 0.16848330006879919 1.411635305762291 1.8006094964345298 0.73750760459899911 1.5029397558172546 1.1660193093617757 -0.13465097086770195 0.82620433425903317 2.5369033544063568 0.087029572876867967 -0.13942509633268235 0.63362047374248509 0.088676335700204445 0.78038581575666155 0.70649641907005989 0.26391536474227906 -0.03971825899921845 -0.53381600074146107 -0.18331753642760895 -0.16295596576872329 -0.14189704782822551 0.24848397186824256 -0.24709482737949917 -0.13378770183872532 -0.078415891033107962 0.062424624268437777 -0.025271311759948734 -0.17114686155319211 -0.26058386180711829 -0.24157087749905057 -0.11133200561414 -0.038830742381867907 -0.23839812797658586 -0.011046789288520813 -0.092085930506388344 -0.24303411847069151 leaf_weight=443 50 25 23 20 20 141 20 20 32 27 68 20 24 20 48 24 84 20 20 281 855 32 107 21 57 64 1274 23 4276 273 102 21 21 74 59 71 20 70 23 27 244 21 34 20 36 21 leaf_count=443 50 25 23 20 20 141 20 20 32 27 68 20 24 20 48 24 84 20 20 281 855 32 107 21 57 64 1274 23 4276 273 102 21 21 74 59 71 20 70 23 27 244 21 34 20 36 21 internal_value=0 0.73493 0.66361 1.94166 0.748883 0.563417 0.205762 0.875128 1.98154 0.780954 -0.111199 0.00133783 0.43857 1.20627 0.698031 0.0286677 0.265612 -0.0359537 1.9435 -0.0360158 -0.042915 -0.0697029 0.138112 0.129988 0.427433 0.037702 -0.0806017 -0.206794 -0.168015 -0.101143 -0.0227632 0.487032 -0.0126297 0.00500803 0.0498564 -0.0352783 -0.180548 -0.181645 -0.145871 -0.143703 -0.138592 -0.126857 -0.183244 -0.182516 -0.144296 -0.240168 internal_weight=0 1208 1183 86 66 1097 527 570 52 518 8068 2710 213 81 491 446 189 2497 40 422 2477 2161 316 169 107 148 2129 46 5358 860 209 41 293 272 127 145 4498 4478 567 544 517 127 4351 4296 106 55 internal_count=9276 1208 1183 86 66 1097 527 570 52 518 8068 2710 213 81 491 446 189 2497 40 422 2477 2161 316 169 107 148 2129 46 5358 860 209 41 293 272 127 145 4498 4478 567 544 517 127 4351 4296 106 55 cat_boundaries=0 1 2 5 6 8 9 10 13 14 15 cat_threshold=532864 111 60817408 2634350755 201327120 640 16777216 2214658049 2160 2466 2415939584 1075839040 2048 2086 2052 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=42 num_cat=5 split_feature=25 0 7 4 10 10 0 1 7 0 1 0 1 25 10 4 1 1 12 19 1 25 2 6 0 6 25 7 0 0 10 10 25 0 0 9 3 0 0 7 0 split_gain=7.42653e+06 5.18172e+06 1.61162e+06 4.47792e+06 965942 1.13899e+06 968262 798024 718704 697609 877865 357736 313324 287337 244189 196235 176088 168107 162397 121381 90442.5 74124.7 191666 105531 64446.4 33739.5 31909.3 29415.7 16601.7 19382.3 16099.1 11447.2 11766 8127.06 13288.1 6450.84 5883.67 5856.66 5826.69 5699 3423.28 threshold=0 1165.3425000000004 303.37500000000006 449.64000000000004 73.46250000000002 237.07500000000002 66.112500000000011 293.06250000000006 591.48000000000013 96.632500000000022 68.280000000000015 308.62500000000006 540.74500000000012 1 736.8325000000001 14.938500000000001 13.003400000000001 216.15000000000003 128.11550000000003 202.65000000000003 40.213800000000006 2 387.99000000000007 259.12500000000006 218.97000000000003 244.35500000000002 3 1053.6800000000001 352.08500000000004 258.76500000000004 439.75028000000003 172.12500000000003 4 173.94850000000002 114.75000000000001 33.347500000000004 218.97000000000003 27.463980000000003 470.16250000000008 48.761500000000005 137.99750000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 8 6 -6 15 16 -4 13 24 17 -9 19 30 18 -8 -12 -1 21 -17 25 23 -23 33 26 -2 -10 29 -26 -7 32 35 34 -11 39 37 -34 -30 -15 -36 right_child=9 -3 3 -5 5 14 7 12 27 10 11 -13 -14 31 -16 20 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 38 -31 -32 -33 36 -35 40 -37 -38 -39 -40 -41 -42 leaf_value=0.38685183674720541 0.20346421877543133 4.8376682535807296 1.8954695678479743 6.0783641700744626 3.1853420383589612 0.090099684268236155 0.94707261616670635 3.2744954471588135 -0.33331971836090091 -0.20247552824020384 1.340774688720703 0.33434735250473024 1.5044002423286438 -0.11283782763348901 1.6223615673610143 -0.2802489862194309 -0.047158949686133343 2.6218076868057252 -0.34125458240509032 0.73501789760589609 0.43437384729800016 -0.10413722131464972 0.89122028350830085 0.45844479392556586 0.33744817592479565 -0.33921615600585936 0.020027148384655042 0.18121069793701172 0.45579928059731767 -0.011098500398489147 0.4913360753059387 0.0015543420691239208 -0.18193638488616473 -0.22542504277722589 0.16294369888305663 -0.25873043060302736 -0.0084311428070068372 -0.099082061778539898 0.26623898562263043 -0.25630004882812502 0.00055995322562552789 leaf_weight=717 104 30 33 20 28 20 79 20 20 30 21 20 20 613 21 77 23 20 32 20 23 1726 20 34 27 23 609 25 31 39 20 38 4402 29 20 35 20 87 34 29 37 leaf_count=717 104 30 33 20 28 20 79 20 20 30 21 20 20 613 21 77 23 20 32 20 23 1726 20 34 27 23 609 25 31 39 20 38 4402 29 20 35 20 87 34 29 37 internal_value=0 0.727566 0.629071 1.85696 0.517652 1.51559 0.428028 1.19234 0.774543 -0.11009 0.356518 1.43081 2.38945 -0.128751 0.749153 0.300193 0.722883 1.96567 0.355744 -0.0407852 -0.115886 -0.0471143 -0.0817482 -0.0932692 0.0912071 0.0372517 0.0499183 -0.0474695 0.243207 0.131489 0.290718 -0.171049 -0.172644 -0.0804483 -0.0321227 -0.124684 -0.179171 -0.180331 0.356645 -0.119318 0.0575367 internal_weight=0 1208 1178 98 1080 89 991 142 78 8068 308 61 40 7760 61 849 102 41 749 2536 100 2516 1780 1760 247 736 713 45 131 66 40 5224 5186 116 87 677 4509 4489 65 642 57 internal_count=9276 1208 1178 98 1080 89 991 142 78 8068 308 61 40 7760 61 849 102 41 749 2536 100 2516 1780 1760 247 736 713 45 131 66 40 5224 5186 116 87 677 4509 4489 65 642 57 cat_boundaries=0 1 4 7 9 12 cat_threshold=532864 329252864 3307536611 201327120 16777216 2231697569 67109376 16777216 1 20480 307234816 165892 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=22 num_cat=3 split_feature=0 5 2 0 12 24 10 10 3 10 3 0 0 2 24 3 18 24 2 2 7 split_gain=6.02083e+06 3.58122e+06 3.12312e+06 1.74855e+06 1.16826e+06 882132 805730 882092 680264 487889 603178 476503 399805 201351 259626 155414 117306 128651 89764.2 53325.1 28564.3 threshold=806.46500000000003 1341.6425000000002 98.25500000000001 66.112500000000011 312.37500000000006 0 92.100000000000023 117.08000000000003 231.15000000000003 1064.4750000000001 127.72750000000002 1265.0725000000002 210.75000000000003 164.55774000000002 1 287.36250000000007 252.37200000000004 2 460.05000000000007 589.71000000000015 62.300000000000004 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 left_child=1 3 11 6 5 15 13 -8 12 10 -9 -2 -7 16 18 20 17 -1 -15 -16 -5 right_child=2 -3 -4 4 -6 8 7 9 -10 -11 -12 -13 -14 14 19 -17 -18 -19 -20 -21 -22 leaf_value=-0.13983759556178346 2.3183826474790221 3.9178395735699194 5.8059086736043302 -0.20119685663036041 2.9110459423065187 0.29377321918487548 2.5245966734886172 -0.084145457141007046 2.4510064778725305 1.7727680905659995 1.4414667217577659 0.35966318959775179 1.1107806501388549 0.36285551038839053 0.0080941927168104392 0.65784061935212879 0.45709740002950033 -0.058929134824080347 0.96772482417878647 -0.46718571305274964 0.1683193596204122 leaf_weight=3388 27 23 24 163 20 125 20 158 24 21 31 23 115 59 90 27 39 4801 42 32 24 leaf_count=3388 27 23 24 163 20 125 20 158 24 21 31 23 115 59 90 27 39 4801 42 32 24 internal_value=0 -0.023178 2.84068 -0.0330531 0.543198 0.444125 -0.0661107 0.517872 0.814911 0.326755 0.166087 1.41737 0.685256 -0.0820043 0.214491 -0.0490791 -0.09004 -0.0926458 0.559035 -0.107738 -0.153772 internal_weight=0 9202 74 9179 498 478 8681 230 264 210 189 50 240 8451 223 214 8228 8189 101 122 187 internal_count=9276 9202 74 9179 498 478 8681 230 264 210 189 50 240 8451 223 214 8228 8189 101 122 187 cat_boundaries=0 1 2 3 cat_threshold=2976 3408 3458 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=42 num_cat=9 split_feature=25 0 5 10 10 1 10 24 0 1 0 3 0 25 4 1 0 19 24 0 24 25 2 25 0 1 10 0 26 26 10 25 0 0 24 3 2 26 0 26 26 split_gain=7.21765e+06 5.01807e+06 3.09614e+06 1.32563e+06 978723 910792 804536 758367 665611 854315 534345 485668 353178 279943 212461 164544 149338 118272 117063 245661 72894.9 167271 117839 65684.3 59005.6 53979.2 28679.2 25326.5 16793.9 15367.3 11051.9 11502.6 10739.8 10659 8565.03 5749.74 5651.28 4247.99 1712.02 1115.15 93.1201 threshold=0 1165.3425000000004 1279.9550000000002 73.46250000000002 237.07500000000002 263.99500000000006 1064.4750000000001 1 96.632500000000022 68.280000000000015 173.94850000000002 130.95600000000005 308.62500000000006 2 543.33000000000004 216.15000000000003 343.01500000000004 202.65000000000003 3 352.08500000000004 4 5 387.99000000000007 6 470.16250000000008 690.66750000000013 144.05250000000004 218.97000000000003 2022.5000000000002 2022.5000000000002 172.12500000000003 7 164.55774000000002 232.70000000000002 8 218.97000000000003 33.63000000000001 2022.5000000000002 152.19250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 1 2 1 9 2 9 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 11 16 13 18 25 -6 15 17 -9 -11 -1 20 19 32 23 40 -23 28 27 -7 -25 38 -2 -29 31 34 -10 -34 39 36 -33 -36 -20 -15 -22 right_child=8 -3 -4 4 6 10 -8 14 9 12 -12 -13 -14 30 -16 -17 -18 -19 24 -21 21 22 -24 26 -26 -27 -28 29 -30 -31 -32 35 33 -35 37 -37 -38 -39 -40 -41 -42 leaf_value=-0.13299602339076663 0.0074107691446940105 4.7619511617024743 4.5213573455810545 3.0190732013817989 -0.14686041940342295 0.62320045301649307 2.7438692560195923 0.58273787325294457 -0.064012519560362163 1.3202387900579544 2.3600106329076431 1.7015153981390456 0.31758076667785645 -0.043018627516720274 -0.3405125900415274 2.5876242284774782 0.72189638831398717 0.72586911010742183 -0.12943217554400044 1.1258945517704404 0.3549113441725909 -0.047984800444237447 0.6185320451524523 -0.16879323206800323 -0.62777271461486817 1.2187219690239948 0.20613765807378862 0.29407991115863508 0.25010478766068167 -0.046538208149097579 0.0010886347921271074 -0.17948723295799771 0.31003193000952406 0.011996637384096783 -0.12280434925237607 -0.0077361707687377936 -0.10847063632633376 -0.18378815816243488 -0.2373069783619472 -0.088048814846588677 0.37246196623771416 leaf_weight=287 75 30 20 33 44 45 20 603 38 21 34 21 20 109 26 20 22 20 31 29 59 1510 27 716 20 23 21 26 46 27 38 4374 24 24 232 20 115 225 28 111 62 leaf_count=287 75 30 20 33 44 45 20 603 38 21 34 21 20 109 26 20 22 20 31 29 59 1510 27 716 20 23 21 26 46 27 38 4374 24 24 232 20 115 225 28 111 62 internal_value=0 0.717263 0.620347 0.552972 1.55743 0.439004 0.989969 0.341417 -0.108528 0.347251 1.33642 0.450307 1.40703 -0.126758 0.536053 1.93848 -0.0698688 -0.0399345 0.0855233 0.303577 -0.0461807 -0.00702894 -0.0360418 -0.120353 -0.118471 0.824627 -0.155993 -0.0381022 0.0920659 0.120557 -0.168508 -0.170075 0.0615838 0.161014 -0.122715 -0.176523 -0.177668 -0.149557 -0.180627 -0.0628802 0.336125 internal_weight=0 1208 1178 1158 118 1040 85 938 8068 308 102 65 61 7760 629 41 309 2536 247 115 2516 1658 1537 858 132 68 737 112 121 53 5224 5186 86 48 677 4509 4489 457 59 220 121 internal_count=9276 1208 1178 1158 118 1040 85 938 8068 308 102 65 61 7760 629 41 309 2536 247 115 2516 1658 1537 858 132 68 737 112 121 53 5224 5186 86 48 677 4509 4489 457 59 220 121 cat_boundaries=0 1 2 5 6 7 9 12 15 16 cat_threshold=532864 3216 329252864 3307536611 201327120 335 387 16777216 2164260865 0 327872 67108864 20480 307234816 165892 2145 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=40 num_cat=7 split_feature=25 0 5 10 10 1 10 24 0 1 0 3 0 25 4 1 0 24 0 25 2 6 0 0 1 0 26 6 10 25 0 0 24 3 0 26 0 26 26 split_gain=7.07402e+06 4.91821e+06 3.03453e+06 1.29925e+06 959246 892668 788526 743275 652365 837314 523711 476003 346150 274372 208233 161270 146366 114733 240772 68998.2 88239.7 68054.8 66361.1 57831.3 53938.7 24822.5 15061.5 11657 10832 11273.7 10526 10446.9 8394.58 5635.32 5638.93 4163.45 1677.95 1092.96 31.7647 threshold=0 1165.3425000000004 1279.9550000000002 73.46250000000002 237.07500000000002 263.99500000000006 1064.4750000000001 1 96.632500000000022 68.280000000000015 173.94850000000002 130.95600000000005 308.62500000000006 2 543.33000000000004 216.15000000000003 343.01500000000004 3 352.08500000000004 4 387.99000000000007 259.12500000000006 28.484500000000004 470.16250000000008 752.83000000000015 218.97000000000003 2022.5000000000002 458.71125000000006 172.12500000000003 5 164.55774000000002 232.70000000000002 6 218.97000000000003 27.463980000000003 2022.5000000000002 152.19250000000002 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 11 16 13 17 24 -6 15 19 -9 -11 -1 18 30 38 21 22 -21 25 -7 36 -27 -23 29 32 -10 -32 37 34 -31 -34 -19 -15 -2 right_child=8 -3 -4 4 6 10 -8 14 9 12 -12 -13 -14 28 -16 -17 -18 23 -20 20 -22 27 -24 -25 -26 26 -28 -29 -30 33 31 -33 35 -35 -36 -37 -38 -39 -40 leaf_value=-0.13166606339843431 0.18836145682413069 4.7143316345214847 4.476143696308136 2.9888825129017689 -0.14539181167429144 0.99817902366320299 2.7164305906295776 0.57691049183284859 -0.063372390270233156 1.3070364774976457 2.3364105673397288 1.6845002242497034 0.31440496444702148 -0.042588439906409023 -0.33710745884821969 2.5617481079101561 0.71467743613503198 -0.12813785245341641 1.1146356286673711 -0.073768690360483002 0.43259716137035475 0.17462341189384462 0.39962616817156471 -0.62149499130249031 0.38006431674957275 0.29113911005166865 -0.046072827798348891 0.47783520471482049 0.0010777463411030016 -0.17746688234601604 0.30693162937959034 0.011876669724782308 -0.12157630638315761 -0.0076588020324707034 -0.096167255372836671 -0.18195027576022679 -0.23493391377585277 -0.087168325862369028 0.19837152943466649 leaf_weight=287 61 30 20 33 44 48 20 603 38 21 34 21 20 109 26 20 22 31 29 2289 37 32 30 20 20 26 27 21 38 4402 24 24 232 20 87 225 28 111 66 leaf_count=287 61 30 20 33 44 48 20 603 38 21 34 21 20 109 26 20 22 31 29 2289 37 32 30 20 20 26 27 21 38 4402 24 24 232 20 87 225 28 111 66 internal_value=0 0.710091 0.614143 0.547442 1.54186 0.434614 0.980069 0.338003 -0.107443 0.343779 1.32306 0.445804 1.39296 -0.125491 0.530692 1.91909 -0.0691701 0.0846681 0.300541 -0.0395352 -0.0517731 -0.0595469 -0.0676446 -0.117286 0.816381 -0.0377212 0.119352 0.294764 -0.166823 -0.168375 0.060968 0.159404 -0.121488 -0.174757 -0.175891 -0.148061 -0.178821 -0.0622514 0.179435 internal_weight=0 1208 1178 1158 118 1040 85 938 8068 308 102 65 61 7760 629 41 309 247 115 2536 2409 2372 2319 132 68 112 53 53 5224 5186 86 48 677 4509 4489 457 59 220 127 internal_count=9276 1208 1178 1158 118 1040 85 938 8068 308 102 65 61 7760 629 41 309 247 115 2536 2409 2372 2319 132 68 112 53 53 5224 5186 86 48 677 4509 4489 457 59 220 127 cat_boundaries=0 1 2 5 6 8 11 12 cat_threshold=532864 3216 329252864 3307536611 201327120 335 16777216 2147483649 20480 307234816 165892 2145 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=41 num_cat=10 split_feature=25 0 3 0 13 13 24 1 24 20 10 0 24 0 1 25 25 3 18 10 1 10 24 25 25 0 0 6 25 3 0 0 0 0 1 0 0 6 11 10 split_gain=4.70812e+06 2.46593e+06 1.17013e+06 969522 683036 1.52805e+06 590714 998231 590386 653122 413247 385396 342514 316815 287468 263257 248057 331653 177824 168968 162631 81116.7 57280.8 76281 68819.6 53373 138679 18508.6 14715.5 15140.9 10704.7 6185.96 9175 5017.02 3861.64 3859.65 10157.4 2761.33 1032.26 589.378 threshold=0 417.90600000000001 66.112500000000011 143.49000000000004 174.37500000000003 575.22000000000014 1 68.280000000000015 2 30.086500000000004 67.800000000000011 391.73750000000007 3 1052.6300000000003 47.808000000000007 4 5 451.12500000000006 355.67500000000007 13.037000000000001 383.62912500000004 331.12500000000006 6 7 8 398.62500000000006 303.97500000000008 1.57605 9 172.12500000000003 218.97000000000003 242.38250000000002 189.57450000000003 583.76964000000009 68.280000000000015 35.294070000000012 88.15000000000002 104.12500000000001 35.946570000000001 47.808000000000007 decision_type=9 2 2 2 2 2 1 2 1 2 2 2 1 2 2 9 9 2 2 2 2 2 1 9 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 13 15 8 -6 7 11 10 16 12 30 -1 14 -3 18 17 -10 21 -7 -14 22 24 -24 -2 26 31 -18 29 35 -5 32 -8 -27 38 37 -37 -17 39 -30 right_child=3 2 -4 6 5 19 25 -9 9 -11 -12 -13 20 -15 -16 28 27 -19 -20 -21 -22 -23 23 -25 -26 33 -28 -29 34 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 leaf_value=-0.0038272459379264283 0.18886449524850554 1.0968405624915814 3.4350055493331615 -0.0035765546560287478 3.4097279357910155 -0.39384301049368725 -0.060782897313435877 2.8946078491210936 0.15809213712741513 1.9284638422131539 1.6392354284750448 1.7759969234466553 0.63474737644195556 0.42827025577939792 2.6331220862978979 -0.14803780791113011 -0.18420957045121625 1.3662893986701965 0.89062400197982783 0.89046406149864199 1.4291138253893172 0.42992430462556724 -0.013865068728529563 -0.14434689808789286 -0.035806920944505438 -0.329634718687638 0.91562151227678568 -0.49941351027715775 -0.18816587879285654 0.12953257083892822 0.27773171147992537 -0.13016758600870768 0.19091369833265032 -0.11307476997375489 -0.060650645792484283 0.064874206411427465 -0.20215008940015519 -0.23540481258083035 -0.12269615332285563 -0.24133376076107932 leaf_weight=102 155 29 36 24 24 21 30 25 426 20 37 20 324 29 21 1625 165 24 20 20 28 34 752 1139 775 23 21 21 2909 20 31 24 28 20 24 29 28 37 24 21 leaf_count=102 155 29 36 24 24 21 30 25 426 20 37 20 324 29 21 1625 165 24 20 20 28 34 752 1139 775 23 21 21 2909 20 31 24 28 20 24 29 28 37 24 21 internal_value=0 0.537231 1.94073 -0.104746 0.408493 1.40572 0.512976 1.05826 0.35198 0.146885 0.610572 0.58725 0.540187 1.25979 1.74208 -0.1249 0.0931697 0.217692 -0.0488512 0.232648 0.678656 -0.0556035 -0.0614554 -0.0928037 0.00324916 0.0627117 0.190545 -0.208583 -0.170785 -0.143202 0.154979 0.00485457 0.0607258 -0.228909 -0.18636 -0.147208 -0.0662956 -0.149983 -0.188012 -0.188547 internal_weight=0 1327 115 7838 1212 65 246 100 1147 656 491 75 454 79 50 7592 636 450 2875 41 352 2855 2821 1891 930 146 103 186 4717 1739 55 82 58 43 2978 1719 57 1662 2954 2930 internal_count=9165 1327 115 7838 1212 65 246 100 1147 656 491 75 454 79 50 7592 636 450 2875 41 352 2855 2821 1891 930 146 103 186 4717 1739 55 82 58 43 2978 1719 57 1662 2954 2930 cat_boundaries=0 2 3 4 5 8 10 11 14 16 19 cat_threshold=532736 16777217 1129 91 2 127991808 2657419490 201329168 256 16777216 3144 75497472 2282029218 2560 25165824 201326592 2954252320 1083316480 51139821 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=39 num_cat=7 split_feature=25 4 0 4 0 2 20 24 14 0 2 0 2 25 0 2 1 18 25 1 0 25 24 12 0 0 25 0 0 0 1 0 0 6 2 0 0 2 split_gain=4.61442e+06 3.5291e+06 1.72237e+06 1.15284e+06 950229 648681 619001 615611 498546 437292 365800 326395 297761 258018 198000 191742 182437 177054 138596 118992 96042.7 45041.5 53028.6 41715 33115.8 26946.8 14186.6 7889.71 21181 4333.26 3795.61 3539.81 9955.27 3128.79 3047.86 616.485 2121.16 388.592 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 98.25500000000001 95.75500000000001 1 298.68750000000006 525.67500000000007 190.53000000000003 210.75000000000003 218.97000000000003 2 767.58750000000009 515.86500000000012 56.310000000000009 355.67500000000007 3 47.808000000000007 352.08500000000004 4 5 195.67000000000004 1144.97 561.34500000000014 6 232.70000000000002 172.12500000000003 282.37500000000006 68.280000000000015 35.294070000000012 88.15000000000002 104.12500000000001 144.56250000000003 31.499700000000004 52.300500000000007 63.870000000000005 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 9 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 13 16 7 10 11 -4 18 -9 -7 15 -11 17 20 21 -1 -12 27 23 -23 -2 -16 -22 31 28 -6 -29 35 33 -33 34 -15 37 -37 -28 right_child=4 -3 3 -5 5 12 -8 8 -10 14 19 -13 -14 26 24 -17 -18 -19 -20 -21 25 22 -24 -25 -26 -27 30 29 -30 -31 -32 32 -34 -35 -36 36 -38 -39 leaf_value=0.10868971446649033 -0.016261830047383526 4.7047479972839357 2.4241337889432906 3.6074760929743452 -0.19102870194808297 2.5293331089019775 2.106530299099977 0.44860448623958382 1.9382716735839844 -0.065555118379138758 0.50866704445136224 1.6390834132830301 0.82442309288751514 -0.14533376779456814 1.4003998928978332 0.86085851171742322 0.93565860911778043 0.88171776509284971 -0.24323512106585354 1.4616075706481935 0.29188758959089006 -0.036873311426808976 -0.14350096189863043 0.39001613763662485 0.85663818359374999 0.72693823814392089 -0.18661651849061295 -0.20543862955910819 0.19541282022321546 -0.020192276913186778 -0.060044134060541793 0.064225460743081983 -0.20012858935764857 -0.23428026786217324 -0.034087604522705081 -0.08093655047209368 -0.21162174012925888 -0.23085001182556153 leaf_weight=347 903 20 20 24 23 20 20 570 25 21 38 24 21 1654 21 23 35 20 153 20 35 961 942 26 24 24 2848 28 37 23 24 29 28 39 25 23 27 20 leaf_count=347 903 20 20 24 23 20 20 570 25 21 38 24 21 1654 21 23 35 20 153 20 35 961 942 26 24 24 2848 28 37 23 24 29 28 39 25 23 27 20 internal_value=0 0.531858 0.472073 1.66957 -0.103699 0.507846 0.362027 0.332384 0.546104 1.12876 0.0840078 0.496705 1.65609 -0.123651 0.736228 -0.0483628 0.278198 -0.0558649 -0.00169019 0.837267 0.142838 -0.0624862 -0.0901291 -0.0048392 1.11039 0.468857 -0.169078 -0.0304513 0.0472769 -0.121896 -0.18466 -0.14236 -0.0656327 -0.145734 -0.143677 -0.186318 -0.151507 -0.186925 internal_weight=0 1327 1307 110 7838 246 1197 1177 619 86 558 594 41 7592 66 2875 205 2852 500 58 170 2832 1903 929 45 59 4717 111 60 51 2942 1775 57 1718 1679 2918 50 2868 internal_count=9165 1327 1307 110 7838 246 1197 1177 619 86 558 594 41 7592 66 2875 205 2852 500 58 170 2832 1903 929 45 59 4717 111 60 51 2942 1775 57 1718 1679 2918 50 2868 cat_boundaries=0 2 3 6 8 11 12 15 cat_threshold=532736 16777217 3748 127991808 2657419490 201329168 256 16777216 8388608 2282029090 2560 3149 2954252832 1083316480 51139821 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=42 num_cat=6 split_feature=25 5 0 2 0 2 10 8 24 10 2 0 2 5 1 25 2 1 18 3 25 0 3 0 10 26 10 25 25 3 0 0 0 26 2 0 1 1 1 2 10 split_gain=4.52249e+06 2.92488e+06 2.0426e+06 1.52034e+06 931326 635772 512989 741980 614822 613000 521021 345006 291836 279687 271326 252856 187928 178806 173533 164472 134618 115849 112447 94131.4 88277.6 83223.7 80181.8 41640.1 16712.9 14246.1 7732.7 20759.5 4247.03 4151.36 5257.09 4042.92 3403.24 2705.86 2248.08 1037.26 941.076 threshold=0 1435.0600000000002 417.90600000000001 378.05000000000007 143.49000000000004 98.25500000000001 67.800000000000011 123.63250000000001 1 190.53000000000003 319.13250000000005 540.74500000000012 218.97000000000003 120.37500000000001 130.95600000000005 2 515.86500000000012 56.310000000000009 355.67500000000007 13.037000000000001 3 1052.6300000000003 120.37500000000001 352.08500000000004 655.50000000000011 2022.5000000000002 331.12500000000006 4 5 152.19250000000002 232.70000000000002 172.12500000000003 282.37500000000006 2022.5000000000002 93.325000000000017 8.4670000000000005 27.198000000000004 84.744000000000014 47.808000000000007 87.362500000000011 57.780000000000008 decision_type=9 2 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 11 15 17 8 9 13 -8 20 -4 -7 22 21 16 18 23 26 -12 -10 -13 -1 30 -11 -25 27 -2 29 33 31 -6 -32 35 -35 -17 39 38 -38 40 -30 right_child=4 -3 3 -5 5 12 7 -9 10 24 19 14 -14 -15 -16 28 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 -29 36 -31 32 -33 -34 34 -36 -37 37 -39 -40 -41 -42 leaf_value=0.74859097764783511 -0.0071775217359664198 4.3257588295936591 2.3040003046989441 4.0056170304616288 -0.18911841682765793 2.5040397291183472 1.8717033334753732 2.1278523908163369 0.12904551463414626 0.2002202649116516 0.59721883856731917 1.6866079330444337 0.81617887065524142 -0.44018224550330121 -0.16706234359741209 -0.1592472628299321 0.85224993332572607 0.92630199595860074 0.87290058922767644 1.8371607913970949 -0.17626838223369803 0.66551153182983402 0.038818333943684898 0.90216148223876957 -0.60044435864403134 0.14211532087887035 0.42817691687381626 -0.092326435543229085 -0.18057784031387089 0.13467149448394775 -0.20338423660823279 0.19345868819468731 -0.019990354620892069 -0.12249616867978409 0.018040945870535716 -0.014436060905456544 -0.12606485204263168 -0.21164035221804742 -0.00030942326500302269 -0.25319791316986084 -0.24937232303619386 leaf_weight=319 823 20 20 24 23 20 22 38 471 40 23 25 21 23 20 535 23 35 20 20 197 20 24 25 21 34 33 1976 3447 20 28 37 23 539 28 20 44 23 21 20 20 leaf_count=319 823 20 20 24 23 20 22 38 471 40 23 25 21 23 20 535 23 35 20 20 197 20 24 25 21 34 33 1976 3447 20 28 37 23 539 28 20 44 23 21 20 20 internal_value=0 0.52653 0.472421 1.78302 -0.102664 0.502767 0.353177 0.97054 0.283817 0.440686 0.105496 1.15546 1.63953 0.610659 0.802064 -0.122417 -0.0478855 0.275416 -0.0553125 1.17394 0.0382984 1.23279 0.698928 0.14141 -0.0754184 0.464169 -0.0618677 -0.0676453 -0.167387 -0.128744 -0.0301467 0.0468041 -0.120677 -0.134587 -0.115556 -0.154029 -0.179337 -0.118421 -0.0854362 -0.181389 -0.180975 internal_weight=0 1327 1307 109 7838 246 1198 121 1077 83 711 85 41 366 65 7592 2875 205 2852 43 668 45 343 170 61 59 2832 2799 4717 1142 111 60 51 1122 567 555 3575 88 65 3487 3467 internal_count=9165 1327 1307 109 7838 246 1198 121 1077 83 711 85 41 366 65 7592 2875 205 2852 43 668 45 343 170 61 59 2832 2799 4717 1142 111 60 51 1122 567 555 3575 88 65 3487 3467 cat_boundaries=0 2 3 6 8 11 14 cat_threshold=532736 16777217 89 127991808 2657419490 201329168 256 16777216 8388608 2147811362 2560 2147635232 9439232 34095244 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=40 num_cat=8 split_feature=25 4 0 4 0 20 24 24 14 0 0 0 0 25 0 18 7 13 8 8 0 0 25 24 0 24 0 25 0 0 0 6 19 6 4 4 8 8 12 split_gain=4.43246e+06 3.44035e+06 1.65128e+06 1.12644e+06 912797 605395 595272 576703 486858 421391 318884 288340 305307 247810 194070 167421 132074 178321 70781.4 70745.9 53709.8 133005 51901.9 53945.3 32024.1 23488.3 20564.5 16380.3 5435.9 8693.81 4816.6 2657.28 3022.66 2861.07 1697.95 3467.01 1339.51 408.246 353.951 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 95.75500000000001 1 2 298.68750000000006 525.67500000000007 210.75000000000003 441.67528000000004 232.70000000000002 3 767.58750000000009 355.67500000000007 806.46500000000003 175.23750000000004 226.95300000000003 336.94125000000003 398.62500000000006 303.97500000000008 4 5 1144.97 6 324.54200000000009 7 242.38250000000002 189.57450000000003 583.76964000000009 104.12500000000001 0.6775000000000001 48.761500000000005 35.001570000000008 87.162500000000009 453.00000000000006 41.639500000000005 8.7520000000000007 decision_type=9 2 2 2 2 2 1 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 1 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 9 13 6 16 11 10 -4 -8 12 -6 15 -11 18 17 -1 22 -20 21 28 25 -24 -16 -2 -14 31 29 -9 -22 32 33 -15 37 -36 -21 38 -29 right_child=4 -3 3 -5 7 -7 8 20 -10 14 -12 -13 26 27 24 -17 -18 -19 19 36 30 -23 23 -25 -26 -27 -28 34 -30 -31 -32 -33 -34 -35 35 -37 -38 -39 -40 leaf_value=0.076756827408827624 0.051309927185892543 4.641313093185425 2.3717476060390474 3.5503118189175922 1.504987053626623 2.0796768071651459 0.43885560716244215 -0.066039846420288081 1.9109679870605469 -0.078972008114769343 1.6155575505892434 2.2140133914947508 0.48763135864621121 -0.13086692900831617 1.370435923621768 0.86417158675193795 -0.67696724891662596 1.0168482226417179 0.66027675628662108 -0.03824200709660848 -0.33775177499522335 0.89180540720621748 -0.026405326698931697 -0.1362484482853249 0.83571234703063968 -0.049802939667482608 0.039581456661224361 -0.17818595194532613 -0.12670681397120157 0.17896765436444961 -0.12556135749816894 -0.22478882925851004 -0.017437522888183593 -0.010148189067840577 -0.066735827828708447 -0.22025981465975444 0.071119253067743207 -0.21343949261833639 -0.20210641860961914 leaf_weight=515 452 20 20 24 39 20 570 30 25 21 24 20 21 1069 21 20 22 21 27 24 23 21 773 1111 24 447 20 3416 24 28 20 28 25 20 38 24 21 34 63 leaf_count=515 452 20 20 24 39 20 570 30 25 21 24 20 21 1069 21 20 22 21 27 24 23 21 773 1111 24 447 20 3416 24 28 20 28 25 20 38 24 21 34 63 internal_value=0 0.521261 0.462203 1.63473 -0.101638 0.354452 0.325136 0.49774 0.535287 1.10015 0.486399 1.03642 0.87158 -0.121194 0.714816 -0.0474101 0.0809688 0.113589 -0.053962 0.2556 0.0540855 0.181717 -0.0619708 -0.0915575 1.08525 0.00103987 0.26907 -0.165713 -0.000134934 0.0522396 -0.239059 -0.127456 -0.126154 -0.12865 -0.177544 -0.126164 0.0127932 -0.178956 -0.178619 internal_weight=0 1327 1307 110 7838 1197 1177 246 619 86 594 100 80 7592 66 2875 558 536 2855 72 146 103 2783 1884 45 899 41 4717 82 58 43 1142 1114 1089 3575 62 45 3513 3479 internal_count=9165 1327 1307 110 7838 1197 1177 246 619 86 594 100 80 7592 66 2875 558 536 2855 72 146 103 2783 1884 45 899 41 4717 82 58 43 1142 1114 1089 3575 62 45 3513 3479 cat_boundaries=0 2 3 4 7 10 11 12 15 cat_threshold=532736 16777217 3748 1129 127991808 2657419490 201329168 8388608 2282029090 2560 3148 1874 2147635232 9439232 34095244 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=37 num_cat=5 split_feature=25 4 0 4 0 2 20 24 14 0 2 0 2 25 0 2 18 24 10 0 0 0 0 0 4 25 0 0 0 6 19 2 4 4 2 2 split_gain=4.34428e+06 3.37188e+06 1.61842e+06 1.10402e+06 894638 621393 593348 583426 477170 413005 349258 312538 286444 242855 190208 184133 166724 135200 78452.9 66356.5 248955 40267.5 32390.1 31386.8 24504.7 16054.4 13564.3 12962.6 10561.9 2604.4 2962.51 3123.93 1664.16 3398.02 1009.37 1419.17 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 98.25500000000001 95.75500000000001 1 298.68750000000006 525.67500000000007 190.53000000000003 210.75000000000003 218.97000000000003 2 767.58750000000009 515.86500000000012 355.67500000000007 3 331.12500000000006 216.15000000000003 242.38250000000002 28.484500000000004 352.08500000000004 1144.97 47.808000000000007 4 274.72500000000008 690.66750000000013 173.94850000000002 104.12500000000001 0.6775000000000001 127.72750000000002 35.001570000000008 87.162500000000009 85.544000000000025 33.63000000000001 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 13 19 7 10 11 -4 17 -9 -7 15 -11 16 18 -1 21 28 -21 -2 26 -16 -12 29 -22 -24 -6 30 31 -15 34 -34 35 -27 right_child=4 -3 3 -5 5 12 -8 8 -10 14 24 -13 -14 25 23 -17 -18 -19 -20 20 22 -23 27 -25 -26 32 -28 -29 -30 -31 -32 -33 33 -35 -36 -37 leaf_value=-0.23383290608723958 -0.072280225658185662 4.594900172233582 2.3480301594734194 3.5148087255160014 0.12134148048632072 2.4730837039351461 2.0588800590038301 0.43446704699700339 1.8918583297729492 -0.078182296752929689 0.98278022808688026 1.5994019818305969 0.80088677656082885 -0.1299059119112615 1.3567315601167225 0.84405839339546529 0.85552989006042479 0.10939493492202979 0.42401581388531312 1.3657353253798052 0.2077130226861863 0.1795585641860962 0.26133785362243656 0.82735524813334149 0.5625948789845342 -0.17746414433290889 -0.12600112816383099 0.56256603336334232 -0.13791178925832112 -0.22254093851361956 -0.017263147735595702 -0.014538255532582601 -0.066068469976124006 -0.21805721819400789 -0.24800521850585938 -0.11898255654743739 leaf_weight=161 2734 20 20 24 33 20 20 570 25 21 35 24 21 1065 21 23 20 339 33 22 21 65 50 24 23 3451 29 20 30 28 25 24 38 24 20 42 leaf_count=161 2734 20 20 24 33 20 20 570 25 21 35 24 21 1065 21 23 20 339 33 22 21 65 50 24 23 3451 29 20 30 28 25 24 38 24 20 42 internal_value=0 0.516048 0.457581 1.61838 -0.100624 0.492762 0.350908 0.321885 0.529934 1.08915 0.0801591 0.481535 1.61659 -0.119984 0.707668 -0.0469415 -0.0542916 -0.00361319 -0.0607169 0.267996 0.387833 -0.0664319 0.208551 1.0744 0.816155 -0.164056 0.0141588 0.347403 -0.00211246 -0.126182 -0.124893 -0.127363 -0.175769 -0.124903 -0.177167 -0.176761 internal_weight=0 1327 1307 110 7838 246 1197 1177 619 86 558 594 41 7592 66 2875 2852 500 2832 205 142 2799 120 45 58 4717 50 70 63 1142 1114 1089 3575 62 3513 3493 internal_count=9165 1327 1307 110 7838 246 1197 1177 619 86 558 594 41 7592 66 2875 2852 500 2832 205 142 2799 120 45 58 4717 50 70 63 1142 1114 1089 3575 62 3513 3493 cat_boundaries=0 2 3 6 7 10 cat_threshold=532736 16777217 3748 127991808 2657419490 201329168 2176 2147635232 9439232 34095244 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=33 num_cat=6 split_feature=0 2 25 4 24 0 4 0 3 7 3 24 25 0 0 11 5 26 2 12 2 11 25 26 0 26 5 24 3 3 26 26 split_gain=5.75834e+06 3.59e+06 3.49343e+06 1.64206e+06 800793 1.15951e+06 627394 582730 591743 365627 478258 337854 333487 323115 312501 280400 248667 240637 164508 122114 85874.1 65567.9 42019 31639.5 24456.5 14823.6 10011.1 9424.57 10867.3 4031.3 3053.18 1243.42 threshold=960.86250000000007 98.25500000000001 0 1265.0725000000002 1 352.08500000000004 457.74500000000006 96.632500000000022 65.050000000000011 44.590000000000011 38.368750000000013 2 3 1265.0725000000002 223.66250000000002 503.46500000000009 39.441250000000004 2022.5000000000002 557.67000000000019 273.48534000000006 497.97750000000002 360.14500000000004 4 2022.5000000000002 223.66250000000002 2022.5000000000002 103.13625000000002 5 177.05000000000004 133.08750000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 1 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 left_child=2 13 3 4 5 15 9 12 11 20 -11 14 18 -2 23 16 -1 -16 19 21 -6 -4 27 -9 25 -13 29 31 -29 -24 -26 -14 right_child=1 -3 7 -5 6 -7 -8 8 -10 10 -12 24 22 -15 17 -17 -18 -19 -20 -21 -22 -23 26 -25 30 -27 -28 28 -30 -31 -32 -33 leaf_value=0.728564737125447 2.3629809494018552 6.4822672348022454 -0.034869151396547136 3.1958082892677999 -0.063519768631735515 2.5031527042388917 1.3953173581147806 0.36943435668945312 1.5271541770084485 0.23884124040603638 2.0084323955717545 0.10049570496877035 -0.074839486002922062 0.67232199962322525 1.8956039747984514 -0.45734723726908366 0.048723655059689383 0.57887266867501397 0.84748053117231892 0.58278664097641453 0.41545810652942194 0.52643769309634247 -0.17409379693945273 -0.09203988784398788 -0.26676336473034279 -0.20048336664835614 -0.39922870635986329 -0.12814796009140195 0.086590368747711186 -0.31646127033233645 -0.40496994307546907 -0.033630329361668342 leaf_weight=456 20 20 2311 22 430 34 39 24 37 56 21 30 160 26 23 24 61 35 22 33 41 21 3599 39 31 36 20 1306 24 20 33 135 leaf_count=456 20 20 2311 22 430 34 39 24 37 56 21 30 160 26 23 24 61 35 22 33 41 21 3599 39 31 36 20 1306 24 20 33 135 internal_value=0 2.94523 -0.0192036 0.485198 0.438054 0.699707 0.166985 -0.0949202 0.346544 0.082614 0.721457 0.17251 -0.111662 1.40739 0.527758 0.5993 0.648351 1.10102 -0.0132044 -0.0212666 -0.0218253 -0.0298145 -0.155987 0.0837598 -0.184544 -0.0636747 -0.175631 -0.111191 -0.123346 -0.174881 -0.338026 -0.0541456 internal_weight=0 66 9123 1184 1162 575 587 7939 288 548 77 251 7651 46 121 541 517 58 2387 2365 471 2332 5264 63 130 66 3639 1625 1330 3619 64 295 internal_count=9189 66 9123 1184 1162 575 587 7939 288 548 77 251 7651 46 121 541 517 58 2387 2365 471 2332 5264 63 130 66 3639 1625 1330 3619 64 295 cat_boundaries=0 2 3 4 7 10 11 cat_threshold=524544 16777217 1118 1055 295698560 3691053218 134218256 2248216576 45353024 110018564 3 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=27 num_cat=4 split_feature=0 2 1 0 26 1 24 13 0 1 1 0 18 4 2 2 2 24 1 1 26 0 24 13 24 0 split_gain=5.64375e+06 3.51856e+06 1.98905e+06 1.62118e+06 911254 1.46868e+06 876430 823219 635014 517125 335471 316685 308671 300591 246017 213331 207298 189190 157889 265332 136534 209124 127294 113922 50062.6 36712.7 threshold=960.86250000000007 98.25500000000001 47.808000000000007 129.39000000000001 2022.5000000000002 485.55000000000001 0 548.95500000000004 284.92500000000007 383.62912500000004 422.52500000000009 1265.0725000000002 362.77500000000003 460.42500000000007 57.050000000000004 164.55774000000002 115.57500000000002 1 98.63000000000001 186.78750000000002 2022.5000000000002 462.80000000000007 2 101.09997000000003 3 346.12500000000006 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 left_child=2 11 7 6 5 -5 9 8 12 18 14 -2 15 23 -6 22 20 -17 -4 -20 21 -10 -1 24 -8 -22 right_child=1 -3 3 4 10 -7 13 -9 16 -11 -12 -13 -14 -15 -16 17 -18 -19 19 -21 25 -23 -24 -25 -26 -27 leaf_value=-0.017734127483576879 2.3393511772155762 6.4174445648193368 0.028215411145772255 1.2166752108405618 2.0897336483001707 4.5326178082552824 -0.0029284516308042742 1.519504373073578 1.4656348202778742 2.1638409887949628 -0.26337059020996095 0.66559878862821142 0.90642167389392858 1.1669855690002442 0.57324884746385663 0.50338385638544114 1.5610063540935517 -0.085781181699463305 1.5662455778410942 0.32484657075670031 0.47228925991058346 0.22016606671469555 -0.10874510602103417 0.62907504081726073 -0.27416250559844468 -0.054681593577067061 leaf_weight=2078 20 20 28 34 20 22 134 33 26 30 21 26 32 20 23 108 20 102 33 36 20 28 6074 20 142 39 leaf_count=2078 20 20 28 34 20 22 134 33 26 30 21 26 32 20 23 108 20 102 33 36 20 28 6074 20 142 39 internal_value=0 2.91578 -0.0190116 0.556742 1.58778 2.51937 0.277455 -0.0568795 -0.0629802 0.942232 0.772635 1.39332 -0.0738428 -0.0189362 1.27859 -0.0775941 0.62259 0.237104 0.661553 0.918559 0.456499 0.819836 -0.0857009 -0.0997057 -0.152516 0.123953 internal_weight=0 66 9123 563 120 56 443 8560 8527 127 64 46 8394 316 43 8362 133 210 97 69 113 54 8152 296 276 59 internal_count=9189 66 9123 563 120 56 443 8560 8527 127 64 46 8394 316 43 8362 133 210 97 69 113 54 8152 296 276 59 cat_boundaries=0 1 2 3 4 cat_threshold=2577 2648 70 1164 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=34 num_cat=8 split_feature=0 2 25 4 24 0 10 11 4 0 25 0 7 6 25 0 0 0 2 12 2 24 0 25 0 24 5 0 0 2 0 0 24 split_gain=5.53144e+06 3.44854e+06 3.39647e+06 1.60323e+06 785586 1.12774e+06 820495 853227 607078 559719 543521 439890 357283 441153 326181 310383 164259 363413 160265 112569 82273.2 58026.4 47618 37598.1 20158.1 12236 9813.08 7678.68 11060.1 4770.26 3283.08 2659.88 765.272 threshold=960.86250000000007 98.25500000000001 0 1265.0725000000002 1 352.08500000000004 67.800000000000011 21.380000000000003 457.74500000000006 96.632500000000022 2 13.003400000000001 44.590000000000011 52.910000000000004 3 1265.0725000000002 232.70000000000002 143.49000000000004 557.67000000000019 417.90600000000001 497.97750000000002 4 352.08500000000004 5 375.58250000000004 6 103.13625000000002 290.03125000000006 172.12500000000003 177.05000000000004 509.79100000000005 27.463980000000003 7 decision_type=2 2 9 2 1 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 1 2 9 2 1 2 2 2 2 2 2 1 left_child=2 15 3 4 5 6 11 -8 12 14 16 -1 20 -14 18 -2 17 -11 19 21 -6 -4 -18 25 27 32 31 28 -12 -27 -26 -25 -16 right_child=1 -3 9 -5 8 -7 7 -9 -10 10 24 -13 13 -15 23 -17 22 -19 -20 -21 -22 -23 -24 26 30 29 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.36860300360491915 2.3159576339721677 6.3532700729370122 -0.086232074565095865 3.1568980927900832 -0.063515100919923115 2.4696591629701503 3.067211062357976 0.42310002783070438 1.3718112211961013 0.51560439109802247 -0.12230239422090593 1.3582005250930786 1.4400286250114442 -0.07495834041286159 -0.024619292892865685 0.65894281460688664 0.27411932627360031 2.1720200927169233 0.8350486911426892 0.72483857822418218 0.40531279726726255 0.012944199067823004 0.90903267996651793 -0.17351640738723245 0.28303395843505863 -0.12300263169276188 -0.39442200565338137 -0.2273132985052855 0.067355454300270706 -0.26251676940917967 0.10401117597307477 -0.11169993810250725 -0.064294715127637306 leaf_weight=442 20 20 1002 22 430 34 26 23 39 26 62 50 40 37 139 26 27 27 22 20 41 1414 21 3548 20 1245 20 23 61 25 21 71 145 leaf_count=442 20 20 1002 22 430 34 26 23 39 26 62 50 40 37 139 26 27 27 22 20 41 1414 21 3548 20 1245 20 23 61 25 21 71 145 internal_value=0 2.88662 -0.0188213 0.478531 0.43194 0.691077 0.592073 1.8261 0.163542 -0.0934801 0.33918 0.469172 0.0805365 0.712048 -0.109889 1.37938 0.887758 1.35944 -0.0145731 -0.0223061 -0.0227042 -0.028491 0.551894 -0.154678 -0.00435207 -0.110828 -0.173049 -0.0596046 -0.0282444 -0.124767 0.191339 -0.172304 -0.046374 internal_weight=0 66 9123 1184 1162 575 541 49 587 7939 288 492 548 77 7651 46 101 53 2458 2436 471 2416 48 5193 187 1554 3639 146 123 1270 41 3619 284 internal_count=9189 66 9123 1184 1162 575 541 49 587 7939 288 492 548 77 7651 46 101 53 2458 2436 471 2416 48 5193 187 1554 3639 146 123 1270 41 3619 284 cat_boundaries=0 2 3 6 9 10 13 14 15 cat_threshold=524544 16777217 1118 2155872256 0 134217744 329252992 3691053218 134218256 425 2214662144 45353024 110018564 3 2 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=34 num_cat=7 split_feature=0 2 25 4 24 0 10 11 4 1 0 0 0 7 3 25 0 1 2 6 0 2 1 24 25 2 6 25 24 0 0 2 7 split_gain=5.42137e+06 3.37992e+06 3.32891e+06 1.57133e+06 769953 1.1053e+06 804168 836248 594997 557074 993081 448559 431136 350173 467509 314437 304207 221604 213477 110545 84241.3 80635.9 67501.5 38544.5 29937.2 27691.9 17751.4 17416.1 16025.5 20216.9 7539.88 5620.77 2614.04 threshold=960.86250000000007 98.25500000000001 0 1265.0725000000002 1 352.08500000000004 67.800000000000011 21.380000000000003 457.74500000000006 65.050000000000011 96.632500000000022 282.37500000000006 13.003400000000001 44.590000000000011 38.368750000000013 2 1265.0725000000002 100.46247000000001 557.67000000000019 256.61250000000007 330.61600000000004 497.97750000000002 84.744000000000014 3 4 27.463980000000003 379.49000000000007 5 6 33.705000000000005 133.08750000000001 37.975000000000009 33.63000000000001 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 9 1 2 2 2 2 left_child=2 16 3 4 5 6 12 -8 13 15 17 -12 -1 21 -15 18 -2 22 19 20 -4 -6 -11 31 28 -25 -21 -26 29 -17 -30 -19 -29 right_child=1 -3 9 -5 8 -7 7 -9 -10 10 11 -13 -14 14 -16 24 -18 23 -20 26 -22 -23 -24 25 27 -27 -28 32 30 -31 -32 -33 -34 leaf_value=0.36491697187607103 2.2927980690002445 6.2897373657226563 -0.050010650617408468 3.1253289482810285 -0.062879945214404626 2.444962580624749 3.0365389743218056 0.4188690374208533 1.3580931140214969 0.35381932011357059 2.1643896267865155 0.30559482574462893 1.3446185169219971 0.22776602234159196 1.9773577944437661 -0.071971998581519495 0.65235338577857394 -0.17899373011386144 1.0034178635478019 0.55339428932436052 0.38155213874319321 0.40125967072277535 1.1203130636215211 -0.011945130911218113 -0.29907253869822326 0.39454004469371984 0.21497903700797788 -0.16956183957720666 -0.13393097545881114 0.24052602247758345 -0.3179950680940048 -0.36361058616638181 -0.096744328784942643 leaf_weight=442 20 20 2706 22 430 34 26 23 39 27 37 20 50 56 21 351 26 94 20 31 46 41 20 83 132 21 31 3518 687 22 23 20 50 leaf_count=442 20 20 2706 22 430 34 26 23 39 27 37 20 50 56 21 351 26 94 20 31 46 41 20 83 132 21 31 3518 687 22 23 20 50 internal_value=0 2.85776 -0.0186349 0.473746 0.427621 0.684166 0.586152 1.80784 0.161907 -0.0925473 0.314751 1.51218 0.46448 0.0797312 0.704927 -0.109887 1.36559 0.0571912 -0.0259808 -0.0333894 -0.042797 -0.0224771 0.679987 -0.0770813 -0.159215 0.0639815 0.384187 -0.173537 -0.109145 -0.0521426 -0.137951 -0.194336 -0.16807 internal_weight=0 66 9123 1184 1162 575 541 49 587 7939 322 57 492 548 77 7617 46 265 2834 2814 2752 471 47 218 4783 104 62 3700 1083 373 710 114 3568 internal_count=9189 66 9123 1184 1162 575 541 49 587 7939 322 57 492 548 77 7617 46 265 2834 2814 2752 471 47 218 4783 104 62 3700 1083 373 710 114 3568 cat_boundaries=0 2 3 6 7 10 11 12 cat_threshold=524544 16777217 1118 2543849472 3691315234 142606868 1476 65536 36702272 101632000 8320 1601 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=23 num_cat=0 split_feature=0 2 1 0 26 1 13 10 10 0 3 1 0 7 2 2 10 0 1 1 1 2 split_gain=5.3135e+06 3.31266e+06 1.89036e+06 1.54693e+06 890402 1.43245e+06 796605 800663 731156 607627 501247 330618 298153 261343 238523 223086 165274 110439 84457.9 160445 78251.6 75576.6 threshold=960.86250000000007 98.25500000000001 47.808000000000007 129.39000000000001 2022.5000000000002 485.55000000000001 548.95500000000004 829.78125000000011 172.12500000000003 284.92500000000007 66.112500000000011 422.52500000000009 1265.0725000000002 206.59500000000003 57.050000000000004 164.55774000000002 96.07050000000001 458.28125000000006 577.68750000000011 866.75000000000011 100.46247000000001 179.01000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 6 8 5 -5 7 9 13 15 17 14 -2 18 -6 16 -1 -11 20 -20 -4 -17 right_child=1 -3 3 4 11 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 21 -18 -19 19 -21 -22 -23 leaf_value=-0.091498503766188954 2.2698700599670412 6.2268401031494136 0.30702870716899633 1.1843302659427419 2.045198034286499 4.4591162057356399 1.4953247785568238 1.9371108169555664 1.6360162830352785 0.61910777351835322 1.9143280750513076 -0.28426263718377975 0.64582981989933896 1.2638715696334839 0.55198945667432708 0.82858778476715089 0.22635927971251713 -0.021437461329441444 1.1411651756649925 0.0014989986419677735 -0.051275058174505832 0.1826422918836276 leaf_weight=7996 20 20 80 34 20 22 33 20 36 57 24 21 26 20 23 20 167 51 21 30 256 192 leaf_count=7996 20 20 80 34 20 22 33 20 36 57 24 21 26 20 23 20 167 51 21 30 256 192 internal_value=0 2.82918 -0.0184518 0.542837 1.54998 2.47085 -0.0553684 -0.0613697 0.270021 -0.0660681 0.607119 0.744222 1.35193 0.149196 1.24651 -0.0766783 -0.0849957 0.316628 0.09159 0.470773 0.0340354 0.243581 internal_weight=0 66 9123 563 120 56 8560 8527 443 8507 132 64 46 407 43 8375 8163 108 387 51 336 212 internal_count=9189 66 9123 563 120 56 8560 8527 443 8507 132 64 46 407 43 8375 8163 108 387 51 336 212 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=27 num_cat=6 split_feature=0 25 5 1 10 1 19 25 0 1 4 24 0 0 1 0 8 25 25 7 8 24 0 0 5 5 split_gain=6.66882e+06 3.91064e+06 2.14927e+06 1.22197e+06 1.0914e+06 996285 958037 582585 609514 624841 559977 501454 1.2441e+06 403814 305214 223575 165474 107167 105692 95948.3 87584.5 51813.5 111326 26094.8 9964.98 8373.69 threshold=1205.5225000000003 0 1089.1825000000001 259.87500000000006 595.50000000000011 195.15000000000003 366.90000000000003 1 66.112500000000011 453.00000000000006 174.37500000000003 2 240.75000000000003 116.57500000000002 660.10000000000002 108.50550000000001 226.95300000000003 3 4 141.99000000000004 438.33250000000004 5 190.42000000000004 210.75000000000003 149.40000000000001 33.487500000000004 decision_type=2 9 2 2 2 2 2 9 2 2 2 1 2 2 2 2 2 9 9 2 2 1 2 2 2 2 left_child=1 2 3 4 11 -2 7 8 16 15 13 12 -1 14 -5 -10 17 -3 21 -18 -13 22 -9 -23 25 -20 right_child=5 6 -4 10 -6 -7 -8 18 9 -11 -12 20 -14 -15 -16 -17 19 -19 24 -21 -22 23 -24 -25 -26 -27 leaf_value=0.52049432964854769 2.4529822639797043 0.14774261283311874 3.7912126231193541 1.3232720415932793 2.7143577699661257 5.4656043888273693 2.0544901502700079 -0.045241360773935035 1.3347310413013804 2.2167011642456056 2.6682910799980166 0.117220393298481 3.1230783910751341 2.2859916267395017 -0.21353553771972655 0.25703562486287834 0.22301888068517048 -0.047875234149350264 -0.16743680529821556 1.0085496727490555 0.7632877713983709 -0.12088246030130781 0.61688388457665078 -0.4477338638305664 -0.38929918670654295 -0.052965603241553673 leaf_weight=225 23 329 21 28 20 21 21 1088 22 21 32 454 20 20 24 154 48 1604 3788 23 22 1064 26 25 20 65 leaf_count=225 23 329 21 28 20 21 21 1088 22 21 32 454 20 20 24 154 48 1604 3788 23 22 1064 26 25 20 65 internal_value=0 -0.0116324 0.623879 0.552547 0.410081 3.89082 -0.078613 -0.08412 0.0552754 0.586286 1.56761 0.346163 0.704207 1.07842 0.613976 0.391748 0.00335113 -0.0140641 -0.134485 0.477487 0.144054 -0.0781726 -0.0295228 -0.127218 -0.166232 -0.165506 internal_weight=0 9164 866 845 741 44 8298 8277 2201 197 104 721 245 72 52 176 2004 1933 6076 71 476 2203 1114 1089 3873 3853 internal_count=9208 9164 866 845 741 44 8298 8277 2201 197 104 721 245 72 52 176 2004 1933 6076 71 476 2203 1114 1089 3873 3853 cat_boundaries=0 1 4 5 7 10 11 cat_threshold=256 25690240 2349137953 134219792 2118 16777344 2214592513 2485194752 1361051842 109609472 1559 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=30 num_cat=6 split_feature=0 25 5 19 10 0 25 0 8 0 0 3 0 24 26 0 8 11 0 24 25 7 4 24 0 0 0 5 5 split_gain=6.5361e+06 3.83281e+06 2.1065e+06 938970 893365 595010 571019 597374 471476 418696 952175 414396 418463 277024 276302 225010 162177 160546 136975 105810 103589 94038.9 65259.7 50782.4 109111 25575.5 15249 9766.68 8207.05 threshold=1205.5225000000003 0 1089.1825000000001 366.90000000000003 67.800000000000011 1587.2775000000001 1 66.112500000000011 123.63250000000001 210.75000000000003 462.80000000000007 65.050000000000011 223.66250000000002 2 2022.5000000000002 328.74048000000005 226.95300000000003 13.037000000000001 290.03125000000006 3 4 141.99000000000004 42.190000000000005 5 190.42000000000004 210.75000000000003 690.66750000000013 149.40000000000001 33.487500000000004 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 1 9 2 2 1 2 2 2 2 2 left_child=1 2 4 6 9 -2 7 16 17 13 15 18 -13 22 -15 -11 19 -6 -9 -3 23 -18 -1 24 -8 -25 -12 28 -22 right_child=5 3 -4 -5 8 -7 20 11 -10 10 26 12 -14 14 -16 -17 21 -19 -20 -21 27 -23 -24 25 -26 -27 -28 -29 -30 leaf_value=-0.28622705704126605 5.0689153344290601 0.090819311440451619 3.7533005220549449 2.0339451808021183 1.3780548251999749 2.7407435425468112 -0.044788947311394357 0.57733879782936792 2.521499506632487 2.9537305979728701 -0.10137836756913558 2.4496972241855803 0.55176399671114407 0.63106446551113593 0.18720072008760608 1.4716626489730109 0.22078868826230366 0.2778441834449768 -0.036322715119008094 -0.065592748101966122 -0.16576243804911311 0.99846418582874796 0.33045852487737487 -0.1196736359450602 0.61071506867041958 -0.44325652236938473 0.27133395240420388 -0.38540618324279785 -0.052435947931729836 leaf_weight=78 21 637 21 21 36 23 1088 88 30 20 23 21 26 328 245 21 48 21 62 1296 3788 23 22 1064 26 25 21 20 65 leaf_count=78 21 637 21 21 36 23 1088 88 30 20 23 21 26 328 245 21 48 21 62 1296 3788 23 22 1064 26 25 21 20 65 internal_value=0 -0.011515 0.61764 -0.0778257 0.547022 3.85192 -0.0832776 0.0547272 1.50678 0.436865 1.09819 0.580423 1.39978 0.35334 0.433711 2.19462 0.0033226 0.972714 0.323692 -0.0139183 -0.13314 0.472712 -0.136869 -0.0773908 -0.0292276 -0.125946 0.0765071 -0.16457 -0.163851 internal_weight=0 9164 866 8298 845 44 8277 2201 87 758 85 197 47 673 573 41 2004 57 150 1933 6076 71 100 2203 1114 1089 44 3873 3853 internal_count=9208 9164 866 8298 845 44 8277 2201 87 758 85 197 47 673 573 41 2004 57 150 1933 6076 71 100 2203 1114 1089 44 3873 3853 cat_boundaries=0 1 4 5 6 9 10 cat_threshold=256 25690240 2349137953 134219792 2176 538 2485194752 1361051842 109609472 1559 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=29 num_cat=7 split_feature=0 25 2 4 19 24 0 1 1 0 25 0 1 1 2 0 1 2 24 24 1 25 4 18 0 25 1 26 split_gain=6.40603e+06 3.75653e+06 3.38507e+06 2.03388e+06 920285 711542 1.62431e+06 632660 778587 568870 559735 548727 632278 515829 279137 229386 226409 200949 151864 132633 387950 91292.2 63272.6 52533.1 49299.1 5785.35 3647.2 2365.36 threshold=1205.5225000000003 0 50.217500000000008 540.74500000000012 366.90000000000003 1 210.75000000000003 100.46247000000001 736.8325000000001 53.520000000000003 2 66.112500000000011 453.00000000000006 50.217500000000008 497.97750000000002 108.50550000000001 20.000500000000006 20.000500000000006 3 4 98.63000000000001 5 231.15000000000003 173.80000000000004 352.08500000000004 6 68.280000000000015 2022.5000000000002 decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 1 2 9 2 2 2 9 2 2 left_child=1 3 -2 5 10 6 16 14 9 -9 11 19 15 -5 18 -13 17 -1 -7 20 -3 23 -21 24 -12 27 -27 -23 right_child=2 4 -4 13 -6 7 -8 8 -10 -11 21 12 -14 -15 -16 -17 -18 -19 -20 22 -22 25 -24 -25 -26 26 -28 -29 leaf_value=0.67535127431599662 1.2813777907689414 0.078901134415190352 6.8518205680847171 1.7481743363773123 2.0136057426815941 0.21811392626573337 3.0507342967391016 2.3337944450378418 -0.47344570086552545 0.51214383602142333 -0.095463584270159926 1.3130571634119208 2.1882046381632487 3.7721031141281127 1.0567054630148001 0.22400744668953121 -0.066253423690795898 1.6865961612354625 -0.15776915047226883 -0.032204807562981885 1.3544337874412538 -0.2159916456256594 -0.36316780976454416 0.42329114532470707 0.39114011673700239 -0.16402068463422012 -0.045103320662791914 -0.2827290200715018 leaf_weight=184 24 516 20 34 21 217 32 40 26 30 2434 22 21 20 29 160 37 22 195 1550 25 112 60 20 21 3209 26 101 leaf_count=184 24 516 20 34 21 217 32 40 26 30 2434 22 21 20 29 160 37 22 195 1550 25 112 60 20 21 3209 26 101 internal_value=0 -0.0113996 3.8134 0.611463 -0.0770471 0.493549 0.900147 0.263657 1.00423 1.55309 -0.0824445 0.0480317 0.545225 2.49778 0.108421 0.355651 0.653985 0.783348 0.0416728 0.00133255 0.135343 -0.134155 -0.0442639 -0.0867922 -0.0913012 -0.167803 -0.162562 -0.236532 internal_weight=0 9164 44 866 8298 812 275 537 96 70 8277 2354 203 54 441 182 243 206 412 2151 541 5923 1610 2475 2455 3448 3235 213 internal_count=9208 9164 44 866 8298 812 275 537 96 70 8277 2354 203 54 441 182 243 206 412 2151 541 5923 1610 2475 2455 3448 3235 213 cat_boundaries=0 1 2 5 6 7 10 12 cat_threshold=256 78 25690240 2365915297 134219792 3105 2576 2518765568 1377833026 126534148 8192 16384 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=26 num_cat=6 split_feature=0 25 2 5 1 19 24 25 0 1 1 6 8 2 0 8 25 25 7 1 24 0 0 5 5 split_gain=6.27855e+06 3.68185e+06 3.31771e+06 2.05414e+06 1.17793e+06 901971 740622 548903 574166 599682 502678 310482 281305 249328 213476 159061 105040 99630.6 92393.3 66179.5 49773.4 106328 25423.5 9593.19 8012.48 threshold=1205.5225000000003 0 50.217500000000008 1089.1825000000001 259.87500000000006 366.90000000000003 1 2 66.112500000000011 453.00000000000006 736.8325000000001 123.63250000000001 515.18500000000006 190.53000000000003 108.50550000000001 226.95300000000003 3 4 141.99000000000004 438.04750000000007 5 190.42000000000004 196.64500000000001 149.40000000000001 33.487500000000004 decision_type=2 9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 9 2 2 1 2 2 2 2 left_child=1 3 -2 4 6 7 -1 8 15 14 11 19 13 -8 -10 16 -3 20 -17 -6 21 -9 -22 24 -19 right_child=2 5 -4 -5 10 -7 12 17 9 -11 -12 -13 -14 -15 -16 18 -18 23 -20 -21 22 -23 -24 -25 -26 leaf_value=1.0738640464241826 1.2685640287399291 0.14640664542319148 6.783302318572999 3.7017503472736908 1.144977142697289 1.9934697232927596 0.12614904623739212 -0.043522400227101417 1.2999265488711271 2.1663225864228748 0.57667413009537594 2.9831905514260995 1.221314447266715 0.8063532721797626 0.2468529439591742 0.21843837181727094 -0.047260224217966738 -0.1625021121518759 0.98927949418192329 1.9136695802211763 -0.11733030629921318 0.60356815118056073 -0.42806354169492367 -0.38019203376770022 -0.050527067771324749 leaf_weight=124 24 329 20 21 21 21 529 1088 22 21 36 23 28 60 154 48 1604 3788 23 24 1062 26 27 20 65 leaf_count=124 24 329 20 21 21 21 529 1088 22 21 36 23 28 60 154 48 1604 3788 23 24 1062 26 27 20 65 internal_value=0 -0.0112849 3.77526 0.605356 0.535568 -0.0762767 0.395693 -0.0816201 0.0536856 0.569069 1.53218 2.03803 0.238135 0.19544 0.378487 0.00328958 -0.0137849 -0.130507 0.468147 1.55495 -0.0758347 -0.0281669 -0.123897 -0.16133 -0.160613 internal_weight=0 9164 44 866 845 8298 741 8277 2201 197 104 68 617 589 176 2004 1933 6076 71 45 2203 1114 1089 3873 3853 internal_count=9208 9164 44 866 845 8298 741 8277 2201 197 104 68 617 589 176 2004 1933 6076 71 45 2203 1114 1089 3873 3853 cat_boundaries=0 1 2 5 7 10 11 cat_threshold=256 68 25690240 2349137953 134219792 16777344 2214592513 2485194752 1361051842 109609472 1559 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=33 num_cat=9 split_feature=0 25 5 1 10 1 25 4 0 1 24 0 0 1 8 0 0 24 1 5 25 8 5 25 18 24 25 25 5 5 0 5 split_gain=6.15357e+06 3.60988e+06 2.0131e+06 1.15419e+06 1.0517e+06 947258 654564 534452 534188 581423 478724 1.19757e+06 388420 288720 218451 205281 129831 129384 744687 118780 104975 97921.7 89122.6 60042.1 44510.9 47155.1 73416.7 32287.7 7789.61 9094.86 3258 948.895 threshold=1205.5225000000003 0 1089.1825000000001 259.87500000000006 595.50000000000011 195.15000000000003 1 174.37500000000003 66.112500000000011 453.00000000000006 2 240.75000000000003 116.57500000000002 660.10000000000002 226.95300000000003 108.50550000000001 218.97000000000003 3 59.492500000000014 47.808000000000007 4 331.12500000000006 126.49000000000002 5 173.80000000000004 6 7 8 130.94000000000003 33.487500000000004 114.75000000000001 54.499460000000006 decision_type=2 9 2 2 2 2 9 2 2 2 1 2 2 2 2 2 2 1 2 2 9 2 2 9 2 1 9 9 2 2 2 2 left_child=1 2 3 4 10 -2 8 12 14 15 11 -1 13 -5 17 -10 -17 18 -3 21 24 -16 -12 -19 25 26 -8 -27 29 30 -22 -31 right_child=5 6 -4 7 -6 -7 20 -9 9 -11 22 -13 -14 -15 19 16 -18 23 -20 -21 28 -23 -24 -25 -26 27 -28 -29 -30 31 -32 -33 leaf_value=0.49805426824092863 2.3354930346945055 0.065029462460291426 3.6647328671954926 1.2732969873292106 2.6538643136024471 5.2730537251063758 0.11425449997918648 2.5921517881751059 1.2869272799925373 2.1446592766898021 0.18385166945050677 3.0515036568641665 2.2232695560455324 -0.22140779256820678 0.8124608820960636 -0.14058259555587063 0.46898296359211505 0.14547504799706595 2.058141164302826 1.1543763846936432 -0.16152327999965019 -0.077875830332438153 -0.24761200856279444 -0.054847132922396666 0.38333291553315663 -0.041281409201497789 -0.085571082681130353 -0.14237347478160484 -0.35337043580554778 0.0058615846987123844 -0.28950080871582035 -0.074075057867801553 leaf_weight=225 23 299 21 28 20 21 275 32 22 21 422 20 20 24 21 54 99 158 20 23 3692 30 54 1407 21 489 509 1057 21 27 20 33 leaf_count=225 23 299 21 28 20 21 275 32 22 21 422 20 20 24 21 54 99 158 20 23 3692 30 54 1407 21 489 509 1057 21 27 20 33 internal_value=0 -0.0111593 0.599425 0.530339 0.391881 3.73751 -0.0755127 1.51685 0.0743032 0.572388 0.329135 0.678793 1.03894 0.583433 0.0248233 0.383716 0.253842 0.00388962 0.184215 0.557785 -0.128071 0.288733 0.132128 -0.0338277 -0.0746763 -0.0791248 -0.014923 -0.110869 -0.160884 -0.160239 -0.162213 -0.0381036 internal_weight=0 9164 866 845 741 44 8298 104 2154 196 721 245 72 52 1958 175 153 1884 319 74 6144 51 476 1565 2351 2330 784 1546 3793 3772 3712 60 internal_count=9208 9164 866 845 741 44 8298 104 2154 196 721 245 72 52 1958 175 153 1884 319 74 6144 51 476 1565 2351 2330 784 1546 3793 3772 3712 60 cat_boundaries=0 1 4 5 6 9 11 12 14 17 cat_threshold=256 25690240 2348875809 134219792 2118 528 2518749184 1361313986 109609472 16777216 67108864 534 2415919104 16777346 69632 1342439616 557056 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=23 num_cat=6 split_feature=0 25 5 0 0 3 2 24 25 0 12 0 2 5 0 12 24 0 0 25 19 24 split_gain=6.89396e+06 2.92016e+06 2.46112e+06 825553 642185 553422 369479 327259 307912 366276 301188 279560 239618 190126 361869 166843 58062.3 40140.3 16580.5 14747.4 10256.7 6506.55 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 300.91450000000003 593.34250000000009 844.84875000000011 1 2 218.97000000000003 128.11550000000003 244.35500000000002 20.000500000000006 74.355000000000004 744.3325000000001 366.58182000000005 3 433.55000000000007 185.92344000000003 4 14.525 5 decision_type=2 9 2 2 2 2 2 1 9 2 2 2 2 2 2 2 1 2 2 9 2 1 left_child=1 2 3 6 -5 8 7 10 9 15 -1 -11 -9 14 -6 16 -3 -13 19 21 -21 -10 right_child=-2 5 -4 4 13 -7 -8 12 18 11 -12 17 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=0.4700880669149069 4.4251978410993305 -0.12259271017673364 3.9055085660219193 2.2076397323608399 0.50877485756079355 1.5685836229324341 1.3331406885385513 -0.026077789065578824 -0.14495455481238284 1.6149804019927978 -0.65359880142211924 0.47213985241065592 0.59891900703940593 -0.0077551576186870707 1.9407626647949219 0.8509297884078254 -0.016721580697314824 0.044681236267089849 -0.3710832065343857 -0.15560925641886744 0.071470731735229498 -0.091227922320101879 leaf_weight=520 35 688 20 37 60 20 32 451 462 20 25 59 71 29 25 21 2051 35 32 3641 20 893 leaf_count=520 35 688 20 37 60 20 32 451 462 20 25 59 71 29 25 21 2051 35 32 3641 20 893 internal_value=0 -0.0213576 0.421986 0.369625 1.06294 -0.092667 0.274366 0.242613 -0.096978 -0.0140235 0.411001 0.541401 0.0578236 0.691409 0.929948 -0.0370157 -0.0438236 0.31298 -0.143894 -0.142732 -0.153948 -0.110474 internal_weight=0 9212 1270 1250 151 7942 1099 1067 7922 2874 545 114 522 114 85 2760 2739 94 5048 5016 3661 1355 internal_count=9247 9212 1270 1250 151 7942 1099 1067 7922 2874 545 114 522 114 85 2760 2739 94 5048 5016 3661 1355 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=532736 2164326400 343 2443247616 472121505 201329168 896 637554688 1121454144 50774148 300 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=28 num_cat=7 split_feature=0 25 5 0 0 0 1 26 2 24 12 2 25 5 0 12 24 25 25 0 0 0 19 25 2 4 0 split_gain=6.75678e+06 2.8621e+06 2.41214e+06 809124 629405 402546 535528 530048 362127 320746 295194 234850 219283 186343 354667 164410 57855 88397.4 51808.7 44515.4 24566.8 49043.4 21725.4 22332.6 13460.2 5109.71 1783.5 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 300.91450000000003 143.49000000000004 56.310000000000009 2022.5000000000002 844.84875000000011 1 128.11550000000003 20.000500000000006 2 74.355000000000004 744.3325000000001 338.38500000000005 3 4 5 569.59500000000014 209.55000000000004 360.99000000000007 78.690000000000012 6 179.01000000000002 33.705000000000005 173.32500000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 9 9 2 2 2 2 9 2 2 2 left_child=1 2 3 8 -5 12 19 -8 9 10 -1 -11 15 14 -6 16 18 -18 -3 20 26 -22 23 24 -14 -25 -7 right_child=-2 5 -4 4 13 6 7 -9 -10 11 -12 -13 22 -15 -16 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 leaf_value=0.46538718401927215 4.380945914132254 -0.15135633863184764 3.8664535815715788 2.185563335934201 0.50368710679809259 -0.13918239822387696 2.3504251818294111 0.31761757554679082 1.319809290766716 -0.025817008187659828 -0.64706280746459965 0.59292981789145671 -0.10582492746828695 -0.0076776061797964156 1.9213550064086915 0.88166983556747436 0.18921860423408635 -0.023879374087746465 -0.0029176888388436802 0.49824831581115725 0.22701244226643738 -0.24972630408502394 0.19053247070312501 -0.15712393215311038 -0.29595926937304046 -0.061673133958849997 -0.26418981007167275 leaf_weight=520 35 542 20 37 60 25 23 29 32 451 25 71 1845 29 25 20 228 1062 421 20 71 31 20 3489 38 57 21 leaf_count=520 35 542 20 37 60 25 23 29 32 451 25 71 1845 29 25 20 228 1062 421 20 71 31 20 3489 38 57 21 internal_value=0 -0.0211481 0.417766 0.365929 1.05231 -0.091745 0.329929 1.21674 0.271623 0.240187 0.406891 0.0572454 -0.103877 0.684495 0.920648 -0.02091 -0.029015 0.0149503 -0.0871595 0.0554392 -0.00439985 0.0821213 -0.138194 -0.13966 -0.109083 -0.155152 -0.196251 internal_weight=0 9212 1270 1250 151 7942 220 52 1099 1067 545 522 7722 114 85 2273 2253 1290 963 168 148 102 5449 5429 1883 3546 46 internal_count=9247 9212 1270 1250 151 7942 220 52 1099 1067 545 522 7722 114 85 2273 2253 1290 963 168 148 102 5449 5429 1883 3546 46 cat_boundaries=0 2 3 6 7 9 12 15 cat_threshold=532736 2164326400 343 278986752 337903777 201329168 961 2097152 67371009 270532608 69468160 134217744 2802843648 1255671874 50774148 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=19 num_cat=2 split_feature=0 5 0 1 0 2 10 24 0 1 0 0 1 10 24 4 0 2 split_gain=6.62232e+06 2.76431e+06 1.52841e+06 901842 776149 580164 500740 437731 600700 429537 184943 144882 142143 464499 103817 51000.3 42968.9 2550.77 threshold=1219.7885000000003 1341.6425000000002 143.49000000000004 47.808000000000007 232.70000000000002 890.22500000000014 1016.9900000000001 0 603.77750000000015 378.05000000000007 375.58250000000004 228.76800000000003 133.08750000000001 166.11250000000004 1 74.355000000000004 630.86250000000007 1202.4650000000004 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 left_child=1 2 5 7 -5 6 12 15 11 10 -6 -9 14 -14 -1 16 -4 -7 right_child=-2 -3 3 4 9 17 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=-0.012343348317663729 4.3371364124843055 3.5195462604002516 -0.17312005652049009 2.5367836189932294 0.74570893001556404 1.0417791774056173 1.518466096162796 -0.057558080933310773 2.2710119285583499 0.014525367480057935 2.0477483685811362 0.66177208655840392 0.023569345474243164 1.4016187929224087 -0.093341780345145065 0.27736414384841918 -0.67825881958007816 1.1978183994293212 leaf_weight=2128 35 22 85 36 20 22 20 44 20 39 24 77 260 27 6327 20 21 20 leaf_count=2128 35 22 85 36 20 22 20 44 20 39 24 77 260 27 6327 20 21 20 internal_value=0 -0.0209365 -0.0294121 0.586486 1.31051 -0.0564153 -0.0620356 0.263793 0.621484 0.778634 1.45591 0.400197 -0.0656515 0.153212 -0.0730807 -0.172142 -0.273195 1.11608 internal_weight=0 9212 9190 386 119 8804 8762 267 141 83 44 121 8742 287 8455 126 106 42 internal_count=9247 9212 9190 386 119 8804 8762 267 141 83 44 121 8742 287 8455 126 106 42 cat_boundaries=0 1 2 cat_threshold=696 67 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=31 num_cat=7 split_feature=0 25 7 7 0 0 3 6 25 24 2 0 1 0 25 1 3 7 3 6 0 2 8 24 0 25 0 24 3 19 split_gain=6.49054e+06 2.78478e+06 1.60079e+06 4.11047e+06 674612 635841 540031 426132 292751 239544 296259 223364 284647 214410 264810 171583 155269 147431 121836 118348 77214 116189 61789.3 59530.1 39777.3 31484.1 82263.5 24889.1 24107.8 12929.3 threshold=1219.7885000000003 0 329.58750000000003 441.88278000000008 174.80000000000004 300.91450000000003 593.34250000000009 371.83250000000004 1 2 20.000500000000006 28.484500000000004 58.430000000000007 13.003400000000001 3 186.78750000000002 287.36250000000007 806.46500000000003 21.101500000000005 194.45000000000002 744.3325000000001 102.07500000000002 66.112500000000011 4 497.97750000000002 5 223.66250000000002 6 136.29000000000002 14.525 decision_type=2 9 2 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 9 2 1 2 2 left_child=1 2 4 -4 9 -6 8 17 11 13 16 19 24 14 -1 -14 -11 -5 -12 23 21 -7 -21 -3 -13 26 27 -10 29 -27 right_child=-2 6 3 7 5 20 -8 -9 25 10 18 12 15 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.12888946705036336 4.2937651105608259 0.049953188300132755 5.6935957190990454 0.51708939347948346 2.0946589784364442 0.11185798868841054 1.5506658535003663 1.646479249572754 0.017727657589832496 -0.080260759814112806 0.85317934350172675 0.023162521864428666 1.6610256023406982 1.2043571821848553 0.4447251675318723 0.51139503272804054 0.82218154716491698 -0.59132933662051246 0.054312449523380824 0.18602119664676853 0.97484081883584295 1.0163286529779434 0.82652138042449952 -0.07603639323406805 0.50172347640991211 -0.1491433417660985 0.53628481728690014 -0.1157843794601211 0.16371434173583985 0.049526797207919034 leaf_weight=101 35 490 20 28 37 49 20 25 169 408 60 132 20 30 392 37 20 21 28 61 31 20 20 1533 20 4456 21 905 25 33 leaf_count=101 35 490 20 28 37 49 20 25 169 408 60 132 20 30 392 37 20 21 28 61 31 20 20 1533 20 4456 21 905 25 33 internal_value=0 -0.0207282 0.412216 1.67122 0.315087 0.974672 -0.0903654 0.584089 -0.0946224 0.228116 0.0692182 0.000328976 0.312125 0.376367 0.333616 0.914774 -0.0380906 0.0420528 0.598994 -0.0306416 0.560277 0.374023 0.344169 -0.0456488 0.0861311 -0.13354 -0.0828122 -0.0956885 -0.145636 -0.147683 internal_weight=0 9212 1270 94 1176 137 7942 74 7922 1039 516 2313 209 523 493 57 428 49 88 2104 100 69 81 2023 152 5609 1095 1074 4514 4489 internal_count=9247 9212 1270 94 1176 137 7942 74 7922 1039 516 2313 209 523 493 57 428 49 88 2104 100 69 81 2023 152 5609 1095 1074 4514 4489 cat_boundaries=0 2 5 6 8 9 12 13 cat_threshold=532736 2164326400 278921216 335806625 201329168 1111 524288 65536 26 2231435264 174065728 32772 3 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=23 num_cat=5 split_feature=0 25 5 0 0 3 10 24 7 25 0 0 5 0 12 11 24 0 0 25 1 1 split_gain=6.36137e+06 2.72965e+06 2.31486e+06 764249 607322 529286 288577 301252 507884 286994 339467 271624 186703 344932 158937 128099 55462.1 40400.8 17350.9 14423.2 10461 6691.98 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 300.91450000000003 593.34250000000009 947.25000000000011 1 52.345500000000008 2 218.97000000000003 244.35500000000002 74.355000000000004 744.3325000000001 366.58182000000005 1.1200000000000003 3 433.55000000000007 185.92344000000003 4 53.967500000000008 66.112500000000011 decision_type=2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2 9 2 2 left_child=1 2 3 6 -5 9 7 8 -1 10 14 -12 13 -6 16 -9 -3 -13 19 21 -21 -11 right_child=-2 5 -4 4 12 -7 -8 15 -10 18 11 17 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 leaf_value=0.35645498073101045 4.2508274329049254 -0.11935306129427387 3.7865427670478824 2.1375994326617267 0.48828251320620375 1.5351591253280641 1.4558966385126115 0.15941564225143617 1.5516215977668761 -0.10141591033693087 1.5793525276184082 0.45564072629152719 -0.029742010461873025 1.8863587142944338 0.83092650640578503 -0.33864957451820377 -0.015886920453968816 0.026796954563685828 -0.37136376678943633 -0.15073559980075019 -0.005112968206405639 -0.22831290622090183 leaf_weight=320 35 688 20 37 60 20 20 663 40 1239 20 59 29 25 21 56 2051 35 32 3684 50 43 leaf_count=320 35 688 20 37 60 20 20 663 40 1239 20 59 29 25 21 56 2051 35 32 3684 50 43 internal_value=0 -0.0205189 0.408119 0.357329 1.0244 -0.0894633 0.265675 0.243613 0.476028 -0.0936778 -0.0135902 0.521121 0.6631 0.899481 -0.0357253 0.118969 -0.04237 0.295965 -0.138972 -0.137767 -0.148388 -0.104854 internal_weight=0 9212 1270 1250 151 7942 1099 1079 360 7922 2874 114 114 85 2760 719 2739 94 5048 5016 3734 1282 internal_count=9247 9212 1270 1250 151 7942 1099 1079 360 7922 2874 114 114 85 2760 719 2739 94 5048 5016 3734 1282 cat_boundaries=0 2 3 6 7 10 cat_threshold=532736 2164326400 337 2443247616 472121505 201329168 896 637538304 1121454144 50774020 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=44 num_cat=8 split_feature=25 0 7 7 0 7 0 10 10 1 24 25 0 24 1 7 1 0 6 6 26 10 19 0 8 25 3 24 0 6 1 0 0 6 6 0 25 24 19 26 0 6 0 split_gain=4.34345e+06 3.51095e+06 1.24352e+06 2.69758e+06 1.1269e+06 798481 639566 522237 905516 447295 329012 295942 311128 223967 872481 222963 172439 161956 73067.6 94771.4 69694.8 65616.9 61501.5 57565.6 46298.3 43873.2 51184.2 48261.1 26671.2 26269.5 24009.5 22990.4 21852.1 16023.5 60774.5 15812 20219.1 60349.3 22146.4 11581 11498.4 4685.05 211.148 threshold=0 1205.5225000000003 319.12500000000006 449.64000000000004 178.63500000000002 664.68750000000011 486.41000000000003 67.800000000000011 174.37500000000003 259.87500000000006 1 2 66.112500000000011 3 68.280000000000015 154.27494000000004 144.56250000000003 744.3325000000001 206.14500000000001 302.43750000000006 2022.5000000000002 466.8300000000001 224.79000000000002 343.01500000000004 74.355000000000004 4 127.72750000000002 5 330.61600000000004 233.30814000000001 362.77500000000003 177.05000000000004 218.97000000000003 97.950000000000017 165.55000000000004 164.55774000000002 6 7 14.525 2022.5000000000002 216.15000000000003 458.71125000000006 300.91450000000003 decision_type=9 2 2 2 2 2 2 2 2 2 1 9 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 -4 7 -5 9 10 -9 23 39 12 18 16 20 -12 28 -8 22 29 32 -10 25 -6 -7 26 -2 -27 31 -20 33 -14 -15 35 -35 36 37 -13 -38 -1 -22 -21 -37 right_child=11 -3 3 5 6 24 17 8 21 -11 15 30 13 14 -16 -17 -18 -19 19 41 40 -23 -24 -25 -26 27 -28 -29 -30 -31 -32 -33 -34 34 -36 42 38 -39 -40 -41 -42 -43 -44 leaf_value=0.54450940244941304 -0.14746672451210935 3.8209560352563861 4.8224661359786989 1.9297865633810722 1.0534623591105143 -0.46962047411047891 -0.072944126957694866 2.8119282527196976 0.034674604279654367 3.0823426098173314 0.057229224261145503 0.12372895751820236 0.25863371849060057 0.27029821952184041 2.0933613300323488 1.127991512298584 -0.83288928378712046 1.01252764666522 0.34516748428344729 -0.12889620073380009 -0.19669814916757439 0.71928557089396894 0.49999654388427739 1.7612999081611633 0.17205202622847124 0.036490900447735418 0.29720669075294776 -0.067389339579629587 0.47284250895182289 0.8515664777755737 0.2072034568786621 -0.13622330538431804 0.70662118825045495 0.4616310338973999 -0.26566777547200521 -0.30180573177337644 -0.14874974648482422 -0.13422645042942821 0.13851514533714013 0.71771327163233911 0.0826649991904988 0.064553579602922712 -0.34502431355989899 leaf_weight=93 627 32 20 31 27 23 28 21 28 22 703 112 29 24 31 20 22 27 21 31 26 28 20 20 22 666 27 1329 21 20 20 30 22 20 27 20 4452 369 27 66 34 21 26 leaf_count=93 627 32 20 31 27 23 28 21 28 22 703 112 29 24 31 20 22 27 21 31 26 28 20 20 22 666 27 1329 21 20 20 30 22 20 27 20 4452 369 27 66 34 21 26 internal_value=0 0.548129 0.463948 1.55476 0.367256 0.694832 1.26433 0.251264 1.04106 1.90552 0.182313 -0.0917608 -0.0128597 0.333236 0.57567 0.0856644 -0.044466 0.459924 -0.0428544 0.232685 0.186125 0.37698 -0.0524555 1.35467 -0.155914 -0.0566265 -0.127164 -0.0327015 0.166792 0.592191 -0.138319 0.057859 0.478974 -0.13996 0.0438211 -0.141685 -0.139974 -0.0728654 -0.146691 0.579932 -0.0383924 -0.0507723 -0.326234 internal_weight=0 1211 1179 96 1083 76 124 959 77 69 882 8074 3001 239 137 723 102 55 2762 93 106 56 2669 47 45 2649 654 1995 80 41 5073 59 46 5053 47 5006 4960 481 4479 159 60 52 46 internal_count=9285 1211 1179 96 1083 76 124 959 77 69 882 8074 3001 239 137 723 102 55 2762 93 106 56 2669 47 45 2649 654 1995 80 41 5073 59 46 5053 47 5006 4960 481 4479 159 60 52 46 cat_boundaries=0 1 2 5 6 9 10 13 14 cat_threshold=532736 9 2191589376 3707830370 134219792 2754 2147483648 0 16 2122 83890176 38010881 75497472 56 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=24 num_cat=2 split_feature=0 5 0 1 24 1 10 24 10 19 0 8 0 2 2 10 26 1 1 3 26 0 0 split_gain=3.69005e+06 1.90069e+06 1.47397e+06 1.08649e+06 984827 1.48894e+06 639250 651804 1.08105e+06 439195 401194 374408 299565 288535 357210 254635 196203 190986 135473 99804.5 92466.6 394453 54876.3 threshold=1165.3425000000004 1341.6425000000002 194.45000000000002 96.71250000000002 0 68.280000000000015 67.800000000000011 1 110.25000000000001 518.68250000000012 352.08500000000004 330.33750000000003 311.67500000000007 460.05000000000007 569.59500000000014 177.35000000000002 2022.5000000000002 362.77500000000003 174.80000000000004 57.050000000000004 2022.5000000000002 240.75000000000003 453.00000000000006 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 5 10 9 8 -8 13 -4 19 20 17 -15 -10 -12 -1 22 -9 -6 -22 -14 right_child=3 -3 4 -5 12 -7 7 11 15 -11 16 -13 18 14 -16 -17 -18 -19 -20 -21 21 -23 -24 leaf_value=-0.081178286725541157 1.4326195339534593 2.8497801084103793 0.011297665726054798 4.6195181827545166 0.28749887049198153 3.6138870058151396 3.2023638784885406 -0.29874685511381732 -0.28512360033781631 1.3776391256423224 2.1676987144049433 1.2923859844207763 -0.14768283438682556 1.5738084113079569 0.11461998185803812 0.9614056311783038 0.78374816513061518 0.36061006815746582 -0.58129775423752639 0.36700915404728485 -0.080008628845214855 1.7728814562161765 0.34708103479123587 leaf_weight=8443 23 23 33 20 32 26 20 115 23 21 21 20 40 23 62 57 20 99 38 28 20 27 51 leaf_count=8443 23 23 33 20 32 26 20 115 23 21 21 20 40 23 62 57 20 99 38 28 20 27 51 internal_value=0 -0.0213318 -0.0284948 2.9149 0.651632 1.41391 -0.0520027 0.433679 1.02081 -0.0667731 0.83202 0.0102202 0.207211 -0.0702891 0.509459 0.603028 1.4926 -0.0760581 -0.07981 -0.168389 0.702121 0.984418 0.129602 internal_weight=0 9242 9219 43 308 100 8911 263 100 8648 74 163 208 8627 85 80 41 8542 129 143 79 47 91 internal_count=9285 9242 9219 43 308 100 8911 263 100 8648 74 163 208 8627 85 80 41 8542 129 143 79 47 91 cat_boundaries=0 1 2 cat_threshold=1052 2070 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=35 num_cat=5 split_feature=25 1 5 2 10 10 26 8 10 3 25 12 7 7 5 2 25 10 1 1 2 3 25 1 25 26 10 19 9 2 2 10 5 26 split_gain=4.21903e+06 2.56941e+06 2.02252e+06 913438 803420 746401 474002 393058 380394 288154 287333 239012 204226 444329 152973 99150.7 59931.6 112773 86505.2 171196 46741 36627.8 23565.6 22723.4 16699.2 23496.7 13450 10217.9 8906.72 3237.41 2502.06 1171.87 1055.02 1034.17 threshold=0 1236.1260000000004 1341.6425000000002 217.52000000000004 67.800000000000011 174.37500000000003 2022.5000000000002 123.63250000000001 715.87500000000011 66.112500000000011 1 362.12500000000006 177.35000000000002 591.48000000000013 10.901250000000003 492.37500000000006 2 290.03125000000006 53.967500000000008 166.40250000000003 419.52500000000009 3.4596000000000009 3 362.77500000000003 4 2022.5000000000002 54.499460000000006 6.0120000000000013 3.4566000000000008 22.990000000000006 61.550000000000004 57.780000000000008 29.560000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 -6 9 20 -7 -5 11 15 14 -14 -1 16 18 22 21 -20 -8 -2 -18 24 25 30 28 29 -27 31 32 -26 -12 -31 right_child=10 -3 -4 6 5 8 7 -9 -10 -11 23 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 33 -32 -33 -34 -35 leaf_value=0.23655031845683144 0.01479804490793981 3.5949987256085434 3.6282211780548095 1.3515052700042725 2.7362553580602009 0.14856960773468017 -0.052876105904579161 1.7813837860107422 1.8118495485782624 2.8816211483478549 -0.14421879264521481 0.87541921838124592 1.6024936187267305 -0.12244587693895613 -0.21954781492919095 0.56020072706814472 -0.13197245243541356 0.67822820663452155 0.96776784896850587 0.056233895528010835 0.51685241142908733 -0.19385318242586574 -0.049071864095829219 0.19986681938171388 -0.15158264211502573 -0.040801923406740354 -0.29113431771596271 0.076081735610961918 -0.22052522330448546 -0.13620628525229062 -0.25548556709289549 -0.22478593279014936 -0.07040604496002198 -0.066964001736398479 leaf_weight=798 1115 27 20 32 24 44 24 25 20 20 609 30 32 28 81 29 527 20 28 78 36 91 1083 20 3655 561 24 20 29 34 20 22 20 59 leaf_count=798 1115 27 20 32 24 44 24 25 20 20 609 30 32 28 81 29 527 20 28 78 36 91 1083 20 3655 561 24 20 29 34 20 22 20 59 internal_value=0 0.540263 0.475166 0.42099 0.318675 1.23232 1.18798 0.727909 0.668345 1.94001 -0.0903947 -0.0126499 0.233051 0.797522 0.194521 -0.0216599 -0.0273954 -0.0676465 0.0229523 0.297016 0.288961 -0.000945953 -0.0773321 -0.13627 -0.13787 -0.102608 -0.0590755 -0.148958 -0.0496358 -0.150547 -0.145373 -0.152021 -0.141872 -0.0922784 internal_weight=0 1211 1184 1164 1027 88 137 85 64 52 8074 3001 939 60 879 2971 2942 1630 1312 106 60 1206 1610 5073 5053 1263 614 3790 590 3770 649 3677 629 93 internal_count=9285 1211 1184 1164 1027 88 137 85 64 52 8074 3001 939 60 879 2971 2942 1630 1312 106 60 1206 1610 5073 5053 1263 614 3790 590 3770 649 3677 629 93 cat_boundaries=0 1 4 7 10 13 cat_threshold=532736 2191589376 3707830370 134219792 10485760 2214658080 134219776 0 134217728 16 352342048 39583745 109068300 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=38 num_cat=4 split_feature=25 0 5 0 10 0 3 26 10 10 2 25 0 26 1 0 0 0 2 10 25 0 5 1 25 6 26 12 10 0 26 0 19 0 0 2 0 split_gain=4.1351e+06 3.35739e+06 1.56266e+06 966812 665819 565051 550488 556639 541012 406150 292996 281587 296900 212786 196334 331195 177442 130997 103314 71671 72390.7 69289.4 40016.7 22271.2 16917.7 25240.1 15556.1 11927.8 11795.5 11229.3 57304.6 14936.9 10016.6 9276.16 8449.1 4180.05 903.031 threshold=0 1205.5225000000003 1279.9550000000002 178.63500000000002 67.800000000000011 486.41000000000003 120.37500000000001 2022.5000000000002 174.37500000000003 690.66750000000013 185.10000000000002 1 66.112500000000011 2022.5000000000002 68.280000000000015 308.62500000000006 744.3325000000001 13.003400000000001 515.86500000000012 331.12500000000006 2 352.08500000000004 231.90000000000003 362.77500000000003 3 99.89997000000001 2022.5000000000002 73.160000000000011 54.499460000000006 173.94850000000002 2022.5000000000002 254.41050000000004 6.0120000000000013 56.413500000000006 150.01600000000005 33.63000000000001 453.00000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 6 7 -5 -6 -10 17 12 18 -12 21 -16 -7 -1 19 20 27 29 -22 24 25 26 33 -2 -28 30 -14 -31 34 -13 35 -26 -23 right_child=11 -3 -4 5 8 16 -8 -9 9 -11 13 23 14 -15 15 -17 -18 -19 -20 -21 22 36 -24 -25 32 -27 28 -29 -30 31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.12794215321597346 -0.14427119178616482 3.7353058207035064 3.1559955851236983 3.6487648845854261 2.4291759018276049 -0.071735166964992395 0.75593564683740799 1.4403220134735109 0.18551431618484795 1.8379124007906233 1.3654312568240696 -0.13573990567226069 0.48195240529378253 0.31771688506716778 1.4363936982154846 -0.17675311088562012 1.0165018726217336 0.63265700886466281 0.61141827662785853 0.43054318274221109 -0.028075074552383558 0.47335241363162084 0.24086086306655616 0.19786813259124755 -0.14938484186736398 0.19001587242915713 -0.061803647414572151 0.066014063698904848 -0.28822297414143877 -0.16595595591777079 -0.096214224815368649 0.12439254718668322 0.075320917129516593 -0.34949299449012394 -0.34908868789672853 -0.070829214151354805 0.56503029563210228 leaf_weight=791 736 32 21 21 23 31 33 25 51 21 36 611 30 42 35 20 29 55 24 31 1886 21 57 20 3701 29 557 28 24 37 40 34 20 21 21 69 22 leaf_count=791 736 32 21 21 23 31 33 25 51 21 36 611 30 42 35 20 29 55 24 31 1886 21 57 20 3701 29 557 28 24 37 40 34 20 21 21 69 22 internal_value=0 0.534861 0.452532 0.403505 0.296787 1.18585 1.74149 2.44852 1.09398 0.667464 0.214825 -0.089493 -0.0125294 0.801277 0.32556 0.849795 0.454246 0.160755 -0.0418301 -0.0475562 -0.0530313 0.168859 -0.0200822 -0.134908 -0.136492 -0.100725 -0.108507 -0.1348 -0.0711566 0.0616949 0.151571 -0.0269158 -0.147497 -0.142842 -0.149061 -0.147947 0.520257 internal_weight=0 1211 1179 1158 1019 139 79 46 95 72 924 8074 3001 78 239 55 60 846 2762 2738 2707 184 1943 5073 5053 1242 1213 764 581 141 70 71 3811 632 3791 3770 43 internal_count=9285 1211 1179 1158 1019 139 79 46 95 72 924 8074 3001 78 239 55 60 846 2762 2738 2707 184 1943 5073 5053 1242 1213 764 581 141 70 71 3811 632 3791 3770 43 cat_boundaries=0 1 4 7 10 cat_threshold=532736 2191589376 3707830370 134219792 2147483648 134217728 16 352342048 39059457 109068300 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=38 num_cat=7 split_feature=25 0 5 0 10 0 24 3 26 10 2 10 25 0 24 1 0 26 1 2 0 10 25 5 1 25 6 26 24 0 0 12 19 0 0 26 2 split_gain=4.05281e+06 3.29058e+06 1.53157e+06 947573 652569 553806 550226 539533 545562 530246 493791 398068 275983 290991 233859 705158 173911 122378 106267 101258 89277.6 70244.7 70950.2 39220.4 21828 16581.1 24737.8 15246.5 18127.6 12664.6 25619.2 11690.4 9817.3 9091.56 8280.97 7722.39 4096.87 threshold=0 1205.5225000000003 1279.9550000000002 178.63500000000002 67.800000000000011 486.41000000000003 1 120.37500000000001 2022.5000000000002 174.37500000000003 449.64000000000004 690.66750000000013 2 66.112500000000011 3 68.280000000000015 744.3325000000001 2022.5000000000002 144.56250000000003 515.86500000000012 352.08500000000004 331.12500000000006 4 231.90000000000003 362.77500000000003 5 99.89997000000001 2022.5000000000002 6 284.92500000000007 177.05000000000004 73.160000000000011 6.0120000000000013 56.413500000000006 150.01600000000005 2022.5000000000002 33.63000000000001 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 9 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 17 8 -5 -6 -8 -11 13 19 18 20 -7 -1 29 21 35 22 31 -24 25 26 27 33 -29 30 -15 -2 34 -14 36 -16 -27 right_child=12 -3 -4 5 9 16 10 -9 -10 11 -12 -13 24 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 32 -28 28 -30 -31 -32 -33 -34 -35 -36 -37 -38 leaf_value=0.53490815070367637 -0.14282847967808662 3.6979527390003204 3.1244354720342726 3.6122772782189503 2.4048841269119929 -0.071017836601503431 0.032005327863305268 0.74837629014795481 1.4259188194274901 0.18365916383032704 1.1233023114637894 1.8195332879111881 -0.13438250579537425 0.24528504231396844 0.18325173377990722 1.9860607449213663 1.0063368935420596 1.0930800381828758 -0.6302769594607146 0.60530408620834353 0.79003358386811762 0.4262377486690398 -0.027794323140401728 0.23845226655926621 0.19588949012756349 -0.14789099498021058 0.18811572107775459 -0.012026350624513942 -0.12473781017954134 0.30588291049003602 -0.14584745522701378 0.065353923525129046 0.074567715644836427 -0.34599806149800622 -0.34559779848371236 -0.034124339168721977 -0.070120920236559886 leaf_weight=93 736 32 21 21 23 31 719 33 25 51 44 21 611 34 26 30 29 68 23 24 21 31 1886 57 20 3701 29 292 289 28 33 28 20 21 21 44 69 leaf_count=93 736 32 21 21 23 31 719 33 25 51 44 21 611 34 26 30 29 68 23 24 21 31 1886 57 20 3701 29 292 289 28 33 28 20 21 21 44 69 internal_value=0 0.529512 0.448007 0.39947 0.29382 1.17399 0.212676 1.72408 2.42404 1.08304 0.0937091 0.660789 -0.0885981 -0.0124041 0.322304 0.606379 0.449704 0.72559 -0.0187885 -0.0414118 0.218173 -0.0470806 -0.052501 -0.0198814 -0.133559 -0.135127 -0.099718 -0.107421 -0.070445 0.127278 0.0526377 -0.133452 -0.146022 -0.141414 -0.147571 0.0466153 -0.146468 internal_weight=0 1211 1179 1158 1019 139 924 79 46 95 763 72 8074 3001 239 121 60 161 118 2762 91 2738 2707 1943 5073 5053 1242 1213 581 95 67 764 3811 632 3791 70 3770 internal_count=9285 1211 1179 1158 1019 139 924 79 46 95 763 72 8074 3001 239 121 60 161 118 2762 91 2738 2707 1943 5073 5053 1242 1213 581 95 67 764 3811 632 3791 70 3770 cat_boundaries=0 1 2 5 6 9 12 13 cat_threshold=532736 9 2191589376 3707830370 134219792 3778 2147483648 134217728 16 352342048 39059457 109068300 1652 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=30 num_cat=8 split_feature=25 7 4 2 7 24 10 8 26 3 12 8 25 2 3 2 5 15 8 24 25 25 4 26 5 25 24 11 2 split_gain=3.86384e+06 2.51721e+06 4.70972e+06 1.09896e+06 771485 635582 964206 496740 715605 404096 370007 345488 274264 197990 177011 339480 161937 161638 125294 72244 130397 57778.1 41678.4 25726.8 22035.2 15691.3 68062 23817.2 6336.19 threshold=0 309.90000000000003 540.74500000000012 164.55774000000002 595.50000000000011 1 21.380000000000003 58.875000000000007 2022.5000000000002 593.34250000000009 362.12500000000006 21.101500000000005 2 557.67000000000019 66.112500000000011 532.72500000000014 589.71000000000015 282.75000000000006 96.07050000000001 3 4 5 323.80000000000007 2022.5000000000002 194.45000000000002 6 7 91.390500000000017 387.99000000000007 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 9 9 2 2 2 9 1 2 2 left_child=1 3 4 5 -3 6 23 8 14 10 12 -6 13 19 15 -5 17 18 -7 20 -2 -21 25 -1 28 26 -14 -27 -10 right_child=9 2 -4 7 11 16 -8 -9 24 -11 -12 -13 22 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=0.59698858323241721 0.23203006824730954 1.9964299042804823 5.9793761046036433 2.2857511959075927 -0.64632092952728271 0.20476257905709502 2.794672706604004 2.6598688507080079 0.46292556190490725 1.2441503135017729 0.94264676366533551 1.0077674417910369 0.10646410446293306 0.95930704775310705 2.5008500175476076 0.46531922249566943 -0.62635474484542319 -0.59602836543116078 -0.29240211039239711 0.007076564528000583 -0.011884855369532203 -0.12223917763839741 0.32398479366302491 0.3967545728797004 -0.069182941913604731 -0.14373778522135419 -0.12948296315031624 0.19387615567161923 0.21699511961503462 leaf_weight=165 263 37 23 20 28 647 20 20 20 23 35 23 141 21 20 21 29 29 55 618 1113 784 20 105 20 4194 722 21 22 leaf_count=165 263 37 23 20 28 647 20 20 20 23 35 23 141 21 20 21 29 29 55 618 1113 784 20 105 20 4194 722 21 22 internal_value=0 0.50596 1.95023 0.375822 0.897154 0.263815 0.653519 1.19825 0.960589 -0.0793287 -0.0832664 0.0996405 -0.0878133 -0.00799959 1.72957 1.35333 0.10513 0.135587 0.165811 -0.0153406 0.0360732 -0.0655905 -0.131361 0.51912 0.204012 -0.133413 -0.0901552 -0.141719 0.334105 internal_weight=0 1304 111 1193 88 1050 290 143 123 7955 7932 51 7897 2799 61 41 760 731 702 2778 1376 1402 5098 270 62 5078 863 4215 42 internal_count=9259 1304 111 1193 88 1050 290 143 123 7955 7932 51 7897 2799 61 41 760 731 702 2778 1376 1402 5098 270 62 5078 863 4215 42 cat_boundaries=0 2 3 6 7 9 12 15 16 cat_threshold=17310080 65536 7 2222981120 486801570 134253072 1111 8388608 150995072 0 67371042 134253056 16384 2182090753 100663300 528 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=18 num_cat=1 split_feature=0 5 2 2 26 0 12 1 24 10 10 8 2 2 19 1 26 split_gain=4.03745e+06 1.99048e+06 1.86954e+06 1.41633e+06 606720 606569 651468 451651 274763 251635 552304 424375 201791 277955 177961 153156 171390 threshold=744.3325000000001 1341.6425000000002 419.52500000000009 890.22500000000014 2022.5000000000002 66.112500000000011 312.37500000000006 453.00000000000006 0 64.050000000000011 101.09997000000003 175.23750000000004 460.05000000000007 569.59500000000014 456.25000000000006 50.217500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 15 5 -5 9 7 8 -7 12 -11 -12 14 -14 -1 16 -2 right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 leaf_value=-0.067320965996095675 0.28094480673472089 3.0581421279907226 4.6524534104087136 3.0438236112594605 0.70705762023925789 0.57564941036808603 1.9973643272573298 1.419808120727539 -0.0048373231438040001 1.370208154948134 -0.14343733440011236 1.0212666270607396 1.2884724594996528 -0.20390829563140869 0.877109260559082 1.8930396681565507 1.5744257602691649 leaf_weight=8312 21 21 22 20 25 101 22 30 316 38 177 38 26 24 20 26 20 leaf_count=8312 21 21 22 20 25 101 22 30 316 38 177 38 26 24 20 26 20 internal_value=0 -0.0170453 2.12316 -0.0241039 1.74562 -0.0328514 0.317391 0.234708 0.149449 -0.0518744 0.258844 0.0624173 -0.0612531 0.57213 -0.065054 1.29265 0.911911 internal_weight=0 9170 89 9149 45 9104 469 447 417 8635 253 215 8382 50 8332 67 41 internal_count=9259 9170 89 9149 45 9104 469 447 417 8635 253 215 8382 50 8332 67 41 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=32 num_cat=6 split_feature=0 25 2 5 2 24 10 10 2 16 15 25 0 2 0 0 26 8 8 0 0 11 11 24 25 24 26 0 0 10 11 split_gain=3.95708e+06 2.33158e+06 1.83234e+06 1.45209e+06 951192 506224 363886 949650 353406 310110 466250 291849 277901 310503 270922 223932 109619 106269 177009 94915.3 102248 37967.2 31535.6 28154.2 20456 28217.7 14209.6 7486.07 4641.98 1885.96 135.638 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 67.800000000000011 325.97500000000008 164.55774000000002 40.213800000000006 83.250000000000014 2 58.430000000000007 147.46662000000001 287.36250000000007 108.50550000000001 2022.5000000000002 226.95300000000003 331.12500000000006 1265.0725000000002 960.86250000000007 231.90000000000003 162.84524000000002 3 4 5 2022.5000000000002 96.632500000000022 103.53753000000002 67.800000000000011 345.49500000000006 decision_type=2 9 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 9 1 2 2 2 2 2 left_child=1 3 19 4 5 6 8 -8 -1 14 -11 12 17 15 -7 -14 -17 21 -19 20 -2 23 24 -3 25 26 -13 29 -27 -26 -23 right_child=2 11 -4 -5 -6 9 7 -9 -10 10 -12 22 13 -15 -16 16 -18 18 -20 -21 -22 30 -24 -25 27 28 -28 -29 -30 -31 -32 leaf_value=0.37116882036943388 1.067729808807373 0.0044721153843609585 4.6059288753162733 3.038174285888672 2.3863277350772512 0.0093819915391727838 3.0198979682922364 0.14492485523223878 1.3392387306399463 0.1010787144222775 1.8907273288567863 -0.088616074200938741 1.107761578352555 1.2528353704512118 0.7725337717771531 0.34929450559616088 -0.17833901374869876 0.9694144834790912 -0.067260516166687018 0.80707515111336336 2.0667983718145462 -0.29805042193486142 0.266746771812439 -0.064516920679994455 -0.14062642075656206 -0.13708562369624999 0.013506753876969056 -0.28409349673503154 -0.29227618789672855 -0.2295479064186414 -0.33101768732070924 leaf_weight=470 20 1028 22 20 22 668 20 27 41 37 24 272 23 32 50 70 90 28 40 26 21 26 20 1394 3859 531 273 37 20 24 24 leaf_count=470 20 1028 22 20 22 668 20 27 41 37 24 272 23 32 50 70 90 28 40 26 21 26 20 1394 3859 531 273 37 20 24 24 internal_value=0 -0.0168686 2.10193 0.36065 0.3239 0.289963 0.517023 1.36832 0.448842 0.119152 0.805203 -0.0840441 -0.00116127 0.344043 0.0625263 0.185129 0.0525007 -0.0303859 0.359606 1.27972 1.57945 -0.0411138 -0.129294 -0.0354829 -0.131131 -0.0895608 -0.036786 -0.142162 -0.140175 -0.141176 -0.313875 internal_weight=0 9170 89 1379 1359 1337 558 47 511 779 61 7791 2755 215 718 183 160 2540 68 67 41 2472 5036 2422 5016 1096 545 3920 551 3883 50 internal_count=9259 9170 89 1379 1359 1337 558 47 511 779 61 7791 2755 215 718 183 160 2540 68 67 41 2472 5036 2422 5016 1096 545 3920 551 3883 50 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=17310080 150994944 91 2222981120 335872163 134253072 850 302010368 2182090752 100663300 1652 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=24 num_cat=5 split_feature=0 25 2 5 2 24 10 10 0 3 25 12 0 0 0 0 2 3 2 11 25 24 0 split_gain=3.87833e+06 2.28518e+06 1.79588e+06 1.42319e+06 932264 498976 326339 980512 373847 321048 251934 207581 116336 93632.7 93026.5 100214 52156.5 40195.2 51752.7 30986.7 17984.7 17715.5 8013.74 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 67.800000000000011 175.23750000000004 375.58250000000004 593.34250000000009 2 362.12500000000006 216.15000000000003 433.55000000000007 1265.0725000000002 960.86250000000007 387.99000000000007 197.65500000000003 37.975000000000009 162.84524000000002 3 4 93.325000000000017 decision_type=2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 1 2 left_child=1 3 14 4 5 17 8 -8 -7 10 11 12 16 -14 15 -2 -3 18 -1 20 21 -12 -22 right_child=2 9 -4 -5 -6 6 7 -9 -10 -11 19 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=-0.19565415280420076 1.0570525074005128 -0.035170404529996459 4.5598695598949091 3.0077925796508787 2.3624645070596175 0.28079668208639996 2.7301631060890532 0.36240872298201465 1.2440983227108207 1.1514672642662411 -0.15100055797516354 0.88013514793836156 0.50713495446576018 -0.18339600739655673 0.79900440289424013 2.0461303565615698 0.39129257531001649 -0.59299872693419464 0.24511351972818377 0.26407928180694579 -0.13865416067192085 -0.056035683196476942 -0.2686354156335195 leaf_weight=159 20 2581 22 20 22 988 23 73 42 21 305 26 72 27 26 21 29 20 32 20 4010 652 48 leaf_count=159 20 2581 22 20 22 988 23 73 42 21 305 26 72 27 26 21 29 20 32 20 4010 652 48 internal_value=0 -0.0167006 2.08091 0.357044 0.320661 0.287063 0.368775 0.929683 0.320077 -0.0832044 -0.0866485 -0.00910083 -0.017669 0.318808 1.26692 1.56365 -0.0304319 -0.158938 -0.121808 -0.128499 -0.130321 -0.0875499 -0.139847 internal_weight=0 9170 89 1379 1359 1337 1126 96 1030 7791 7770 2735 2709 99 67 41 2610 211 191 5035 5015 957 4058 internal_count=9259 9170 89 1379 1359 1337 1126 96 1030 7791 7770 2735 2709 99 67 41 2610 211 191 5035 5015 957 4058 cat_boundaries=0 2 3 6 9 10 cat_threshold=17310080 150994944 2176 2222981120 335872163 134253072 33574912 2182090752 100663300 2314 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=26 num_cat=7 split_feature=0 25 2 5 2 24 3 25 1 26 8 11 25 25 5 1 26 5 0 0 8 11 25 24 0 split_gain=3.80116e+06 2.23974e+06 1.76014e+06 1.39487e+06 913712 492921 314660 273785 481665 274393 265507 514174 246937 194994 184304 150157 166522 140382 92383.9 119288 48018.8 30370.7 17609.3 17378 7854.26 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 593.34250000000009 2 433.55000000000007 2022.5000000000002 21.101500000000005 52.910000000000004 3 4 365.16250000000008 50.217500000000008 2022.5000000000002 561.85750000000019 216.15000000000003 433.55000000000007 226.95300000000003 162.84524000000002 5 6 93.325000000000017 decision_type=2 9 2 2 2 1 2 9 2 2 2 2 9 9 2 2 2 2 2 2 2 2 9 1 2 left_child=1 3 15 4 5 7 12 9 -9 -1 13 -12 14 -7 18 16 -2 -16 20 -20 -3 22 23 -14 -24 right_child=2 6 -4 -5 -6 10 -8 8 -10 -11 11 -13 21 -15 17 -17 -18 -19 19 -21 -22 -23 24 -25 -26 leaf_value=0.55549645487467447 0.25532362483796617 -0.037741280241549109 4.5142709073153409 2.9777145919799808 2.3388398304310711 0.15442266022843401 1.1399526237306141 0.29430406290712291 1.6276542433376968 1.524368893723739 0.19336203867594404 1.8750146595637003 -0.14953848975045342 -0.21068247982189417 1.2571818523406983 1.8487390760275033 1.5303024578094482 0.072353352904319768 0.48793159171326522 -0.30087033491868242 0.22416575782828863 0.26143848419189453 -0.13726761731708845 -0.055483791851565205 -0.26594905912876132 leaf_weight=60 21 2524 22 20 22 481 21 412 29 57 75 24 305 199 20 26 20 20 73 26 72 20 4010 652 48 leaf_count=60 21 2524 22 20 22 481 21 412 29 57 75 24 305 199 20 26 20 20 73 26 72 20 4010 652 48 internal_value=0 -0.0165358 2.0601 0.353473 0.317454 0.284193 -0.0823751 0.508229 0.373515 0.946605 0.115705 0.601035 -0.0857847 0.0467484 -0.00900983 1.25425 0.877265 0.664768 -0.0190437 0.280771 -0.0304773 -0.127218 -0.129022 -0.0866959 -0.138449 internal_weight=0 9170 89 1379 1359 1337 7791 558 441 117 779 99 7770 680 2735 67 41 40 2695 99 2596 5035 5015 957 4058 internal_count=9259 9170 89 1379 1359 1337 7791 558 441 117 779 99 7770 680 2735 67 41 40 2695 99 2596 5035 5015 957 4058 cat_boundaries=0 2 3 4 7 9 12 13 cat_threshold=17310080 150994944 91 532480 2222981120 335872163 134253072 16777600 16777216 33574912 2182090752 100663300 2314 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=22 num_cat=7 split_feature=0 5 25 24 0 10 0 10 26 3 25 12 3 24 5 24 0 0 25 10 25 split_gain=5.28972e+06 2.59064e+06 1.63733e+06 779577 1.07228e+06 1.22154e+06 536179 482417 472955 379922 325545 276939 255161 209349 147818 103610 44809.9 44533.7 25717.9 15801.9 10990.4 threshold=1165.3425000000004 1341.6425000000002 0 1 352.08500000000004 67.800000000000011 1587.2775000000001 337.50000000000006 2022.5000000000002 817.62000000000012 2 362.12500000000006 451.12500000000006 3 589.71000000000015 4 352.08500000000004 67.485000000000014 5 72.313140000000018 6 decision_type=2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 1 2 2 9 2 9 left_child=1 2 3 4 5 8 -2 -7 -1 13 11 12 15 17 -15 -4 18 -5 19 -12 -20 right_child=6 -3 10 9 -6 7 -8 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19 20 -21 -22 leaf_value=0.65194435866421485 4.5096756017726403 3.3312506982554559 0.11132481848139904 -0.28580942198252068 2.3177931160397001 3.1871035439627513 2.2995978223709832 1.0681355552239853 -0.091975987947139987 1.175672124010144 -0.087516372868764847 1.0872171638409298 0.97365358211376052 0.20483262588973708 -0.5804797523498535 -0.043997012149010389 0.30812303304672239 0.12916552067764345 -0.23985866013106766 -0.27937251091003418 -0.13578430614690015 leaf_weight=189 23 23 567 156 36 21 21 22 156 33 1765 24 27 581 25 1670 24 31 133 44 3685 leaf_count=189 23 23 567 156 36 21 21 22 156 33 1765 24 27 581 25 1670 24 31 133 44 3685 internal_value=0 -0.0206923 -0.0290822 0.305912 0.65147 0.513653 3.45487 2.10298 0.315563 0.12286 -0.0821091 0.0185819 0.00733573 0.0805973 0.169636 -0.00432747 -0.122838 -0.206001 -0.124895 -0.0916761 -0.140027 internal_weight=0 9212 9189 1250 424 388 44 43 345 826 7939 2288 2264 793 606 2237 5651 187 5627 1809 3818 internal_count=9256 9212 9189 1250 424 388 44 43 345 826 7939 2288 2264 793 606 2237 5651 187 5627 1809 3818 cat_boundaries=0 2 3 6 7 8 11 13 cat_threshold=524672 134217728 30 77594624 1409351714 134218256 192 3074 2466271232 2212763840 75910221 8192 1 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=22 num_cat=6 split_feature=0 5 25 2 24 10 0 11 0 25 8 8 11 24 0 2 2 0 25 2 25 split_gain=5.18446e+06 2.53909e+06 1.60478e+06 878717 780667 1.03031e+06 808931 598065 525509 319111 368023 202907 199250 174836 143579 127904 68825.6 43919.5 25827.4 19183.9 10800.5 threshold=1165.3425000000004 1341.6425000000002 0 890.22500000000014 1 67.800000000000011 352.08500000000004 21.380000000000003 1587.2775000000001 2 226.95300000000003 331.12500000000006 338.38500000000005 3 217.52000000000004 157.58975000000007 329.58750000000003 352.08500000000004 4 177.05000000000004 5 decision_type=2 2 9 2 1 2 2 2 2 9 2 2 2 1 2 2 2 2 9 2 9 left_child=1 2 3 4 5 6 -1 -7 -2 10 12 -12 15 16 -15 -4 -6 18 19 -11 -20 right_child=8 -3 9 -5 13 7 -8 -9 -10 17 11 -13 -14 14 -16 -17 -18 -19 20 -21 -22 leaf_value=0.30418032891982427 4.46457884715951 3.2979382755445399 -0.029542364076860533 1.7635262227430939 -0.27174708124025759 3.0737362220764157 2.0443070247255521 0.78459075746082119 2.2766018277122861 -0.085822907100058771 1.3806572151184082 0.26348471358015729 0.9902424685955048 0.099933091866992091 0.59398039581649231 0.32649971044288495 0.31195078518079677 0.30504180987675983 -0.23762780529635769 -0.31293449050501776 -0.13449344139862027 leaf_weight=339 23 23 2096 40 166 25 29 21 21 1751 29 37 20 541 66 106 23 24 133 38 3705 leaf_count=339 23 23 2096 40 166 25 29 21 21 1751 29 37 20 541 66 106 23 24 133 38 3705 internal_value=0 -0.0204888 -0.0287948 0.302853 0.257069 0.603118 0.44131 2.02869 3.42032 -0.0812919 0.0183991 0.754364 -0.00337848 0.0686493 0.151161 -0.0124032 -0.190629 -0.121616 -0.123652 -0.0901431 -0.138676 internal_weight=0 9212 9189 1250 1210 414 368 46 44 7939 2288 66 2222 796 607 2202 189 5651 5627 1789 3838 internal_count=9256 9212 9189 1250 1210 414 368 46 44 7939 2288 66 2222 796 607 2202 189 5651 5627 1789 3838 cat_boundaries=0 2 3 6 7 10 12 cat_threshold=524672 134217728 30 77594624 1409351714 134218256 192 2466271232 2212763840 75779149 8192 1 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=27 num_cat=6 split_feature=0 25 1 4 24 0 10 0 10 26 2 20 25 8 1 8 11 1 24 0 25 1 2 25 26 6 split_gain=5.0813e+06 2.11423e+06 1.69283e+06 1.6304e+06 766537 1.15374e+06 1.21555e+06 873165 506041 487884 457878 399285 313699 361033 327704 198869 192653 184830 58768.1 43141.7 26732.6 25050.7 17113 15874.9 37264.9 5420.53 threshold=1165.3425000000004 0 96.71250000000002 1265.0725000000002 1 293.81250000000006 67.800000000000011 561.34500000000014 337.50000000000006 2022.5000000000002 890.22500000000014 177.37250000000003 2 226.95300000000003 453.00000000000006 331.12500000000006 360.14500000000004 802.66250000000002 3 352.08500000000004 4 197.65500000000003 177.05000000000004 5 2022.5000000000002 96.030000000000015 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 1 2 9 2 2 9 2 2 left_child=1 3 -2 4 5 6 9 -7 -8 -1 11 17 13 14 16 -15 18 -6 -3 20 21 22 -14 24 -22 -25 right_child=2 12 -4 -5 10 7 8 -9 -10 -11 -12 -13 19 15 -16 -17 -18 -19 -20 -21 23 -23 -24 25 -26 -27 leaf_value=0.64222869529925963 1.5955504608154296 0.02480282858231642 5.5347900247573856 3.0588461472771384 0.073005989652840386 3.7616361975371837 3.2562988443374632 0.80670018005371091 1.0584836092862215 -0.11738860417035671 1.3632488240866827 1.4789065942764281 -0.079130726498765583 1.3668506365808946 1.0009942013025284 0.26084986093881968 0.95865241384506217 -0.90102007770538339 -0.07883735091959844 0.30199139118194579 -0.098227825458233178 -0.35021937423282196 -0.29945789337158202 -0.13455211083826585 -0.43074268341064453 0.016219419340292612 leaf_weight=189 24 1086 20 22 752 20 20 20 22 153 29 20 1698 29 32 37 20 20 1088 24 65 36 36 3700 70 24 leaf_count=189 24 1086 20 22 752 20 20 20 22 153 29 20 1698 29 32 37 20 20 1088 24 65 36 36 3700 70 24 internal_value=0 -0.0202879 3.38611 0.357468 0.312604 0.652535 0.499566 2.28417 2.10506 0.3024 0.127548 0.0839119 -0.0808774 0.0178608 -0.00367235 0.74682 -0.0183256 0.0477722 -0.0273135 -0.120871 -0.122889 -0.0886249 -0.083705 -0.138018 -0.251978 -0.133223 internal_weight=0 9212 44 1267 1245 424 384 40 42 342 821 792 7945 2292 2226 66 2194 772 2174 5653 5629 1770 1734 3859 135 3724 internal_count=9256 9212 44 1267 1245 424 384 40 42 342 821 792 7945 2292 2226 66 2194 772 2174 5653 5629 1770 1734 3859 135 3724 cat_boundaries=0 2 3 6 7 10 12 cat_threshold=524672 134217728 30 77594624 1409351714 134218256 3906 2466271232 2212763840 75517005 8192 1 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=18 num_cat=2 split_feature=1 2 5 2 1 3 12 2 10 24 3 24 10 18 1 1 2 split_gain=2.86053e+06 1.55529e+06 1.06996e+06 816151 728973 735584 818276 459534 419397 371619 308119 177101 1.01247e+06 162850 84784.5 81245.3 20465.8 threshold=1183.6900000000003 437.62500000000006 1279.9550000000002 508.59600000000006 67.485000000000014 451.12500000000006 312.37500000000006 1374.9750000000004 1058.7500000000002 0 66.112500000000011 1 10.942500000000003 362.77500000000003 1530.8125000000002 74.355000000000004 690.66750000000013 decision_type=2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=1 2 4 -3 8 6 9 10 11 -6 15 12 -1 -13 -2 16 -5 right_child=14 3 -4 7 5 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=0.025808014979465402 3.1247495346069338 2.3790177726745605 2.2779555492401125 -0.07521968659900484 0.58753626431921402 2.1803723553248817 2.1896738833472842 1.8712230383831523 1.3881788095235825 -0.04439074997999231 1.1178345046504852 -0.078467255751112741 2.3079153385162354 0.59565810475084524 2.2039644758701327 -0.6055110621452332 0.35656453796055004 leaf_weight=695 20 33 20 21 129 21 21 23 20 284 31 7818 20 36 20 21 23 leaf_count=695 20 33 20 21 129 21 21 23 20 284 31 7818 20 36 20 21 23 internal_value=0 -0.0156363 -0.032459 0.987528 -0.0375682 0.3525 0.264055 0.601652 -0.058232 0.166142 0.297484 -0.0616079 0.0884067 -0.0752814 2.66436 -0.0937594 0.150486 internal_weight=0 9216 9064 152 9044 455 434 119 8589 413 96 8569 715 7854 40 65 44 internal_count=9256 9216 9064 152 9044 455 434 119 8589 413 96 8569 715 7854 40 65 44 cat_boundaries=0 1 2 cat_threshold=537 2 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=35 num_cat=5 split_feature=25 2 1 3 5 10 10 1 2 25 12 3 1 4 2 7 26 2 5 9 6 5 2 14 25 25 10 1 6 1 25 26 10 26 split_gain=3.12085e+06 2.57976e+06 2.55458e+06 2.73783e+06 1.54909e+06 529058 928036 414603 394640 351584 452688 338085 337133 424474 265787 249038 244107 236451 102464 91586 73228.2 109934 62178.6 59683.1 54878.9 46657.5 35442.2 41806.6 15442.2 6110.71 5312.32 7324.99 1606.48 1474.42 threshold=0 352.38000000000005 330.61600000000004 244.35500000000002 1053.6800000000001 67.800000000000011 160.31250000000003 73.320000000000007 532.72500000000014 1 362.12500000000006 543.33000000000004 134.19600000000003 66.112500000000011 1071.6575 303.37500000000006 2022.5000000000002 492.37500000000006 13.037000000000001 64.050000000000011 206.14500000000001 56.900000000000006 410.11250000000001 1.7878000000000001 2 3 127.02750000000002 361.60000000000008 128.50500000000002 122.05750000000002 4 2022.5000000000002 190.30000000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 left_child=1 4 8 -4 5 7 -7 16 -3 10 11 17 -9 -14 -10 19 18 20 -1 -8 24 -22 25 -18 -2 26 27 28 -11 30 33 -32 -28 -27 right_child=9 2 3 -5 -6 6 15 12 14 22 -12 -13 13 -15 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26 29 32 -29 -30 -31 31 -33 -34 -35 leaf_value=0.30916839706584776 0.087675617106639556 1.9700837100635875 1.3178339540958406 6.5502639646530154 3.0108261943998791 2.8926381254196167 0.44148789125330312 1.8816005107334681 -0.1282154745525784 -0.054084557899606159 1.3456709368412312 1.3124107732772827 0.11700348021108893 1.5315742071743668 1.2873933810279483 1.42385273206234 -0.038428835090818438 1.014683189806731 -0.26163764224332925 -0.39844911938621885 0.047556003515536967 0.87784806458846376 -0.65782042367117743 -0.45753937721252441 -0.04147467290736425 -0.13552972933942439 -0.25851299649193171 0.399713210105896 -0.22498106453635477 -0.25929286426968046 -0.13318737240307749 -0.098326697157307255 -0.37335833648155481 -0.15302444702362253 leaf_weight=419 401 22 20 20 21 20 34 21 36 1368 26 20 79 29 21 20 321 23 34 21 52 23 21 38 1647 958 21 20 55 36 1208 1203 29 969 leaf_count=419 401 22 20 20 21 20 34 21 36 1368 26 20 79 29 21 20 321 23 34 21 52 23 21 38 1647 958 21 20 55 36 1208 1203 29 969 internal_value=0 0.475059 1.87499 3.93405 0.321946 0.267441 0.978663 0.195639 0.832422 -0.0742299 0.0338546 0.0182643 0.722268 0.496842 0.393325 0.468269 0.111975 0.0062033 0.266326 0.120785 -0.0047223 0.302179 -0.114457 -0.0827915 -0.0159614 -0.112707 -0.0629564 -0.0543086 -0.0606898 -0.12925 -0.128468 -0.115315 -0.325123 -0.143582 internal_weight=0 1176 119 40 1057 1036 95 941 79 8080 2192 2166 129 108 57 75 812 2146 453 55 2123 75 5888 359 2048 5867 1493 1443 1423 4374 4338 2411 50 1927 internal_count=9256 1176 119 40 1057 1036 95 941 79 8080 2192 2166 129 108 57 75 812 2146 453 55 2123 75 5888 359 2048 5867 1493 1443 1423 4374 4338 2411 50 1927 cat_boundaries=0 1 4 6 9 12 cat_threshold=524672 77594624 1275133986 134217744 8388608 67174400 2449498112 2470709312 75500036 1212220444 537945113 106496 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=19 num_cat=1 split_feature=1 3 10 4 5 1 2 1 4 0 24 0 19 18 0 1 1 1 split_gain=2.45916e+06 2.42176e+06 1.6621e+06 935083 861186 757190 735455 732479 852646 421899 774494 787578 301228 191386 174638 95904.6 59037.7 16495.2 threshold=293.06250000000006 438.33250000000004 1211.5375000000001 1205.5225000000003 67.800000000000011 1318.45 1013.1050000000001 802.66250000000002 73.320000000000007 240.75000000000003 0 806.46500000000003 366.90000000000003 456.25000000000006 630.86250000000007 362.77500000000003 441.67528000000004 1005.9575000000001 decision_type=2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 5 3 6 -3 7 9 8 15 12 14 -12 13 -1 -11 -2 -17 -9 right_child=1 4 -4 -5 -6 -7 -8 17 -10 10 11 -13 -14 -15 -16 16 -18 -19 leaf_value=-0.052334440217183975 -0.20400305569171906 4.6152145540146607 2.7907628699711391 2.134030064582825 1.7157633576393128 2.2649296175915263 1.6487830836956316 -1.0462724876403808 2.0606801397660202 -0.012042847082648479 0.57788183839815965 2.6570392251014709 1.049394204711914 0.84189489314953492 -0.89248217813896424 0.87089307867962373 0.27895013627551851 -0.64499415261404847 leaf_weight=8674 32 21 21 20 20 23 26 20 34 71 106 22 25 24 33 23 63 21 leaf_count=8674 32 21 21 20 20 23 26 20 34 71 106 22 25 24 33 23 63 21 internal_value=0 0.972752 -0.0192807 -0.0258367 3.20085 0.549826 -0.0306466 0.345436 0.665391 -0.0355226 0.385359 0.867466 -0.0467166 -0.049867 -0.26585 0.263358 0.43726 -0.84074 internal_weight=0 257 9022 9001 41 216 8981 193 152 8955 232 128 8723 8698 104 118 86 41 internal_count=9279 257 9022 9001 41 216 8981 193 152 8955 232 128 8723 8698 104 118 86 41 cat_boundaries=0 1 cat_threshold=728 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=33 num_cat=6 split_feature=25 1 4 7 1 24 10 11 2 25 1 3 1 3 2 12 0 19 2 0 0 24 25 2 4 5 4 1 6 25 2 1 split_gain=3.31264e+06 2.58507e+06 1.2684e+06 2.22961e+06 1.16847e+06 532421 696348 771706 579983 354331 336608 410468 422199 248638 226334 216686 215093 212531 209565 186875 121430 115399 206779 92705.8 84406.9 75742.4 45215.9 41701.5 34503.3 21290.3 17177.5 1853.28 threshold=0 1236.1260000000004 457.74500000000006 329.58750000000003 259.87500000000006 1 67.800000000000011 40.213800000000006 497.97750000000002 2 96.71250000000002 221.27241000000004 134.19600000000003 346.12500000000006 164.55774000000002 13.037000000000001 483.75000000000006 159.56250000000003 470.16250000000008 569.59500000000014 352.08500000000004 3 4 515.86500000000012 328.05000000000007 57.780000000000008 866.75000000000011 166.40250000000003 288.59250000000003 5 177.05000000000004 111.65000000000002 decision_type=9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 left_child=1 2 5 4 26 6 14 -8 13 10 17 12 -12 16 15 -1 -7 19 -16 21 24 22 -2 -23 28 27 -4 -14 29 30 -11 -31 right_child=9 -3 3 -5 -6 8 7 -9 -10 20 11 -13 25 -15 18 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 leaf_value=0.42740200221797692 0.47481496810913087 3.6170029742901142 0.010820493221282959 4.5325354280471801 2.5438256922635167 0.00082369128488144795 2.7401678831823943 0.25645830674604936 1.40300621509552 -0.080262358742471063 1.6416890280246736 1.7966024007797241 0.41592454051971439 0.81249918990665015 1.7080446709119357 -0.5472585868835449 -0.97228973865509039 1.0270049924850464 0.42575000305175786 0.95417692756652828 0.6676438026428223 -0.066085079156349757 0.0079961955508712039 0.54729740219116207 0.53550100278854373 0.64717214402698331 -0.66160708808898938 -0.082678788161048525 0.27118630906809932 -0.13008057988877139 -0.2953690719604492 -0.22659503746032716 leaf_weight=460 111 26 20 20 22 424 29 22 32 1610 20 20 20 36 26 24 24 20 25 20 20 1712 453 25 20 21 20 104 23 3812 38 20 leaf_count=460 111 26 20 20 22 424 29 22 32 1610 20 20 20 36 26 24 24 20 25 20 20 1712 453 25 20 21 20 104 23 3812 38 20 internal_value=0 0.493797 0.429384 1.62926 0.692717 0.340101 0.543004 1.66876 0.0972632 -0.0652489 0.0328863 0.443656 0.279662 0.0129427 0.445839 0.379072 -0.0513074 0.000565257 1.07947 -0.00827955 -0.109949 -0.0166451 0.106542 -0.0569291 -0.112964 0.0917966 -0.325393 -0.0022589 -0.11532 -0.116943 -0.0847083 -0.130244 internal_weight=0 1210 1184 82 62 1102 586 51 516 8069 2526 185 165 484 535 484 448 2341 51 2321 5543 2301 564 1737 5523 145 40 124 5503 5480 1648 3832 internal_count=9279 1210 1184 82 62 1102 586 51 516 8069 2526 185 165 484 535 484 448 2341 51 2321 5543 2301 564 1737 5523 145 40 124 5503 5480 1648 3832 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532736 95 343933056 2365915299 201327120 1042 8388608 150994945 2197831680 315623488 33736704 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=33 num_cat=8 split_feature=25 1 4 7 1 24 10 11 25 1 3 1 18 19 12 0 7 24 0 7 0 24 25 25 4 4 4 1 6 25 1 1 split_gain=3.24665e+06 2.53363e+06 1.24316e+06 2.18524e+06 1.14522e+06 521826 682490 756350 347374 329879 402299 413797 310985 208294 184689 183148 169210 166907 162029 140066 119013 113221 203007 87987.6 82727.2 74365.2 44316.1 36754.6 33816.7 20866.6 17030.4 1816.4 threshold=0 1236.1260000000004 457.74500000000006 329.58750000000003 259.87500000000006 1 67.800000000000011 40.213800000000006 2 96.71250000000002 221.27241000000004 134.19600000000003 252.37200000000004 159.56250000000003 13.037000000000001 569.59500000000014 37.14500000000001 3 123.63250000000001 441.88278000000008 352.08500000000004 4 5 6 328.05000000000007 66.112500000000011 866.75000000000011 173.50000000000003 288.59250000000003 7 210.75000000000003 111.65000000000002 decision_type=9 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 2 1 9 9 2 2 2 2 2 9 2 2 left_child=1 2 5 4 26 6 14 -8 9 13 11 -11 17 15 16 21 -1 18 -7 -19 24 22 -2 -23 28 27 -4 -13 29 30 -10 -31 right_child=8 -3 3 -5 -6 12 7 -9 20 10 -12 25 -14 -15 -16 -17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 leaf_value=0.44417008599967328 0.47045921546368563 3.5808329369471625 0.010712308883666992 4.4872100381851201 2.5183874364332719 0.19783187970519067 2.7127662507418928 0.25389368404041635 -0.080221302478420825 1.6252721819877625 1.7786363849639892 0.3703437732514881 1.1230431147984097 1.0167349367141723 -0.33472309901796538 0.94463513946533195 1.2879817794799806 -0.030630434736420839 1.1656813530921937 -0.82305175701777145 0.66096738815307621 -0.28276294914780148 0.0079179593849903057 -0.033791804303973917 0.53014600992202765 0.599375155766805 -0.65499101924896241 -0.089848156923055658 0.26847445073335069 -0.12877977414660602 -0.33345289654201937 -0.22432908773422242 leaf_weight=481 111 26 20 20 22 128 29 22 1621 20 20 21 28 20 29 20 25 316 20 24 20 147 453 1590 20 24 20 100 23 3812 27 20 leaf_count=481 111 26 20 20 22 128 29 22 1621 20 20 21 28 20 29 20 25 316 20 24 20 147 453 1590 20 24 20 100 23 3812 27 20 internal_value=0 0.488859 0.42509 1.61297 0.68579 0.3367 0.537574 1.65208 -0.0645904 0.0325765 0.439219 0.276866 0.0962906 0.000580227 0.44138 -0.00817595 0.48586 0.0393517 0.307823 -0.0840927 -0.108849 -0.0164577 0.10556 -0.0563599 -0.111834 0.0908787 -0.322139 -0.00998014 -0.114167 -0.115773 -0.0838613 -0.128942 internal_weight=0 1210 1184 82 62 1102 586 51 8069 2526 185 165 516 2341 535 2321 506 488 148 340 5543 2301 564 1737 5523 145 40 121 5503 5480 1648 3832 internal_count=9279 1210 1184 82 62 1102 586 51 8069 2526 185 165 516 2341 535 2321 506 488 148 340 5543 2301 564 1737 5523 145 40 121 5503 5480 1648 3832 cat_boundaries=0 1 2 5 6 7 9 11 14 cat_threshold=532736 95 343933056 2365915299 201327120 3072 1042 8388608 150994945 128 2164260865 2197831680 315623488 33736704 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=31 num_cat=6 split_feature=25 1 10 2 24 1 2 5 0 25 1 1 0 0 0 19 0 0 24 25 2 1 1 6 25 2 2 1 0 2 split_gain=3.18202e+06 2.48321e+06 918431 800850 568300 816952 555069 406019 352240 340492 323304 306138 283143 210296 414876 204146 179501 116645 111108 187403 91038.9 52781.4 37746.6 32740.3 23052.7 18367.3 15380.2 2728.73 1543.73 1496.51 threshold=0 1236.1260000000004 1183.6900000000003 1071.6575 1 42.190000000000005 328.05000000000007 437.62500000000006 462.80000000000007 2 96.71250000000002 127.72750000000002 287.36250000000007 96.632500000000022 254.41050000000004 159.56250000000003 569.59500000000014 352.08500000000004 3 4 515.86500000000012 497.97750000000002 346.12500000000006 288.59250000000003 5 177.05000000000004 138.37500000000003 68.280000000000015 90.300000000000026 328.05000000000007 decision_type=9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 12 -7 8 -1 10 15 -12 -6 21 -15 16 18 23 19 -2 -20 22 -13 24 25 26 -11 28 -26 -27 right_child=9 -3 -4 -5 5 6 -8 -9 -10 17 11 13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 27 29 -28 -29 -30 -31 leaf_value=0.66112364095761422 0.40927703844706215 3.5450246091989368 2.545594267845154 2.1921127382914225 -0.057983465486643272 0.55356557390331174 2.1495051525257254 2.0480139274597167 -0.6419991371848367 -0.080880134785874636 1.6032491064071657 0.087619550456739456 0.68910690035138811 1.8980249308120636 -0.08973669517607917 1.0065675601959228 0.93518881416320798 0.65435770034790042 -0.064884166589407169 -0.0031291509828259866 0.5429590438842774 -0.2969817359106881 0.56014767213301231 0.26578969582267431 -0.12811858475618138 -0.23243124615062369 0.19794673252105713 -0.034384529667515915 -0.21622070753574371 -0.35195044898986816 leaf_weight=363 140 26 20 24 539 113 27 20 22 1824 20 73 56 21 21 20 20 20 1712 424 25 28 22 23 3563 22 20 31 20 20 leaf_count=363 140 26 20 24 539 113 27 20 22 1824 20 73 56 21 21 20 20 20 1712 424 25 28 22 23 3563 22 20 31 20 20 internal_value=0 0.48397 0.420839 0.384331 0.346272 0.171713 0.861354 0.64295 0.586659 -0.0639425 0.0322571 0.434827 0.0123309 0.2932 0.904144 0.000581339 -0.00808722 -0.107761 -0.0162861 0.104588 -0.0558144 0.0845853 0.197047 -0.110716 -0.11229 -0.0821302 -0.077856 -0.127449 -0.12861 -0.289345 internal_weight=0 1210 1184 1164 1140 735 140 405 385 8069 2526 185 595 165 42 2341 2321 5543 2301 564 1737 123 95 5523 5500 1886 1844 3614 3583 42 internal_count=9279 1210 1184 1164 1140 735 140 405 385 8069 2526 185 595 165 42 2341 2321 5543 2301 564 1737 123 95 5523 5500 1886 1844 3614 3583 42 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532736 75 343933056 2365915299 201327120 1042 75497472 150994945 2199932928 315623488 33736708 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=30 num_cat=6 split_feature=25 1 10 2 13 13 24 2 25 1 3 1 5 19 0 0 24 25 2 5 13 1 6 25 2 2 1 7 2 split_gain=3.11864e+06 2.43379e+06 900154 784913 689469 722406 476125 444566 333794 316845 393913 398904 231374 200076 175922 114324 108994 183920 89227.2 73118.2 45230.8 40181.8 32088.8 22594 18001.8 15074.2 2674.43 2181.3 1466.73 threshold=0 1236.1260000000004 1183.6900000000003 1071.6575 112.80000000000003 575.22000000000014 1 302.43750000000006 2 96.71250000000002 221.27241000000004 134.19600000000003 134.70000000000002 159.56250000000003 569.59500000000014 352.08500000000004 3 4 515.86500000000012 57.780000000000008 319.12500000000006 166.40250000000003 288.59250000000003 5 177.05000000000004 138.37500000000003 68.280000000000015 33.63000000000001 328.05000000000007 decision_type=9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 6 20 12 -8 9 13 11 -11 -1 14 16 22 17 -2 -18 21 -6 -13 23 24 25 -10 27 -25 -26 right_child=8 -3 -4 -5 5 -7 7 -9 15 10 -12 19 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 26 28 -27 -28 -29 -30 leaf_value=0.58350339364787762 0.40545713132222494 3.5095743678166316 2.5201382608413696 2.1701915899912514 1.7720472643925593 0.0097987627983093257 0.0040941874680179135 1.0175830970926487 -0.08007133373225786 1.5937447714805604 1.7558619308471679 0.40529770946502686 -0.27284774107091569 0.99650192070007326 0.92583693885803231 0.6478141517639161 -0.064235323896614197 -0.0030985820403296826 0.537529444885254 0.63288660912286665 2.4045966779589656 -0.084135735974862028 0.26313179016113281 -0.12822381367569796 -0.23010693290016868 0.19596726083755492 -0.034040682700372513 -0.059647172359710052 -0.3484309406280518 leaf_weight=438 140 26 20 24 26 28 547 47 1824 20 20 20 34 20 20 20 1712 424 25 21 20 104 23 3536 22 20 31 47 20 leaf_count=438 140 26 20 24 26 28 547 47 1824 20 20 20 34 20 20 20 1712 424 25 21 20 104 23 3536 22 20 31 47 20 internal_value=0 0.479131 0.41663 0.380488 0.34281 1.27621 0.278015 0.0828906 -0.0632981 0.0319505 0.430479 0.269826 0.510991 0.000592877 -0.00798885 -0.106683 -0.0161055 0.103613 -0.0552562 0.0872169 2.04707 -0.00519486 -0.109609 -0.111167 -0.0813089 -0.0770774 -0.126175 -0.127324 -0.286452 internal_weight=0 1210 1184 1164 1140 74 1066 594 8069 2526 185 165 472 2341 2321 5543 2301 564 1737 145 46 124 5523 5500 1886 1844 3614 3583 42 internal_count=9279 1210 1184 1164 1140 74 1066 594 8069 2526 185 165 472 2341 2321 5543 2301 564 1737 145 46 124 5523 5500 1886 1844 3614 3583 42 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532736 107 343933056 2365915299 201327120 1042 75497472 150994945 2199932928 315623488 33736708 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=18 num_cat=3 split_feature=0 2 5 25 10 24 0 12 3 0 0 7 12 26 0 25 2 split_gain=4.0965e+06 3.50857e+06 2.39313e+06 1.37866e+06 1.08301e+06 779209 888249 373408 358194 179965 170448 165127 143128 125696 177381 99858.5 41678.7 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 1 375.58250000000004 312.37500000000006 542.10250000000008 3.0600000000000005 157.58975000000007 329.58750000000003 362.12500000000006 2022.5000000000002 232.70000000000002 2 53.967500000000008 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 9 2 left_child=2 -2 3 4 5 6 11 9 10 -7 12 -1 15 14 -12 -5 -15 right_child=1 -3 -4 8 -6 7 -8 -9 -10 -11 13 -13 -14 16 -16 -17 -18 leaf_value=0.39424800175102759 0.65783141226604069 6.102217705011368 3.4363800659179686 -0.032096054687919526 2.5102128255934946 -0.047392535784720136 2.0931820349012105 1.0277904098912289 1.256847623348236 0.32036170364166638 1.1070322485893003 1.2829552919214422 0.66497204089164741 -0.11702422224445108 0.14424478912353517 -0.11485343813137125 0.39272956813871857 leaf_weight=421 29 20 20 2016 21 767 35 38 20 161 31 22 25 81 50 5526 20 leaf_count=421 29 20 20 2016 21 767 35 38 20 161 31 22 25 81 50 5526 20 internal_value=0 2.88003 -0.0190185 -0.0265026 0.253874 0.222818 0.548084 0.0556191 -0.0795974 0.0164097 -0.0831494 0.438382 -0.090423 0.219263 0.512719 -0.092927 -0.0160829 internal_weight=0 49 9254 9234 1465 1444 478 966 7769 928 7749 443 7567 182 81 7542 101 internal_count=9303 49 9254 9234 1465 1444 478 966 7769 928 7749 443 7567 182 81 7542 101 cat_boundaries=0 2 3 6 cat_threshold=17309952 2298478593 29 379650048 1181024352 201329156 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=31 num_cat=6 split_feature=0 2 25 7 7 0 0 0 3 24 11 8 2 0 18 10 25 0 0 0 0 0 24 25 4 11 10 4 25 0 split_gain=4.01499e+06 3.43875e+06 1.75726e+06 1.30585e+06 2.66095e+06 2.21428e+06 917544 571184 456096 349507 267173 223028 221798 477027 214672 202961 191486 126389 101512 226432 245435 95342.1 85800.8 110578 85709.9 41099.6 39605.4 34681.5 15212.7 9922.4 threshold=1165.3425000000004 68.280000000000015 0 319.12500000000006 664.68750000000011 44.590000000000011 194.45000000000002 486.41000000000003 593.34250000000009 1 32.21126000000001 21.101500000000005 217.52000000000004 300.91450000000003 73.46250000000002 174.37500000000003 2 352.08500000000004 28.484500000000004 232.70000000000002 196.64500000000001 744.3325000000001 3 4 817.62000000000012 460.42500000000007 331.12500000000006 323.80000000000007 5 290.03125000000006 decision_type=2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 2 9 2 left_child=2 -2 3 6 5 -5 9 12 16 10 15 -6 13 -8 24 -1 18 27 22 20 -20 -9 23 -4 -11 -12 -24 28 -18 -21 right_child=1 -3 8 4 11 -7 7 21 -10 14 25 -13 -14 -15 -16 -17 17 -19 19 29 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.34851511191072426 0.65125311193795044 6.0411956416964534 0.27922464237740291 5.2936549488703406 -0.62650807780604212 0.90148979360407056 2.3619613985581829 -0.025889799522631096 1.4341677575111391 -0.069452058581302045 -0.66021949914785538 0.65751915136973071 2.5597521829605103 0.32335480968157448 0.85331235675811767 1.3776506204605101 -0.074863656456454736 0.64861892180009317 0.30536473749826354 0.036835658733661354 1.5575848659276963 0.76747182437351769 -0.062710049853461694 -0.024534971744391568 -0.73772875785827641 -0.072944327267733491 0.35550388667894445 0.30492396545410155 -0.12013228931242136 -0.19482535660266875 leaf_weight=458 29 20 189 24 31 22 22 33 20 475 26 24 20 24 25 20 1049 22 72 26 20 28 1464 304 20 22 23 20 4707 64 leaf_count=458 29 20 189 24 31 22 22 33 20 475 26 24 20 24 25 20 1049 22 72 26 20 28 1464 304 20 22 23 20 4707 64 internal_value=0 2.85123 -0.0188299 0.324598 1.41821 3.19305 0.233201 1.03585 -0.0739719 0.135747 0.314184 -0.0662053 1.68059 1.29834 -0.049833 0.391575 -0.0778541 -0.107709 0.0026969 0.228719 0.577587 0.338276 -0.0180653 0.0951525 -0.0964531 -0.391052 -0.0558657 -0.110777 -0.112221 -0.127901 internal_weight=0 49 9254 1274 101 46 1173 127 7980 1046 526 55 66 46 520 478 7960 5798 2162 182 92 61 1980 493 495 48 1487 5776 5756 90 internal_count=9303 49 9254 1274 101 46 1173 127 7980 1046 526 55 66 46 520 478 7960 5798 2162 182 92 61 1980 493 495 48 1487 5776 5756 90 cat_boundaries=0 2 3 6 7 10 13 cat_threshold=17309952 16777216 1117 109051904 3422879777 201329168 2066 0 201326593 134217728 268517376 40900674 278532 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=19 num_cat=3 split_feature=0 2 5 10 0 1 0 25 25 0 4 1 18 25 11 1 2 4 split_gain=3.93509e+06 3.37032e+06 2.33455e+06 1.32344e+06 1.1592e+06 775426 2.32631e+06 557768 326246 578765 324259 315507 222633 125335 107965 93475.5 9952.86 5875.78 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 1211.5375000000001 123.63250000000001 293.06250000000006 287.36250000000007 0 1 223.66250000000002 465.34500000000008 736.8325000000001 465.34500000000008 2 366.17750000000007 56.310000000000009 266.99500000000006 1013.1050000000001 decision_type=2 2 2 2 2 2 2 9 9 2 2 2 2 9 2 2 2 2 left_child=2 -2 3 4 7 8 -7 10 9 -6 12 -8 -1 14 -9 -10 -15 -12 right_child=1 -3 -4 -5 5 6 11 13 15 -11 17 -13 -14 16 -16 -17 -18 -19 leaf_value=0.1677930130256805 0.64474058286897062 5.9807836879342791 3.3942033691406248 2.5435743715763093 -0.21905217170715333 4.2279799960908431 0.94612803649902344 -0.035624814741594894 -0.078202858567237854 1.0922208657311006 -0.47109249668736608 -0.73897317886352543 1.1839826722578568 -0.11482283467316208 0.63827875455841421 0.56612711502955515 -0.33297514597574868 -0.66912133775908378 leaf_weight=1077 29 20 20 20 50 21 25 2515 168 103 31 20 22 5082 24 26 21 29 leaf_count=1077 29 20 20 20 50 21 25 2515 168 103 31 20 22 5082 24 26 21 29 internal_value=0 2.82272 -0.0186409 -0.0260329 -0.0316105 0.486171 1.47972 -0.0559081 0.297197 0.622982 0.147778 0.197194 0.188135 -0.0868792 -0.0291399 0.0077511 -0.115494 -0.566806 internal_weight=0 49 9254 9234 9214 413 66 8801 347 153 1159 45 1099 7642 2539 194 5103 60 internal_count=9303 49 9254 9234 9214 413 66 8801 347 153 1159 45 1099 7642 2539 194 5103 60 cat_boundaries=0 2 5 8 cat_threshold=17309952 2164260865 2148008192 0 134217728 379650048 1315242080 201329172 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=16 num_cat=5 split_feature=0 2 5 10 0 1 0 19 25 24 24 25 1 25 0 split_gain=3.85678e+06 3.30325e+06 2.28809e+06 1.29711e+06 1.13613e+06 759995 2.28002e+06 566274 511962 622423 359646 519584 309229 117046 64825.4 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 1211.5375000000001 123.63250000000001 293.06250000000006 287.36250000000007 518.68250000000012 0 1 2 3 736.8325000000001 4 486.41000000000003 decision_type=2 2 2 2 2 2 2 2 9 1 1 9 2 9 2 left_child=2 -2 3 4 7 10 -7 8 9 -1 14 -12 -8 -10 -6 right_child=1 -3 -4 -5 5 6 12 -9 13 -11 11 -13 -14 -15 -16 leaf_value=0.40912590715836511 0.63829311997726046 5.9209758090972899 3.3602613754272461 2.5181386139392852 -0.082676643627445881 4.1857001259213407 0.93666672210693369 1.5848063786824547 -0.032664359320527081 -0.097180384753428106 1.0146536504370827 0.073021794191996267 -0.73158347797393808 -0.11428353742136677 -0.68343035490616522 leaf_weight=480 29 20 20 20 82 21 25 21 2719 479 102 140 20 5102 23 leaf_count=480 29 20 20 20 82 21 25 21 2719 479 102 140 20 5102 23 internal_value=0 2.79449 -0.0184545 -0.0257725 -0.0312944 0.481309 1.46492 -0.0553491 -0.059272 0.157844 0.294225 0.494423 0.195222 -0.0859863 -0.195638 internal_weight=0 49 9254 9234 9214 413 66 8801 8780 959 347 242 45 7821 105 internal_count=9303 49 9254 9234 9214 413 66 8801 8780 959 347 242 45 7821 105 cat_boundaries=0 2 3 4 7 10 cat_threshold=16785664 2164260865 1117 960 2148008192 0 134217728 380174336 1315242080 201329172 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=17 num_cat=3 split_feature=0 2 5 25 10 24 0 1 12 3 0 0 1 12 25 0 split_gain=3.77999e+06 3.23751e+06 2.24254e+06 1.27197e+06 1.02406e+06 746844 860125 414694 358498 341710 164385 157840 328337 138215 92522.2 28870.4 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 1 375.58250000000004 438.04750000000007 312.37500000000006 542.10250000000008 3.0600000000000005 157.58975000000007 56.310000000000009 362.12500000000006 2 352.08500000000004 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 9 2 left_child=2 -2 3 4 5 6 7 -1 10 11 -7 13 15 14 -5 -13 right_child=1 -3 -4 9 -6 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=0.34907907460865223 0.63191021186524421 5.8617659621238705 3.3266586875915527 -0.032463614693226804 2.4378605732463656 -0.049440883876758268 2.0522953491210938 1.6749686019897463 1.0025202585521498 1.2288321924209595 0.30203462375617174 -0.10277179816334518 1.0518730640411378 0.65535020000934596 -0.11113149959719029 0.19707794427871705 leaf_weight=418 29 20 20 2099 21 767 35 25 38 20 161 97 37 25 5443 48 leaf_count=418 29 20 20 2099 21 767 35 25 38 20 161 97 37 25 5443 48 internal_value=0 2.76655 -0.0182565 -0.0255012 0.243808 0.213588 0.532007 0.423904 0.0500022 -0.0765002 0.0115371 -0.079968 0.211045 -0.0869674 -0.089428 -0.00351119 internal_weight=0 49 9254 9234 1465 1444 478 443 966 7769 928 7749 182 7567 7542 145 internal_count=9303 49 9254 9234 1465 1444 478 443 966 7769 928 7749 182 7567 7542 145 cat_boundaries=0 2 3 6 cat_threshold=17309952 2298478593 29 379654144 1181024352 201329156 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=37 num_cat=11 split_feature=25 4 0 18 2 24 25 2 3 14 2 24 25 3 2 1 0 0 4 2 24 5 25 24 0 25 24 25 0 1 11 0 1 0 1 26 split_gain=2.66332e+06 1.85987e+06 1.08999e+06 814733 342126 285601 240074 235008 682945 208790 173639 123155 121784 63441.1 61532.8 55165.9 53967.5 125508 37477.6 35261.4 33134 37701.6 26837.5 38159.1 48394.3 31255.1 26561 24912.5 21848.1 18299.7 16036.4 14376.3 13848.6 6852.56 5462.33 2589.22 threshold=0 1265.0725000000002 1219.7885000000003 636.15000000000009 1120.4650000000004 1 2 147.46662000000001 231.15000000000003 451.12500000000006 174.37500000000003 3 4 13.830000000000002 228.76800000000003 56.900000000000006 58.430000000000007 270.37500000000006 323.80000000000007 460.05000000000007 5 231.90000000000003 6 7 33.705000000000005 8 9 10 217.52000000000004 150.21700000000001 97.467500000000015 143.49000000000004 42.190000000000005 497.97750000000002 108.87000000000002 2022.5000000000002 decision_type=9 2 2 2 2 1 9 2 2 2 2 1 9 2 2 2 2 2 2 2 1 2 9 1 2 9 1 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 7 11 14 -7 -1 12 35 26 -9 19 20 28 22 -16 27 -22 23 29 25 -25 -14 -13 -18 32 31 34 -8 -19 -24 -2 right_child=6 -3 -4 -5 -6 9 18 8 -10 -11 -12 16 13 -15 15 -17 17 33 -20 -21 21 -23 30 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=-0.21156369074231626 0.33933186418480349 3.1711748663584394 2.2143751897638846 2.3187839031219482 1.4926628610362178 0.30676309134124924 -0.12018641930674025 0.44345324834187827 2.026407908526334 1.1535803095499675 0.57998513655229045 -0.20682381019592286 0.17044103389054957 -0.37075668747360646 -0.0713488594079629 -0.46741135857322003 0.30111015727886786 -0.37142077751159669 0.32495307731628414 0.4158229001363119 -0.050761612706571015 0.28359544699532646 -0.11841219779214582 0.042492678515116379 0.36092534850625435 -0.10798128475514494 -0.0051722970251309678 -0.056697092749583677 0.69002701473236083 -0.40470316626808861 0.14949130708521063 -0.3123199037405161 0.14770482683181763 -0.12638716561453683 -0.22913488939073351 0.4241392096877098 leaf_weight=173 72 24 31 20 23 988 549 39 22 30 33 265 132 37 39 22 52 25 20 24 925 35 4514 290 34 248 226 229 20 22 22 39 20 21 45 72 leaf_count=173 72 24 31 20 23 988 549 39 22 30 33 265 132 37 39 22 52 25 20 24 925 35 4514 290 34 248 226 229 20 22 22 39 20 21 45 72 internal_value=0 0.409676 0.361773 0.316445 0.28433 0.261624 -0.0729742 0.0145948 0.402669 0.328492 -0.080838 -0.0121759 0.117002 0.022874 0.114587 -0.0363048 -0.0568503 0.148463 -0.106999 0.11424 -0.0739036 -0.0381739 -0.108678 -0.0637439 -0.00487956 -0.028088 0.0641954 -0.139736 0.409143 -0.119687 -0.119593 -0.121141 -0.11077 -0.259558 -0.119505 0.356948 internal_weight=0 1322 1298 1267 1247 1224 8060 2257 146 1018 206 2111 539 395 124 85 1572 118 5803 63 1454 960 5783 1163 572 538 358 494 72 591 4620 4598 569 46 4559 144 internal_count=9382 1322 1298 1267 1247 1224 8060 2257 146 1018 206 2111 539 395 124 85 1572 118 5803 63 1454 960 5783 1163 572 538 358 494 72 591 4620 4598 569 46 4559 144 cat_boundaries=0 1 2 5 6 9 10 13 14 17 18 21 cat_threshold=17310080 384 75497472 3708026913 134218256 1042 0 16777217 16 641 2147569664 1048770 296964 3130 65536 194 2048 2 8388608 84148256 134217728 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=40 num_cat=13 split_feature=25 4 2 1 1 1 12 24 3 4 1 25 2 3 26 24 25 1 2 3 8 8 1 24 4 2 25 25 24 24 25 1 18 7 1 25 1 25 26 split_gain=2.61034e+06 1.82286e+06 1.00251e+06 825795 510582 809319 728651 640422 417275 386139 377762 235284 230336 669355 198334 120769 116010 80196.8 60308.2 58135.4 55611.9 69071.6 54068.1 36937.6 36732 34559.7 33680.2 26297.6 37392 22986.1 20088.9 17935.5 15726.8 15237.8 13573.1 12510.3 9104.09 4546.9 759.406 threshold=0 1265.0725000000002 437.62500000000006 330.61600000000004 665.43750000000011 31.849500000000003 177.35000000000002 1 346.12500000000006 10.942500000000003 462.80000000000007 2 147.46662000000001 231.15000000000003 2022.5000000000002 3 4 1058.7500000000002 228.76800000000003 13.830000000000002 201.18750000000003 303.97500000000008 56.900000000000006 5 323.80000000000007 460.05000000000007 6 7 8 9 10 150.21700000000001 42.494000000000007 3.4566000000000008 42.190000000000005 11 263.99500000000006 12 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 2 2 9 2 2 2 1 9 2 2 2 2 2 2 1 2 2 9 9 1 1 9 2 2 2 2 9 2 9 2 left_child=1 2 4 14 5 7 10 9 -9 -1 -7 12 15 18 -4 16 38 -6 -14 29 23 -22 25 30 27 -20 -25 28 31 -18 -17 34 36 35 -13 -30 37 -29 -2 right_child=11 -3 3 -5 17 6 -8 8 -10 -11 -12 24 13 -15 -16 20 19 -19 22 -21 21 -23 -24 26 -26 -27 -28 32 33 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=0.5599254973856812 0.32072036778384994 3.1394632418950397 1.2339728007597082 2.7217693209250768 -1.2445304870605469 0.42697326921161854 2.7916645679473882 -0.11149274815882702 1.1245693654027478 -0.37310614216084381 1.7141601295471192 -0.1189845530175772 0.4390187180347932 2.0061438248374244 0.1184242417017619 -0.031251020178330688 0.15714117409632755 -0.38712890913089121 -0.070635372430850302 -0.37511646979195734 0.59017379604536913 -0.13506845553716024 -0.46273723862387917 0.024506425271268752 0.32170353507995608 0.41166469097137454 -0.083768823301875503 -0.17584406429053473 0.062731733523340674 -0.012389647539924173 -0.21181326532560121 -0.40065612792968752 0.16115650033950807 -0.21351976134560324 0.14622777748107912 -0.033041381125124343 -0.33276076745986943 -0.11563514262269686 0.36262957079270308 leaf_weight=468 88 24 34 30 20 95 20 469 29 49 30 549 39 22 30 103 120 24 39 35 29 24 22 478 20 24 705 203 227 211 233 22 20 33 20 312 20 4377 85 leaf_count=468 88 24 34 30 20 95 20 469 29 49 30 549 39 22 30 103 120 24 39 35 29 24 22 478 20 24 705 203 227 211 233 22 20 33 20 312 20 4377 85 internal_value=0 0.40558 0.358155 1.35278 0.280502 0.320609 1.01945 0.220774 -0.0387354 0.462548 0.735898 -0.0722465 0.0144445 0.398643 0.711059 -0.0120588 0.115862 -0.776857 0.113441 0.0121308 -0.0562985 0.261762 -0.0359417 -0.0677667 -0.105931 0.113098 -0.0401807 -0.107593 -0.0631121 0.0534448 -0.158965 -0.11849 -0.118397 -0.00484202 -0.109663 0.00784433 -0.11987 -0.11894 0.322661 internal_weight=0 1322 1298 94 1204 1160 145 1015 498 517 125 8060 2257 146 64 2111 539 44 124 366 1572 53 85 1519 5803 63 1183 5783 1163 331 336 591 4620 572 569 539 4600 4580 173 internal_count=9382 1322 1298 94 1204 1160 145 1015 498 517 125 8060 2257 146 64 2111 539 44 124 366 1572 53 85 1519 5803 63 1183 5783 1163 331 336 591 4620 572 569 539 4600 4580 173 cat_boundaries=0 1 2 5 6 9 10 12 15 16 17 20 23 25 cat_threshold=17310080 1127 75497472 3708026913 134218256 1042 67108864 16777217 16 640 8388608 1409548320 2147569664 1048770 296964 3130 2 67108864 1 16 65536 130 2048 2097152 2162688 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=36 num_cat=9 split_feature=25 4 10 8 2 10 11 3 3 24 3 4 25 10 2 26 24 16 7 24 8 8 25 26 11 11 1 4 25 24 25 1 7 26 26 split_gain=2.55845e+06 1.78658e+06 1.27923e+06 939345 643939 635999 934060 530038 550165 333302 232325 205169 199967 188518 152845 146093 130975 177746 115036 100002 107655 201925 69073.7 137367 73891.4 29097.8 28433.2 7793.01 6783.87 6918.75 6478.67 6070.45 5134.12 48.9266 5.46016 threshold=0 1265.0725000000002 44.350000000000009 637.20000000000016 302.43750000000006 219.79500000000002 31.602000000000004 51.475000000000009 466.8300000000001 1 593.34250000000009 43.440000000000005 2 595.50000000000011 532.72500000000014 2022.5000000000002 3 1.7878000000000001 154.27494000000004 4 226.95300000000003 285.37500000000006 5 2022.5000000000002 366.17750000000007 144.05250000000004 89.100000000000009 256.61250000000007 6 7 8 87.162500000000009 53.520000000000003 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 1 2 2 1 2 2 9 2 2 2 2 2 9 1 9 2 2 2 2 left_child=1 2 4 5 9 6 -4 14 -9 15 12 13 19 -7 -6 -1 18 -18 -11 26 22 -22 23 -21 -24 27 30 28 31 -30 33 -14 -23 -2 -32 right_child=10 -3 3 -5 7 11 -8 8 -10 16 -12 -13 25 -15 -16 -17 17 -19 -20 20 21 32 24 -25 -26 -27 -28 -29 29 -31 34 -33 -34 -35 -36 leaf_value=0.3284464845753679 -0.081712371538270198 3.1080685424804688 3.4754278020858766 3.2712281904220584 1.0026918660039488 -0.50968630034348061 0.48945689721540975 3.0108473078409834 0.74797746484929861 -0.11188712370212262 0.93198813811592429 1.1608111099574878 -0.13156538560701161 0.70262681494588441 -0.059245278708862537 0.90109785056408542 0.23179870127455957 -0.63193825454711916 0.59205878906249998 0.58464022135330462 1.1376744000116985 -0.060949848810831701 -0.019291280023811579 -0.092130475591440678 0.53816171685854597 0.26699703407287595 -0.56263938236236566 0.081796699047088625 -0.074483510007396572 -0.11424785976389105 -0.22938148103441511 -0.29863251382654366 0.14589391326904297 -0.095432755339379408 -0.23333122158050537 leaf_weight=99 53 24 20 20 23 29 22 21 22 325 23 23 1906 23 33 81 507 25 25 59 24 30 2572 61 24 20 20 20 762 2253 70 22 20 51 70 leaf_count=99 53 24 20 20 23 29 22 21 22 325 23 23 1906 23 33 81 507 25 25 59 24 30 2572 61 24 20 20 20 762 2253 70 22 20 51 70 internal_value=0 0.401524 0.354573 1.26846 0.246733 0.926109 1.91135 1.01808 1.8531 0.174827 -0.0715292 0.374376 -0.07449 0.0265291 0.376907 0.55529 0.0898673 0.187682 -0.059894 -0.0105334 0.00734503 0.383697 -0.00288199 0.222106 -0.0140834 -0.113439 -0.192849 -0.115201 -0.115998 -0.104477 -0.170441 -0.132783 0.0217877 -0.0806827 -0.215933 internal_weight=0 1322 1298 137 1161 117 42 99 43 1062 8060 75 8037 52 56 180 882 532 350 3054 2790 74 2716 120 2596 4983 264 4963 4943 3015 244 1928 50 104 140 internal_count=9382 1322 1298 137 1161 117 42 99 43 1062 8060 75 8037 52 56 180 882 532 350 3054 2790 74 2716 120 2596 4983 264 4963 4943 3015 244 1928 50 104 140 cat_boundaries=0 1 2 5 6 7 9 12 13 16 cat_threshold=17310080 33 2223050752 3708026915 134253072 2436 128 0 16777217 1113588764 543247376 73728 69 2222981120 0 2064 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=34 num_cat=5 split_feature=25 4 10 8 10 11 0 1 1 0 4 3 4 25 10 5 12 6 0 10 25 0 25 26 0 19 11 8 0 6 3 4 25 split_gain=2.50756e+06 1.75103e+06 1.25378e+06 920652 623343 915472 452809 681862 1.553e+06 363918 228192 227703 201086 196002 184766 169904 139092 134861 96406.6 236647 186557 165653 91509 144190 88515.5 37257.6 28519.3 27732.3 20883.3 16333 15391.6 11339.1 6848.79 threshold=0 1265.0725000000002 44.350000000000009 637.20000000000016 219.79500000000002 31.602000000000004 3.0600000000000005 802.66250000000002 293.06250000000006 86.390000000000029 13.037000000000001 593.34250000000009 43.440000000000005 1 595.50000000000011 52.547500000000007 233.82500000000002 171.03750000000002 28.484500000000004 67.800000000000011 2 497.97750000000002 3 2022.5000000000002 218.97000000000003 190.42000000000004 144.05250000000004 226.95300000000003 196.64500000000001 21.101500000000005 116.57500000000002 234.05814000000001 4 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 9 left_child=1 2 6 4 5 -4 10 8 9 -8 15 13 14 18 -6 16 -1 30 22 20 24 -22 23 -2 -20 27 28 -24 31 -17 -12 32 -15 right_child=11 -3 3 -5 12 -7 7 -9 -10 -11 17 -13 -14 26 -16 29 -18 -19 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.26805208126446872 0.58783655074334917 3.0769878991444903 3.4406735992431643 3.2385158691406253 -0.50458944123366789 0.48456237012689762 1.6749424567222597 -0.98908751791173755 2.7671967969621933 0.22290367480781342 -0.36814638415972389 0.92266830983369252 1.1492030110566511 -0.13060244853222813 0.69560053669888033 -0.45689961801256451 -0.52108819629835046 0.45544727134704588 0.14779415279168348 1.1917119798206148 -0.022043932050761609 -0.96238480277683425 -0.048915106729307808 -0.081321055853544766 0.71066321587075987 0.37902089527675081 0.26432707977294922 0.16343755343603711 -0.35402867635091151 -0.10413586639222645 -0.65943898861224837 0.12532549285888672 -0.10208144939566975 leaf_weight=773 62 24 20 20 29 22 20 22 35 126 60 23 23 1843 23 35 23 20 65 21 101 23 2582 67 49 21 20 63 36 21 26 20 3064 leaf_count=773 62 24 20 20 29 22 20 22 35 126 60 23 23 1843 23 35 23 20 65 21 101 23 2582 67 49 21 20 63 36 21 26 20 3064 internal_value=0 0.397509 0.351028 1.25578 0.916848 1.89223 0.244266 0.673284 0.87534 0.421813 0.153357 -0.0708162 0.370632 -0.0737475 0.0262638 0.207794 0.24525 -0.2842 -0.0104281 0.174107 0.0843186 -0.181801 -0.0275655 0.223003 0.358299 -0.0403747 -0.112309 -0.0438572 -0.114053 -0.324613 -0.456212 -0.112299 -0.113268 internal_weight=0 1322 1298 137 117 42 1161 203 181 146 958 8060 75 8037 52 852 796 106 3054 259 238 124 2795 129 114 2666 4983 2645 4963 56 86 4927 4907 internal_count=9382 1322 1298 137 117 42 1161 203 181 146 958 8060 75 8037 52 852 796 106 3054 259 238 124 2795 129 114 2666 4983 2645 4963 56 86 4927 4907 cat_boundaries=0 1 4 6 8 11 cat_threshold=17310080 2223050752 3708026915 134253072 2155872256 335544352 0 16777217 1080034332 543247376 73728 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=36 num_cat=5 split_feature=25 4 10 10 4 2 1 5 25 2 0 1 1 5 9 26 5 5 25 26 5 2 0 0 4 6 7 25 0 10 2 0 0 2 25 split_gain=2.45769e+06 1.71618e+06 1.22883e+06 772334 1.08795e+06 630291 512816 395994 222592 224454 397880 189442 333993 175337 154461 144374 70140.7 209069 79990.4 106654 72799.7 58568.1 43458.5 45598.5 35357.7 40041.1 28752.8 26089.9 39593.1 22398.6 18246.4 16699.3 13185 11024.9 6555.25 threshold=0 1265.0725000000002 44.350000000000009 130.94000000000003 129.39000000000001 302.43750000000006 300.91450000000003 593.34250000000009 1 147.46662000000001 143.49000000000004 802.66250000000002 31.849500000000003 39.441250000000004 52.345500000000008 2022.5000000000002 251.25000000000003 460.42500000000007 2 2022.5000000000002 336.94125000000003 515.86500000000012 58.430000000000007 270.37500000000006 323.80000000000007 288.59250000000003 3.9885000000000006 3 223.66250000000002 337.50000000000006 206.55000000000004 134.19600000000003 185.92344000000003 244.35500000000002 4 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 left_child=1 2 5 -4 14 7 13 11 9 16 21 12 -1 15 29 -7 18 20 19 -2 -18 30 26 -24 25 27 -20 28 31 -5 -11 -10 34 -32 -29 right_child=8 -3 3 4 -6 6 -8 -9 24 10 -12 -13 -14 -15 -16 -17 17 -19 22 -21 -22 -23 23 -25 -26 -27 -28 32 -30 -31 33 -33 -34 -35 -36 leaf_value=0.16610614023862347 0.5154695138335228 3.0462179724375411 3.0592379970550536 0.9135096192359925 2.5749288438161217 1.3082392206499653 2.1802508401870728 -0.94292018844235326 -0.07163618783474314 -0.22564693164825439 1.5704627116521201 -0.57883877615133916 0.76992380441403852 -0.20481754393804644 -0.15954175780801211 0.21847056311368943 0.34596042881841244 -0.40627115387182972 -0.0427735239328427 -0.061845989525318147 1.1708960094451906 0.56338307721274239 0.27440982607908027 -0.081353406194717662 0.3166856667995453 0.34216623735427859 -0.21190343134871154 -0.18970702185616667 0.36078168324061799 0.50228438589308 0.31534245395660399 -0.30241876006126406 -0.37589746475219726 0.04049518660262779 -0.11481401141818044 leaf_weight=899 64 24 20 26 30 31 27 31 1553 20 24 30 102 21 34 20 23 26 1659 64 20 28 86 62 20 20 107 164 21 27 20 32 20 54 3973 leaf_count=899 64 24 20 26 30 31 27 31 1553 20 24 30 102 21 34 20 23 26 1659 64 20 28 86 62 20 20 107 164 21 27 20 32 20 54 3973 internal_value=0 0.393534 0.347517 1.24322 0.93279 0.241823 1.00495 0.170684 -0.070111 0.0142085 0.393469 0.204167 0.227634 0.564217 0.366535 0.880879 -0.0119544 0.301623 -0.0225503 0.210376 0.729651 0.161929 -0.0390227 0.125374 -0.102874 -0.104503 -0.0530209 -0.106053 -0.0701436 0.704018 0.0423473 -0.0762955 -0.11947 0.114778 -0.118519 internal_weight=0 1322 1298 137 117 1161 99 1062 8060 2257 146 1031 1001 72 87 51 2111 69 2042 128 43 122 1914 148 5803 5783 1766 5763 1606 53 94 1585 4157 74 4137 internal_count=9382 1322 1298 137 117 1161 99 1062 8060 2257 146 1031 1001 72 87 51 2111 69 2042 128 43 122 1914 148 5803 5783 1766 5763 1606 53 94 1585 4157 74 4137 cat_boundaries=0 1 4 6 9 11 cat_threshold=17310080 75497472 3708026913 134218256 0 16777217 2416005122 34607298 67553284 2097152 65536 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=34 num_cat=10 split_feature=25 5 0 24 2 20 1 25 3 0 2 10 8 8 24 11 25 4 25 24 25 0 1 10 25 0 18 0 1 8 24 0 10 split_gain=2.9674e+06 2.44874e+06 1.25406e+06 802657 786951 450135 436001 315788 348580 266836 270327 253795 179638 232470 205080 162119 136110 85147 68774.6 74268.4 22133.9 18928.6 16448.3 9102 8814.63 12322.8 7299.85 7707.73 2988.72 2107.63 1489.17 1258.64 29.4866 threshold=0 1341.6425000000002 1205.5225000000003 1 817.62000000000012 73.46250000000002 438.04750000000007 2 593.34250000000009 173.94850000000002 58.875000000000007 73.46250000000002 226.95300000000003 331.12500000000006 3 360.14500000000004 4 329.58750000000003 5 6 7 242.38250000000002 144.56250000000003 73.46250000000002 8 83.65000000000002 42.494000000000007 27.463980000000003 68.280000000000015 431.62500000000006 9 4.1810000000000009 175.23750000000004 decision_type=9 2 2 1 2 2 2 9 2 2 2 2 2 2 1 2 9 2 9 1 9 2 2 2 9 2 2 2 2 2 1 2 2 left_child=1 2 3 4 6 9 11 8 12 17 -11 -1 14 -14 18 16 -16 -5 19 -2 22 -20 23 26 30 28 27 -9 31 -15 -22 -26 -25 right_child=7 -3 -4 5 -6 -7 -8 20 -10 10 -12 -13 13 29 15 -17 -18 -19 21 -21 24 -23 -24 32 25 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=0.42151226536121245 0.15559727771807524 3.9461242523193358 2.6790995393134653 -0.0058166689948103891 2.5910245366096496 1.4096411499023438 1.6195069586264119 -0.079180762543509739 1.3407834358215331 1.1052494208757266 -0.18641153408930852 1.1717679824352265 1.1969572534232304 0.1568665849594843 0.34123642293712764 0.94760311121032348 0.030744233118654488 -0.48252375998148106 -0.15986835835129024 -0.11145160777472224 -0.12119983142422092 -0.45819154652682215 -0.28798377088598304 -0.21127914554398991 -0.1214711574604987 0.12975770574808121 0.11816825342178344 0.0039848783637295247 -0.010364878463745118 0.027116318979570942 -0.23654356451595532 -0.089320497059915946 -0.22788142204284667 leaf_weight=459 167 20 24 435 20 25 37 1754 20 43 26 50 29 21 148 21 1392 41 640 243 114 22 37 23 2954 20 20 119 25 31 126 127 20 leaf_count=459 167 20 24 435 20 25 37 1754 20 43 26 50 29 21 148 21 1392 41 640 243 114 22 37 23 2954 20 20 119 25 31 126 127 20 internal_value=0 0.4728 0.416991 0.3692 0.631606 0.095873 0.5714 -0.0620589 0.0253383 0.0373675 0.618537 0.495211 0.0157378 0.479587 0.00146826 0.0744229 0.0629992 -0.0468776 -0.104485 -0.00156319 -0.106777 -0.167256 -0.0787282 -0.0751356 -0.122936 -0.117294 -0.0718677 -0.0738969 -0.119262 0.0795155 -0.188795 -0.120146 -0.219001 internal_weight=0 1180 1160 1136 566 570 546 8073 2734 545 69 509 2714 81 2633 1561 1540 476 1072 410 5339 662 1973 1936 3366 3126 1893 1873 3106 52 240 3081 43 internal_count=9253 1180 1160 1136 566 570 546 8073 2734 545 69 509 2714 81 2633 1561 1540 476 1072 410 5339 662 1973 1936 3366 3126 1893 1873 3106 52 240 3081 43 cat_boundaries=0 1 2 5 6 8 10 11 14 17 18 cat_threshold=532736 347 329252992 2634285218 134217744 2945 16777216 151257088 128 469762210 513 2214679104 1109921856 101238860 0 16385 512 965 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=47 num_cat=12 split_feature=25 7 4 7 24 0 2 0 10 5 25 3 24 3 0 0 24 0 1 25 26 1 3 16 0 4 25 25 1 25 0 24 25 3 0 0 0 0 4 26 0 24 1 26 26 7 split_gain=2.90834e+06 2.44034e+06 4.00187e+06 1.34569e+06 958287 1.45982e+06 993924 435750 328553 333589 309607 341636 287512 267095 171087 500790 161798 291476 287355 171194 152821 151947 144362 81924.5 44799.3 71207 40081.3 21974.7 16952.1 9312.35 8889.01 11748.3 14421.6 8582.55 7472.55 7402.53 6977.59 7197.9 5958.24 4741.91 3083.12 1731.01 2304.9 1545.33 98.3905 17.6028 threshold=0 319.12500000000006 540.74500000000012 595.50000000000011 1 210.75000000000003 217.52000000000004 543.33000000000004 114.60000000000002 39.441250000000004 2 593.34250000000009 3 346.12500000000006 311.67500000000007 123.63250000000001 4 228.76800000000003 68.280000000000015 5 2022.5000000000002 308.62500000000006 660.85000000000002 19.874125000000003 242.38250000000002 190.53000000000003 6 7 144.56250000000003 8 27.463980000000003 9 10 103.77628000000001 105.51500000000001 658.43000000000006 83.65000000000002 223.66250000000002 355.79500000000007 2022.5000000000002 53.520000000000003 11 68.280000000000015 2022.5000000000002 2022.5000000000002 1071.6575 decision_type=9 2 2 2 1 2 2 2 2 2 9 2 1 2 2 2 1 2 2 9 2 2 2 2 2 2 9 9 2 9 2 1 9 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 4 3 -3 5 8 7 -7 9 12 11 16 -1 14 15 23 24 19 20 44 -19 -21 -15 -6 25 26 -2 28 30 39 31 32 -12 -33 41 -16 40 -38 -27 -29 -32 43 -43 -31 -18 -5 right_child=10 2 -4 45 13 6 -8 -9 -10 -11 27 -13 -14 22 35 -17 17 18 -20 21 -22 -23 -24 -25 -26 38 -28 29 -30 34 36 33 -34 -35 -36 -37 37 -39 -40 -41 -42 42 -44 -45 -46 -47 leaf_value=0.16790139081401212 -0.0054366966519322421 2.4123006121317547 5.4385846466064462 -0.366896259134466 -0.11463783854150517 2.3414891452789308 3.8843746376037598 0.3940188026428223 -0.57111900639533997 -0.54805219803537641 0.057553302406245822 1.3273755884170533 0.75708645454824797 1.2762695757548015 -0.79628946495056152 1.4473843284275223 0.39319222063631631 -0.3298878466089567 1.6254577272588557 -0.0046375081670927817 0.68431250156500401 0.627322146097819 0.21934555224009925 0.36150929903984069 -0.46888132341446415 0.16259245277941226 -0.15601072504560448 -0.15076265390254251 -0.30264778792858127 -0.058824060512643286 0.038133121270399827 -0.11195518478730965 -0.06448205942309955 0.088484663746573697 0.073002555597396129 -0.53046894940462974 -0.11662039240201315 0.1053511229015532 0.36735664226390696 -0.23966563184722131 0.20328086900711062 -0.12026308184268729 -0.029122222491673063 -0.1050788406251182 0.37665384292602538 -0.35393374061584476 leaf_weight=145 276 30 25 22 374 20 20 27 30 28 107 20 282 24 20 23 74 24 22 1556 39 39 28 40 31 30 526 121 32 147 26 737 670 22 21 22 48 21 27 119 20 3078 28 142 70 20 leaf_count=145 276 30 25 22 374 20 20 27 30 28 107 20 282 24 20 23 74 24 22 1556 39 39 28 40 31 30 526 121 32 147 26 737 670 22 21 22 48 21 27 119 20 3078 28 142 70 20 internal_value=0 0.468072 1.99158 0.794703 0.335939 0.622368 2.01725 1.22273 0.442505 0.509337 -0.0614376 0.0251 0.578674 0.0259736 -0.0474331 0.0111571 0.0155958 0.0693798 0.641541 0.0418123 0.29795 0.0107474 0.707157 -0.0686333 -0.0943506 -0.0819328 -0.106205 -0.105716 -0.0742418 -0.119963 -0.0702645 -0.0766135 -0.0471589 -0.104765 -0.114717 -0.65705 0.0145363 -0.0490638 0.259586 -0.18705 0.109936 -0.116216 -0.119058 -0.0788239 0.360143 -0.360724 internal_weight=0 1180 97 72 1083 552 67 47 485 455 8073 2734 427 531 479 437 2714 1824 85 1739 63 1595 52 414 890 859 802 5339 1683 3656 1651 1536 777 759 3416 42 115 69 57 240 46 3395 3106 289 144 42 internal_count=9253 1180 97 72 1083 552 67 47 485 455 8073 2734 427 531 479 437 2714 1824 85 1739 63 1595 52 414 890 859 802 5339 1683 3656 1651 1536 777 759 3416 42 115 69 57 240 46 3395 3106 289 144 42 cat_boundaries=0 1 2 5 6 7 9 12 15 18 19 22 23 cat_threshold=532736 95 329252992 2634285218 134217744 20 2944 16777216 2298478592 0 67108994 16 2214613056 1109397568 34113548 0 16385 512 2978 67108864 1073741824 2048 64 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=35 num_cat=10 split_feature=25 5 0 24 2 20 1 25 3 0 0 10 8 8 24 11 25 0 4 25 0 25 0 25 24 25 26 1 10 1 8 0 26 26 split_gain=2.85134e+06 2.37467e+06 1.21677e+06 774570 768381 437652 423391 303474 334950 258263 265891 247612 181551 223033 205160 158062 130211 128603 85546.4 67459.2 56599.7 30036.4 24887.9 13636.1 13436.2 18991.2 13503.1 11194.4 8713.83 2794.23 1630.93 855.909 31.8974 0.663314 threshold=0 1341.6425000000002 1205.5225000000003 1 817.62000000000012 73.46250000000002 438.04750000000007 2 593.34250000000009 173.94850000000002 462.80000000000007 73.46250000000002 226.95300000000003 331.12500000000006 3 360.14500000000004 4 362.12500000000006 329.58750000000003 5 28.484500000000004 6 104.12500000000001 7 8 9 2022.5000000000002 144.56250000000003 73.46250000000002 68.280000000000015 431.62500000000006 66.112500000000011 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 2 2 9 2 2 2 2 2 2 1 2 9 2 2 9 2 9 2 9 1 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 11 8 12 18 -11 -1 14 -14 19 16 -16 21 -5 20 -2 24 -21 27 26 33 -9 28 -23 31 -15 -25 -27 -26 right_child=7 -3 -4 5 -6 -7 -8 17 -10 10 -12 -13 13 30 15 -17 -18 -19 -20 22 -22 23 -24 29 25 32 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.41173053538877197 -0.052968660730618143 3.8838463630676268 2.6367163278659183 -0.0064732860888557873 2.5552582325935367 1.3883628116607667 1.592443532170476 0.01417901532990592 1.3141018123626709 1.2553757326530688 0.012670482794443768 1.1527909361839295 1.1847769290003283 0.15400488580976215 0.33503120724158952 0.93630854595275159 0.031328139085630403 0.69539508247375492 -0.48429712481615023 -0.17009071870644887 0.32189992297779435 -0.07208032554082297 -0.52097933269682384 -0.11556230898710933 -0.13460448386452414 -0.37620689766747611 -0.21313107412688589 -0.25593628093174525 -0.21611275909945021 -0.0099092426300048837 0.039101727167765297 -0.17211514631907146 -0.3867008034388224 -0.13616473551149721 leaf_weight=459 476 20 24 435 20 25 37 56 20 33 36 50 29 21 148 21 1394 20 41 540 44 1813 21 3036 55 56 49 35 43 25 30 27 60 54 leaf_count=459 476 20 24 435 20 25 37 56 20 33 36 50 29 21 148 21 1394 20 41 540 44 1813 21 3036 55 56 49 35 43 25 30 27 60 54 internal_value=0 0.463469 0.408492 0.361417 0.619183 0.0929665 0.559605 -0.0608253 0.0246154 0.0352504 0.607008 0.484526 0.0152382 0.484571 0.00103747 0.0741145 0.0628532 -0.104784 -0.0476304 -0.104344 -0.0208481 -0.107996 -0.180017 -0.101157 -0.201986 -0.251174 -0.0839078 -0.0783442 -0.0754173 -0.11483 0.0864148 -0.116061 -0.351346 -0.124001 internal_weight=0 1180 1160 1136 566 570 546 8073 2744 545 69 509 2724 80 2644 1563 1542 5329 476 1081 520 5309 561 4979 330 225 105 1891 1856 3088 51 3063 116 109 internal_count=9253 1180 1160 1136 566 570 546 8073 2744 545 69 509 2724 80 2644 1563 1542 5329 476 1081 520 5309 561 4979 330 225 105 1891 1856 3088 51 3063 116 109 cat_boundaries=0 1 2 5 6 8 10 13 16 17 20 cat_threshold=532736 347 329256960 2634285218 134217744 2945 16777216 151257088 41943040 469762210 128 81921 512 2214675008 1109921856 101238860 673 0 16384 512 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=46 num_cat=12 split_feature=25 7 4 7 24 0 2 0 8 24 25 3 3 5 8 8 24 0 0 11 3 25 1 16 25 0 25 0 1 25 0 24 25 3 0 0 0 0 26 0 8 24 1 26 6 split_gain=2.79454e+06 2.37744e+06 3.90494e+06 1.31666e+06 930024 1.41394e+06 965930 429526 343206 308658 297760 328147 259715 223249 171992 223707 194263 170677 487178 155282 141139 128832 112694 79793.5 66177.8 72500.4 21124.2 18066.3 16433 9044.15 8600.08 11554.7 14152.3 8417.31 7356.54 7257.9 6924.56 6840.73 4560.63 3024.43 2019.37 1743.41 2225.66 1515.07 918.44 threshold=0 319.12500000000006 540.74500000000012 595.50000000000011 1 210.75000000000003 217.52000000000004 543.33000000000004 303.97500000000008 2 3 593.34250000000009 346.12500000000006 64.050000000000011 226.95300000000003 331.12500000000006 4 311.67500000000007 123.63250000000001 360.14500000000004 660.85000000000002 5 100.46247000000001 19.874125000000003 6 28.484500000000004 7 242.38250000000002 144.56250000000003 8 27.463980000000003 9 10 103.77628000000001 658.43000000000006 105.51500000000001 83.65000000000002 223.66250000000002 2022.5000000000002 53.520000000000003 431.62500000000006 11 68.280000000000015 2022.5000000000002 165.55000000000004 decision_type=9 2 2 2 1 2 2 2 2 1 9 2 2 2 2 2 1 2 2 2 2 9 2 2 9 2 9 2 2 9 2 1 9 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 4 3 -3 5 8 7 -7 9 22 11 14 17 -11 16 -16 24 18 23 21 -14 -18 -1 -6 25 -2 28 -26 30 38 31 32 -12 -33 -19 41 39 -38 -28 -32 -17 43 -43 -31 -5 right_child=10 2 -4 44 12 6 -8 -9 -10 13 26 -13 20 -15 15 40 19 34 -20 -21 -22 -23 -24 -25 27 -27 29 -29 -30 35 36 33 -34 -35 -36 -37 37 -39 -40 -41 -42 42 -44 -45 -46 leaf_value=0.0090358766152040804 -0.038865010784373752 2.3803100814819338 5.3675556838989262 -0.40722125226801092 -0.11488627097584347 2.3108006305694579 3.8239545950889591 0.37728937996758355 -0.66210521062215166 0.77245190851204759 0.057735396491156686 1.3009607453346252 1.2575093571345013 -0.32102453708648682 1.1729292007972454 0.15246483621143159 0.33189294139041176 -0.79699637222290043 1.4257883785081946 0.92694546120507382 0.21245145423071726 0.029818545834144068 0.81260781669616711 0.35502740955352785 -0.15609337248560043 0.46412773993707473 -0.14805880593859461 -0.44754229892383929 -0.2976565307378769 -0.057084350446049044 0.038472593747652495 -0.11011486809159879 -0.063094924506566979 0.088386082432486787 -0.53200296098535715 0.072563852752958027 -0.11466490606466928 0.10172923860095796 -0.2352458045863304 0.20204088735580444 0.025460409349010837 -0.11791880778279071 -0.028358235018593924 -0.10288404879435686 -0.31358937835693362 leaf_weight=137 379 30 25 22 374 20 20 27 27 281 107 20 24 20 29 21 148 20 23 21 28 1392 20 40 640 31 121 22 32 147 26 737 670 22 22 21 48 21 119 20 31 3078 28 142 20 leaf_count=137 379 30 25 22 374 20 20 27 27 281 107 20 24 20 29 21 148 20 23 21 28 1392 20 40 640 31 121 22 32 147 26 737 670 22 22 21 48 21 119 20 31 3078 28 142 20 internal_value=0 0.458834 1.96255 0.780259 0.328389 0.610558 1.98331 1.20006 0.433509 0.498097 -0.0602125 0.0246531 0.0231269 0.677294 0.0153386 0.46921 0.00137599 -0.0493053 0.00921456 0.072381 0.694786 0.0611978 0.104731 -0.069484 -0.101745 -0.000813998 -0.103635 -0.163312 -0.0727768 -0.117604 -0.068859 -0.075104 -0.0459333 -0.103004 -0.65819 -0.112442 0.0145522 -0.0488058 -0.183637 0.109589 0.0767507 -0.113917 -0.116736 -0.0769262 -0.362635 internal_weight=0 1180 97 72 1083 552 67 47 485 458 8073 2734 531 301 2714 81 2633 479 437 1561 52 1540 157 414 1072 410 5339 662 1683 3656 1651 1536 777 759 42 3416 115 69 240 46 52 3395 3106 289 42 internal_count=9253 1180 97 72 1083 552 67 47 485 458 8073 2734 531 301 2714 81 2633 479 437 1561 52 1540 157 414 1072 410 5339 662 1683 3656 1651 1536 777 759 42 3416 115 69 240 46 52 3395 3106 289 42 cat_boundaries=0 1 2 3 6 7 9 11 14 17 18 21 22 cat_threshold=532736 95 20 329252992 2634285218 134217744 2945 16777216 151257088 128 469762210 2214613056 1109397568 34113548 0 16385 512 2978 67108864 1073741824 2048 64 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=45 num_cat=11 split_feature=25 7 4 7 24 2 26 1 25 3 3 10 8 8 8 24 11 2 3 24 25 6 16 25 24 1 25 1 1 25 10 7 6 26 26 24 1 8 1 26 10 6 6 1 split_gain=2.73889e+06 2.33013e+06 3.82723e+06 1.29045e+06 911516 752492 1.2203e+06 522391 291896 321610 254546 225462 194723 168560 219255 190448 152183 146165 138330 134730 126444 118191 155756 64860.8 72358.7 27462.7 20703.5 16105.9 11518.4 8864.17 8499.47 6604.24 6356.84 6126.77 4469.87 2502.3 2026.01 1979.18 1495.33 1474.17 1102.88 900.164 514.288 150.378 threshold=0 319.12500000000006 540.74500000000012 595.50000000000011 1 20.000500000000006 2022.5000000000002 488.75250000000005 2 593.34250000000009 346.12500000000006 73.46250000000002 154.71744000000004 226.95300000000003 331.12500000000006 3 360.14500000000004 410.11250000000001 660.85000000000002 4 5 52.300500000000007 19.874125000000003 6 7 77.02500000000002 8 144.56250000000003 40.213800000000006 9 73.46250000000002 73.46250000000002 96.632500000000022 2022.5000000000002 2022.5000000000002 10 68.280000000000015 431.62500000000006 0.69000000000000006 2022.5000000000002 46.481500000000004 165.55000000000004 342.77500000000003 31.499700000000004 decision_type=9 2 2 2 1 2 2 2 9 2 2 2 2 2 2 1 2 2 2 1 9 2 2 9 1 2 9 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 7 -7 11 9 13 19 12 -1 15 -15 23 20 -8 -12 25 -17 22 -21 24 -2 32 27 30 -25 34 31 33 -6 -10 -28 38 40 -16 39 -31 -37 -5 -23 -40 right_child=8 2 -4 41 10 6 17 -9 26 -11 18 -13 -14 14 37 16 -18 -19 -20 21 -22 42 -24 28 -26 -27 29 -29 -30 35 -32 -33 -34 -35 -36 36 -38 -39 43 -41 -42 -43 -44 -45 leaf_value=0.39105647091841816 0.15430340686086882 2.3565070215861001 5.3138800933837889 -0.40314903952858666 -0.3583549825413021 2.9861898430910974 -0.078656582832336425 2.0473181266784666 -0.080487833495216321 1.2879512257575987 1.2449342441558837 1.265178513101169 -0.53618908067544302 1.1611998900051774 0.15094019935244607 0.32878407116177721 0.91767604532695957 1.0637275132678803 0.21032691393579758 0.082030206351395116 0.029522488476886558 -0.38651084327697754 0.95983224608681428 -0.15397206543254852 -0.10928918277439864 0.06270358371734619 -0.14657822136051399 -0.29467996597290042 -0.33555919441016946 -0.073146297131551949 -0.2140429288378129 -0.19153091001510622 -0.16654890441894529 -0.040980662499334811 -0.23289334681855528 -0.11859282704744997 -0.022799887223677203 0.025205816453503026 -0.12496095670121056 -0.10093031056343878 -0.19314417362213135 -0.31045346450805666 -0.45736581166585288 -0.15690503072738646 leaf_weight=402 167 30 25 22 127 33 24 20 813 20 24 28 24 29 21 148 21 21 28 249 1392 20 22 625 243 20 121 32 37 387 39 40 20 759 119 2534 22 31 56 377 20 20 21 20 leaf_count=402 167 30 25 22 127 33 24 20 813 20 24 28 24 29 21 148 21 21 28 249 1392 20 22 625 243 20 121 32 37 387 39 40 20 759 119 2534 22 31 56 377 20 20 21 20 internal_value=0 0.454246 1.94293 0.772456 0.325105 0.604453 1.52557 0.465628 -0.059606 0.0244198 0.0228956 0.39595 0.338817 0.0151985 0.464518 0.00137597 0.0716802 0.454456 0.687838 -0.0488122 0.0606094 0.0751768 0.153291 -0.100727 -0.000805858 -0.268859 -0.102599 -0.0720494 -0.161679 -0.116428 -0.0681707 -0.0646415 -0.332259 -0.0614128 -0.181801 -0.111317 -0.117896 0.0759832 -0.0899932 -0.0868565 -0.119177 -0.359008 -0.422802 -0.133367 internal_weight=0 1180 97 72 1083 552 78 474 8073 2734 531 454 426 2714 81 2633 1561 45 52 479 1540 312 271 1072 410 167 5339 1683 662 3656 1651 1612 147 1572 240 3416 2576 52 840 764 2554 42 41 76 internal_count=9253 1180 97 72 1083 552 78 474 8073 2734 531 454 426 2714 81 2633 1561 45 52 479 1540 312 271 1072 410 167 5339 1683 662 3656 1651 1612 147 1572 240 3416 2576 52 840 764 2554 42 41 76 cat_boundaries=0 1 2 5 6 7 9 11 12 15 18 19 cat_threshold=532736 95 329252992 2634285218 134217744 2945 640 16777216 151257088 128 469762210 513 2214613056 1109397568 34113548 0 16385 512 336 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=46 num_cat=13 split_feature=25 1 5 10 1 1 3 24 10 25 2 3 6 24 25 26 25 26 24 1 24 2 2 2 25 24 2 13 11 1 6 9 1 14 24 10 9 25 24 9 9 26 1 1 26 split_gain=2.61528e+06 2.35879e+06 1.05458e+06 964705 933453 963911 953461 891615 359261 241222 242800 510928 188845 112371 115946 135071 93545.7 50195.2 41314.5 40199 37111.9 34521.6 98085.1 44047.3 28312.6 29371.4 109662 27678.2 26969.7 25761.7 31409.4 24850.8 23514.8 18855.1 14327.5 11540.7 10132 6142.93 8571.99 3423.98 6098.79 2492.1 1800.38 3315.42 340.777 threshold=0 1183.6900000000003 1204.8925000000002 1064.4750000000001 259.87500000000006 736.8325000000001 259.87500000000006 1 73.46250000000002 2 108.69300000000001 217.52000000000004 31.764000000000006 3 4 2022.5000000000002 5 2022.5000000000002 6 20.812400000000004 7 319.13250000000005 460.05000000000007 216.15000000000003 8 9 166.40250000000003 58.875000000000007 3.9885000000000006 138.37500000000003 67.485000000000014 33.347500000000004 136.29000000000002 70.588140000000024 10 201.18750000000003 169.17500000000004 11 12 29.560000000000002 42.190000000000005 2022.5000000000002 71.288140000000013 43.440000000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 1 9 2 9 2 1 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 12 -9 10 13 21 -1 14 31 19 17 20 -19 -16 -15 23 -23 -12 25 26 29 34 -17 30 -11 32 -2 35 -18 36 -27 38 41 42 -41 -26 43 -39 -40 right_child=9 -3 -4 -5 5 -7 -8 8 -10 24 11 -13 -14 16 15 28 27 18 -20 -21 -22 22 -24 -25 37 33 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 39 44 40 -42 -43 -44 -45 -46 leaf_value=-0.18691426431867811 -0.054676961484649372 2.990968848671232 2.5792519796462283 2.4964368469715117 1.0535512128557478 -0.56905244533832267 3.4830324938183743 0.40980562056747138 1.5021129104495048 -0.037618818424902424 0.061699646541050507 1.9176812496185303 0.39363399446010588 -0.16602044499715171 0.3458049563144116 0.06879736056212675 -0.033504694689875068 0.26290329925773681 0.0093021716404434861 0.817373833656311 0.05230643129634286 -0.45831571426391604 0.42750651245117188 0.61775612210405284 -0.13926829294127932 -0.08780643629258679 0.66868056276570198 0.22279828882217409 -0.29532272504723589 -0.35539946715037024 0.2887962556654407 0.32304335308074955 0.2608847610473633 -0.32794655266930078 -0.17487720463411274 -0.30971436624941617 0.13967875099182128 -0.10915222224886732 -0.23950655698776246 0.10975965929031371 -0.10803624326570166 -0.046553710667710559 -0.19039281866064781 0.016854893820626396 -0.2732851810540472 leaf_weight=450 426 35 21 20 70 26 21 510 32 601 28 20 64 140 188 176 105 119 141 20 157 25 25 29 59 930 23 20 23 24 31 20 25 34 536 23 20 3680 64 20 36 57 27 21 56 leaf_count=450 426 35 21 20 70 26 21 510 32 601 28 20 64 140 188 176 105 119 141 20 157 25 25 29 59 930 23 20 23 24 31 20 25 34 536 23 20 3680 64 20 36 57 27 21 56 internal_value=0 0.428136 0.357776 0.318672 0.28154 1.12903 1.6142 0.187642 0.465704 -0.0624446 0.0259124 0.450598 -0.112441 0.0003037 0.085997 0.207853 -0.0616684 0.0337765 0.135843 0.391148 -0.0544373 0.176377 -0.0154046 0.344606 -0.0968527 -0.061289 -0.00987832 -0.141401 0.0267131 -0.0338198 -0.021608 -0.0214333 -0.0371846 -0.0955162 -0.15497 -0.088376 -0.0830173 -0.111579 -0.16871 -0.107581 -0.030252 -0.0862729 -0.109031 -0.108437 -0.235634 internal_weight=0 1249 1214 1193 1173 117 91 1056 542 7929 2223 127 514 2096 878 407 1218 557 260 208 297 107 50 57 5706 1686 679 661 199 656 632 471 451 1007 641 973 950 4020 236 3784 56 116 3728 3701 120 internal_count=9178 1249 1214 1193 1173 117 91 1056 542 7929 2223 127 514 2096 878 407 1218 557 260 208 297 107 50 57 5706 1686 679 661 199 656 632 471 451 1007 641 973 950 4020 236 3784 56 116 3728 3701 120 cat_boundaries=0 1 2 5 6 9 12 13 14 17 18 19 22 23 cat_threshold=532864 2488 75497472 3439591555 201361424 1306 0 1275068546 2064 8388608 1275068546 67110912 517 133 2449555456 272631840 34078724 583 4 18874368 65536 512 970 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=31 num_cat=9 split_feature=0 25 4 10 1 24 4 10 25 2 0 6 24 0 25 26 2 25 0 25 0 24 2 24 4 2 0 1 6 2 split_gain=3.77863e+06 1.65344e+06 1.7133e+06 773221 665782 582270 485664 402814 235059 251189 310716 210202 144771 126369 119194 131366 90825.4 67125.3 47297.1 39713.4 81738.7 52148.6 43192 36312.8 34352.7 20379.5 19459 16912.2 14833.9 7420.39 threshold=1219.7885000000003 0 1265.0725000000002 1064.4750000000001 259.87500000000006 1 199.12500000000003 73.46250000000002 2 108.69300000000001 65.050000000000011 31.764000000000006 3 210.75000000000003 4 2022.5000000000002 460.05000000000007 5 172.12500000000003 6 336.94125000000003 7 154.71744000000004 8 209.55000000000004 288.59250000000003 153.20400000000004 50.217500000000008 97.950000000000017 185.10000000000002 decision_type=2 9 2 2 2 1 2 2 9 2 2 2 1 2 9 2 2 9 2 9 2 1 2 1 2 2 2 2 2 2 left_child=1 2 3 4 5 7 13 -1 9 12 16 -7 14 -6 27 -16 25 18 -14 20 21 22 -10 -19 -23 -11 28 -3 29 -21 right_child=-2 8 -4 -5 6 11 -8 -9 19 10 -12 -13 17 -15 15 -17 -18 23 -20 26 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.33013119997836576 3.1107302630253328 -0.03047625365310442 3.1672093128022691 2.1878931386130196 0.33671168680060398 -0.15821247150568193 1.890252498936009 1.4870918367430568 0.015387379603582203 0.18375747203826906 1.6305739030838013 0.45506241083145144 0.014115962784525028 1.1731601287424565 0.49950412355620288 0.073096516099241046 0.75974293403625492 0.0031810334576687343 0.40316884433521943 -0.10762846317180139 0.56818487712315158 -0.097110827310058906 0.49122166860103605 -0.1560356402353569 0.23438170343637466 -0.18981340988822606 -0.36255126825968426 0.27093412303924558 0.11460954348246256 -0.30071020412445071 leaf_weight=505 39 269 21 21 73 441 37 32 413 40 20 64 386 24 145 144 25 203 34 4154 21 1355 20 537 32 23 30 20 30 20 leaf_count=505 39 269 21 21 73 441 37 32 413 40 20 64 386 24 145 144 25 203 34 4154 21 1355 20 537 32 23 30 20 30 20 internal_value=0 -0.00858739 0.332889 0.285945 0.251982 0.166656 0.915486 0.391779 -0.0614384 0.0373097 0.50546 -0.0789276 0.00843333 0.543668 0.136351 0.277438 0.249752 -0.0559978 0.04455 -0.0914568 -0.0518496 -0.0592888 0.0365224 -0.112899 -0.0888224 0.0473745 -0.108516 -0.00929575 -0.106961 -0.108554 internal_weight=0 9139 1218 1197 1176 1042 134 537 7921 1846 108 505 1738 97 578 289 88 1160 420 6075 1841 1820 433 740 1387 63 4234 289 4204 4174 internal_count=9178 9139 1218 1197 1176 1042 134 537 7921 1846 108 505 1738 97 578 289 88 1160 420 6075 1841 1820 433 740 1387 63 4234 289 4204 4174 cat_boundaries=0 1 2 5 6 9 12 15 16 17 cat_threshold=532864 1607 75497472 3439591425 201328656 1050 8388608 1207959552 2064 8388608 1275068416 67110912 2181120000 268437666 33587200 577 260 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=21 num_cat=5 split_feature=0 5 25 24 0 16 5 0 0 25 25 3 26 19 24 0 4 2 14 4 split_gain=3.70344e+06 1.81939e+06 1.26124e+06 461073 648867 308184 298141 258524 431123 247958 187323 163452 140411 92402.5 78858.2 54107.6 50669 24999.6 14741.8 3555.87 threshold=1219.7885000000003 1374.9750000000004 0 1 404.82250000000005 348.33000000000004 102.07500000000002 649.85000000000014 123.63250000000001 2 3 492.37500000000006 2022.5000000000002 103.50000000000001 4 352.08500000000004 209.55000000000004 9.775500000000001 117.89750000000002 340.63500000000005 decision_type=2 2 9 1 2 2 2 2 2 9 9 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 6 7 9 8 -5 -1 11 13 -6 14 -4 16 18 -8 -12 -18 right_child=-2 -3 10 5 12 -7 17 -9 -10 -11 15 -13 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=0.27247736080629487 3.0796230113200656 2.9315380459740048 0.064506512843521241 -0.033753139889872268 2.109015572865804 1.0462367703837734 -0.13659970492851442 -1.0399000653353605 0.77952085958944783 0.73294402652585566 -0.097981471946003498 0.87479659687389033 1.0273092889785767 0.68445948314666749 -0.060801802544108975 0.36961258392333984 0.15280284059458765 -0.54850850443477217 -0.28174215208400383 0.32612618160247808 leaf_weight=410 39 21 986 547 24 31 41 22 74 187 5586 22 24 20 1003 25 29 23 44 20 leaf_count=410 39 21 986 547 24 31 41 22 74 187 5586 22 24 20 1003 25 29 23 44 20 internal_value=0 -0.00850319 -0.0152745 0.261783 0.439341 0.0713116 0.364015 0.025418 0.0631587 0.433552 -0.065066 0.017438 1.56816 0.00813611 0.00133548 -0.094422 -0.096631 -0.284629 -0.0994176 0.223547 internal_weight=0 9139 9118 1383 709 674 661 643 621 597 7735 2031 48 2009 1989 5704 5679 64 5630 49 internal_count=9178 9139 9118 1383 709 674 661 643 621 597 7735 2031 48 2009 1989 5704 5679 64 5630 49 cat_boundaries=0 2 3 5 8 9 cat_threshold=532864 150994944 1559 256 134217728 75497472 3288596611 201361424 3610 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=20 num_cat=4 split_feature=0 5 25 10 1 4 24 3 10 25 1 3 8 8 24 0 4 10 4 split_gain=3.62972e+06 1.78317e+06 1.23669e+06 970062 622893 680170 559524 453578 452477 183596 197408 158226 152215 164672 101189 53030.8 49660.7 20810.1 3485.11 threshold=1219.7885000000003 1374.9750000000004 0 1064.4750000000001 259.87500000000006 457.74500000000006 1 262.50000000000006 73.46250000000002 2 453.00000000000006 82.90000000000002 249.87000000000003 366.17750000000007 3 352.08500000000004 209.55000000000004 201.18750000000003 340.63500000000005 decision_type=2 2 9 2 2 2 1 2 2 9 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 10 12 -8 14 -14 -4 16 17 -11 -18 right_child=-2 -3 9 -5 5 -7 11 -9 -10 15 -12 -13 13 -15 -16 -17 18 -19 -20 leaf_value=0.33302742347639275 3.0488267565996221 2.9022226914905365 0.090325845669052746 2.4474708847999573 0.81386778858991782 2.3811651357014973 -0.095561489978892689 -0.79735196627321703 1.5982494542996089 -0.096881121881772336 0.79656610846519471 0.33614660022234671 1.2233424683979579 0.068760267019271848 -0.060847082758732282 0.3659164489746094 0.15127480671323579 -0.33808196465174356 0.32286491942405704 leaf_weight=489 39 21 663 20 104 24 596 21 30 5594 32 99 21 30 1285 25 29 36 20 leaf_count=489 39 21 663 20 104 24 596 21 30 5594 32 99 21 30 1285 25 29 36 20 internal_value=0 -0.00840712 -0.0151107 0.259237 0.22903 0.839234 0.154137 0.543183 0.398484 -0.0644153 0.0172638 -0.0335832 0.0048751 0.544176 -0.00924419 -0.0934777 -0.0956647 -0.0984234 0.221312 internal_weight=0 9139 9118 1383 1363 149 1214 125 519 7735 2031 695 1999 51 1948 5704 5679 5630 49 internal_count=9178 9139 9118 1383 1363 149 1214 125 519 7735 2031 695 1999 51 1948 5704 5679 5630 49 cat_boundaries=0 2 3 6 7 cat_threshold=532864 150994944 583 75497472 3288596611 201361424 282 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=34 num_cat=7 split_feature=0 25 7 7 7 1 24 10 0 0 7 25 2 3 24 8 2 9 3 0 8 1 25 0 24 3 1 25 2 2 0 6 2 split_gain=3.55748e+06 1.56207e+06 1.61584e+06 3.10977e+06 628116 470106 685812 1.18537e+06 346070 237564 227695 220819 271740 467303 180103 169900 122327 112334 105005 121161 71742.2 42479 42386.4 89267.7 49197.5 44415.2 34539.6 31830 28913.2 72926.7 19583.2 14540.4 7264.73 threshold=1219.7885000000003 0 319.12500000000006 441.88278000000008 664.68750000000011 259.87500000000006 1 73.46250000000002 173.94850000000002 21.101500000000005 37.14500000000001 2 108.69300000000001 123.63250000000001 3 21.101500000000005 67.485000000000014 13.037000000000001 10.775250000000002 157.58975000000007 282.37500000000006 10.775250000000002 4 352.08500000000004 5 302.43750000000006 660.10000000000002 6 273.48534000000006 460.05000000000007 153.20400000000004 97.950000000000017 185.10000000000002 decision_type=2 9 2 2 2 2 1 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 left_child=1 2 5 -4 -5 6 7 9 16 -1 17 12 14 28 18 -6 26 -8 19 -3 21 -16 23 24 27 -26 -7 -13 -14 -30 31 32 -24 right_child=-2 11 3 4 15 8 10 -9 -10 -11 -12 22 13 -15 20 -17 -18 -19 -20 -21 -22 -23 30 -25 25 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=0.21131079542416115 3.018338492711385 0.1609167709763912 4.976919036138626 1.7527620256358178 -0.79319447835286461 0.89317023958478658 -0.12188115251092088 2.2737956348806621 1.6038130669531068 0.94603271250822107 0.81091287078857421 0.10663407616076931 0.42523113189205047 1.8318899475444448 -0.059672302492755527 0.45088706638502041 -0.15251000881195068 -0.68243599867209415 -0.35397658064558696 0.84965456503408932 0.49960523030974652 -0.30353973044977561 -0.10461668367408392 0.61601597309112555 -0.0976351547482293 0.37723079681396487 0.38018031438191735 -0.037985994860981455 -0.31322971414636686 0.46238854191520001 -0.36035971577962239 0.11541207949320476 -0.29566259813308715 leaf_weight=432 39 473 21 29 21 35 429 32 38 49 25 238 31 22 987 23 24 39 37 27 22 77 4154 20 1298 20 21 386 27 22 30 30 20 leaf_count=432 39 473 21 29 21 35 429 32 38 49 25 238 31 22 987 23 24 39 37 27 22 77 4154 20 1298 20 21 386 27 22 30 30 20 internal_value=0 -0.00832272 0.323585 1.58573 0.610184 0.220911 0.150869 0.402301 0.818046 0.286158 -0.116559 -0.0596928 0.0402758 0.541168 0.00904459 -0.142879 0.444806 -0.168594 0.157143 0.198109 -0.0650345 -0.0773206 -0.0875446 -0.0484091 -0.055501 -0.0897484 0.700799 0.0179855 0.186219 0.0350071 -0.105523 -0.103955 -0.105532 internal_weight=0 9139 1218 94 73 1124 1006 513 118 481 493 7921 1725 102 1623 44 80 468 537 500 1086 1064 6196 1962 1942 1318 56 624 80 49 4234 4204 4174 internal_count=9178 9139 1218 94 73 1124 1006 513 118 481 493 7921 1725 102 1623 44 80 468 537 500 1086 1064 6196 1962 1942 1318 56 624 80 49 4234 4204 4174 cat_boundaries=0 1 2 5 6 9 10 13 cat_threshold=532864 1607 75497472 2365849601 201326608 1050 2181120000 1342179490 33589248 833 65536 268435586 34816 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=28 num_cat=7 split_feature=0 5 25 10 10 24 2 10 3 0 0 25 0 24 3 3 8 2 24 25 25 2 6 6 0 2 0 split_gain=2.65003e+06 1.7144e+06 931741 643401 1.08708e+06 399414 500733 331642 232860 226901 219915 161526 199020 377048 378352 114094 119702 61446.1 56805.7 104143 45493.6 44280.5 38995.5 43230.3 30520.6 10804.7 6450.25 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 352.38000000000005 1058.7500000000002 47.808000000000007 10.010400000000002 1587.2775000000001 2 28.484500000000004 3 65.050000000000011 404.82250000000005 262.12000000000006 817.62000000000012 4 5 6 147.46662000000001 97.950000000000017 133.96350000000004 135.40500000000003 288.59250000000003 300.91450000000003 decision_type=2 2 9 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 1 9 9 2 2 2 2 2 2 left_child=1 2 3 5 -5 15 9 8 -6 -7 -2 12 18 14 -14 16 -1 -8 19 -4 -20 -15 24 -24 25 -13 -26 right_child=10 -3 11 4 7 6 17 -9 -10 -11 -12 22 13 21 -16 -17 -18 -19 20 -21 -22 -23 23 -25 26 -27 -28 leaf_value=-0.17399886820316315 3.1812615512666249 2.6505942837397258 0.29927797301340914 2.2897853068816358 -0.43697545112447539 0.12155176995056016 0.86948222584194612 1.4266284608840942 0.79098173553528994 0.58871055572013542 1.7658593128038491 -0.099389767901040232 0.44520203964619698 -0.16088859004422651 1.9280060551383278 -0.84814646098924729 0.6299839792251587 1.5148254390716553 0.061769533952077231 -0.012404160941041791 -0.10292830284387953 0.30932152072588603 0.53409142208099369 -0.040291503856056614 -0.2484921140928526 -0.33228846693038938 -0.4647152415188876 leaf_weight=250 21 24 108 39 47 672 36 20 23 123 23 4944 79 121 22 23 20 25 194 1168 1094 24 20 38 37 20 22 leaf_count=250 21 24 108 39 47 672 36 20 23 123 23 4944 79 121 22 23 20 25 194 1168 1094 24 20 38 37 20 22 internal_value=0 -0.0186141 -0.0256008 0.223872 0.895263 0.150443 0.257813 0.29097 -0.0335038 0.193829 2.44139 -0.0662045 -0.00524322 0.266436 0.698983 -0.166361 -0.114445 1.13397 -0.0313296 0.0160985 -0.0778366 -0.077702 -0.0998421 0.157772 -0.103015 -0.100328 -0.329118 internal_weight=0 9193 9169 1278 129 1149 856 90 70 795 44 7891 2810 246 101 293 270 61 2564 1276 1288 145 5081 58 5023 4964 59 internal_count=9237 9193 9169 1278 129 1149 856 90 70 795 44 7891 2810 246 101 293 270 61 2564 1276 1288 145 5081 58 5023 4964 59 cat_boundaries=0 2 3 6 7 8 10 12 cat_threshold=532736 134217728 3200 2206208000 337969315 134220304 1109 3634 0 67108865 33554432 268501120 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=27 num_cat=6 split_feature=0 5 25 24 0 1 6 26 4 16 25 1 0 0 8 0 1 1 24 25 25 6 6 0 2 0 split_gain=2.59729e+06 1.68028e+06 913180 540988 406308 322045 287477 283727 221080 293698 158341 197440 282646 271083 119699 150218 144237 58507.3 50990.3 68764.2 54915.2 38219.4 42370.1 29913.2 10589.6 6321.89 threshold=1205.5225000000003 1341.6425000000002 0 1 10.010400000000002 195.15000000000003 123.63250000000001 2022.5000000000002 511.57000000000005 19.874125000000003 2 130.95600000000005 96.632500000000022 199.12500000000003 538.6450000000001 218.97000000000003 31.849500000000003 515.86500000000012 3 4 5 97.950000000000017 133.96350000000004 135.40500000000003 288.59250000000003 300.91450000000003 decision_type=2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 1 9 9 2 2 2 2 2 left_child=1 2 3 14 8 -2 7 -6 9 -5 11 18 17 -14 15 16 -1 -13 20 -20 -4 23 -23 24 -12 -25 right_child=5 -3 10 4 6 -7 -8 -9 -10 -11 21 12 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 25 -26 -27 leaf_value=-0.20002951533629976 1.5994973456341288 2.6240882047017413 -0.0083861132676456146 0.24738164927706371 1.038631104628245 3.312314568474179 1.6752460753122966 0.14454586893320084 -0.52800385502406533 1.3293367312504694 -0.098395870198736052 0.16948117216792674 1.8518090438842774 0.35853267269749794 0.6000895046052479 -0.80713686886955716 0.43683185009729292 -0.36690084381103516 0.24388340473175049 -0.0092022717162904902 -0.15113688517819851 0.52875049638748162 -0.039888592519258199 -0.24600719116829539 -0.32896558189392089 -0.46006808454340153 leaf_weight=232 23 24 548 716 72 21 30 70 35 26 4944 109 20 31 21 34 42 25 106 1436 535 20 38 37 20 22 leaf_count=232 23 24 548 716 72 21 30 70 35 26 4944 109 20 31 21 34 42 25 106 1436 535 20 38 37 20 22 internal_value=0 -0.0184253 -0.0253422 0.221634 0.342403 2.41698 0.785797 0.597885 0.248659 0.285294 -0.0655394 -0.00518207 0.310549 0.944131 -0.126551 -0.180203 -0.102408 0.0694099 -0.0274534 0.00965463 -0.0796423 -0.0988436 0.156194 -0.101985 -0.0993248 -0.325827 internal_weight=0 9193 9169 1278 949 44 172 142 777 742 7891 2810 185 51 329 308 274 134 2625 1542 1083 5081 58 5023 4964 59 internal_count=9237 9193 9169 1278 949 44 172 142 777 742 7891 2810 185 51 329 308 274 134 2625 1542 1083 5081 58 5023 4964 59 cat_boundaries=0 2 3 6 7 9 12 cat_threshold=532736 134217728 3200 2206208000 337969315 134220304 465 16777216 67108864 41943040 268501153 2064 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=26 num_cat=7 split_feature=0 5 25 10 10 24 0 10 1 26 3 24 25 1 3 8 3 8 24 25 25 0 5 1 5 split_gain=2.5456e+06 1.64684e+06 895001 629653 1.06611e+06 382752 355235 324100 315636 235889 227156 209369 155199 193508 477284 121169 111516 115330 50009.3 67509.3 54306.9 28226.9 20641.8 12615 11613.5 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 10.010400000000002 1058.7500000000002 195.15000000000003 2022.5000000000002 47.808000000000007 2 3 130.95600000000005 218.97000000000003 66.112500000000011 404.82250000000005 262.12000000000006 4 5 6 300.91450000000003 96.632500000000022 288.59250000000003 130.94000000000003 decision_type=2 2 9 2 2 1 2 2 2 2 2 1 9 2 2 2 2 2 1 9 9 2 2 2 2 left_child=1 2 3 5 -5 16 11 10 -2 -8 -6 -7 13 18 15 -15 17 -1 20 -20 -4 22 23 -14 -24 right_child=8 -3 12 4 7 6 9 -9 -10 -11 -12 -13 21 14 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 leaf_value=-0.17043642556667329 1.5835023423899777 2.5978474187850953 0.12217145663935965 2.2645835515780326 -0.43411731719970703 -0.043792985623178925 1.0742195107665244 1.4078151378631591 3.2791914903549926 0.26758063017432371 0.77870778213376579 0.30360993289722588 -0.097758445102377481 0.027119635376665327 1.766356674194336 0.84022587049575082 -0.83734343155570656 0.61872821617126461 0.24165482586827772 -0.009110885487861653 -0.10328735310386639 -0.45546740705316718 0.28037303924560547 -0.33774698907678774 -0.0082694976226143219 leaf_weight=250 23 24 113 39 47 296 79 20 21 67 23 414 4971 144 20 21 23 20 106 1436 970 22 20 22 46 leaf_count=250 23 24 113 39 47 296 79 20 21 67 23 414 4971 144 20 21 23 20 106 1436 970 22 20 22 46 internal_value=0 -0.0182403 -0.0250879 0.219417 0.88358 0.14676 0.251872 0.285145 2.39281 0.70405 -0.0356176 0.162437 -0.064883 -0.00512759 0.307444 0.130606 -0.163345 -0.11198 -0.027176 0.00957321 -0.0788605 -0.0978552 -0.0964935 -0.0988159 0.0791979 internal_weight=0 9193 9169 1278 129 1149 856 90 44 146 70 710 7891 2810 185 165 293 270 2625 1542 1083 5081 5059 4993 66 internal_count=9237 9193 9169 1278 129 1149 856 90 44 146 70 710 7891 2810 185 165 293 270 2625 1542 1083 5081 5059 4993 66 cat_boundaries=0 2 3 4 7 8 10 12 cat_threshold=532736 134217728 3200 102 2206208000 337969315 134220304 465 16777216 67108864 33554432 65665 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=28 num_cat=8 split_feature=0 5 25 10 10 24 0 10 26 11 0 24 25 0 24 3 3 26 13 24 25 25 6 6 0 5 0 split_gain=2.49494e+06 1.61406e+06 877297 617085 1.04489e+06 375190 348118 317650 231195 225578 216516 207302 152140 191076 369101 366490 109296 72217.7 57251.8 54698.3 100750 44800.8 37434.8 41502 28960.4 7807.96 5991.02 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 10.010400000000002 1058.7500000000002 2022.5000000000002 419.52500000000009 1587.2775000000001 2 3 28.484500000000004 4 65.050000000000011 404.82250000000005 2022.5000000000002 31.902000000000001 5 6 7 97.950000000000017 133.96350000000004 135.40500000000003 223.66250000000002 300.91450000000003 decision_type=2 2 9 2 2 1 2 2 2 2 2 1 9 2 1 2 2 2 2 1 9 9 2 2 2 2 2 left_child=1 2 3 5 -5 16 11 9 -8 -6 -2 -7 13 19 15 -15 18 -16 -1 20 -4 -21 24 -24 25 -14 -26 right_child=10 -3 12 4 7 6 8 -9 -10 -11 -12 -13 22 14 17 -17 -18 -19 -20 21 -22 -23 23 -25 26 -27 -28 leaf_value=-0.1531485403924582 3.103011015029181 2.5718689266840618 0.29443879159830383 2.2419378136365844 -0.39429034845829009 0.4439623788532458 1.0634773125225985 1.3937369413375853 0.26490482928147957 0.86231074523925788 1.6985872766245969 0.055277386656513924 -0.098163962446288416 0.4394926850177065 0.17008660452706473 1.8988679851185191 -0.82896999276202665 -0.2801374292955166 0.39056144396464026 -0.20368028265057189 -0.012124188304301635 -0.048227107707902228 0.52425152587890622 -0.03853241694600959 -0.24252885973131336 0.099820200920104976 -0.45091273481195621 leaf_weight=249 21 24 108 39 50 180 79 20 67 20 23 530 4944 79 63 22 23 82 21 221 1168 1067 20 38 37 20 22 leaf_count=249 21 24 108 39 50 180 79 20 67 20 23 530 4944 79 63 22 23 82 21 221 1168 1067 20 38 37 20 22 internal_value=0 -0.0180523 -0.0248315 0.217243 0.874744 0.145315 0.249383 0.282294 0.697009 -0.0352615 2.36888 0.160849 -0.064231 -0.00506739 0.261135 0.689144 -0.161711 -0.0790698 -0.11086 -0.0306276 0.015911 -0.0762641 -0.0968767 0.155531 -0.099984 -0.0973663 -0.320231 internal_weight=0 9193 9169 1278 129 1149 856 90 146 70 44 710 7891 2810 246 101 293 145 270 2564 1276 1288 5081 58 5023 4964 59 internal_count=9237 9193 9169 1278 129 1149 856 90 146 70 44 710 7891 2810 246 101 293 145 270 2564 1276 1288 5081 58 5023 4964 59 cat_boundaries=0 2 3 4 7 8 9 11 14 cat_threshold=532736 134217728 3200 9 2206208000 337969315 134220304 1109 3634 0 67108865 16781312 69468161 512 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=24 num_cat=7 split_feature=0 4 25 10 10 10 15 24 2 1 24 3 1 3 8 3 25 10 24 25 25 0 2 split_gain=2.44527e+06 1.22602e+06 932408 623177 1.10454e+06 516706 400499 414501 413535 309838 166148 157522 150294 531928 129776 117390 88518.8 79393.7 69029.3 53433.4 45338.3 28225 11061.6 threshold=1205.5225000000003 1422.3575000000001 0 66.112500000000011 229.89300000000003 1064.4750000000001 237.07500000000002 1 20.000500000000006 195.15000000000003 2 47.808000000000007 130.95600000000005 218.97000000000003 66.112500000000011 57.050000000000004 3 132.33750000000001 4 5 6 203.59500000000003 197.65500000000003 decision_type=2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 9 2 1 9 9 2 2 left_child=1 2 3 6 17 11 7 8 -1 -2 -9 -6 16 14 15 -14 18 -5 20 -20 -4 22 -18 right_child=9 -3 12 4 5 -7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 21 -19 19 -21 -22 -23 -24 leaf_value=0.24564036847628082 1.5433540418873661 2.3956056976318361 0.06437376398789256 2.7118518714904787 -0.45341794729232787 1.6923268718719482 1.2744795134759719 -0.27437398031353949 1.1250658589601517 3.2233947236197338 0.066996789743234447 0.55308608065480769 -0.12749003607001008 1.7432754745483399 0.73501819372177124 0.6632846432640439 -0.094073540070391412 1.8208202667236328 0.12722774922102692 -0.014963192672693439 -0.12891481119277393 -0.38426485286039469 -0.3049586555480957 leaf_weight=325 23 21 142 20 48 20 31 182 64 21 545 23 177 20 24 21 4888 20 310 1511 742 34 25 leaf_count=325 23 21 142 20 48 20 31 182 64 21 545 23 177 20 24 21 4888 20 310 1511 742 34 25 internal_value=0 -0.017866 -0.0233918 0.22617 0.88135 0.272565 0.153313 0.122169 0.380545 2.34519 -0.0210266 -0.127367 -0.0640001 0.181278 0.0405571 -0.04362 -0.0718408 2.26634 -0.02549 0.0098055 -0.0974934 -0.0969378 -0.0951466 internal_weight=0 9193 9172 1278 131 91 1147 1116 389 44 727 71 7894 242 222 198 7652 40 2705 1821 884 4947 4913 internal_count=9237 9193 9172 1278 131 91 1147 1116 389 44 727 71 7894 242 222 198 7652 40 2705 1821 884 4947 4913 cat_boundaries=0 2 3 4 7 8 11 14 cat_threshold=532736 134217728 89 2176 2476740608 3559194657 134253076 449 16777216 67108897 512 33554432 268500992 34816 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=33 num_cat=4 split_feature=0 2 25 24 0 26 10 5 0 1 26 7 7 12 10 7 18 3 25 2 24 2 0 10 0 0 26 0 2 0 0 0 split_gain=2.75445e+06 2.24283e+06 1.19283e+06 774145 1.16095e+06 1.11417e+06 633288 399620 331155 533516 547017 260341 260186 289672 239697 215884 146923 125563 121833 158165 119323 100853 82126.7 77841.6 63618.9 15452.8 9931.73 12030.6 9724.21 8521.52 6668.71 2780.21 threshold=960.86250000000007 98.25500000000001 0 1 194.45000000000002 2022.5000000000002 788.58750000000009 32.21126000000001 96.632500000000022 68.280000000000015 2022.5000000000002 9.3175000000000008 462.80000000000007 312.37500000000006 114.60000000000002 74.355000000000004 362.77500000000003 462.80000000000007 2 515.86500000000012 3 470.16250000000008 352.08500000000004 331.12500000000006 1295.4950000000001 35.294070000000012 2022.5000000000002 311.67500000000007 266.99500000000006 130.95600000000005 68.280000000000015 218.97000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 3 12 6 -6 7 14 16 20 -11 -7 13 17 -5 -9 18 21 19 23 22 -1 29 -4 -2 28 31 -28 -20 -10 -27 -22 right_child=1 -3 8 4 5 11 -8 15 9 10 -12 -13 -14 -15 -16 -17 -18 -19 25 -21 26 -23 -24 -25 -26 30 27 -29 -30 -31 -32 -33 leaf_value=0.024582741042505678 1.177631893157959 4.8801890182495118 -0.020861288525977427 0.41024358393698712 3.0096736977317118 1.3270659602772106 2.0929319944381715 -0.63819292068481448 -0.008773827345474907 2.3844636995142157 0.37216544287545339 -0.22956237225305465 -1.0615830665588379 1.0553055651982626 -0.46254577636718752 0.50785382010719993 0.7926859846115113 -0.69800995127360022 -0.094476315596190408 0.8369159717993303 -0.14015890494636868 -0.57130391397783831 0.79352460787846502 0.5190998165695756 0.38001763820648193 0.12024058520793915 -0.16593212678697375 -0.45579982621329174 -0.31541486024856569 0.21270353223236516 -0.083914802074432374 0.018985666547502791 leaf_weight=339 20 20 2391 677 33 22 20 65 23 22 35 21 25 24 33 22 20 30 5044 22 23 31 26 27 20 48 45 21 20 71 24 21 leaf_count=339 20 20 2391 677 33 22 20 65 23 22 35 21 25 24 33 22 20 30 5044 22 23 31 26 27 20 48 45 21 20 71 24 21 internal_value=0 2.14595 -0.00361525 0.270846 0.440436 1.62755 0.335398 0.291294 -0.0506189 0.28276 1.14884 0.566852 -0.0686915 -0.0117685 0.369677 -0.348388 -0.0632816 -0.0757929 -0.0655413 -0.00712306 0.0681222 -0.0253429 0.273321 -0.0148319 0.778825 -0.0930993 -0.165531 -0.258163 -0.0953489 0.158512 0.0521888 -0.0642035 internal_weight=0 60 9225 1342 893 76 817 797 7883 287 57 43 449 424 710 87 7596 400 7576 2440 230 370 120 2418 40 5136 110 66 5064 94 72 44 internal_count=9285 60 9225 1342 893 76 817 797 7883 287 57 43 449 424 710 87 7596 400 7576 2440 230 370 120 2418 40 5136 110 66 5064 94 72 44 cat_boundaries=0 2 3 6 7 cat_threshold=532864 16777217 2272 278986752 239403106 201329168 3087 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=32 num_cat=7 split_feature=0 25 3 24 0 26 10 5 0 1 26 11 7 7 12 7 19 3 24 25 25 0 10 24 0 26 0 0 24 0 0 split_gain=2.69964e+06 1.16909e+06 843856 758739 1.13784e+06 1.092e+06 620686 391668 324565 522898 536131 262745 255161 255009 283907 211588 165950 123065 116949 116595 82580.8 80492.4 71595.7 41399.5 11959.2 9734.09 11791.2 8351.94 8341.48 4082.93 2724.89 threshold=960.86250000000007 0 85.544000000000025 1 194.45000000000002 2022.5000000000002 788.58750000000009 32.21126000000001 96.632500000000022 68.280000000000015 2022.5000000000002 1.1200000000000003 9.3175000000000008 462.80000000000007 312.37500000000006 74.355000000000004 224.79000000000002 462.80000000000007 2 3 4 352.08500000000004 331.12500000000006 5 35.294070000000012 2022.5000000000002 311.67500000000007 130.95600000000005 6 68.280000000000015 218.97000000000003 decision_type=2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 1 2 2 2 2 1 2 2 left_child=1 3 -2 13 6 -6 7 11 16 18 -11 -5 -7 14 17 -9 19 20 21 22 -1 27 23 -3 28 30 -27 -10 -21 -26 -20 right_child=2 8 -4 4 5 12 -8 15 9 10 -12 -13 -14 -15 -16 -17 -18 -19 25 24 -22 -23 -24 -25 29 26 -28 -29 -30 -31 -32 leaf_value=0.088839763305226305 1.2859084920883179 0.037631074110843127 3.8016431674957278 0.41949616670608519 2.9795768763802268 1.3137952397086403 2.0720026855468752 -0.63181099473513092 -0.008686089308365532 2.3606190447373825 0.36844377190726141 -0.32552523482079598 -0.22726677758353098 -1.0509672302246094 1.0447525262832642 0.50277531190352009 0.84705734062194826 -0.69102984491984043 -0.13875731053559676 -0.048817534021783682 -0.21205484638475394 0.7855893964033861 0.47333328262964885 -0.045345084125188409 0.094749043638055974 -0.16427280553181967 -0.45124182110741023 0.21057649813907248 -0.10049596145484239 -0.072098754969510168 0.018795813605898905 leaf_weight=234 40 892 20 659 33 22 20 65 23 22 35 51 21 25 24 22 20 30 23 408 136 26 30 1802 44 45 21 71 4378 22 21 leaf_count=234 40 892 20 659 33 22 20 65 23 22 35 51 21 25 24 22 20 30 23 408 136 26 30 1802 44 45 21 71 4378 22 21 internal_value=0 -0.0035791 2.12449 0.268138 0.436032 1.61128 0.332044 0.288381 -0.0501127 0.279932 1.13735 0.365981 0.561184 -0.0680046 -0.0116508 -0.344904 -0.0626488 -0.075035 0.0674409 -0.0650503 -0.0250895 0.270588 -0.0124441 -0.0178998 -0.0943643 -0.163876 -0.255581 0.156927 -0.0964024 0.0391331 -0.0635615 internal_weight=0 9225 60 1342 893 76 817 797 7883 287 57 710 43 449 424 87 7596 400 230 7576 370 120 2724 2694 4852 110 66 94 4786 66 44 internal_count=9285 9225 60 1342 893 76 817 797 7883 287 57 710 43 449 424 87 7596 400 230 7576 370 120 2724 2694 4852 110 66 94 4786 66 44 cat_boundaries=0 2 3 4 7 8 9 10 cat_threshold=532864 16777217 2272 3087 379666432 239403106 201853456 256 3078 64 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=34 num_cat=5 split_feature=0 2 25 24 0 26 10 5 0 1 26 14 7 3 0 0 7 19 2 24 25 2 7 0 10 0 0 26 0 24 0 0 0 split_gain=2.64592e+06 2.18527e+06 1.14578e+06 743723 1.1152e+06 1.07027e+06 608334 383873 318110 512493 525462 250340 250083 250007 220893 830541 207378 162648 121723 114621 114159 144868 105362 78890.6 73866.2 62950.2 11780 9540.38 11556.6 8667.22 8185.74 4001.68 2670.66 threshold=960.86250000000007 98.25500000000001 0 1 194.45000000000002 2022.5000000000002 788.58750000000009 32.21126000000001 96.632500000000022 68.280000000000015 2022.5000000000002 1.7878000000000001 9.3175000000000008 462.80000000000007 173.94850000000002 311.67500000000007 74.355000000000004 224.79000000000002 485.55000000000001 2 3 557.67000000000019 397.87500000000006 352.08500000000004 331.12500000000006 1295.4950000000001 35.294070000000012 2022.5000000000002 311.67500000000007 4 130.95600000000005 68.280000000000015 218.97000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 1 2 2 2 left_child=2 25 3 13 6 -6 7 11 17 19 -11 -5 -7 14 18 -16 -9 20 22 23 21 24 -1 30 -4 -2 29 32 -29 -22 -10 -28 -21 right_child=1 -3 8 4 5 12 -8 16 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 27 26 -23 -24 -25 -26 -27 31 28 -30 -31 -32 -33 -34 leaf_value=0.009622790888894962 1.1504807548522948 4.8021758041381837 -0.02452522811161879 0.3974427424505918 2.949781170469342 1.3006573416969993 2.0512826519012455 -0.6254928768598117 -0.00859923031019128 2.3370128341154621 0.36475935922350206 -0.64158353328704831 -0.22499409789130803 -0.88040814808436807 2.2047816658020021 -0.40900215395035283 0.49774754524230957 0.83858678245544438 -0.74608846004192642 -0.13736974467401919 -0.047269221908516353 0.83501396489143376 -0.7218611081441243 0.77773347561176009 0.48285215772431472 0.35706905841827391 0.093801552165638319 -0.16263007609049479 -0.44672939981733051 -0.099957094518955694 0.20847073158747711 -0.071377768083052198 0.018607854389009023 leaf_weight=316 20 20 2715 686 33 22 20 65 23 22 35 24 21 35 20 31 22 20 26 23 404 20 21 26 29 20 44 45 21 4342 71 22 21 leaf_count=316 20 20 2715 686 33 22 20 65 23 22 35 24 21 35 20 31 22 20 26 23 404 20 21 26 29 20 44 45 21 4342 71 22 21 internal_value=0 2.10324 -0.00354635 0.265447 0.431671 1.59516 0.328723 0.285497 -0.0496136 0.277133 1.12598 0.362321 0.555572 -0.0673514 -0.000241582 0.616011 -0.341455 -0.0620244 -0.0868225 0.0667665 -0.0644019 -0.0129355 -0.0359593 0.267882 -0.019163 0.753775 -0.0937424 -0.162237 -0.253025 -0.0957823 0.155358 0.0387418 -0.0629259 internal_weight=0 60 9225 1342 893 76 817 797 7883 287 57 710 43 449 414 51 87 7596 363 230 7576 2764 337 120 2744 40 4812 110 66 4746 94 66 44 internal_count=9285 60 9225 1342 893 76 817 797 7883 287 57 710 43 449 414 51 87 7596 363 230 7576 2764 337 120 2744 40 4812 110 66 4746 94 66 44 cat_boundaries=0 2 3 4 7 8 cat_threshold=532864 16777217 2272 3087 379666432 239403106 201886224 64 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=25 num_cat=2 split_feature=0 2 25 0 12 12 1 26 0 3 3 9 0 12 0 1 26 25 2 0 0 0 12 0 split_gain=2.59327e+06 2.14179e+06 1.12299e+06 723625 319723 713896 318293 595021 329876 313570 263257 349167 259316 204126 198042 205913 136173 116706 123221 64973.9 61697.5 19245.1 18016.3 7295.25 threshold=960.86250000000007 98.25500000000001 0 173.94850000000002 465.34500000000008 166.11250000000004 259.87500000000006 2022.5000000000002 240.75000000000003 593.34250000000009 10.942500000000003 115.57500000000002 486.41000000000003 362.12500000000006 217.52000000000004 58.430000000000007 2022.5000000000002 1 515.86500000000012 343.01500000000004 1295.4950000000001 352.08500000000004 724.31250000000011 33.705000000000005 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 20 3 4 5 10 8 -8 -5 13 11 -1 19 14 17 21 -12 18 -4 -10 -2 -16 -6 -19 right_child=1 -3 9 6 22 -7 7 -9 12 -11 16 -13 -14 -15 15 -17 -18 23 -20 -21 -22 -23 -24 -25 leaf_value=0.28848601138797297 1.1389759368896486 4.7541540145874022 -0.015845546812270291 -0.540882643699646 -0.8598297929763794 2.0888279705047608 2.8575391024634951 0.59436071175795335 1.0617737325032552 1.1430173754692079 0.12178995480613104 -0.49255832640851133 0.31123534575486794 0.74453617736697197 -0.014671014662711852 0.99238816149094533 -0.50510300147068965 -0.093548321815888527 0.75312699136279881 1.8581838836669924 0.35349838542938228 0.25363355981542712 -0.46061231613159181 -0.013967078823154256 leaf_weight=928 20 20 2708 20 20 20 21 26 21 22 63 61 39 32 62 34 77 4839 21 20 20 47 26 118 leaf_count=928 20 20 2708 20 20 20 21 26 21 22 63 61 39 32 62 34 77 4839 21 20 20 47 26 118 internal_value=0 2.08221 -0.00351248 0.262793 0.183308 0.216036 0.926824 1.60557 0.607815 -0.0491193 0.18286 0.240312 0.894989 -0.0525181 -0.055776 0.312954 -0.223001 -0.0626363 -0.00989196 1.45027 0.746237 0.10102 -0.634185 -0.0914694 internal_weight=0 60 9225 1342 1195 1149 147 47 100 7883 1129 989 80 7861 7829 143 140 7686 2729 41 40 109 46 4957 internal_count=9285 60 9225 1342 1195 1149 147 47 100 7883 1129 989 80 7861 7829 143 140 7686 2729 41 40 109 46 4957 cat_boundaries=0 2 5 cat_threshold=532864 16777217 346112000 507838498 201329168 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=27 num_cat=8 split_feature=25 1 10 24 2 2 25 26 24 3 2 4 4 1 12 25 2 24 8 4 25 1 1 2 24 1 split_gain=1.79756e+06 1.27412e+06 1.10318e+06 469078 795432 1.18643e+06 471261 895783 314996 302763 290437 282414 226760 258016 226078 131710 155913 78349.3 65301.9 31071.7 7626.57 4301.68 5744.44 3694.63 2673.46 4.61099 threshold=0 1183.6900000000003 1064.4750000000001 1 328.05000000000007 515.86500000000012 2 2022.5000000000002 3 561.85750000000019 1052.6300000000003 644.32500000000016 432.41388000000001 206.55000000000004 362.12500000000006 4 515.86500000000012 5 226.95300000000003 221.98491000000004 6 103.77628000000001 50.217500000000008 68.280000000000015 7 186.78750000000002 decision_type=9 2 2 1 2 2 9 2 1 2 2 2 2 2 2 9 2 1 2 2 9 2 2 2 1 2 left_child=1 2 3 11 6 -6 7 -5 -8 14 -7 12 13 -1 15 16 17 19 -19 -2 21 22 -17 24 -22 -23 right_child=9 -3 -4 4 5 10 8 -9 -10 -11 -12 -13 -14 -15 -16 20 -18 18 -20 -21 23 25 -24 -25 -26 -27 leaf_value=0.11540964949688064 -0.11336968064308167 2.262208031163071 2.6098131704330445 0.10440447346917514 3.0150193363002371 -0.43531456773931332 0.38283540173823838 1.8941844283209905 -0.043977252317778166 1.1457361119134086 1.2297241744995118 -0.81146910847844311 1.1094546881176177 -0.64274048318668298 0.80977749204635618 -0.077212848037759019 0.87234311401844022 0.001740454134702283 0.33851651923636261 -0.51575471353530888 -0.059765798701588803 -0.18228162050247193 0.078404870033264157 -0.24116928827762604 -0.10815807149879922 -0.17557252021062944 leaf_weight=535 474 33 20 58 28 22 403 54 301 21 20 37 21 49 30 2039 20 2386 59 20 217 20 24 20 2353 21 leaf_count=535 474 33 20 58 28 22 403 54 301 21 20 37 21 49 30 2039 20 2386 59 20 217 20 24 20 2353 21 internal_value=0 0.315894 0.276443 0.245902 0.393096 1.42054 0.309774 0.888044 0.202289 -0.0532774 0.357561 0.0360799 0.0885098 0.0517977 -0.0566241 -0.0600204 -0.00757166 -0.0135853 0.00982696 -0.127088 -0.092869 -0.077052 -0.0754025 -0.105372 -0.104725 -0.178845 internal_weight=0 1581 1548 1528 886 70 816 112 704 7704 42 642 605 584 7683 7653 2959 2939 2445 494 4694 2104 2063 2590 2570 41 internal_count=9285 1581 1548 1528 886 70 816 112 704 7704 42 642 605 584 7683 7653 2959 2939 2445 494 4694 2104 2063 2590 2570 41 cat_boundaries=0 2 3 5 6 9 10 13 14 cat_threshold=532864 83951617 2500 8320 1 1066 2493595648 440664098 201329168 160 571900514 10098752 34525575 64 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=28 num_cat=8 split_feature=4 25 2 8 26 24 7 10 1 2 3 11 8 3 10 25 2 11 24 26 25 25 1 24 4 26 24 split_gain=2.44446e+06 1.66182e+06 1.25184e+06 1.24783e+06 710860 634451 969319 637127 390258 382924 378216 319686 293515 267772 225623 166123 151307 143178 84589.5 68167.4 55196.2 32415.2 24482.4 22668.8 2606.43 5456.23 2108.09 threshold=1422.3575000000001 0 352.38000000000005 130.94000000000003 2022.5000000000002 1 548.95500000000004 52.910000000000004 160.85000000000005 164.55774000000002 619.41500000000008 91.390500000000017 1.7878000000000001 575.22000000000014 52.910000000000004 2 665.43750000000011 360.14500000000004 3 2022.5000000000002 4 5 223.66250000000002 6 30.270000000000003 2022.5000000000002 7 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 1 2 9 9 2 1 2 2 1 left_child=1 2 5 4 8 6 7 12 -4 10 14 -9 -1 15 -7 17 -6 18 20 -20 -3 22 23 -17 26 -26 -23 right_child=-2 13 3 -5 16 9 -8 11 -10 -11 -12 -13 -14 -15 -16 21 -18 -19 19 -21 -22 24 -24 -25 25 -27 -28 leaf_value=0.36360124352847395 3.5081407337188724 0.10661713889793113 0.92701747236580689 3.6166472377777099 0.47646638597760882 -0.066604191308998195 2.5813090224493118 2.0744626411795615 2.7427837390899659 1.0059748554229737 1.0344338150024415 0.46280366706848142 -0.49652013823043467 1.1080411962270735 -0.92042603232643827 -0.081229824913293863 -0.73887168097496037 0.71524872477849333 0.13771671799555399 -0.0076154293454139032 -0.12329735632713965 -0.063135140593295835 -0.32789354570450324 -0.01854245060462166 0.074636157000506367 -0.10517817115783691 -0.10140087396612427 leaf_weight=513 20 125 29 20 21 498 21 32 20 36 30 20 43 20 33 997 20 30 649 642 497 293 31 1398 27 45 3069 leaf_count=513 20 125 29 20 21 498 21 32 20 36 30 20 43 20 33 997 20 30 649 642 497 293 31 1398 27 45 3069 internal_value=0 0.0082854 0.33286 1.35728 0.855195 0.243661 0.461696 0.396079 1.66815 0.00610406 -0.05795 1.45459 0.297081 -0.0475097 -0.119667 -0.0505323 -0.116381 0.0296099 0.0190123 0.0649416 -0.0761368 -0.0770242 -0.0484692 -0.0450548 -0.096998 -0.0377478 -0.0985554 internal_weight=0 9159 1336 110 90 1226 629 608 49 597 561 52 556 7823 531 7803 41 1943 1913 1291 622 5860 2426 2395 3434 72 3362 internal_count=9179 9159 1336 110 90 1226 629 608 49 597 561 52 556 7823 531 7803 41 1943 1913 1291 622 5860 2426 2395 3434 72 3362 cat_boundaries=0 2 3 6 7 9 12 13 14 cat_threshold=17310080 1 1055 10485760 2365653024 201329168 676 0 67174432 2483113984 274995266 42107200 2264 64 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=25 num_cat=9 split_feature=0 2 5 25 10 24 1 25 1 0 1 26 0 0 19 24 25 26 24 25 25 10 25 26 split_gain=2.38905e+06 2.52395e+06 1.87717e+06 1.01504e+06 582701 676674 882927 1.01595e+06 446538 263960 559934 335618 242238 277550 201120 120277 94293.5 90020.4 77758.5 115787 58854.8 36032.9 16109 3932.65 threshold=1165.3425000000004 50.217500000000008 1435.0600000000002 0 1064.4750000000001 1 9.775500000000001 2 497.97750000000002 96.632500000000022 68.280000000000015 2022.5000000000002 173.94850000000002 311.67500000000007 165.36250000000004 3 4 2022.5000000000002 5 6 7 237.07500000000002 8 2022.5000000000002 decision_type=2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 1 9 2 1 9 9 2 9 2 left_child=2 -2 3 4 5 6 7 -1 -8 16 15 -12 14 -14 -7 17 18 -11 19 -5 -20 22 -18 -17 right_child=1 -3 -4 9 -6 12 8 -9 -10 10 11 -13 13 -15 -16 23 21 -19 20 -21 -22 -23 -24 -25 leaf_value=0.056492523031281723 0.33315396144472315 4.9508421745300293 3.0642097263336185 -0.020103754283545855 1.8550599722428753 -0.065336548347958753 2.1043230015298597 1.0204178102295121 0.44393468475341802 0.69749453299386166 1.9423874049716525 0.41737311194019933 1.275695067374937 0.12577258183405948 0.95154376029968268 -0.14363075174134354 -0.057741535861656146 0.073327983267167038 -0.18318823616921417 0.25598083039665964 -0.0099691520513711749 0.34252549123764042 -0.095226269427497331 -0.25864114409587424 leaf_weight=396 29 20 20 375 22 707 46 144 25 35 27 31 31 65 20 58 1880 68 236 247 991 20 3625 61 leaf_count=396 29 20 20 375 22 707 46 144 25 35 27 31 31 65 20 58 1880 68 236 247 991 20 3625 61 internal_value=0 2.21792 0.00393011 -0.0027884 0.238301 0.215158 0.463732 0.333482 1.51968 -0.0488976 0.252407 1.12729 0.0246815 0.497102 -0.0373618 0.023833 -0.0604048 0.260165 0.00161576 0.0918467 -0.0444975 -0.0810169 -0.0827028 -0.186881 internal_weight=0 49 9130 9110 1456 1434 611 540 71 7654 280 58 823 96 727 222 7374 103 1849 622 1227 5525 5505 119 internal_count=9179 49 9130 9110 1456 1434 611 540 71 7654 280 58 823 96 727 222 7374 103 1849 622 1227 5525 5505 119 cat_boundaries=0 2 3 5 6 9 10 13 16 19 cat_threshold=17310080 67108865 539 16777600 67108864 1103 346030080 2300903458 201361920 1298 268435456 327714 134219776 67108864 2300575744 32768 2181124096 306190400 42074432 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=27 num_cat=7 split_feature=4 0 2 25 24 1 25 10 19 1 0 0 24 0 1 0 1 24 25 0 24 6 6 10 10 0 split_gain=2.37951e+06 1.81607e+06 1.7363e+06 999267 758084 907711 786882 430956 457060 352254 346474 320056 258184 231261 574780 296677 120599 116454 97939.3 89022.7 72737.1 94839.2 35497.2 31065 19800.8 4203.56 threshold=1422.3575000000001 960.86250000000007 98.25500000000001 0 1 9.775500000000001 2 523.74000000000012 110.14500000000002 497.97750000000002 1422.3575000000001 172.12500000000003 3 96.632500000000022 68.280000000000015 232.70000000000002 235.50000000000003 4 5 284.92500000000007 6 99.89997000000001 331.12500000000006 219.79500000000002 147.46662000000001 232.70000000000002 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 1 2 2 2 2 1 9 2 1 2 2 2 2 2 left_child=1 3 10 4 5 6 12 8 11 16 -3 -6 -1 18 17 -16 -7 19 20 -15 21 -5 24 -22 -20 -19 right_child=-2 2 -4 13 7 9 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 25 22 -21 23 -23 -24 -25 -26 -27 leaf_value=-0.26162734177377489 3.4611267833709718 1.354595856666565 4.0394208998907182 0.077810073634411434 -0.1201807817663671 1.6465096798649541 0.87024144211007126 1.3867394032685654 1.3559892924626669 0.59345158418019617 -0.4275410394668579 0.53165037536621096 0.28805152960543362 0.03327849980947134 1.7213625638625201 0.26921386241912842 2.6710373249053951 -0.19168815677448856 -0.082525394940922023 0.62873728300395759 -0.025438922402862399 0.65966163031260172 0.34105911779403686 -0.3961831466011379 0.14651926868840268 -0.31844947723632167 leaf_weight=134 20 24 21 423 662 27 189 23 24 24 20 85 202 74 34 24 20 59 5592 38 1302 30 20 23 38 47 leaf_count=134 20 24 21 423 662 27 189 23 24 24 20 85 202 74 34 24 20 59 5592 38 1302 30 20 23 38 47 internal_value=0 0.00807826 1.67365 -0.00382654 0.241971 0.509389 0.37442 0.0373997 -0.0023679 1.57915 0.544534 -0.0460099 0.0676086 -0.048426 0.235744 1.12047 2.08248 0.000357335 -0.05905 0.216022 0.0058556 0.11383 -0.0793451 -0.0316357 -0.0809794 -0.226524 internal_weight=0 9159 65 9094 1390 596 525 794 771 71 44 747 336 7704 276 58 47 218 7428 112 1778 453 5650 1325 5630 106 internal_count=9179 9159 65 9094 1390 596 525 794 771 71 44 747 336 7704 276 58 47 218 7428 112 1778 453 5650 1325 5630 106 cat_boundaries=0 2 3 4 5 6 9 10 cat_threshold=17310080 134217729 539 16777600 17 3087 346030080 2231435298 201329152 1282 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=19 num_cat=3 split_feature=4 0 1 11 1 0 1 1 10 24 0 0 24 7 5 26 0 24 split_gain=2.33215e+06 1.78607e+06 737737 1.00794e+06 649167 617478 513999 941911 406590 329858 277306 257267 128288 201679 165649 124337 95806.4 60360.9 threshold=1422.3575000000001 1219.7885000000003 50.217500000000008 285.37500000000006 210.75000000000003 143.49000000000004 543.33000000000004 293.06250000000006 1064.4750000000001 0 293.81250000000006 360.99000000000007 1 466.8300000000001 619.41500000000008 2022.5000000000002 14.013000000000002 2 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 1 left_child=1 2 8 5 -3 9 7 -7 10 16 12 -12 13 -1 -14 -13 -4 -11 right_child=-2 4 3 -5 -6 6 -8 -9 -10 17 11 15 14 -15 -16 -17 -18 -19 leaf_value=0.0047802227816970671 3.4265153923034668 0.89550409234088413 0.690406784434895 2.1387668368021648 3.35889595413208 0.55846380917531147 -0.22106571460592336 2.8531857836688004 1.3656370181129092 0.080969004555182023 1.3132556357750524 0.57347914116055354 -0.063263756551787537 0.94422779083251951 -0.74412508699629043 -0.095571582825457468 -0.044960653348402539 -0.21799579800391683 leaf_weight=3540 20 23 91 30 20 53 29 27 21 100 26 51 4820 23 36 61 22 186 leaf_count=3540 20 23 91 30 20 53 29 27 21 100 26 51 4820 23 36 61 22 186 internal_value=0 0.00800726 -0.00158359 0.357628 2.04127 0.252443 0.919483 1.33293 -0.0241128 0.0702188 -0.0275235 0.417118 -0.0348118 0.0108142 -0.0681709 0.209085 0.502747 -0.114259 internal_weight=0 9159 9116 538 43 508 109 80 8578 399 8557 138 8419 3563 4856 112 113 286 internal_count=9179 9159 9116 538 43 508 109 80 8578 399 8557 138 8419 3563 4856 112 113 286 cat_boundaries=0 1 2 3 cat_threshold=2565 1051 1048 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=24 num_cat=5 split_feature=4 0 25 1 24 19 0 0 5 0 24 1 0 0 4 11 0 25 24 10 0 1 0 split_gain=2.28574e+06 1.75053e+06 1.01715e+06 636249 630672 1.15172e+06 653368 692702 524126 312921 594895 697133 211118 508094 194278 139748 123561 79951.6 76813.9 56283.5 42145.4 14787 4014.99 threshold=1422.3575000000001 1219.7885000000003 0 210.75000000000003 1 110.14500000000002 352.08500000000004 540.74500000000012 131.51500000000001 143.49000000000004 2 68.280000000000015 303.97500000000008 173.94850000000002 174.37500000000003 360.14500000000004 352.08500000000004 3 4 290.03125000000006 509.79100000000005 123.63250000000001 391.73750000000007 decision_type=2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 4 -3 12 6 8 -8 -6 15 11 16 13 14 -1 17 -11 18 -4 -19 -14 22 -12 right_child=-2 3 9 -5 5 -7 7 -9 -10 10 21 -13 20 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 leaf_value=0.00046603403008018914 3.3922503719329837 0.88654904572860049 0.1021829571501304 3.3253070640563966 0.35825270468582221 2.5692960468928021 2.8317820103963216 0.5218163770787857 -0.51888835144042977 0.1586671295872441 -0.17609601836455496 2.2890543965940124 -1.0512954082489014 1.5667808799743654 -0.81424795150756835 0.61353725341058551 1.0089962661743164 -0.080632206499522741 -0.040570996339572785 0.45081305551528927 -0.43541526031494143 -0.43755128097534185 -0.030004125213623049 leaf_weight=343 20 23 496 20 743 24 21 34 75 54 76 27 20 20 32 31 25 5537 1468 20 25 20 25 leaf_count=343 20 23 496 20 743 24 21 34 75 54 76 27 20 20 32 31 25 5537 1468 20 25 20 25 internal_value=0 0.00792569 -0.00156926 2.02086 0.252165 0.40368 0.348768 1.4038 0.27783 -0.045445 0.320321 0.824116 -0.0588261 0.013771 -0.0690562 -0.0564995 0.427759 -0.0592612 -0.00418407 -0.0785781 -0.70914 -0.17469 -0.139935 internal_weight=0 9159 9116 43 1337 897 873 55 818 7779 227 106 440 395 375 7552 79 7521 1964 5557 45 121 101 internal_count=9179 9159 9116 43 1337 897 873 55 818 7779 227 106 440 395 375 7552 79 7521 1964 5557 45 121 101 cat_boundaries=0 2 3 4 7 8 cat_threshold=17310080 65537 2272 1117 346030080 2367946786 201361920 1282 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=33 num_cat=7 split_feature=7 7 11 25 1 0 0 1 1 1 0 1 2 24 1 26 0 7 7 25 0 24 25 10 25 1 26 25 3 1 10 10 split_gain=1.76448e+06 2.18635e+06 1.00168e+06 884480 847535 835329 1.82928e+06 697326 494274 267231 322588 294296 223641 196730 94662.6 258623 90481.6 61234.6 151525 53720.1 51634.9 41919.2 81881.3 48338.9 45987.5 37264.1 30725 29650.6 15414.7 12120.6 8927.64 5003.79 threshold=366.17750000000007 441.88278000000008 86.350000000000023 0 256.61250000000007 90.300000000000026 252.37200000000004 515.86500000000012 190.53000000000003 174.37500000000003 806.46500000000003 98.63000000000001 67.485000000000014 1 660.10000000000002 2022.5000000000002 352.08500000000004 648.00000000000011 1060.8750000000002 2 433.55000000000007 3 4 103.13625000000002 5 127.72750000000002 2022.5000000000002 6 218.97000000000003 223.66250000000002 148.59999999999999 242.00750000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 1 9 2 9 2 2 9 2 2 2 2 left_child=3 -2 8 4 9 12 -7 -8 17 10 11 13 14 -1 15 -6 19 -3 -19 21 -18 22 26 24 -23 -13 -5 -24 29 30 -21 -25 right_child=1 2 -4 16 5 6 7 -9 -10 -11 -12 25 -14 -15 -16 -17 20 18 -20 28 -22 23 27 31 -26 -27 -28 -29 -30 -31 -32 -33 leaf_value=0.28015214847031944 4.0903101423240846 -0.55372991315780151 2.5170174113186925 0.34365446718115555 0.029425916671752931 4.242553395271301 1.9144400266806283 -0.42825328403049046 1.5542398109436035 -0.71833114071896209 1.0938493790346033 1.2624313545227051 -0.52283336639404299 0.02493040223166286 0.026857138094694716 1.5304762069384257 0.73812665367126473 0.59522762547368591 -0.55264481337174132 -0.08727989198607794 0.11038798683568052 0.065254982465948463 -0.048100632982277694 -0.20460813137792774 -0.063528463380677358 0.65198847389221182 0.010785726264671043 -0.17225519364215863 0.17590507745742798 -0.31356590787569683 -0.26962302384553133 -0.40180295077237221 leaf_weight=394 21 31 22 57 22 20 24 27 20 38 34 20 27 1225 23 24 20 23 23 4860 38 811 393 31 410 20 54 425 22 24 27 22 leaf_count=394 21 31 22 57 22 20 24 27 20 38 34 20 27 1225 23 24 20 23 23 4860 38 811 393 31 410 20 54 425 22 24 27 22 internal_value=0 1.1155 0.590529 -0.0157639 0.175717 0.856975 1.67936 0.674191 0.153594 0.111007 0.129622 0.109861 0.24875 0.0889256 0.550674 0.812583 -0.0664344 -0.210211 0.0212914 -0.069724 0.32685 -0.0282128 -0.0789615 0.00911984 0.0220249 0.95721 0.1667 -0.113908 -0.0880267 -0.0893882 -0.0882873 -0.286463 internal_weight=0 140 119 9092 1898 167 71 51 97 1731 1693 1659 96 1619 69 46 7194 77 46 7136 58 2203 929 1274 1221 40 111 818 4933 4911 4887 53 internal_count=9232 140 119 9092 1898 167 71 51 97 1731 1693 1659 96 1619 69 46 7194 77 46 7136 58 2203 929 1274 1221 40 111 818 4933 4911 4887 53 cat_boundaries=0 3 4 7 8 11 14 17 cat_threshold=25698688 2147483648 16 73 35733504 1593835746 201361408 1428 33554432 50331648 32768 81920 1543503906 134217728 2097152 1342177474 2048 is_linear=0 shrinkage=0.01 Tree=121 num_leaves=17 num_cat=0 split_feature=4 12 4 1 1 0 5 0 26 3 1 8 1 10 2 12 split_gain=1.60255e+06 1.20773e+06 3.22006e+06 625840 893457 892126 473863 356953 786630 281770 222671 197807 184216 122953 111611 30828.4 threshold=1530.8125000000002 312.37500000000006 14.655000000000003 366.58182000000005 497.97750000000002 67.485000000000014 1089.1825000000001 744.3325000000001 2022.5000000000002 223.66250000000002 1209.1250000000002 37.14500000000001 752.83000000000015 852.81250000000011 460.05000000000007 541.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 6 5 -5 7 13 -9 10 12 15 -6 14 -1 -3 right_child=-2 2 -4 4 9 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.034814064576289272 2.7606914629255024 -0.22620849956165662 3.5920577060475067 0.65094811121622731 0.4969214760173451 3.3275214862823486 -1.3514220414338289 -0.36133846247637713 2.1268480118115742 -0.87011250336964918 1.280055456161499 0.63732523831454191 -0.52967553697783376 0.7537465444207192 0.31914725036091279 -0.73049880133734801 leaf_weight=8748 21 22 34 33 44 20 27 27 24 24 20 22 29 20 90 27 leaf_count=8748 21 22 34 33 44 20 27 27 24 24 20 22 29 20 90 27 internal_value=0 -0.00491264 1.06144 -0.0172086 0.583848 1.66098 -0.0286432 -0.0246343 0.809573 0.0959176 0.345216 -0.150407 0.0890953 -0.0294373 -0.0312096 -0.504083 internal_weight=0 9211 105 9106 170 53 8936 8909 51 117 93 71 73 8858 8838 49 internal_count=9232 9211 105 9106 170 53 8936 8909 51 117 93 71 73 8858 8838 49 is_linear=0 shrinkage=0.01 Tree=122 num_leaves=26 num_cat=3 split_feature=25 4 8 10 1 1 24 5 1 3 16 3 12 4 0 1 8 25 4 0 0 3 17 1 2 split_gain=1.63569e+06 1.5259e+06 705968 517822 487851 890752 493598 439162 387881 323049 256164 233352 234321 194003 225566 165438 138817 83141.3 56742.9 58599.3 76876.5 47697.8 33563.9 18361.7 15251.4 threshold=0 1422.3575000000001 515.18500000000006 73.46250000000002 259.87500000000006 497.97750000000002 1 391.95000000000005 378.05000000000007 262.50000000000006 83.250000000000014 593.34250000000009 362.12500000000006 365.16250000000008 174.80000000000004 1058.7500000000002 1016.9900000000001 2 460.42500000000007 164.55774000000002 425.10000000000002 221.27241000000004 87.300000000000026 288.59250000000003 288.59250000000003 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 16 6 8 13 10 -6 15 -8 12 17 14 -1 -7 -4 18 19 22 -21 23 -2 24 -19 right_child=11 -3 3 -5 5 9 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.11815934307292356 -0.019341043241923241 3.0717086334228516 1.2733449826921734 2.6534365406036375 1.0635465316772461 0.11605857276916505 0.40773217497565856 -0.7786883980887277 2.789632921218872 -0.95413482379913339 -0.58574067998815471 0.9317817337810993 0.78512538678718335 0.74167113432417753 -0.96723943110874722 1.1804311088893724 0.12353260948544456 -0.084364338583045456 -0.49219940567016601 0.30116604870201175 -0.22727732711368137 0.40239067935943601 -0.2733825612967869 -0.36288255850474038 -0.34248901864756709 leaf_weight=295 2776 20 21 20 30 40 670 35 23 20 27 24 33 23 35 23 21 4798 25 117 36 20 53 24 23 leaf_count=295 2776 20 21 20 30 40 670 35 23 20 27 24 33 23 35 23 21 4798 25 117 36 20 53 24 23 internal_value=0 0.328313 0.288106 1.32908 0.235247 0.799835 0.164479 0.310123 1.8126 0.153127 0.369248 -0.0527116 -0.0557673 -0.142292 -0.208213 0.504639 0.698439 -0.0592923 -0.0177098 -0.0137913 0.176826 -0.0847833 -0.0241004 -0.0869694 -0.0855958 internal_weight=0 1303 1283 62 1221 136 1085 732 53 83 697 7929 7905 353 330 63 42 7872 3007 2982 153 4865 2829 4845 4821 internal_count=9232 1303 1283 62 1221 136 1085 732 53 83 697 7929 7905 353 330 63 42 7872 3007 2982 153 4865 2829 4845 4821 cat_boundaries=0 1 2 5 cat_threshold=17310080 1424 2189508608 3741319266 201361424 is_linear=0 shrinkage=0.01 Tree=123 num_leaves=25 num_cat=2 split_feature=7 4 1 3 8 24 0 0 26 7 4 1 7 4 26 24 3 3 14 0 1 6 3 26 split_gain=1.69442e+06 3.75158e+06 641390 908245 586835 332018 353331 320617 574985 248198 230591 204802 181749 157154 138207 87779.9 91320.3 119444 84980.2 40859.4 21074 13061.8 12997.3 12794.6 threshold=366.17750000000007 540.74500000000012 256.61250000000007 352.38000000000005 21.101500000000005 0 210.75000000000003 744.3325000000001 2022.5000000000002 664.68750000000011 1013.1050000000001 660.10000000000002 563.68750000000011 209.55000000000004 2022.5000000000002 1 344.21500000000003 415.60849999999999 70.588140000000024 172.12500000000003 652.50000000000011 62.300000000000004 185.10000000000002 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=2 4 7 5 12 6 11 10 -9 -6 15 14 -2 20 -4 19 18 -18 -17 22 23 -14 -1 -7 right_child=1 -3 3 -5 9 13 -8 8 -10 -11 -12 -13 21 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.11655727969586326 0.44314378137941718 4.7851984687473461 0.084436787650698716 1.8844975522848275 1.9817290362586146 -0.43843486259723535 1.7167593383789064 -0.37286036033630376 1.6965960341486437 0.51263282195381499 -0.90961236000061041 -0.33802732270339442 -0.43443486752717392 0.59226344335646863 1.1351312412754182 -0.021342457376780304 0.90749875275985048 0.093110272281141174 -0.27440317729667379 -0.57236880960918612 -0.63854671911759808 -0.779382761092413 -0.34870986022949219 -0.157901093766496 leaf_weight=682 27 23 21 39 23 29 24 25 29 23 30 29 23 21 31 7786 23 83 135 21 22 21 25 37 leaf_count=682 27 23 21 39 23 29 24 25 29 23 30 29 23 21 31 7786 23 83 135 21 22 21 25 37 internal_value=0 1.09311 -0.0154603 0.480987 0.367318 0.225207 0.594449 -0.0296701 0.738514 1.24718 -0.034392 0.335302 -0.202735 -0.169474 0.710812 -0.031393 -0.0217265 0.269817 -0.0256554 -0.135812 -0.370511 -0.599069 -0.124766 -0.281166 internal_weight=0 140 9092 253 117 214 105 8839 54 46 8785 81 71 109 52 8755 8027 106 7921 728 88 44 707 66 internal_count=9232 140 9092 253 117 214 105 8839 54 46 8785 81 71 109 52 8755 8027 106 7921 728 88 44 707 66 cat_boundaries=0 1 2 cat_threshold=1084 128 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=39 num_cat=11 split_feature=7 4 25 1 1 1 8 5 4 8 24 5 1 25 7 26 7 25 4 5 24 25 10 1 25 26 24 25 25 6 13 6 18 4 11 25 5 26 split_gain=1.6607e+06 3.67692e+06 837928 790394 711629 749476 575157 384460 352628 245211 289548 210909 199499 196921 178132 104634 78053 53062.2 43807.1 35335.8 30789.6 57272.3 25906.2 25060.5 24926.2 20537 20180.3 55044.8 48435.2 35218.2 40510.9 12801.8 10950.1 8366.53 6818.38 6730.23 6272.08 965.287 threshold=366.17750000000007 540.74500000000012 0 256.61250000000007 497.97750000000002 378.05000000000007 21.101500000000005 43.440000000000005 460.42500000000007 515.18500000000006 1 66.112500000000011 311.67500000000007 2 563.68750000000011 2022.5000000000002 122.98 3 1120.4650000000004 398.62500000000006 4 5 148.59999999999999 223.66250000000002 6 2022.5000000000002 7 8 9 6.7650000000000006 58.875000000000007 62.300000000000004 1.0000000180025095e-35 96.632500000000022 35.001570000000008 10 67.800000000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 9 2 2 1 9 2 2 9 2 1 9 9 2 2 2 2 2 2 9 2 2 left_child=2 6 3 8 5 12 14 -8 9 10 16 15 -5 -12 -2 -6 -1 19 -10 20 23 25 -23 24 -4 -22 28 29 36 30 -28 -16 34 35 -29 -30 37 -19 right_child=1 -3 17 4 11 -7 7 -9 18 -11 13 -13 -14 -15 31 -17 -18 26 -20 -21 21 22 -24 -25 -26 -27 27 32 33 -31 -32 -33 -34 -35 -36 -37 -38 -39 leaf_value=-0.15365699056625368 0.43871234823156285 4.7373464766792628 -0.17959771782159806 1.3668536875798152 0.91087789217631032 2.7592738024393721 0.3968207021713257 2.2321953178587415 -0.4635359592570199 0.95107841041353014 0.56465611531184279 -0.69818182277679441 0.10251742283503214 0.14622563792073959 -0.43009051779042118 0.11616175831975165 0.48749759769439699 -0.24236066692015704 -1.0472499084472657 -0.42685694376627603 0.099722740915086538 0.0013634345263665217 -0.2838183848063151 -0.36785464800321138 -0.025257269647058784 0.34298377563704308 -0.012190050189604345 -0.088933944618694569 -0.029044163871150448 0.39259335172673071 0.44517735719680784 -0.77158893221900571 0.1475354585647583 0.11773822116851808 0.055643436944845956 -0.096632348284818148 -0.40748409271240238 -0.20409971907734872 leaf_weight=375 27 23 118 26 30 30 25 21 36 36 120 20 24 1124 23 37 20 136 20 21 72 917 33 26 637 67 611 2831 201 24 20 21 20 20 33 1259 20 128 leaf_count=375 27 23 118 26 30 30 25 21 36 36 120 20 24 1124 23 37 20 136 20 21 72 917 33 26 637 67 611 2831 201 24 20 21 20 20 33 1259 20 128 internal_value=0 1.08218 -0.0153057 0.171068 0.828967 1.50971 0.363644 1.23471 0.108585 0.134682 0.11675 0.202996 0.759972 0.19077 -0.200707 0.472005 -0.118201 -0.0646248 -0.672005 -0.0188395 -0.0143583 0.0200584 -0.00845389 -0.0618131 -0.0520927 0.202416 -0.0808852 -0.0665279 -0.109152 0.0163574 0.00230654 -0.593078 -0.0853438 -0.0848322 -0.0872681 -0.0881882 -0.228692 -0.22381 internal_weight=0 140 9092 1898 167 80 117 46 1731 1675 1639 87 50 1244 71 67 395 7194 56 1891 1870 1089 950 781 755 139 5303 3539 1764 655 631 44 2884 1480 2864 1460 284 264 internal_count=9232 140 9092 1898 167 80 117 46 1731 1675 1639 87 50 1244 71 67 395 7194 56 1891 1870 1089 950 781 755 139 5303 3539 1764 655 631 44 2884 1480 2864 1460 284 264 cat_boundaries=0 3 4 5 8 9 11 13 14 17 20 23 cat_threshold=25698688 2147483648 16 1408 16785536 2181120000 1593835618 67143680 412 0 201326592 81920 1140850688 3712 268435456 327809 134234372 268435456 2424961 134217728 0 2560 34078720 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=27 num_cat=4 split_feature=0 2 25 1 20 0 0 24 10 0 0 9 8 4 2 1 25 8 8 25 0 0 18 0 8 2 split_gain=2.72632e+06 2.12112e+06 835728 769130 748612 671070 1.51664e+06 475276 761739 524892 470350 323104 193054 190735 129449 116395 113189 113172 129618 60163.9 89150.9 281665 44562.1 24975.7 23475.7 19282.4 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1 96.07050000000001 293.81250000000006 1335.1525000000004 117.08000000000003 273.11034000000006 174.37500000000003 444.37800000000004 660.10000000000002 2 226.95300000000003 285.37500000000006 3 217.52000000000004 360.99000000000007 210.75000000000003 252.37200000000004 458.03625000000005 266.99500000000006 decision_type=2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=2 10 3 4 7 13 -7 12 9 -9 -2 -10 14 15 -1 -5 -4 19 -19 20 22 -22 -18 25 -20 -21 right_child=1 -3 16 5 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 -17 17 18 24 23 21 -23 -24 -25 -26 -27 leaf_value=-0.25870391386421732 1.8259209632873536 4.4666784419184147 -0.33956911339665091 0.44161038637161254 2.0372431478500368 3.9469941234588624 0.51245065000322132 0.078683939506500267 1.7077994781991712 1.2123692586047705 -0.27092227065044905 0.36000423628708411 0.78707940340042115 1.1213920999609905 0.48193381156921389 -0.40967067586964578 -0.041240340090837532 0.85629968609128682 0.21123565153642132 -0.082946841830864246 0.80164526783690171 -0.29414102427164712 0.4328516156673432 -0.37878417376814222 -0.18636395207157844 -0.34156310541876428 leaf_weight=421 20 23 141 36 20 20 36 813 46 43 23 29 20 23 25 29 2282 28 33 4929 49 45 20 29 27 29 leaf_count=421 20 23 141 36 20 20 36 813 46 43 23 29 20 23 25 29 2282 28 33 4929 49 45 20 29 27 29 internal_value=0 2.01547 -0.0242652 0.185817 0.116246 0.883317 1.73907 0.0887447 0.21796 0.135633 0.704354 1.18665 -0.170429 0.338745 -0.217188 0.0618081 -0.0675025 -0.0619207 0.294493 -0.0662528 -0.0246921 0.277067 -0.0371214 -0.0859986 0.0323158 -0.0844595 internal_weight=0 66 9173 1561 1417 144 56 1397 931 856 43 75 466 88 446 65 7612 7471 88 7383 2396 94 2302 4987 60 4958 internal_count=9239 66 9173 1561 1417 144 56 1397 931 856 43 75 466 88 446 65 7612 7471 88 7383 2396 94 2302 4987 60 4958 cat_boundaries=0 3 4 5 8 cat_threshold=17301760 2147483648 16 673 8320 2258718720 1294008544 143130624 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=36 num_cat=13 split_feature=1 25 20 1 1 3 24 8 26 24 4 11 9 25 8 8 4 24 26 25 1 25 25 26 24 1 26 25 26 5 8 24 25 25 26 split_gain=2.49114e+06 916231 947638 721178 820906 1.02241e+06 478127 344231 241806 176934 161905 120570 114453 98720.4 106252 194052 93956.4 91570.2 84472.2 62415 55683.2 55408.6 50178.5 34628.9 34542.2 24970.7 24560.6 24323.5 30854 24306.1 18944.5 13611.7 40472.6 9042.7 5670.21 threshold=1236.1260000000004 0 73.46250000000002 288.59250000000003 497.97750000000002 244.35500000000002 1 67.800000000000011 2022.5000000000002 2 130.99900000000005 331.12500000000006 92.100000000000023 3 226.95300000000003 331.12500000000006 58.875000000000007 4 2022.5000000000002 5 56.310000000000009 6 7 2022.5000000000002 8 169.17500000000004 2022.5000000000002 9 2022.5000000000002 42.440000000000005 190.42000000000004 10 11 12 2022.5000000000002 decision_type=2 9 2 2 2 2 1 2 2 1 2 2 2 9 2 2 2 1 2 9 2 9 9 2 1 2 2 9 2 2 2 1 9 9 2 left_child=1 2 3 6 5 18 7 10 -6 16 -1 -11 -9 14 17 -16 -8 21 -5 23 -21 29 24 -19 26 -23 -15 34 -29 -3 31 32 -24 -33 -26 right_child=-2 13 -4 4 8 -7 9 12 -10 11 -12 -13 -14 22 15 -17 -18 19 -20 20 -22 25 30 -25 27 -27 -28 28 -30 -31 -32 33 -34 -35 -36 leaf_value=0.28553931095465174 2.916686634195262 0.01408251515879021 1.9574992055892944 0.38109882961619984 0.67370041147867843 3.508515940189362 -0.21579337704699975 0.66811267729158763 -0.56676970973159324 0.071017927875468775 -0.4469227081537247 -0.62526586239154525 1.6280707662001899 -0.20883596831677007 1.0540917491912842 -0.093554950461668118 -0.85000247863622824 0.064771739526228472 1.1913182833886915 -0.019661035311613843 0.24486954173376393 -0.15197002515814009 0.0218371949555018 0.31685217839700203 -0.22590003931963887 -0.46972175598144533 0.095817565224387433 -0.26717528201915597 -0.60218773569379536 -0.24497617936134342 0.17801757642201016 -0.15128493012945637 -0.089205321445644373 -0.088737315933127586 -0.080983558937355316 leaf_weight=530 29 383 30 22 30 20 230 27 33 572 32 26 23 51 26 34 26 110 31 1065 86 507 458 108 54 26 55 54 56 40 28 296 1152 2935 54 leaf_count=530 29 383 30 22 30 20 230 27 33 572 32 26 23 51 26 34 26 110 31 1065 86 507 458 108 54 26 55 54 56 40 28 296 1152 2935 54 internal_value=0 -0.018815 0.195414 0.163636 0.860242 1.58199 0.0990121 0.309516 0.0239303 -0.0548231 0.243833 0.0400746 1.10969 -0.0651234 -0.0116813 0.403759 -0.269671 -0.0224526 0.855001 0.0300687 0.000103168 -0.0969638 -0.0895982 0.181337 -0.209887 -0.164386 -0.0463851 -0.283867 -0.40125 -0.0101742 -0.0811799 -0.0828468 -0.057677 -0.0949166 -0.140438 internal_weight=0 9210 1632 1602 136 73 1466 612 63 854 562 598 50 7578 2385 60 256 2325 53 1369 1151 956 5193 218 324 533 106 218 110 423 4869 4841 1610 3231 108 internal_count=9239 9210 1632 1602 136 73 1466 612 63 854 562 598 50 7578 2385 60 256 2325 53 1369 1151 956 5193 218 324 533 106 218 110 423 4869 4841 1610 3231 108 cat_boundaries=0 3 4 5 8 9 11 14 17 18 21 22 25 27 cat_threshold=17301760 2147549184 16 342 129 2258718848 1293942880 143130624 2948 65536 218103808 2248151040 1073741920 524288 8192 262145 2560 594 0 262144 2560 596 268435456 33560706 33554688 268435456 33554434 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=27 num_cat=4 split_feature=0 2 25 1 20 0 0 0 24 10 0 9 8 4 2 1 25 8 8 25 0 0 18 8 0 2 split_gain=2.65161e+06 2.06803e+06 801411 735468 719657 654290 1.48107e+06 460882 457918 743970 514303 318872 189491 185494 127188 113772 110031 108578 125660 57614.7 87065 275741 43775 29545.7 24475.5 18850.2 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1335.1525000000004 1 96.07050000000001 293.81250000000006 117.08000000000003 273.11034000000006 174.37500000000003 479.25000000000006 660.10000000000002 2 226.95300000000003 277.85000000000008 3 217.52000000000004 360.99000000000007 210.75000000000003 458.03625000000005 252.37200000000004 266.99500000000006 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=2 7 3 4 8 13 -7 -2 12 10 -10 -11 14 15 -1 -5 -4 19 -19 20 22 -22 -18 -20 25 -21 right_child=1 -3 16 5 -6 6 -8 -9 9 11 -12 -13 -14 -15 -16 -17 17 18 23 24 21 -23 -24 -25 -26 -27 leaf_value=-0.25230401616613818 1.8033328285217287 4.4080531874946933 -0.33445161996298284 0.42858437511656022 1.9972957177162169 3.8907801208496098 0.4967470375696818 -0.27229856366696564 0.075936003554644471 1.6887189491935399 1.1981272661685944 0.34978004915960903 0.78111957025527956 1.0980124871627144 0.52751955379139293 -0.4130497176071693 -0.040651744480304404 0.9428997187180953 0.24626334019196339 -0.081261127284070631 0.79295473342039147 -0.29124829398261176 0.42923471415042874 -0.18407019155996818 -0.37411916075081664 -0.33696232762830008 leaf_weight=424 20 23 141 36 20 20 36 23 813 46 43 29 20 23 22 29 2282 22 39 4929 49 45 20 27 29 29 leaf_count=424 20 23 141 36 20 20 36 23 813 46 43 29 20 23 22 29 2282 22 39 4929 49 45 20 27 29 29 internal_value=0 1.98771 -0.0238782 0.181846 0.113816 0.863912 1.7089 0.693111 0.0868511 0.213688 0.132308 1.171 -0.16754 0.326192 -0.213837 0.0530861 -0.0662182 -0.0607156 0.288388 -0.0649589 -0.0242868 0.273921 -0.0365693 0.0702178 -0.0842821 -0.0827568 internal_weight=0 66 9173 1561 1417 144 56 43 1397 931 856 75 466 88 446 65 7612 7471 88 7383 2396 94 2302 66 4987 4958 internal_count=9239 66 9173 1561 1417 144 56 43 1397 931 856 75 466 88 446 65 7612 7471 88 7383 2396 94 2302 66 4987 4958 cat_boundaries=0 3 4 5 8 cat_threshold=17301760 2147483648 16 673 8320 2258718720 1294008544 143130624 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=28 num_cat=4 split_feature=0 2 25 1 10 0 0 24 0 10 10 0 8 4 2 1 25 8 8 25 0 0 10 8 0 2 26 split_gain=2.59885e+06 2.02687e+06 785491 720832 650694 641270 1.4516e+06 457501 451711 346482 601720 463594 261858 181803 139077 111508 108019 106417 123159 56468.1 85332.4 270254 40256.6 28957.8 23988.5 18475.1 4704.96 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 1058.7500000000002 96.632500000000022 254.41050000000004 1 1335.1525000000004 64.050000000000011 210.75000000000003 293.81250000000006 285.37500000000006 174.37500000000003 302.43750000000006 660.10000000000002 2 226.95300000000003 277.85000000000008 3 217.52000000000004 360.99000000000007 173.32500000000002 458.03625000000005 252.37200000000004 266.99500000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 left_child=2 8 3 4 7 13 -7 12 -2 11 -11 -9 14 15 -1 -5 26 19 -19 20 22 -22 -18 -20 25 -21 -4 right_child=1 -3 16 5 -6 6 -8 9 -10 10 -12 -13 -14 -15 -16 -17 17 18 23 24 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.21832764473720137 1.7852995567321779 4.3639727841252869 -0.30063824539184569 0.42429856936136878 1.9036407089233398 3.8518723702430724 0.49177957216898599 0.12519593089445907 -0.2695755328302798 2.0088222832515323 0.020035429894924163 1.2585371933485332 0.94027926791797978 1.0870323529450789 0.36750130379741841 -0.4089192186552903 -0.029421332482509298 0.93347073554992677 0.24380071493295524 -0.080448515772982759 0.78502519047990138 -0.28833581076727977 -0.29404601097106936 -0.18222948180304635 -0.37037796875526163 -0.33359269964283911 -0.41640528736692489 leaf_weight=513 20 23 75 36 20 20 36 719 23 29 32 38 22 23 44 29 2243 22 39 4929 49 45 59 27 29 29 66 leaf_count=513 20 23 75 36 20 20 36 719 23 29 32 38 22 23 44 29 2243 22 39 4929 49 45 59 27 29 29 66 internal_value=0 1.96784 -0.0236431 0.180028 0.112678 0.855273 1.69181 0.0870375 0.68618 0.237605 0.965524 0.182088 -0.127582 0.32293 -0.17205 0.0525552 -0.0655605 -0.0601084 0.285504 -0.0643093 -0.0240439 0.271182 -0.0362036 0.0695156 -0.0834392 -0.0819292 -0.331329 internal_weight=0 66 9173 1561 1417 144 56 1397 43 818 61 757 579 88 557 65 7612 7471 88 7383 2396 94 2302 66 4987 4958 141 internal_count=9239 66 9173 1561 1417 144 56 1397 43 818 61 757 579 88 557 65 7612 7471 88 7383 2396 94 2302 66 4987 4958 141 cat_boundaries=0 3 4 5 8 cat_threshold=17301760 2147483648 16 929 8320 2258718720 1294008544 143130624 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=27 num_cat=3 split_feature=0 2 25 1 20 0 0 0 24 10 0 10 4 1 25 2 10 0 0 18 0 2 0 4 26 0 split_gain=2.54713e+06 1.98654e+06 769860 706488 701636 628508 1.42271e+06 442722 441111 719186 495261 285198 178185 109289 105869 97074.5 113280 87976.8 315138 73175.9 53496.2 49350.6 42643.1 41337.1 4611.33 847.537 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1335.1525000000004 1 96.07050000000001 240.75000000000003 190.53000000000003 174.37500000000003 660.10000000000002 2 313.88000000000005 1.1200000000000003 217.52000000000004 235.50000000000003 336.13500000000005 425.10000000000002 515.86500000000012 343.01500000000004 190.53000000000003 2022.5000000000002 540.74500000000012 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 3 4 8 12 -7 -2 15 10 -10 -11 13 -5 24 16 -1 19 -19 21 22 23 -20 -16 -4 -22 right_child=1 -3 14 5 -6 6 -8 -9 9 11 -12 -13 -14 -15 17 -17 -18 18 20 -21 25 -23 -24 -25 -26 -27 leaf_value=-0.16720665833732085 1.7674465408325197 4.3203329865828808 -0.29763186492919924 0.42005555762184993 1.9712998905181887 3.8133536121845246 0.48686175876193577 -0.2668798293238101 0.068852341677091145 2.1077621156519109 1.0850330491159477 0.75333871769455241 1.0761620148368503 -0.40483001248589878 -0.070685765383473473 0.33053751521640351 -0.82504485062190469 1.2883685826171529 -0.0048825587058553893 0.5252145610536848 -0.2442013759613037 0.33221227353618993 0.54306115722656256 0.11801590319407188 -0.41224123839176058 -0.33234381039937338 leaf_weight=402 20 23 75 36 20 20 36 23 805 22 51 53 23 29 7166 36 28 22 49 21 20 31 20 118 66 24 leaf_count=402 20 23 75 36 20 20 36 23 805 22 51 53 23 29 7166 36 28 22 49 21 20 31 20 118 66 24 internal_value=0 1.94816 -0.0234067 0.178227 0.111551 0.84672 1.67489 0.679318 0.084926 0.209416 0.129396 1.15064 0.319701 0.0520297 -0.0649048 -0.164746 -0.210043 -0.0595073 0.193376 -0.0642421 -0.019808 -0.0659343 0.153942 -0.0676288 -0.328015 -0.292279 internal_weight=0 66 9173 1561 1417 144 56 43 1397 931 856 75 88 65 7612 466 430 7471 135 7336 113 7315 69 7284 141 44 internal_count=9239 66 9173 1561 1417 144 56 43 1397 931 856 75 88 65 7612 466 430 7471 135 7336 113 7315 69 7284 141 44 cat_boundaries=0 3 4 5 cat_threshold=17301760 2147483648 16 673 8320 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=21 num_cat=2 split_feature=0 5 25 26 10 0 0 0 0 19 0 2 12 26 19 25 2 0 0 3 split_gain=2.71108e+06 1.5535e+06 823592 411522 372076 247923 447895 372858 332420 217826 214097 293033 198207 149797 148221 74005.4 107615 57402 33335.8 22450 threshold=1165.3425000000004 1341.6425000000002 0 2022.5000000000002 1016.9900000000001 173.94850000000002 300.91450000000003 375.58250000000004 210.75000000000003 150.70000000000002 140.16174000000004 147.46662000000001 465.34500000000008 2022.5000000000002 252.37200000000004 1 460.05000000000007 228.76800000000003 311.67500000000007 283.54191000000009 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 -2 5 9 8 -8 -7 12 14 13 -1 17 15 16 -4 -12 -15 -17 right_child=3 -3 10 -5 -6 6 7 -9 -10 -11 11 -13 -14 18 -16 19 -18 -19 -20 -21 leaf_value=0.15295036971441811 1.5549130189986458 2.6524316419254648 -0.020951666585135125 3.5346242963700072 1.5691819496154784 0.52075027751922609 -0.95770993102164503 0.51756601841219008 2.3020706532218238 1.1119731521606446 0.13484415480965062 1.2337527502024614 -0.57172151272113514 -0.000839867455618722 0.80200734043121347 -0.083420707959141097 0.68161647487770427 0.65046232690811157 -0.37194516517020559 0.22315422534942628 leaf_weight=1171 21 22 2422 21 20 20 21 93 22 23 38 27 39 70 20 5030 22 50 37 24 leaf_count=1171 21 22 2422 21 20 20 21 93 22 23 38 27 39 70 20 5030 22 50 37 24 internal_value=0 -0.00170313 -0.00808535 2.54477 0.213424 0.195439 0.57104 0.245805 1.45382 0.147918 -0.0486222 0.257377 0.129593 0.122187 -0.0577228 -0.060016 -0.0145678 0.427809 -0.129166 -0.081803 internal_weight=0 9171 9149 42 1409 1389 156 114 42 1233 7740 222 1210 195 7518 7498 2444 88 107 5054 internal_count=9213 9171 9149 42 1409 1389 156 114 42 1233 7740 222 1210 195 7518 7498 2444 88 107 5054 cat_boundaries=0 2 5 cat_threshold=532864 67108865 320929792 2571110626 201359888 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=16 num_cat=2 split_feature=0 5 18 0 24 26 3 0 19 0 0 1 24 4 0 split_gain=2.65713e+06 1.52259e+06 720960 555504 478628 895695 596666 405602 233151 212013 211406 182734 538198 192920 125363 threshold=1165.3425000000004 1341.6425000000002 765.88 140.16174000000004 0 2022.5000000000002 508.59600000000006 1587.2775000000001 366.90000000000003 352.08500000000004 458.28125000000006 98.63000000000001 1 1013.1050000000001 228.76800000000003 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 8 5 9 10 -2 11 -5 -6 13 -13 -1 -7 right_child=7 -3 -4 4 6 14 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.038504957609896966 3.5499958410263059 2.6259071935306895 1.8000908132032916 1.399176832040151 0.14959460776611413 -0.32407570438385008 1.7238442909149896 1.5823438828641718 0.9554721371332805 2.7750307064964659 -0.50193348939867988 0.74712378410192648 -0.070802407113473811 -0.93636346975962326 0.54614964582482173 leaf_weight=8326 20 22 22 24 179 25 21 22 24 21 69 107 258 24 49 leaf_count=8326 20 22 22 24 179 25 21 22 24 21 69 107 258 24 49 internal_value=0 -0.0016861 -0.0080045 -0.0123628 0.357887 0.856708 0.101594 2.51932 -0.0288014 2.04124 -0.0316773 -0.0315119 0.187503 -0.0410856 0.252155 internal_weight=0 9171 9149 9127 388 119 269 42 8739 45 248 8715 365 8350 74 internal_count=9213 9171 9149 9127 388 119 269 42 8739 45 248 8715 365 8350 74 cat_boundaries=0 1 2 cat_threshold=29 2577 is_linear=0 shrinkage=0.01 Tree=132 num_leaves=18 num_cat=1 split_feature=0 5 18 0 24 26 3 26 0 0 1 4 1 1 12 5 26 split_gain=2.60424e+06 1.49228e+06 706607 544428 469104 877871 584792 402562 207794 207199 171550 257996 181496 249707 150788 125055 50445.4 threshold=1165.3425000000004 1341.6425000000002 765.88 140.16174000000004 0 2022.5000000000002 508.59600000000006 2022.5000000000002 352.08500000000004 458.28125000000006 433.55000000000007 1013.1050000000001 736.8325000000001 577.68750000000011 465.34500000000008 116.57500000000002 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 8 9 -2 -5 -6 11 14 13 -12 -1 -7 -14 right_child=7 -3 -4 4 6 15 -8 -9 -10 -11 12 -13 16 -15 -16 -17 -18 leaf_value=-0.027004482975143868 1.5151076916285926 2.5996482189135115 1.7820899677276612 1.3851850668589274 0.14809866409394995 -0.00054681936899820963 1.7066058557569272 3.4731479347319829 2.7472804151262555 -0.49691414480623991 0.27638769483566289 -0.97496818805563035 0.24863816356658938 1.6448907918930054 -0.58332443003751788 0.92511872327327727 -0.43806066678917932 leaf_weight=8558 21 22 22 24 179 54 21 21 21 69 40 29 20 20 49 20 23 leaf_count=8558 21 22 22 24 179 54 21 21 21 69 40 29 20 20 49 20 23 internal_value=0 -0.00166186 -0.00791706 -0.0122317 0.354308 0.848141 0.100578 2.49413 2.02083 -0.0313605 -0.0285056 -0.0333443 0.377191 0.732555 -0.0301716 0.249633 -0.118666 internal_weight=0 9171 9149 9127 388 119 269 42 45 248 8739 8636 103 60 8607 74 43 internal_count=9213 9171 9149 9127 388 119 269 42 45 248 8739 8636 103 60 8607 74 43 cat_boundaries=0 1 cat_threshold=29 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=22 num_cat=4 split_feature=0 5 25 18 24 1 0 10 25 0 1 26 14 19 12 25 2 26 0 3 0 split_gain=2.55242e+06 1.46258e+06 799780 617671 642479 1.50576e+06 396768 323309 220623 200299 345216 470294 175766 142659 102181 72332.5 105545 32671.3 59310.6 22010.2 12724.6 threshold=1165.3425000000004 1341.6425000000002 0 709.65000000000009 1 263.99500000000006 1587.2775000000001 1.1200000000000003 2 140.16174000000004 56.310000000000009 2022.5000000000002 52.345500000000008 252.37200000000004 1.1200000000000003 3 460.05000000000007 2022.5000000000002 352.08500000000004 283.54191000000009 232.70000000000002 decision_type=2 2 9 2 1 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 7 -2 -1 12 13 17 -12 -6 15 -10 16 -4 18 -11 -17 -19 right_child=6 -3 9 -5 8 -7 -8 -9 14 10 11 -13 -14 -15 -16 19 -18 20 -20 -21 -22 leaf_value=0.4507897690530438 3.4885756313800811 2.5736517919193616 -0.020231305544136182 1.9567932720184325 0.18072464184840631 2.5332103473118375 1.5424691941521385 -0.64024120012919117 -0.13165912537739194 0.031122290577207293 2.1227598811189332 0.092816258621215814 -0.46312071651882597 0.78685465240478525 -0.79275474108182464 -0.081977381808227806 0.67554837719960648 0.0670504783361386 0.65429445153190979 0.22157921612262726 -0.16497314929962159 leaf_weight=287 20 22 2422 20 734 35 22 30 232 56 21 25 45 20 26 5030 22 39 21 24 60 leaf_count=287 20 22 2422 20 734 35 22 30 232 56 21 25 45 20 26 5030 22 39 21 24 60 internal_value=0 -0.00164524 -0.00783789 0.210446 0.186815 0.549259 2.46919 0.347538 0.0579321 -0.0477847 0.248189 1.01953 0.141713 -0.0565881 -0.190883 -0.0588379 -0.0139112 0.0465887 0.201078 -0.0803768 -0.0735699 internal_weight=0 9171 9149 1409 1389 352 42 317 1037 7740 222 46 779 7518 258 7498 2444 176 77 5054 99 internal_count=9213 9171 9149 1409 1389 352 42 317 1037 7740 222 46 779 7518 258 7498 2444 176 77 5054 99 cat_boundaries=0 2 3 5 8 cat_threshold=532864 67108865 25 384 67108864 320929792 2571110626 201359888 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=37 num_cat=12 split_feature=25 7 7 11 5 5 12 12 24 11 25 3 24 8 3 14 25 26 25 24 24 11 5 14 25 3 24 25 3 3 3 18 3 24 14 26 split_gain=1.72335e+06 1.86079e+06 2.33664e+06 813535 298727 297996 289041 402517 300214 200012 158572 210199 180620 212566 141744 121115 82792.8 120371 55534.9 66611.7 45880.6 40110.5 30183.6 26096 28192.6 69122.1 43762.7 53957.1 28554.1 24585.9 23017.2 11210.9 7357.35 7164.48 606.885 335.607 threshold=0 319.12500000000006 441.88278000000008 86.350000000000023 328.74048000000005 385.88250000000005 486.41000000000003 166.11250000000004 1 1.1200000000000003 2 593.34250000000009 3 201.18750000000003 451.12500000000006 52.345500000000008 4 2022.5000000000002 5 6 7 3.9885000000000006 593.34250000000009 144.05250000000004 8 283.54191000000009 9 10 190.53000000000003 153.20400000000004 16.695000000000004 11.521335000000002 130.95600000000005 11 253.60950000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 9 2 1 2 2 2 9 2 9 1 1 2 2 2 9 2 1 9 2 2 2 2 2 1 2 2 left_child=1 5 -3 4 -4 6 7 8 15 -10 11 12 13 16 22 -1 17 -2 19 35 -18 -21 -7 24 25 26 27 -12 -28 30 -20 32 33 -26 -25 -14 right_child=10 2 3 -5 -6 14 -8 -9 9 -11 23 -13 18 -15 -16 -17 20 -19 29 21 -22 -23 -24 34 31 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37 leaf_value=0.075169330786519495 0.62161055042710101 4.7167131328582768 -0.19755105781555177 2.5494484840739857 1.2992629671692848 -0.34159982641537989 -0.65120017647743222 1.7186645269393921 0.4514592675583281 -0.21760997653007508 0.23213736160941748 1.0549229648113252 -0.18581298917909211 0.924345173239708 0.34752780032157904 -0.71100633484976627 0.1557752264329117 0.030682685357421195 -0.15751472916627796 0.10633957042157832 -0.0053634322686881876 -0.31712104161580401 -0.82657088077429564 -0.28001433206641158 -0.035392888962448417 0.48158450565338135 -0.061230970861179179 -0.022202747546064966 -0.36704593166228267 -0.46348479614257815 0.19040627241134644 0.14413186709086101 -0.278861834526062 -0.090880575376655295 -0.35533402729034419 -0.15741948106072165 leaf_weight=293 71 20 40 22 20 21 32 20 646 48 105 20 79 32 20 21 264 67 386 329 504 24 33 23 298 25 2021 303 31 25 20 21 20 3201 20 88 leaf_count=293 71 20 40 22 20 21 32 20 646 48 105 20 79 32 20 21 264 67 386 329 504 24 33 23 298 25 2021 303 31 25 20 21 20 3201 20 88 internal_value=0 0.355402 1.65201 0.904525 0.301387 0.24191 0.284741 0.313876 0.286003 0.399428 -0.0444598 0.0349433 0.0243291 0.122041 -0.37162 0.0218935 0.0950504 0.312095 -0.0725671 -0.00218364 0.0513183 0.0754127 -0.637971 -0.0694564 -0.067819 -0.0414189 -0.0469024 0.04724 -0.0655316 -0.155509 -0.140376 -0.0859913 -0.0876089 -0.0865157 -0.315047 -0.161199 internal_weight=0 1236 102 82 60 1134 1060 1028 1008 694 7977 1909 1889 938 74 314 906 138 951 520 768 353 54 6068 6025 2485 2460 408 2052 431 406 3540 3519 3499 43 167 internal_count=9213 1236 102 82 60 1134 1060 1028 1008 694 7977 1909 1889 938 74 314 906 138 951 520 768 353 54 6068 6025 2485 2460 408 2052 431 406 3540 3519 3499 43 167 cat_boundaries=0 1 2 5 6 8 11 12 13 16 17 19 20 cat_threshold=532864 1920 270532608 2634023041 134217744 3102 2097152 2164260865 0 469762176 134217728 640 10 2189514752 38803554 100696836 516 2147483648 4098 32 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=21 num_cat=6 split_feature=1 25 24 19 5 10 11 2 3 5 3 13 19 9 25 11 8 24 25 25 split_gain=1.80804e+06 518851 798939 354451 312301 352386 948625 421613 237577 224121 209541 120120 99859.4 99311 82598.9 103727 82221.1 36284 271948 111097 threshold=1183.6900000000003 0 1 73.46250000000002 802.66250000000002 73.46250000000002 21.380000000000003 164.55774000000002 660.85000000000002 241.87500000000003 575.22000000000014 166.11250000000004 278.73534000000006 124.53000000000002 2 360.14500000000004 226.95300000000003 3 4 5 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 1 9 9 left_child=1 2 8 4 5 7 -7 -4 9 11 12 13 14 -1 15 16 -3 18 -16 -19 right_child=-2 10 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 17 -17 -18 19 -20 -21 leaf_value=-0.1657227833346715 2.1677301416899026 -0.02001100229390166 0.21760762037415254 1.6394224640301296 -0.8250809528516686 2.0501217475690341 -0.55915237426757813 1.0566982410893295 0.84966555867876326 -0.99408606052398685 0.97444632029533385 0.56740610122680668 0.62236579808321868 -0.8463945985876995 0.43471857609419984 0.67898114421150912 0.34593202787732324 -0.28319309327764752 -0.071323040766350196 -0.074895036952465174 leaf_weight=315 38 2415 646 21 23 38 22 66 21 36 20 21 22 23 106 22 63 269 1256 3754 leaf_count=315 38 2415 646 21 23 38 22 66 21 36 20 21 22 23 106 22 63 269 1256 3754 internal_value=0 -0.0180724 0.172039 0.352749 0.323199 0.357409 1.09339 0.295388 -0.18239 -0.241877 -0.0477759 -0.166446 -0.050422 -0.212041 -0.0522991 -0.00461963 -0.0107074 -0.0742879 -0.029058 -0.0894907 internal_weight=0 9159 1232 816 795 772 60 712 416 395 7927 359 7907 338 7885 2500 2478 5385 1362 4023 internal_count=9197 9159 1232 816 795 772 60 712 416 395 7927 359 7907 338 7885 2500 2478 5385 1362 4023 cat_boundaries=0 2 3 6 7 9 11 cat_threshold=17309952 16777216 2720 2493513728 1375797280 134220304 1041 65664 136315009 128 2281701505 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=22 num_cat=4 split_feature=0 0 25 24 0 1 12 12 5 3 0 0 2 19 25 12 24 18 1 3 0 split_gain=1.89194e+06 789297 516486 808554 703986 448397 264459 246037 304260 205697 150571 387422 104361 98109.3 89611 84501.8 66590.4 34029.5 29087.6 25514.4 1898.28 threshold=1165.3425000000004 1660.4350000000002 0 1 352.08500000000004 50.217500000000008 486.41000000000003 110.25000000000001 131.51500000000001 575.22000000000014 346.12500000000006 174.80000000000004 457.74500000000006 278.73534000000006 2 366.58182000000005 3 32.28126000000001 429.49500000000006 340.63500000000005 603.77750000000015 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 left_child=2 -2 3 10 6 -6 7 8 -5 13 11 12 17 14 15 16 -4 -1 19 -16 -12 right_child=1 -3 9 4 5 -7 -8 -9 -10 -11 20 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 leaf_value=-0.22862303811412749 3.5658555831909178 0.75641308975219734 0.055251017871312799 0.33957000098974655 0.55692452841791618 2.33107666015625 -0.75676869551340742 1.3279140008014181 -0.40444086070855456 0.96470190107822418 -0.69627519035339358 1.2264390573501587 0.33136495077248773 0.61614214030179115 -0.07806898584573975 0.59575702957485033 -0.046839828398672623 -0.60600606771615839 -0.44104996594515711 0.2798221645355225 -0.8324032084147136 leaf_weight=295 20 20 950 655 29 28 24 23 60 20 20 20 33 22 4963 23 1903 26 22 20 21 leaf_count=295 20 20 950 655 29 28 24 23 60 20 20 20 33 22 4963 23 1903 26 22 20 21 internal_value=0 2.16113 -0.0184301 0.171069 0.352174 1.42844 0.276288 0.309883 0.277136 -0.0480997 -0.186217 -0.127637 -0.204138 -0.0507237 -0.0525852 -0.00792141 -0.0128158 -0.25919 -0.0780784 -0.0766325 -0.765999 internal_weight=0 40 9157 1234 819 57 762 738 715 7923 415 374 354 7903 7881 2876 2853 321 5005 4983 41 internal_count=9197 40 9157 1234 819 57 762 738 715 7923 415 374 354 7903 7881 2876 2853 321 5005 4983 41 cat_boundaries=0 2 3 6 7 cat_threshold=17309952 16777216 2720 2493595648 1378943073 134220304 2070 is_linear=0 shrinkage=0.01 Tree=137 num_leaves=18 num_cat=2 split_feature=1 10 2 2 24 3 4 24 10 10 7 3 6 2 17 18 16 split_gain=1.75845e+06 329902 307204 673859 447082 590307 179723 169085 398208 571057 383872 161867 135055 81209 77851.8 80494.9 8574.67 threshold=1183.6900000000003 1211.5375000000001 157.58975000000007 173.50000000000003 0 328.74048000000005 1120.4650000000004 1 73.160000000000011 114.60000000000002 485.55000000000001 58.875000000000007 137.99750000000003 479.25000000000006 31.902000000000001 252.37200000000004 83.250000000000014 decision_type=2 2 2 2 1 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 11 12 7 8 10 -10 -1 13 -6 -5 15 -9 -16 right_child=-2 -3 3 4 5 -7 -8 14 9 -11 -12 -13 -14 -15 16 -17 -18 leaf_value=-0.0076318211051480261 2.1378527872185957 1.234173936843872 2.055058045387268 0.12157036087248062 0.30190381753444673 1.6189667298453196 -0.95604649316696899 -0.070855823533141321 2.1451034947633745 0.26273657011698531 1.3166777368025349 -1.0028457620066982 -0.53373720385811552 -0.57214311811659069 -0.28533312653842041 0.50992175380388893 -0.48384346900447728 leaf_weight=4303 38 21 20 45 160 35 21 4221 20 83 22 31 22 27 73 24 31 leaf_count=4303 38 21 20 45 160 35 21 4221 20 83 22 31 22 27 73 24 31 internal_value=0 -0.0177676 -0.0206447 0.2743 0.163003 0.410688 -0.0320429 -0.0298321 0.0137081 0.628245 -0.000895449 -0.363411 0.200892 -0.138572 -0.0740245 -0.0675723 -0.344504 internal_weight=0 9159 9138 340 320 217 8798 8777 4428 103 4325 103 182 72 4349 4245 104 internal_count=9197 9159 9138 340 320 217 8798 8777 4428 103 4325 103 182 72 4349 4245 104 cat_boundaries=0 1 2 cat_threshold=197 1111 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=27 num_cat=5 split_feature=0 0 25 24 0 1 4 6 10 3 0 0 2 25 24 0 2 25 4 14 7 1 3 1 6 0 split_gain=1.84344e+06 773205 502054 789785 687241 437596 303312 372935 523600 200362 148509 377769 102152 91455.6 95661.1 93281.4 80334.9 76747.2 71324.2 57904.3 35922.7 28807 24249.5 18241.1 18010 1882.66 threshold=1165.3425000000004 1660.4350000000002 0 1 352.08500000000004 50.217500000000008 543.33000000000004 128.50500000000002 73.46250000000002 575.22000000000014 346.12500000000006 174.80000000000004 457.74500000000006 2 3 58.430000000000007 352.38000000000005 4 484.01500000000004 70.588140000000024 125.53500000000001 429.49500000000006 361.60000000000008 114.75000000000001 231.90000000000003 603.77750000000015 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 left_child=2 -2 3 10 6 -6 7 8 -5 13 11 12 18 14 15 17 19 -4 -1 -16 -9 22 24 -17 -15 -12 right_child=1 -3 9 4 5 -7 -8 20 -10 -11 25 -13 -14 21 16 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.21779758938127181 3.5236467132568361 0.74298972892761228 0.26961228363854545 0.30862394303656543 0.55012487806122878 2.3027780021939956 -0.71280059687296549 -0.24465212152117777 1.4373007904399526 0.95219910028576848 -0.69075210380554197 1.2108873777389526 0.32805015386957109 -0.072099272572122272 -0.033552092310195396 0.35033505962008521 0.46864535731654017 0.00090217683996473034 -0.8344958086013794 -0.32073644758903819 -0.74346565073186699 -0.42689653769783353 0.27532299804687499 0.71129728090195432 -0.31005898982286456 -0.82631898607526511 leaf_weight=301 20 20 130 624 29 28 30 42 44 20 20 20 33 5243 1836 42 31 452 20 73 22 23 20 21 32 21 leaf_count=301 20 20 130 624 29 28 30 42 44 20 20 20 33 5243 1836 42 31 452 20 73 22 23 20 21 32 21 internal_value=0 2.13332 -0.0181296 0.168703 0.347694 1.41108 0.272712 0.313102 0.382968 -0.0473818 -0.184403 -0.126213 -0.201755 -0.0499714 -0.00103027 0.103533 -0.0361474 0.0655713 -0.256221 -0.044534 -0.416119 -0.0736206 -0.0722251 0.470656 -0.0735428 -0.760189 internal_weight=0 40 9157 1234 819 57 762 732 668 7923 415 374 354 7903 2585 645 1940 582 321 1909 64 5318 5295 63 5275 41 internal_count=9197 40 9157 1234 819 57 762 732 668 7923 415 374 354 7903 2585 645 1940 582 321 1909 64 5318 5295 63 5275 41 cat_boundaries=0 2 3 6 7 9 cat_threshold=17309952 16777216 2720 2493513728 1375797281 134220304 22 276824064 33554433 is_linear=0 shrinkage=0.01 Tree=139 num_leaves=10 num_cat=1 split_feature=0 0 2 10 1 4 24 0 0 split_gain=1.80675e+06 757818 463478 446021 425214 365348 192276 759044 196980 threshold=1165.3425000000004 1660.4350000000002 1374.9750000000004 1211.5375000000001 1094.8600000000004 1120.4650000000004 0 352.08500000000004 483.75000000000006 decision_type=2 2 2 2 2 2 1 2 2 left_child=2 -2 3 4 5 6 7 -1 -8 right_child=1 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=0.005169404428168517 3.4884102172851561 0.73555984306335442 1.4659611220586868 1.470362063407898 1.1843339656961376 -1.1302153534889221 -0.06419188185527562 1.0620837184657221 -0.70822302977244067 leaf_weight=4464 20 20 21 20 29 30 4476 69 48 leaf_count=4464 20 20 21 20 29 30 4476 69 48 internal_value=0 2.11199 -0.0179454 -0.0213563 -0.024629 -0.0284873 -0.024838 0.0212107 -0.0708685 internal_weight=0 40 9157 9136 9116 9087 9057 4533 4524 internal_count=9197 40 9157 9136 9116 9087 9057 4533 4524 cat_boundaries=0 1 cat_threshold=1111 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=28 num_cat=4 split_feature=25 1 5 1 18 11 1 0 1 25 1 0 19 25 9 6 5 26 8 25 22 1 26 0 0 0 6 split_gain=1.31121e+06 946871 1.30679e+06 545661 663151 419967 416368 255273 405554 140411 199308 193863 101232 98770.6 78695.6 69755.9 63116.1 61187.1 51518.6 40685.7 38796.8 23976.7 7838.68 9241.57 6867.78 2627.32 900.697 threshold=0 1236.1260000000004 1341.6425000000002 802.66250000000002 494.36250000000007 72.935000000000016 263.99500000000006 66.112500000000011 232.70000000000002 1 68.280000000000015 525.67500000000007 235.35000000000005 2 135.16500000000002 256.61250000000007 328.74048000000005 2022.5000000000002 231.90000000000003 3 35.190000000000005 383.62912500000004 2022.5000000000002 228.76800000000003 317.06250000000006 137.99750000000003 342.77500000000003 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 12 9 10 17 22 13 16 -7 20 18 -9 19 -2 21 -15 23 -11 -24 -19 -17 right_child=7 -3 -4 -5 -6 14 -8 8 -10 11 -12 -13 -14 15 -16 26 -18 25 -20 -21 -22 -23 24 -25 -26 -27 -28 leaf_value=0.23730086651621637 0.17737689905605475 2.3713649212230337 2.8115714726448062 -1.0976690578460693 2.0292273119517739 -0.21154783221258633 1.0026446460826057 0.55199620555428897 1.3556732782824288 0.034828417968749997 1.3435702395439149 0.88485793159121562 0.65778046035766613 -0.075310412657137532 -0.84012330736432761 0.38677427196502684 -0.39549022621578644 0.081958528518676757 -0.35075199999128065 0.016992943668664908 0.35398004441034225 -0.3856337253570557 -0.14082282094138393 -0.17206056676412884 -0.33466940921285876 -0.069261117511325423 0.29300585565112885 leaf_weight=925 172 22 20 30 21 69 77 34 29 50 20 21 20 6088 28 20 36 20 35 1264 21 25 89 38 23 27 21 leaf_count=925 172 22 20 30 21 69 77 34 29 50 20 21 20 6088 28 20 36 20 35 1264 21 25 89 38 23 27 21 internal_value=0 0.313371 0.277352 0.233279 0.268929 0.235293 0.296115 -0.0406744 0.223013 0.121003 0.409085 -0.0279026 -0.0527441 -0.054594 -0.392992 -0.0722407 0.0180736 0.228852 0.0283177 0.0375568 -0.0751055 -0.0765795 -0.125138 -0.05451 -0.180631 -0.00491233 0.338747 internal_weight=0 1192 1170 1150 1120 1099 1002 8053 351 322 101 221 7702 7682 97 6175 1507 81 1471 1436 6134 6113 200 88 112 47 41 internal_count=9245 1192 1170 1150 1120 1099 1002 8053 351 322 101 221 7702 7682 97 6175 1507 81 1471 1436 6134 6113 200 88 112 47 41 cat_boundaries=0 1 4 7 9 cat_threshold=532736 2147483648 134217728 134217744 352387072 251986083 67111424 16777216 16777344 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=28 num_cat=2 split_feature=4 25 1 14 0 10 3 1 20 5 4 0 0 25 1 6 19 6 5 1 11 26 0 0 0 6 6 split_gain=1.31898e+06 994494 760475 968033 1.3964e+06 676847 654608 270242 247232 426101 247063 155461 253814 71239.7 66272.9 42304.6 48099.7 42044.4 38643.9 38381.6 31858.2 28681.3 140916 132858 20894.3 2595.01 569.285 threshold=1422.3575000000001 0 263.99500000000006 52.345500000000008 96.632500000000022 1058.7500000000002 65.050000000000011 184.72500000000005 95.75500000000001 175.23750000000004 38.368750000000013 216.15000000000003 235.50000000000003 1 485.55000000000001 244.35500000000002 190.42000000000004 137.99750000000003 283.54191000000009 216.15000000000003 162.84524000000002 2022.5000000000002 561.34500000000014 458.28125000000006 317.06250000000006 379.49000000000007 210.75000000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 10 7 -6 8 9 -1 14 13 -13 17 -4 16 19 18 20 -15 -3 23 24 -14 -23 26 -19 right_child=-2 11 3 -5 6 -7 -8 -9 -10 -11 -12 12 21 15 -16 -17 -18 25 -20 -21 -22 22 -24 -25 -26 -27 -28 leaf_value=0.17471055057127977 2.4508483982086182 0.031238054543236533 0.35184591656639463 -1.1325545510791597 1.3989738185782181 1.977562454223633 3.435423253885022 -0.97442346659573642 1.1707996984150097 -0.46974340045774304 1.2025253868103027 1.2887895518257506 0.28058967688144781 -0.073358087350045231 -0.3587427253723145 0.27440737887791228 0.41526929616928099 -0.16434260549999419 -0.32207287672794221 -0.32759357595443722 -0.29292018336634479 0.20100760841369628 0.94842427253723149 -0.72188179397583019 -0.21913620192429115 -0.33533563267100941 -0.23888997268676757 leaf_weight=1355 22 1379 21 21 38 20 27 22 23 111 20 21 39 5760 35 35 20 21 33 60 31 20 20 20 29 22 20 leaf_count=1355 22 1379 21 21 38 20 27 22 23 111 20 21 39 5760 35 35 20 21 33 60 31 20 20 20 29 22 20 internal_value=0 -0.000615015 0.217646 0.870476 1.1688 0.149989 2.24488 0.125799 0.142055 0.125915 0.248464 -0.0499102 0.269823 -0.0564323 -0.092272 -0.0720966 -0.0742967 0.00512003 0.0161943 -0.0759791 0.0241112 0.102649 0.241068 -0.0592312 -0.0476489 -0.24772 -0.200707 internal_weight=0 9223 1693 162 141 1531 65 1511 1489 1466 76 7530 149 7381 56 5875 5840 1506 1443 5820 1410 128 69 59 49 63 41 internal_count=9245 9223 1693 162 141 1531 65 1511 1489 1466 76 7530 149 7381 56 5875 5840 1506 1443 5820 1410 128 69 59 49 63 41 cat_boundaries=0 3 6 cat_threshold=532736 16842752 16 352387072 1577320579 67111424 is_linear=0 shrinkage=0.01 Tree=142 num_leaves=21 num_cat=1 split_feature=4 0 24 1 19 2 3 2 12 12 5 2 1 0 0 0 0 1 13 0 split_gain=1.29273e+06 844493 1.30323e+06 1.0785e+06 761784 687393 636359 359612 263432 871861 284248 280699 179198 117631 56897.1 278336 23325.9 20467 18009.8 13805.2 threshold=1422.3575000000001 210.75000000000003 0 50.217500000000008 478.87750000000005 9.775500000000001 67.800000000000011 52.547500000000007 465.34500000000008 312.37500000000006 1204.8925000000002 967.31750000000011 2.9625000000000008 303.97500000000008 352.08500000000004 453.00000000000006 630.86250000000007 284.92500000000007 64.050000000000011 259.87500000000006 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 12 7 8 -5 -7 14 9 10 11 -1 13 -3 19 -16 -15 -14 -10 -4 right_child=-2 2 3 5 -6 6 -8 -9 18 -11 -12 -13 17 16 15 -17 -18 -19 -20 -21 leaf_value=-0.025416180576882139 2.4263400134173305 0.45405739857600291 0.1748092369806199 3.0037722697402489 1.7981740354455036 -0.16406067711966379 2.2436480530448581 1.6609557528722854 -0.57723888942173551 1.8450212348937987 -1.2159060287475587 1.0357194450378417 -0.64946560740470882 -0.16966003093719484 1.4306498699188235 0.056347263540540427 -0.61093180532040803 -1.0786547119140624 -0.95341102027893077 -0.16437066282544815 leaf_weight=8733 22 26 21 33 23 21 23 21 35 25 20 25 20 25 20 56 23 25 20 28 leaf_count=8733 22 26 21 33 23 21 23 21 35 25 20 25 20 25 20 56 23 25 20 28 internal_value=0 -0.000608865 0.487009 0.914164 -0.0193866 1.91277 1.09451 0.450117 -0.024106 -0.0197954 -0.0251065 -0.0223871 -0.360024 -0.0876681 0.246696 0.418006 -0.381103 -0.887904 -0.714029 -0.0190078 internal_weight=0 9223 342 223 8881 77 44 146 8858 8803 8778 8758 119 74 125 76 48 45 55 49 internal_count=9245 9223 342 223 8881 77 44 146 8858 8803 8778 8758 119 74 125 76 48 45 55 49 cat_boundaries=0 1 cat_threshold=2752 is_linear=0 shrinkage=0.01 Tree=143 num_leaves=21 num_cat=1 split_feature=4 0 24 1 2 18 2 2 20 5 12 12 1 0 0 0 0 1 11 0 split_gain=1.26701e+06 827687 1.2773e+06 1.05704e+06 673714 473328 414953 352456 285472 526963 192628 261527 175632 115290 55764.8 272797 22861.7 20059.7 18771.5 13530.4 threshold=1422.3575000000001 210.75000000000003 0 50.217500000000008 9.775500000000001 564.34500000000014 352.38000000000005 52.547500000000007 355.67500000000007 1211.5375000000001 465.34500000000008 338.38500000000005 2.9625000000000008 303.97500000000008 352.08500000000004 453.00000000000006 630.86250000000007 284.92500000000007 64.050000000000011 259.87500000000006 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 12 7 -5 8 -6 14 9 10 11 -1 13 -3 19 -16 -15 -14 -12 -4 right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 18 -13 17 16 15 -17 -18 -19 -20 -21 leaf_value=-0.021106477919250237 2.4020766223560681 0.44951681503882773 0.17306114015125093 2.973734556255919 0.19706116835276288 1.3548457920074464 2.1473788280487058 1.64434619585673 1.1702994741201402 -1.6471464700698852 -0.47872638583183291 1.1237186160087587 -0.64297093260288241 -0.16796343688964843 1.4163433561325074 0.055783789157867435 -0.60482250281002214 -1.0678681884765626 -0.86926293945312494 -0.16272695030484879 leaf_weight=8744 22 26 21 33 24 25 20 21 20 20 32 20 20 25 20 56 23 25 20 28 leaf_count=8744 22 26 21 33 24 25 20 21 20 20 32 20 20 25 20 56 23 25 20 28 internal_value=0 -0.000602777 0.482139 0.905023 1.89364 -0.0191928 1.08357 0.445616 -0.0230716 -0.0257728 -0.0220945 -0.0184939 -0.356424 -0.0867914 0.24423 0.413826 -0.377292 -0.879025 -0.628933 -0.0188178 internal_weight=0 9223 342 223 77 8881 44 146 8856 8836 8816 8764 119 74 125 76 48 45 52 49 internal_count=9245 9223 342 223 77 8881 44 146 8856 8836 8816 8764 119 74 125 76 48 45 52 49 cat_boundaries=0 1 cat_threshold=2752 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=43 num_cat=11 split_feature=25 7 7 8 24 11 0 0 10 0 1 24 0 14 12 2 2 24 25 14 24 25 26 2 0 24 0 0 0 8 2 25 10 24 3 0 13 8 25 26 26 10 split_gain=1.24675e+06 1.00359e+06 2.88007e+06 690428 469542 636163 599356 668993 421989 239046 387645 265302 294788 178865 222690 176186 157600 174318 90811.5 89499.6 66305.4 74919.2 103240 52842.5 50343.8 40894.2 58353.9 50537.7 36359.3 35614.9 26836 25596.3 36487.9 32080.2 21993.1 21881 19668.8 16812.4 17653.1 16673.9 16575.6 9242.25 threshold=0 319.12500000000006 441.88278000000008 21.101500000000005 1 1.1200000000000003 210.75000000000003 540.74500000000012 96.07050000000001 66.112500000000011 232.70000000000002 2 228.76800000000003 52.345500000000008 166.11250000000004 66.112500000000011 302.43750000000006 3 4 486.41000000000003 5 6 2022.5000000000002 387.99000000000007 360.99000000000007 7 404.82250000000005 398.62500000000006 232.70000000000002 52.345500000000008 589.71000000000015 8 308.62500000000006 9 283.54191000000009 135.40500000000003 112.80000000000003 27.765980000000003 10 2022.5000000000002 2022.5000000000002 73.46250000000002 decision_type=9 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 1 9 2 1 9 2 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 9 2 2 2 left_child=1 4 -3 -4 13 6 8 -8 15 18 11 12 35 14 16 -6 17 -1 20 -15 21 22 -2 31 -14 26 28 39 -13 -7 -18 32 33 -20 37 -11 41 38 -22 -27 -23 -33 right_child=9 2 3 -5 5 29 7 -9 -10 10 -12 25 24 19 -16 -17 30 -19 23 -21 34 40 -24 -25 -26 27 -28 -29 -30 -31 -32 36 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 leaf_value=-0.31979527842508604 0.10787518819173178 4.6639669132232671 -0.52992467831342649 1.3640768929531699 0.27427260846773782 -0.76775179545084637 2.6458579169379339 0.56353556897905133 1.7303320486649225 0.25817130680741934 1.3228008072951745 0.065583664551377291 1.4573292781829836 -0.90678349653879808 1.0497676077756015 1.0066588656107585 0.86533943939208979 0.101613985272341 -0.08613280882305023 -0.043168934822082526 0.10287132193073095 0.13795759926451015 0.74526828765869146 0.39466285514831539 0.79316986083984375 0.010287472259166628 0.51691810499538071 -0.68790835857391364 -0.39082429409027103 -0.24143934440612794 0.36448211255280866 -0.080659703730127527 0.38660016608238224 -0.010419100130246099 -0.32134782625281288 -0.14133986904070928 0.16291406689268173 -0.27163373242253847 -0.025358765070973815 -0.2608471536325912 -0.045268288667385401 -0.22471363549762302 leaf_weight=136 54 20 39 38 375 36 27 36 23 29 29 64 25 30 22 36 20 291 961 20 129 94 48 25 21 43 22 20 24 20 23 4335 20 1346 23 26 33 23 462 48 104 45 leaf_count=136 54 20 39 38 375 36 27 36 23 29 29 64 25 30 22 36 20 291 961 20 129 94 48 25 21 43 22 20 24 20 23 4335 20 1346 23 26 33 23 462 48 104 45 internal_value=0 0.305497 1.28296 0.404777 0.221699 0.422997 0.544497 1.45596 0.412188 -0.0397364 0.215431 0.115699 0.51263 0.00835793 0.0664237 0.338423 0.0203948 -0.037715 -0.0514166 -0.561338 0.0407069 0.160833 0.371412 -0.0641418 1.15413 -0.0850506 0.0515814 -0.213525 -0.0588912 -0.579783 0.597439 -0.0659387 -0.0385243 -0.0423768 -0.0174788 0.0693115 -0.0801257 -0.00638078 0.00394209 -0.132729 0.0397121 -0.0821397 internal_weight=0 1192 97 77 1095 553 497 63 434 8053 351 322 101 542 492 411 470 427 7702 50 937 300 102 6765 46 221 110 111 88 56 43 6740 2327 2307 637 55 4413 614 591 91 198 4380 internal_count=9245 1192 97 77 1095 553 497 63 434 8053 351 322 101 542 492 411 470 427 7702 50 937 300 102 6765 46 221 110 111 88 56 43 6740 2327 2307 637 55 4413 614 591 91 198 4380 cat_boundaries=0 1 2 3 4 7 8 10 11 14 15 18 cat_threshold=532736 4000 1037 640 352387072 218431617 67109376 1074 16777216 84148224 2400 44044288 3524270178 2384 395 65536 65664 512 is_linear=0 shrinkage=0.01 Tree=145 num_leaves=31 num_cat=5 split_feature=7 13 1 11 0 24 0 0 2 25 24 26 24 1 0 0 0 14 2 12 6 1 26 2 24 26 26 0 7 26 split_gain=690866 1.86771e+06 648277 409156 346137 856176 1.42837e+06 1.03796e+06 920699 261664 521687 799293 260456 396170 182328 171013 188621 123014 145405 85665.7 70526.2 54200.1 51820.5 47124.9 63895 41257.5 16763.1 16694.8 5359.13 2954.46 threshold=319.12500000000006 128.11550000000003 179.01000000000002 86.350000000000023 123.63250000000001 0 767.58750000000009 1062.9250000000002 157.58975000000007 1 2 2022.5000000000002 3 68.280000000000015 308.62500000000006 453.00000000000006 352.08500000000004 460.42500000000007 1013.1050000000001 636.15000000000009 379.49000000000007 2.9625000000000008 2022.5000000000002 96.100500000000011 4 2022.5000000000002 2022.5000000000002 300.91450000000003 488.75250000000005 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 9 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=4 2 3 26 9 7 8 12 15 10 11 -1 13 27 22 16 -7 18 19 20 -11 -16 -14 24 25 -12 -2 -6 -28 -26 right_child=1 -3 -4 -5 5 6 -8 -9 -10 17 23 -13 14 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 28 -29 -30 -31 leaf_value=-0.058528648376464841 -0.18256386511666434 3.4893066139221189 1.629735915042736 1.1801051157996769 0.2068707519608575 -0.004389405512547755 2.6867158818244934 -2.1883130944293478 1.9914231839673273 -0.05309568341884275 0.34862641652425136 1.6104275156656902 -0.21953497580119544 1.4683008314062047 -0.46841502219438552 -0.75855383665665344 1.0681685914993286 0.5562670421600342 0.79609953460097316 -0.66703542626422396 -0.36746463086869979 -1.122227517990839 0.383594306501849 -0.5223433065414429 -0.14841922336154514 -0.042881750966988354 -0.35564961301869363 -0.09155002844961066 -0.54069527513840621 -0.25509694023132329 leaf_weight=55 35 20 27 21 37 91 32 23 29 8062 57 60 28 27 32 23 20 33 20 23 72 21 29 20 54 51 29 38 34 50 leaf_count=55 35 20 27 21 37 91 32 23 29 8062 57 60 28 27 32 23 20 33 20 23 72 21 29 20 54 51 29 38 34 50 internal_value=0 0.623398 0.230807 -0.0865967 -0.0276566 0.249193 0.71826 -0.163635 0.37588 -0.0415686 0.223739 0.747253 0.0483049 0.391245 -0.279823 0.0262477 0.188864 -0.05299 -0.0555136 -0.0576017 -0.0558784 -0.727473 0.0873203 -0.0559158 -0.0145507 0.149871 -0.358033 0.0556709 -0.455516 -0.182188 internal_weight=0 166 146 119 8987 430 195 235 163 8557 347 115 212 102 110 134 111 8210 8177 8157 8134 53 57 232 212 108 98 75 63 104 internal_count=9153 166 146 119 8987 430 195 235 163 8557 347 115 212 102 110 134 111 8210 8177 8157 8134 53 57 232 212 108 98 75 63 104 cat_boundaries=0 1 3 4 5 6 cat_threshold=3736 17309696 16777216 2067 1048 1576 is_linear=0 shrinkage=0.01 Tree=146 num_leaves=24 num_cat=2 split_feature=4 25 5 5 11 24 4 4 2 13 11 3 6 4 5 26 1 1 22 1 6 6 1 split_gain=1.22194e+06 418316 581140 617812 340473 321591 343967 395556 278646 249445 376112 190555 105980 160247 85245.8 65286 60819.7 53417.6 53029.6 48069 27231.1 41158.7 6671.01 threshold=1422.3575000000001 0 385.88250000000005 297.56250000000006 67.035000000000011 1 202.65750000000003 511.57000000000005 457.74500000000006 112.80000000000003 465.34500000000008 362.12500000000006 206.14500000000001 62.300000000000004 1204.8925000000002 2022.5000000000002 378.05000000000007 52.547500000000007 67.980000000000004 50.217500000000008 259.12500000000006 310.65000000000003 665.43750000000011 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 6 8 -8 -1 10 -7 12 16 20 17 -13 18 -4 19 -3 -14 -22 -18 right_child=-2 11 4 -5 -6 9 7 -9 -10 -11 -12 15 13 -15 -16 -17 22 -19 -20 -21 21 -23 -24 leaf_value=-0.2510712874585932 2.3937523800986154 -0.062511110572289641 -0.48578904580425575 1.8979499244689941 0.55647251892089844 0.28086802960653923 1.498487616947719 -0.27140089117962385 0.91125886830416591 1.0612410670060377 -0.96502149658203129 0.9107245130836964 -0.23012049121856692 0.95299715805053709 -1.4696633701324464 0.24451850790726512 -0.30803946915794822 -1.1272404990196228 0.45775952291488653 0.079624451757446549 0.52476023991902676 -0.0043814472276337288 -0.5382039585113525 leaf_weight=330 21 7258 37 21 20 787 28 23 22 39 25 24 25 25 20 38 34 20 20 246 21 49 20 leaf_count=330 21 7258 37 21 20 787 28 23 22 39 25 24 25 25 20 38 34 20 20 246 21 49 20 internal_value=0 -0.0212313 0.139139 0.19692 -0.606008 0.168433 -0.0655942 0.700303 -0.178426 0.276778 0.242509 -0.0497006 -0.0542119 0.240643 -0.907952 0.502405 -0.058881 -0.71086 -0.056481 -0.0578515 0.0531817 0.154361 -0.393286 internal_weight=0 9132 1372 1275 97 1254 403 51 352 851 812 7760 7698 120 77 62 7578 57 7524 7504 95 70 54 internal_count=9153 9132 1372 1275 97 1254 403 51 352 851 812 7760 7698 120 77 62 7578 57 7524 7504 95 70 54 cat_boundaries=0 2 3 cat_threshold=17309952 150994944 960 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=23 num_cat=1 split_feature=4 25 5 5 14 14 0 9 3 6 4 5 1 0 1 22 6 6 3 3 1 14 split_gain=1.19762e+06 409992 569576 605517 275828 361400 299195 253874 186763 103871 157058 75592 59609.3 92314 249071 52962.8 26689.2 40339.6 22544.8 14468.7 6538.26 3350.83 threshold=1422.3575000000001 0 385.88250000000005 297.56250000000006 460.42500000000007 1.7878000000000001 287.36250000000007 285.37500000000006 362.12500000000006 206.14500000000001 62.300000000000004 904.12500000000011 378.05000000000007 218.97000000000003 58.430000000000007 67.980000000000004 259.12500000000006 310.65000000000003 575.22000000000014 42.190000000000005 665.43750000000011 133.96350000000004 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 9 12 16 19 13 15 -15 -3 -11 -18 -10 -4 -14 -7 right_child=-2 8 7 -5 -6 21 -8 -9 18 10 -12 -13 20 14 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.12442003345287261 2.3698149987629482 -0.062117224486068004 -0.4802578687209349 1.878970427740188 1.0420107588086809 -0.81215209461393811 0.6700796532845712 0.31769803420357084 0.35596140766143797 -0.22781928958892825 0.94346717910766598 -1.2948212146759033 -0.30495907503015857 0.0060196546471637229 1.1260105550289154 0.45318191766738891 0.51951265652974454 -0.0043376260874222741 0.75450660488822241 -0.8380174398422241 -0.53282191562652581 -0.64231655340928295 leaf_weight=1061 21 7365 26 21 35 21 111 23 40 25 25 28 34 115 24 20 21 49 22 20 20 26 leaf_count=1061 21 7365 26 21 35 21 111 23 40 25 25 28 34 115 24 20 21 49 22 20 20 26 internal_value=0 -0.021019 0.137747 0.19495 0.166749 0.141619 0.176099 -0.599948 -0.0492036 -0.0536698 0.238237 -0.885163 -0.0582922 -0.0559162 0.199399 -0.0607217 0.0526499 0.152817 0.497381 -0.635806 -0.389353 -0.718201 internal_weight=0 9132 1372 1275 1254 1219 1172 97 7760 7698 120 74 7578 7524 139 7385 95 70 62 46 54 47 internal_count=9153 9132 1372 1275 1254 1219 1172 97 7760 7698 120 74 7578 7524 139 7385 95 70 62 46 54 47 cat_boundaries=0 2 cat_threshold=17309952 150994944 is_linear=0 shrinkage=0.01 Tree=148 num_leaves=20 num_cat=1 split_feature=7 5 8 5 0 3 24 0 0 0 0 3 14 8 12 1 8 7 8 split_gain=667482 2.09493e+06 450264 433294 363901 828520 619735 1.3186e+06 735110 213732 150177 116499 123339 109930 135065 36191.3 26134.2 27702.3 50.0281 threshold=319.12500000000006 324.54200000000009 426.65000000000009 1265.0725000000002 123.63250000000001 508.59600000000006 0 603.77750000000015 1081.6425000000002 300.91450000000003 258.76500000000004 1065.8000000000002 460.42500000000007 543.33000000000004 515.18500000000006 51.82500000000001 13.037000000000001 485.55000000000001 844.84875000000011 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 15 4 11 6 7 10 9 -8 -6 12 13 14 -1 16 17 -2 -15 right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=-0.033460080537852835 -0.057027387936909993 2.6401756680317412 1.3281744039626349 -1.4617255492437453 -0.13059358865022661 2.198563870475406 0.33111484630687821 3.1699229583740238 -1.6557413680465132 -0.2304896455192566 0.71601942582563927 -0.78174058301108218 0.52507418339069079 -0.56036289787292481 -0.65595972279139925 -0.65776358830928805 0.13118073368072511 -0.46847852336035833 -0.5385101916573265 leaf_weight=8404 30 39 21 21 40 21 148 20 27 125 44 21 39 20 35 20 20 36 22 leaf_count=8404 30 39 21 21 40 21 148 20 27 125 44 21 39 20 35 20 20 36 22 internal_value=0 0.612957 -0.00957514 -0.0269843 -0.0236239 0.261972 0.161308 0.786663 -0.0790685 0.0739699 0.31287 -0.0378352 -0.0360016 -0.0385817 -0.0360418 -0.274601 -0.185493 -0.281455 -0.548916 internal_weight=0 166 127 8987 8966 425 404 104 300 273 84 8541 8520 8481 8439 106 86 66 42 internal_count=9153 166 127 8987 8966 425 404 104 300 273 84 8541 8520 8481 8439 106 86 66 42 cat_boundaries=0 1 cat_threshold=263 is_linear=0 shrinkage=0.01 Tree=149 num_leaves=25 num_cat=4 split_feature=7 5 11 5 0 3 24 0 0 25 24 26 0 0 2 3 3 24 26 26 7 7 3 26 split_gain=654199 2.05324e+06 467356 424671 356660 812032 607402 1.29236e+06 720481 281601 519321 860860 209479 147188 111484 94284.4 119549 36528.8 40461.1 21804.9 10750.6 9522.74 8251.98 104.736 threshold=319.12500000000006 324.54200000000009 86.350000000000023 1265.0725000000002 123.63250000000001 508.59600000000006 0 603.77750000000015 1081.6425000000002 1 2 2022.5000000000002 300.91450000000003 258.76500000000004 1013.1050000000001 466.8300000000001 362.12500000000006 3 2022.5000000000002 2022.5000000000002 404.76000000000005 541.1975000000001 709.65000000000009 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=3 2 19 4 9 6 7 13 12 10 11 -1 -8 -6 15 16 -11 18 -12 -2 -21 -22 -17 -19 right_child=1 -3 -4 -5 5 -7 8 -9 -10 14 17 -13 -14 -15 -16 22 -18 23 -20 20 21 -23 -24 -25 leaf_value=-0.061569809350100431 -0.11229074601204164 2.6137739347800233 1.1311921531813485 -1.4471082878112793 -0.12928765749931334 2.1765782174609956 0.32780368725995757 3.1382236633300784 -1.6391839716169567 -0.050660237305101968 0.26187366762468889 1.6846956950220568 -0.22818475173950195 0.70885926116596565 0.6783503552277883 -0.61385762214660644 0.60389063290187284 -0.18754717713695462 -0.10895204544067383 -0.25048271699385211 -0.6833018808364868 -0.39306121257635263 -0.36382761120796203 -0.16817879011046213 leaf_weight=55 31 39 28 21 40 21 148 20 27 8094 62 58 125 44 21 22 28 59 56 22 20 26 33 53 leaf_count=55 31 39 28 21 40 21 148 20 27 8094 62 58 125 44 21 22 28 59 56 22 20 26 33 53 internal_value=0 0.606827 -0.00947938 -0.0267145 -0.0233877 0.259352 0.159695 0.778796 -0.0782778 -0.0374568 0.239326 0.766878 0.0732302 0.309742 -0.0492691 -0.051198 -0.0484037 -0.0410163 0.0791785 -0.332094 -0.432298 -0.519253 -0.46384 -0.16376 internal_weight=0 166 127 8987 8966 425 404 104 300 8541 343 113 273 84 8198 8177 8122 230 118 99 68 46 55 112 internal_count=9153 166 127 8987 8966 425 404 104 300 8541 343 113 273 84 8198 8177 8122 230 118 99 68 46 55 112 cat_boundaries=0 1 3 4 5 cat_threshold=263 17309696 16777216 2067 1576 is_linear=0 shrinkage=0.01 Tree=150 num_leaves=17 num_cat=0 split_feature=4 2 8 5 10 3 3 1 1 3 1 10 10 0 19 2 split_gain=1.25143e+06 797785 1.43638e+06 688068 396234 370779 531334 297343 431232 496843 199656 152533 846681 146037 113590 19519.6 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 1211.5375000000001 66.112500000000011 449.26500000000004 293.06250000000006 802.66250000000002 232.70000000000002 65.050000000000011 96.07050000000001 117.08000000000003 217.52000000000004 518.68250000000012 589.71000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 4 7 10 -7 11 9 -9 15 14 -13 -10 -1 -3 right_child=-2 2 -4 -5 -6 6 -8 8 13 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.041740865892515133 2.4906480798721313 0.53395541451194073 3.2069945840835574 -1.8782197227478028 1.3190514685890893 2.2751275117397309 0.023056022470647638 0.40562596557617192 -0.0027293419837951661 2.1031806902885437 -0.70910542742411298 2.0885209809650074 0.017955148800667089 -1.0920184745788575 0.66196345785389787 0.15167815615149105 leaf_weight=8543 20 22 20 20 22 20 22 125 32 20 30 22 193 20 23 34 leaf_count=8543 20 22 20 20 22 20 22 125 32 20 30 22 193 20 23 34 internal_value=0 -0.0135122 0.714734 -0.0254612 -0.021344 0.325318 1.09547 -0.0246285 0.35959 0.639771 -0.0508033 -0.0332484 0.229827 -0.421687 -0.0398514 0.301859 internal_weight=0 9168 148 9020 9000 128 42 8978 197 145 86 8781 215 52 8566 56 internal_count=9188 9168 148 9020 9000 128 42 8978 197 145 86 8781 215 52 8566 56 is_linear=0 shrinkage=0.01 Tree=151 num_leaves=17 num_cat=0 split_feature=4 2 8 5 3 3 11 4 0 1 26 1 0 12 11 26 split_gain=1.22653e+06 781909 1.40779e+06 674376 363400 520761 301638 762199 254890 201569 373347 195683 189607 123065 114051 105793 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 66.112500000000011 449.26500000000004 282.37500000000006 73.320000000000007 1205.5225000000003 383.62912500000004 2022.5000000000002 65.050000000000011 806.46500000000003 28.484500000000004 744.3325000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 11 -6 8 13 9 12 -11 15 -1 14 -8 -3 right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 leaf_value=-0.033715514905594074 2.4657415448427202 0.74929559831266046 3.1749245777130124 -1.85943754196167 2.2523762547969817 0.022825482975352897 0.51815273201465606 1.7444001657822554 -1.1554470782279969 0.91167485192418096 -0.14506952394757952 -0.70201437409718837 0.82152601902301503 -0.65352619751639995 -0.39191746847970144 -0.12054986180930302 leaf_weight=8702 20 27 20 20 20 22 40 34 20 64 70 30 26 23 21 29 leaf_count=8702 20 27 20 20 20 22 40 34 20 64 70 30 26 23 21 29 internal_value=0 -0.0133771 0.707586 -0.0252066 0.322065 1.08452 -0.0211306 0.481139 -0.0278033 -0.0252585 0.359644 -0.0502953 -0.0311678 -0.0301817 0.20485 0.29884 internal_weight=0 9168 148 9020 128 42 9000 118 8882 8862 134 86 8728 84 61 56 internal_count=9188 9168 148 9020 128 42 9000 118 8882 8862 134 86 8728 84 61 56 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=17 num_cat=2 split_feature=4 2 0 5 10 25 10 10 2 2 26 2 25 0 0 26 split_gain=1.20212e+06 766349 1.30403e+06 660956 386580 284307 450070 793021 355162 150678 256625 70374 48896.2 105989 89618.8 8467.24 threshold=1422.3575000000001 437.62500000000006 483.75000000000006 1279.9550000000002 1211.5375000000001 0 67.800000000000011 219.79500000000002 147.46662000000001 569.59500000000014 2022.5000000000002 967.31750000000011 1 404.82250000000005 172.12500000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 3 9 4 5 6 8 -8 -1 15 -11 -12 13 -7 -14 -3 right_child=-2 2 -4 -5 -6 12 7 -9 -10 10 11 -13 14 -15 -16 -17 leaf_value=0.020007709075156442 2.4410841077938676 0.59041822267615274 2.643741272858211 -1.8408431816101074 1.3030466790632769 -0.01817862840047892 1.8562428606473484 0.024552834351857504 0.74326227036999981 0.63151698112487797 -0.90830260494480974 -0.097226859569549573 -0.080281773878142781 -0.58768577344489825 0.4777193049726815 0.87175489759445191 leaf_weight=1553 20 23 28 20 22 3355 39 60 71 34 23 20 3838 33 29 20 leaf_count=1553 20 23 28 20 22 3355 39 60 71 34 23 20 3838 33 29 20 internal_value=0 -0.0132433 0.70051 -0.0249546 -0.0209193 -0.0241635 0.0910042 0.746128 0.0516278 0.24709 -0.0177132 -0.531058 -0.0515692 -0.023656 -0.0759008 0.721272 internal_weight=0 9168 148 9020 9000 8978 1723 99 1624 120 77 43 7255 3388 3867 43 internal_count=9188 9168 148 9020 9000 8978 1723 99 1624 120 77 43 7255 3388 3867 43 cat_boundaries=0 3 6 cat_threshold=524672 83886081 16 2543861760 3525316770 176720452 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=29 num_cat=3 split_feature=4 10 25 12 1 9 10 1 1 3 0 25 24 0 0 7 1 1 1 10 6 6 6 0 11 10 0 10 split_gain=1.1782e+06 605608 929858 749273 736972 682056 610215 303474 603840 686749 248457 144132 217835 344841 271519 165632 94648 107598 71638.6 48346.3 43270.4 63333 60017.7 36329 32607.2 32489.1 29813 11304.1 threshold=1422.3575000000001 96.07050000000001 0 541.75000000000011 244.35500000000002 64.050000000000011 337.50000000000006 362.77500000000003 802.66250000000002 141.99000000000004 254.41050000000004 1 2 470.16250000000008 866.75000000000011 73.46250000000002 593.34250000000009 497.97750000000002 13.003400000000001 508.59600000000006 379.49000000000007 97.950000000000017 133.96350000000004 831.91125000000011 185.21094000000002 119.77250000000002 375.58250000000004 195.15000000000003 decision_type=2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 11 9 16 -10 12 13 15 18 -1 17 -9 -14 24 21 26 -23 -15 25 -4 -13 -27 right_child=-2 2 19 -5 -6 -7 -8 8 10 -11 -12 20 14 23 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 leaf_value=0.141356470845349 2.4166733610630038 2.9659843675295514 0.28059502762556077 -0.61422531414031978 3.2230081701278688 -0.025105519150242662 0.68658347129821784 0.53611305316289271 0.090827559922870837 2.5112689895629883 -1.2260182488482931 -0.064658700796985394 -0.012679455491071395 1.354731900691986 -1.1800003217515491 -0.37770234628157184 1.047388840629941 -0.3369019954204559 -0.28477745433080764 -0.52645525845614349 -0.46754652610191932 0.6752065405845642 0.068969005252538101 0.75199630928039551 0.35175117659568783 -0.045411226803606208 0.21629872447565984 -0.2641718525980033 leaf_weight=897 20 24 20 20 20 33 23 48 38 20 23 6186 1233 20 21 66 21 20 105 22 26 20 89 20 20 44 38 51 leaf_count=897 20 24 20 20 20 33 23 48 38 20 23 6186 1233 20 21 66 21 20 105 22 26 20 89 20 20 44 38 51 internal_value=0 -0.0131109 0.447351 1.06402 1.50607 1.07683 1.85053 -0.0274566 0.390994 0.836843 -0.405688 -0.0356135 0.0310656 0.142155 -0.0513626 0.105782 0.460568 0.279344 -0.0340324 -0.0862632 -0.0603349 -0.0587584 0.180205 1.05336 -0.020918 -0.0857301 -0.0629433 -0.162851 internal_weight=0 9168 277 120 100 80 47 8891 170 109 61 8721 2362 1003 1359 963 89 68 1338 157 6359 6333 109 40 135 115 6224 95 internal_count=9188 9168 277 120 100 80 47 8891 170 109 61 8721 2362 1003 1359 963 89 68 1338 157 6359 6333 109 40 135 115 6224 95 cat_boundaries=0 3 6 7 cat_threshold=524544 0 16 2250768768 83886081 134220288 1618 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=17 num_cat=2 split_feature=4 2 8 5 10 3 3 25 10 10 2 2 25 6 26 10 split_gain=1.15475e+06 745016 1.36826e+06 647530 378264 353729 511103 273747 428160 770221 347593 86155.7 47327.4 50800.4 32355.8 10888.5 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 1211.5375000000001 66.112500000000011 449.26500000000004 0 67.800000000000011 219.79500000000002 147.46662000000001 532.72500000000014 1 97.950000000000017 2022.5000000000002 132.33750000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 3 5 4 7 11 -7 8 10 -10 -1 -3 13 -9 -13 -14 right_child=-2 2 -4 -5 -6 6 -8 12 9 -11 -12 14 15 -15 -16 -17 leaf_value=0.019582418848719047 2.3925064215660097 0.46716808516046276 3.1232178287506107 -1.8218782615661622 1.2891161589189009 2.2199165086746215 0.011135755235498602 -0.033969454375024639 1.8222881564115867 0.017121308326721194 0.73508914413586468 -0.010230444908142089 -0.079631857173029522 0.15313159595262135 -0.46399319439223319 0.15439102315902711 leaf_weight=1553 20 23 20 20 22 20 22 3724 39 60 71 30 3360 151 33 20 leaf_count=1553 20 23 20 20 22 20 22 3724 39 60 71 30 3360 151 33 20 internal_value=0 -0.0129798 0.690769 -0.0245269 -0.0205327 0.310699 1.06294 -0.023742 0.0892668 0.728248 0.0508638 -0.0566724 -0.0506338 -0.0266099 -0.247916 -0.0780163 internal_weight=0 9168 148 9020 9000 128 42 8978 1723 99 1624 86 7255 3875 63 3380 internal_count=9188 9168 148 9020 9000 128 42 8978 1723 99 1624 86 7255 3875 63 3380 cat_boundaries=0 3 6 cat_threshold=524672 83886081 16 2543861824 3526627490 176720454 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=23 num_cat=2 split_feature=25 0 2 7 7 5 10 0 10 12 3 12 26 0 25 0 1 6 6 6 2 0 split_gain=808554 842187 1.47854e+06 597264 2.60755e+06 506535 244839 277638 258728 164283 143230 178660 156588 82399.9 83224.7 72517.7 320534 70580.2 47963 45061.4 22348.9 16440.7 threshold=0 806.46500000000003 98.25500000000001 595.50000000000011 336.94125000000003 67.800000000000011 73.46250000000002 51.395000000000003 198.00000000000003 169.17500000000004 362.12500000000006 362.12500000000006 2022.5000000000002 583.76964000000009 1 216.15000000000003 58.430000000000007 44.590000000000011 206.14500000000001 10.635000000000002 280.87500000000006 270.37500000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 -8 19 11 13 -12 14 15 18 -17 -5 -2 -7 21 -16 right_child=10 2 -4 17 -6 9 8 -9 -10 -11 12 -13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 leaf_value=0.10397893070638248 -0.01671730014808773 0.073509171273973259 3.239142024612427 -0.4761358388264974 2.790567263553017 -0.72803610350634596 1.7371537761688234 0.62217572379371744 0.39138480453491215 0.40368400192260745 1.1702788528501988 0.72450083192189541 0.0720299617664234 -0.59019608497619636 -0.066037004274286493 -0.058574956164640542 1.3300741707194936 -1.2430572691134045 0.24376432118350511 -0.32947213609581411 -0.35047800949641633 -0.32835820436477664 leaf_weight=889 2233 36 25 21 38 74 20 117 50 20 20 30 37 28 5309 68 22 28 73 46 28 24 leaf_count=889 2233 36 25 21 38 74 20 117 50 20 20 30 37 28 5309 68 22 28 73 46 28 24 internal_value=0 0.220851 1.3709 0.168706 0.211028 0.130417 0.204037 0.164246 0.77589 -0.435405 -0.0420275 -0.0457238 0.45738 -0.0486919 -0.0467372 0.0023872 0.280873 -0.914377 -0.00847135 -0.575253 -0.0685691 -0.0672175 internal_weight=0 1364 61 1303 1254 1216 1076 1006 70 140 7872 7815 57 7785 7757 2396 90 49 2306 120 5361 5333 internal_count=9236 1364 61 1303 1254 1216 1076 1006 70 140 7872 7815 57 7785 7757 2396 90 49 2306 120 5361 5333 cat_boundaries=0 2 5 cat_threshold=532864 16842752 109117440 3391357091 201329172 is_linear=0 shrinkage=0.01 Tree=156 num_leaves=11 num_cat=0 split_feature=4 6 12 10 12 1 1 1 26 12 split_gain=1.54688e+06 528216 401226 598914 522086 1.93583e+06 162092 666619 236185 26829.1 threshold=1422.3575000000001 1341.6425000000002 1064.4750000000001 1064.4750000000001 312.37500000000006 9.775500000000001 736.8325000000001 362.77500000000003 2022.5000000000002 456.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=-0.026584930432795702 2.7079876157215668 1.3622465671811785 -1.3621851591630414 1.6767415736970446 0.085897349834442138 3.2380339277308923 0.12421116383870442 0.79445621066093453 -1.0931402896432316 -0.37090784443749319 leaf_weight=8901 21 28 22 21 20 23 30 100 34 36 leaf_count=8901 21 28 22 21 20 23 30 100 34 36 internal_value=0 -0.00915907 -0.0133388 -0.010101 -0.013975 0.795444 -0.0210289 -0.0174633 -0.522507 -0.207763 internal_weight=0 9215 9187 9165 9144 79 9065 9001 64 56 internal_count=9236 9215 9187 9165 9144 79 9065 9001 64 56 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=35 num_cat=6 split_feature=4 25 24 0 0 0 0 26 7 10 7 7 0 25 0 6 25 0 0 0 0 26 24 6 25 2 0 0 5 5 4 26 26 5 split_gain=1.5161e+06 587978 579850 1.49025e+06 390657 721012 340880 533608 338052 300076 244956 213616 205477 178175 116505 85303.2 81528.7 194834 74337.3 236197 67717.2 53397.2 47916.3 72385.5 49500.7 40153.2 22271.4 22047.6 17015.8 82171.5 24297.8 5328.73 1170.08 1503.76 threshold=1422.3575000000001 0 1 806.46500000000003 300.91450000000003 143.49000000000004 66.112500000000011 2022.5000000000002 319.12500000000006 96.07050000000001 397.87500000000006 582.08214000000009 252.37200000000004 2 242.38250000000002 44.590000000000011 3 328.74048000000005 209.55000000000004 232.70000000000002 540.74500000000012 2022.5000000000002 4 218.29500000000002 5 216.15000000000003 425.10000000000002 105.51500000000001 145.29250000000005 96.632500000000022 226.93500000000003 2022.5000000000002 2022.5000000000002 231.90000000000003 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 5 10 8 14 9 -4 13 -10 -9 -1 -8 20 18 28 22 -20 -6 -21 24 25 31 -24 -23 -26 29 30 -18 -3 -30 -34 right_child=-2 16 3 -5 15 -7 7 12 11 -11 -12 -13 -14 -15 -16 -17 17 -19 19 21 -22 26 23 -25 27 -27 -28 -29 32 -31 -32 -33 33 -35 leaf_value=0.32267410612106323 2.6809078162057056 0.0048226549595962341 0.080424487360777924 2.2222041188753567 -0.60572299370398885 1.3869917991426257 2.0937242126464843 0.80563522113694097 1.7598180616469612 0.87081251555798111 -0.93530196589808312 0.31576121616363528 -0.35544380131789616 -0.10799488351458596 1.0959329807281495 -0.20351602172851566 -0.069372181589273621 -0.91886934351038052 1.2086289732796807 -0.26871128718058268 -1.3207441858671332 0.041087209452753487 0.024441945854551301 0.48900582400235265 -0.10276465865907755 -0.30124852222700915 0.49736425399780276 -0.43967595624923705 -0.16559324784712359 0.53140119967253319 0.2371507519025069 0.089551177616537053 -0.19804374321647314 -0.31368688713420523 leaf_weight=110 21 162 826 39 26 36 22 27 21 51 31 20 35 473 25 20 4830 27 21 36 27 23 1288 33 674 39 20 20 22 23 26 137 23 22 leaf_count=110 21 162 826 39 26 36 22 27 21 51 31 20 35 473 25 20 4830 27 21 36 27 23 1288 33 674 39 20 20 22 23 26 137 23 22 internal_value=0 -0.00906748 0.153179 0.300698 -0.0654604 0.0115334 0.230658 0.759375 0.16788 0.126388 -0.0691124 1.0554 0.150187 -0.0230543 1.56298 -0.759989 -0.0482955 -0.0715609 -0.00103025 0.265999 -0.969979 0.0154264 -0.0123831 0.0261823 -0.0648127 0.01487 0.253309 -0.110876 -0.0670802 -0.0649066 -0.067731 0.0422323 -0.225361 -0.25458 internal_weight=0 9215 1789 1066 723 650 1027 109 918 877 614 41 62 583 47 73 7426 4973 2453 100 53 79 2353 1360 993 1327 43 694 4946 4879 4856 299 67 45 internal_count=9236 9215 1789 1066 723 650 1027 109 918 877 614 41 62 583 47 73 7426 4973 2453 100 53 79 2353 1360 993 1327 43 694 4946 4879 4856 299 67 45 cat_boundaries=0 3 4 6 9 10 13 cat_threshold=532864 2164326400 16 2784 524416 65536 109117440 1176764578 243272196 1177 109117440 2359424 67108864 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=23 num_cat=3 split_feature=25 0 2 7 7 5 24 10 7 12 3 12 26 0 25 0 0 6 6 6 2 0 split_gain=771320 806114 1.43645e+06 584224 2.5341e+06 501456 281199 612635 202560 157946 139090 172550 152328 80050.2 79467.8 70084.7 235660 68906.5 45847.1 45041.9 21992.9 15615.5 threshold=0 806.46500000000003 98.25500000000001 595.50000000000011 336.94125000000003 64.050000000000011 1 73.46250000000002 15.315000000000001 169.17500000000004 362.12500000000006 362.12500000000006 2022.5000000000002 583.76964000000009 2 216.15000000000003 235.50000000000003 44.590000000000011 206.14500000000001 10.635000000000002 328.05000000000007 263.99500000000006 decision_type=9 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 8 -8 -1 19 11 13 -12 14 15 18 -17 -5 -2 -7 21 -16 right_child=10 2 -4 17 -6 9 7 -9 -10 -11 12 -13 -14 -15 20 16 -18 -19 -20 -21 -22 -23 leaf_value=-0.038149172170883511 -0.016393251219940359 0.062086348268720837 3.1823297904968264 -0.47347095943632583 2.7495193762528269 -0.72345204694851017 0.25593160153258859 1.4930822891412781 0.99120955753326412 0.38961260318756102 1.1542458106279374 0.71227232138315844 0.071039026621225715 -0.58131348609924316 -0.064557422285138819 1.2334354481697083 0.0025982622419084824 -1.2312445422794138 0.23827785923056408 -0.32759712399003355 -0.36302515830993659 -0.31506916656494144 leaf_weight=433 2233 36 25 21 38 74 579 43 20 20 20 30 37 28 5311 20 70 28 73 47 25 25 leaf_count=433 2233 36 25 21 38 74 579 43 20 20 20 30 37 28 5311 20 70 28 73 47 25 25 internal_value=0 0.215728 1.34087 0.164709 0.206566 0.127099 0.200644 0.336055 0.00713952 -0.433619 -0.0410268 -0.0446688 0.451112 -0.0475857 -0.0456592 0.00234362 0.276118 -0.906484 -0.00833124 -0.56969 -0.0669925 -0.0657311 internal_weight=0 1364 61 1303 1254 1216 1075 622 453 141 7872 7815 57 7785 7757 2396 90 49 2306 121 5361 5336 internal_count=9236 1364 61 1303 1254 1216 1075 622 453 141 7872 7815 57 7785 7757 2396 90 49 2306 121 5361 5336 cat_boundaries=0 2 3 6 cat_threshold=532864 16842752 2288 109117440 3391357091 201329172 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=26 num_cat=4 split_feature=4 25 5 10 0 1 4 10 25 0 0 0 24 6 25 2 0 0 0 5 5 4 2 5 5 split_gain=1.47593e+06 564699 569989 703577 708493 489176 967340 246606 78989 189668 71751 227824 47429.4 69923.5 48354 39519.8 27770.4 26398.1 21634.5 16699.8 80397.8 23740.5 4322.61 855.25 233.74 threshold=1422.3575000000001 0 1204.8925000000002 1064.4750000000001 1219.7885000000003 98.63000000000001 457.74500000000006 429.0200000000001 1 328.74048000000005 209.55000000000004 232.70000000000002 2 218.29500000000002 3 216.15000000000003 540.74500000000012 328.74048000000005 105.51500000000001 145.29250000000005 96.632500000000022 226.93500000000003 2.9625000000000008 349.38000000000005 190.42000000000004 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 19 12 -12 14 15 22 -14 17 -13 -16 20 21 -10 -3 24 -21 right_child=-2 8 -4 -5 -6 6 -8 -9 9 -11 11 16 13 -15 18 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 leaf_value=0.07797965564635069 2.6451789833250503 0.033025933007666292 -1.3798007704814277 1.9488671519539573 1.7876905729220465 0.34384096428222466 2.5547313724864615 -0.85323108541554415 -0.068043867100615149 -0.90620407245777279 1.1873864453179497 0.088397315632213244 0.025057371455319052 0.48153391520182293 -0.10147447116297148 -0.29809125024538774 0.327114379519508 -0.34240036468505858 -0.43521406745910646 -0.17836549491882323 0.5262028636103091 0.23494126897591813 0.18521788930892946 -0.27736182641983032 -0.22305797013369474 leaf_weight=1469 21 279 24 22 26 197 22 29 4840 27 21 33 1278 33 674 39 21 25 20 25 23 26 20 20 22 leaf_count=1469 21 279 24 22 26 197 22 29 4840 27 21 33 1278 33 674 39 21 25 20 25 23 26 20 20 22 internal_value=0 -0.00892489 0.150077 0.17173 0.1493 0.12449 0.56594 0.0599522 -0.0473685 -0.0701987 -0.000705047 0.261616 -0.011904 0.0266826 -0.0639875 0.0154881 0.0155254 -0.0972913 -0.109514 -0.0657859 -0.063637 -0.066425 0.0418077 -0.222592 -0.199285 internal_weight=0 9215 1789 1765 1743 1717 219 1498 7426 4983 2443 100 2343 1350 993 1317 79 58 694 4956 4889 4866 299 67 47 internal_count=9236 9215 1789 1765 1743 1717 219 1498 7426 4983 2443 100 2343 1350 993 1317 79 58 694 4956 4889 4866 299 67 47 cat_boundaries=0 3 6 7 10 cat_threshold=532864 2164326400 16 109117440 1176764578 234883588 1177 109117440 2359424 67108864 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=29 num_cat=3 split_feature=0 25 1 1 11 5 1 1 10 26 1 4 10 0 0 25 8 8 0 10 18 0 0 1 8 25 4 10 split_gain=1.68474e+06 727575 782735 496206 735465 492427 472482 580164 313855 298748 297572 254844 185380 120890 105801 64954 61352.4 116846 55123.7 51765.1 54101.9 47296.5 33633.4 18699.8 9566.43 8884.04 6188.23 992.393 threshold=1219.7885000000003 0 98.63000000000001 736.8325000000001 166.11250000000004 1144.97 438.04750000000007 508.59600000000006 911.47500000000014 2022.5000000000002 303.97500000000008 511.57000000000005 397.87500000000006 228.76800000000003 263.99500000000006 1 226.95300000000003 342.77500000000003 561.34500000000014 195.15000000000003 148.59999999999999 381.31500000000005 308.62500000000006 258.76500000000004 231.90000000000003 2 911.47500000000014 285.37500000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 5 4 6 8 10 -8 11 -5 -4 12 -1 15 -15 16 19 -18 21 20 -3 22 -16 24 25 -17 -13 -21 right_child=-2 13 3 9 -6 -7 7 -9 -10 -11 -12 26 -14 14 18 23 17 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 leaf_value=0.10361443705859355 2.1398286916114189 -0.0088805572999786208 0.73234264098633173 0.67862925926844286 2.7767825803756718 1.587301970395175 2.8207908707573304 0.62199478047234669 1.3252961730957031 -0.84181259598050806 -0.37748047038487026 -0.56178693347507047 -0.67786790970833066 0.84646512718200684 -0.077770756312779021 -0.04764843528616089 0.74937553405761725 -0.16653512734633225 0.52855105285644532 -0.388347391648726 0.50121194215047926 -0.29061437550713037 0.48172748825766826 -0.3254251020295279 -0.25399996934113683 -0.076210442898729427 -0.79386553955078132 -0.29625803298950198 leaf_weight=1458 37 2108 78 24 20 22 21 28 20 28 35 27 31 25 21 1954 30 26 25 22 21 34 22 28 27 3029 20 25 leaf_count=1458 37 2108 78 24 20 22 21 28 20 28 35 27 31 25 21 1954 30 26 25 22 21 34 22 28 27 3029 20 25 internal_value=0 0.00169 0.180709 0.721433 0.967577 0.101671 0.744218 1.56434 0.080666 -0.14007 0.388592 0.0644599 0.0873445 -0.0423504 0.263459 -0.0477508 -0.00267328 0.324131 0.120566 -0.011096 -0.00384911 -0.011897 0.208484 -0.0675822 -0.0662761 -0.0652589 -0.660544 -0.339364 internal_weight=0 9209 1812 234 182 1578 162 49 1556 52 113 1536 1489 7397 127 7270 2232 56 102 2176 2129 77 43 5038 5010 4983 47 47 internal_count=9246 9209 1812 234 182 1578 162 49 1556 52 113 1536 1489 7397 127 7270 2232 56 102 2176 2129 77 43 5038 5010 4983 47 47 cat_boundaries=0 3 6 9 cat_threshold=17310080 16777217 16 346112000 270794914 201886212 297536 2362447936 33554498 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=31 num_cat=5 split_feature=0 25 1 24 5 0 0 8 1 4 10 4 24 0 0 25 8 8 0 10 18 0 1 0 1 7 25 1 4 10 split_gain=1.65121e+06 713107 767159 1.22861e+06 482628 454372 583365 443318 506466 389660 307609 249773 221790 118486 103695 63728 75157.4 143895 54026.8 49916.5 52889.6 46355.3 41229.3 32964.1 23193.2 12220.5 10784.2 8418.75 6065.08 620.257 threshold=1219.7885000000003 0 98.63000000000001 1 1144.97 105.51500000000001 328.74048000000005 173.80000000000004 736.8325000000001 73.320000000000007 911.47500000000014 511.57000000000005 2 228.76800000000003 263.99500000000006 3 226.95300000000003 342.77500000000003 561.34500000000014 195.15000000000003 148.59999999999999 381.31500000000005 577.68750000000011 308.62500000000006 258.76500000000004 166.40250000000003 4 293.06250000000006 911.47500000000014 290.03125000000006 decision_type=2 9 2 1 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 7 10 22 -7 8 9 -4 11 12 -1 15 -15 16 19 -18 21 20 -3 23 27 -16 25 26 -17 -5 -13 -21 right_child=-2 13 3 5 -6 6 -8 -9 -10 -11 -12 28 -14 14 18 24 17 -19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.059534170983406985 2.1184304006035264 -0.0082849571798071422 1.7018120862068014 -0.56313694000244141 1.5714289283752443 2.0352110231220726 -0.27725727478663126 0.18498126143217086 0.46340780121939523 3.2679041604201 1.3120431861877442 -0.55616907261036064 0.18746294372229927 0.83800044937133789 -0.076993050348191025 -0.044320034287706998 0.89924761478717519 -0.16330666427612303 0.52326555633544924 -0.38446391799233176 0.49619982191494538 -0.28770822412827435 -0.18980822699410574 0.47691024086692119 -0.33898266638478924 -0.23658345408555939 -0.075138579028849656 -0.82800719928741462 -0.78592689037323005 -0.30848397300356911 leaf_weight=614 37 1996 47 30 22 20 24 20 21 24 20 27 875 25 21 2002 26 25 25 22 21 34 28 22 31 41 3085 20 20 21 leaf_count=614 37 1996 47 30 22 20 24 20 21 24 20 27 875 25 21 2002 26 25 25 22 21 34 28 22 31 41 3085 20 20 21 internal_value=0 0.00167175 0.178902 0.714219 0.100654 -0.0357488 0.773865 1.40857 1.82768 2.2312 0.0798593 0.0638153 0.086471 -0.0419285 0.260825 -0.047275 -0.000827523 0.378388 0.11936 -0.0102199 -0.00303251 -0.011778 -0.497037 0.206399 -0.0661509 -0.0646306 -0.0632447 -0.669085 -0.653938 -0.347357 internal_weight=0 9209 1812 234 1578 122 44 112 92 71 1556 1536 1489 7397 127 7270 2111 51 102 2060 2017 77 78 43 5159 5128 5087 50 47 43 internal_count=9246 9209 1812 234 1578 122 44 112 92 71 1556 1536 1489 7397 127 7270 2111 51 102 2060 2017 77 78 43 5159 5128 5087 50 47 43 cat_boundaries=0 3 4 5 8 11 cat_threshold=17310080 16777217 16 2841 2466 346112000 270794914 201884160 297472 2362447936 33556550 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=34 num_cat=6 split_feature=0 25 1 24 24 7 0 0 8 1 4 2 8 25 7 25 0 0 25 8 8 3 1 0 10 18 0 6 0 1 6 8 10 split_gain=1.61835e+06 698971 751872 1.20416e+06 477111 1.39341e+06 445330 571756 434496 496387 381905 321268 251301 227907 177702 151739 116129 101632 62464.3 73661.8 141031 62150.4 55839.9 52951.6 48923.2 51837.1 45452.4 44202.7 40350 22731.3 13683.2 11915.2 607.914 threshold=1219.7885000000003 0 98.63000000000001 1 2 52.345500000000008 105.51500000000001 328.74048000000005 173.80000000000004 736.8325000000001 73.320000000000007 164.55774000000002 538.6450000000001 3 166.11250000000004 4 228.76800000000003 263.99500000000006 5 226.95300000000003 342.77500000000003 169.17500000000004 577.68750000000011 561.34500000000014 195.15000000000003 148.59999999999999 425.10000000000002 128.50500000000002 336.94125000000003 258.76500000000004 308.62500000000006 108.14500000000001 290.03125000000006 decision_type=2 9 2 1 1 2 2 2 2 2 2 2 2 9 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 11 21 -8 9 10 -4 13 14 -1 15 -6 18 -18 19 24 -21 22 -5 26 25 -3 28 -16 -19 30 31 -20 -26 right_child=-2 16 3 6 12 -7 7 -9 -10 -11 -12 -13 -14 -15 27 -17 17 23 29 20 -22 -23 -24 -25 32 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.097471914852366726 2.0972461476116568 -0.0082021081007229452 1.6847939094584039 -0.55978390163845493 0.33481957107543947 2.7470157170295715 2.0148589198589328 -0.27448469241460166 0.18313144946098325 0.45877366701761879 3.2352251358826956 1.4270802731947467 0.8118694697199641 0.41913476991389997 -0.33070429743552693 -0.035029190591218624 0.82962043190002444 -0.073520510991414392 -0.061200073153817466 0.89025518123920155 -0.16167359313964844 -0.9571195257277717 0.089073150271461121 0.51803289337158209 -0.38061927578665994 0.49123783389727271 -0.35193652153015137 -0.85452452699343373 0.49800596782139372 -0.33559283887186359 -0.30220205068588257 -0.20295669015248619 -0.30539913540794739 leaf_weight=160 37 1996 47 36 115 24 20 24 20 21 24 22 37 171 49 976 25 30 5044 26 25 21 21 25 22 21 26 24 21 31 24 60 21 leaf_count=160 37 1996 47 36 115 24 20 24 20 21 24 22 37 171 49 976 25 30 5044 26 25 21 21 25 22 21 26 24 21 31 24 60 21 internal_value=0 0.00165513 0.17712 0.707077 0.0996559 0.404696 -0.0353913 0.766126 1.39449 1.8094 2.20888 0.256909 0.000528271 0.179133 -0.0252572 0.00670363 -0.0415109 0.258216 -0.0468039 -0.000819248 0.374604 -0.492067 -0.320731 0.118166 -0.0101177 -0.00300219 -0.0116603 -0.502919 0.161814 -0.0654917 -0.0639866 -0.0628665 -0.343884 internal_weight=0 9209 1812 234 1578 377 122 44 112 92 71 353 1201 331 1164 1091 7397 127 7270 2111 51 78 57 102 2060 2017 77 73 51 5159 5128 5104 43 internal_count=9246 9209 1812 234 1578 377 122 44 112 92 71 353 1201 331 1164 1091 7397 127 7270 2111 51 78 57 102 2060 2017 77 73 51 5159 5128 5104 43 cat_boundaries=0 3 4 5 8 10 13 cat_threshold=17310080 16777217 16 2841 84 532608 0 16 16785408 16777216 346112000 270794914 201884160 is_linear=0 shrinkage=0.01 Tree=163 num_leaves=21 num_cat=1 split_feature=0 1 1 24 0 11 5 10 7 1 0 0 4 3 11 15 3 1 3 26 split_gain=1.58894e+06 985508 561902 745354 681947 639739 566247 428876 257293 304492 243635 405598 164287 159895 118498 104812 70744.8 32306.4 31452 19468.8 threshold=1062.9250000000002 195.15000000000003 67.485000000000014 0 194.45000000000002 156.19125000000003 1144.97 1064.4750000000001 148.02912000000001 100.46247000000001 105.51500000000001 290.03125000000006 511.57000000000005 256.61250000000007 744.3325000000001 262.12000000000006 47.808000000000007 433.55000000000007 65.050000000000011 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 4 5 8 7 12 9 -4 13 -12 14 16 15 -1 19 -13 -14 -5 right_child=1 -3 3 10 -6 -7 -8 -9 -10 -11 11 17 18 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.017715372565455155 0.62819204823724162 3.5136465435028077 1.3618808064460755 -0.3391581090758829 1.9613652528587142 2.2077189264297483 1.5481030999059264 1.4396348590850829 1.4011203441619873 0.0488274009496171 1.2651185503872957 0.074516696929931639 -0.38067119196841587 -1.0168190997579825 -0.69688603254464954 -0.42392267659306526 0.35117124007298395 -0.48080213633450597 -0.86289485658918108 -0.11214468709160301 leaf_weight=8479 29 20 20 68 38 20 23 20 20 151 33 20 38 23 26 64 26 22 21 85 leaf_count=8479 29 20 20 68 38 20 23 20 20 151 33 20 38 23 26 64 26 22 21 85 internal_value=0 1.80593 0.000378756 0.317736 0.700074 0.506101 -0.0188728 -0.0230403 0.327921 0.202401 -0.0494419 0.435488 -0.0264308 -0.231938 -0.02281 -0.0207585 -0.131087 -0.216365 -0.55231 -0.21304 internal_weight=0 49 9197 526 249 211 8671 8648 191 171 277 75 8628 202 8569 8543 179 42 59 153 internal_count=9246 49 9197 526 249 211 8671 8648 191 171 277 75 8628 202 8569 8543 179 42 59 153 cat_boundaries=0 1 cat_threshold=2841 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=34 num_cat=7 split_feature=0 2 25 1 24 0 0 24 7 8 1 0 4 8 25 10 4 9 8 8 3 1 25 0 0 10 1 8 25 24 0 0 1 split_gain=1.55732e+06 1.34824e+06 706435 685076 1.02874e+06 495218 478860 474166 1.35663e+06 396460 444522 351388 280531 246484 182089 179199 146595 118127 82879.3 116562 59608.3 54612.4 46780.6 67644.9 211387 49162.2 34364.7 20493.2 8627.34 22436.2 10479.8 5026.1 4364.15 threshold=1062.9250000000002 68.280000000000015 0 98.63000000000001 1 105.51500000000001 328.74048000000005 2 52.345500000000008 173.80000000000004 736.8325000000001 10.841250000000002 73.320000000000007 538.6450000000001 3 110.25000000000001 721.76691000000005 52.345500000000008 226.95300000000003 285.37500000000006 169.17500000000004 577.68750000000011 4 360.99000000000007 228.76800000000003 195.15000000000003 150.21700000000001 374.25000000000006 5 6 108.50550000000001 270.37500000000006 361.60000000000008 decision_type=2 2 9 2 1 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 left_child=2 -2 3 7 9 20 -7 8 11 10 12 14 -5 15 -1 16 -9 -17 22 -20 21 -6 23 24 25 -4 28 -21 29 -24 -30 -26 -28 right_child=1 -3 18 4 5 6 -8 13 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 19 27 -22 -23 26 -25 31 -27 32 -29 30 -31 -32 -33 -34 leaf_value=0.37799851679120744 0.41033552630194303 3.7852931575775148 -0.014163567841224861 1.6627165655125964 -0.5525074052810669 1.9844003706276416 -0.13132648468017577 0.029410566949058459 2.7189944513638813 0.16777177917957306 0.44671079726446244 1.2440902961384166 3.0105199871892512 0.81900669839647078 -0.091874573456078037 -0.8651558837890625 -0.74533934745788577 -0.069655328478131981 0.79516732931137091 0.26238259860447477 -0.9393344061715263 0.089178064437139604 0.012417354925739463 -0.43362020542747098 0.79587012290954595 -0.33378825421236002 -0.24972333161727242 -0.12686779800214265 -0.072660400323919294 -0.070632572019609013 -0.30233968734741212 0.58122495651245121 -0.44911300795418874 leaf_weight=165 29 20 2688 47 36 20 23 1058 24 20 21 33 23 36 154 40 25 35 28 21 21 21 488 38 20 49 23 38 2963 974 20 24 21 leaf_count=165 29 20 2688 47 36 20 23 1058 24 20 21 33 23 36 154 40 25 35 28 21 21 21 488 38 20 49 23 38 2963 974 20 24 21 internal_value=0 1.78787 0.000374967 0.177354 0.68556 -0.00821413 0.852733 0.103386 0.407754 1.32336 1.72275 0.261754 2.10557 0.00408884 0.160133 -0.0212101 0.0115262 -0.493922 -0.0429328 0.263836 -0.483892 -0.316097 -0.0466436 -0.0145062 -0.00883153 -0.0198857 -0.0666444 0.011679 -0.0640401 -0.0430154 -0.0739524 0.678791 -0.344887 internal_weight=0 49 9197 1802 232 121 43 1570 376 111 91 352 70 1194 319 1158 1083 75 7395 87 78 57 7308 2819 2781 2737 4489 59 4445 1462 2983 44 44 internal_count=9246 49 9197 1802 232 121 43 1570 376 111 91 352 70 1194 319 1158 1083 75 7395 87 78 57 7308 2819 2781 2737 4489 59 4445 1462 2983 44 44 cat_boundaries=0 3 4 5 7 10 13 14 cat_threshold=17310080 16777217 16 2841 84 16777472 16777217 2493595648 271847586 201886276 34816 2361395200 33554434 3089 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=19 num_cat=3 split_feature=4 1 25 1 1 10 0 0 24 0 1 8 8 3 25 0 0 8 split_gain=1.20067e+06 734663 546931 639987 815347 504193 356633 354196 335959 278740 212329 84172.4 78965.4 49989.3 46633.5 105875 32430.7 11973 threshold=1530.8125000000002 1272.8850000000002 0 736.8325000000001 259.87500000000006 1064.4750000000001 96.632500000000022 300.91450000000003 1 44.590000000000011 433.55000000000007 226.95300000000003 285.37500000000006 458.71125000000006 2 284.92500000000007 190.53000000000003 374.25000000000006 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 8 10 -8 -1 -5 -6 13 -13 14 15 -4 -16 -14 right_child=-2 -3 11 9 6 -7 7 -9 -10 -11 -12 12 17 -15 16 -17 -18 -19 leaf_value=-0.13425305703146179 2.3899798783801849 1.5585015913645428 -0.015396269466579751 -0.29359186989920483 0.040812785496582855 1.6925377197265625 2.68858082151413 0.80657074785232541 0.17526287449458067 -1.9431478815078738 1.1195458242628309 0.75614893714586895 0.24705664135160901 -0.55212466049194331 -0.062492921524605533 0.53334621376461455 -0.30019055399401434 -0.062195965243924053 leaf_weight=466 21 30 1508 21 37 20 20 20 1350 20 36 24 21 20 5542 36 58 31 leaf_count=466 21 30 1508 21 37 20 20 20 1350 20 36 24 21 20 5542 36 58 31 internal_value=0 -0.00385006 -0.00892812 0.137496 0.164197 0.113455 0.988644 1.74758 0.0960645 -1.09825 0.572791 -0.0492964 0.28168 -0.0528764 -0.0514787 -0.00258501 -0.064839 0.0626945 internal_weight=0 9260 9230 1990 1949 1836 113 40 1816 41 73 7240 76 7164 7144 1544 5600 52 internal_count=9281 9260 9230 1990 1949 1836 113 40 1816 41 73 7240 76 7164 7144 1544 5600 52 cat_boundaries=0 3 4 7 cat_threshold=532736 2365587457 16 896 2158039168 33816800 67111424 is_linear=0 shrinkage=0.01 Tree=166 num_leaves=11 num_cat=0 split_feature=4 1 1 1 2 19 2 3 1 1 split_gain=1.17677e+06 720043 476425 634726 580846 490031 482965 214269 69397.7 2193.59 threshold=1530.8125000000002 1272.8850000000002 802.66250000000002 438.04750000000007 157.58975000000007 366.90000000000003 1013.1050000000001 644.32500000000016 577.68750000000011 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -5 -4 right_child=-2 -3 9 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.016055120294119693 2.3660800506955102 1.5429165795644124 -0.99567257452011104 0.085090337641098926 2.318431776137579 1.2862165224141089 1.2726747673955456 -0.63654267072677617 0.8058918077295476 -1.1403749734705144 leaf_weight=8997 21 30 20 34 21 29 29 56 22 22 leaf_count=8997 21 30 20 34 21 29 29 56 22 22 internal_value=0 -0.00381111 -0.0088384 -0.00398092 0.900127 -0.0116218 -0.015766 -0.0198933 0.368262 -1.07147 internal_weight=0 9260 9230 9188 77 9111 9082 9053 56 42 internal_count=9281 9260 9230 9188 77 9111 9082 9053 56 42 is_linear=0 shrinkage=0.01 Tree=167 num_leaves=11 num_cat=0 split_feature=4 1 1 10 1 2 2 12 1 1 split_gain=1.15335e+06 705714 466944 675944 627791 524675 412904 211787 63290.2 2149.93 threshold=1530.8125000000002 1272.8850000000002 802.66250000000002 1211.5375000000001 433.55000000000007 157.58975000000007 890.22500000000014 312.37500000000006 577.68750000000011 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -4 right_child=-2 -3 9 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.02501224115849594 2.3424191511245001 1.5274873854319255 -0.98571584272384638 1.8324587249755859 0.11703279813130697 2.1889639743891629 1.0110240370799333 0.45985610762795248 0.79783290602944124 -1.1289712290330367 leaf_weight=8958 21 30 20 20 36 22 39 91 22 22 leaf_count=8958 21 30 20 20 36 22 39 91 22 22 internal_value=0 -0.003773 -0.00875001 -0.00394111 -0.00794722 0.874034 -0.0157111 -0.0201362 0.375267 -1.06075 internal_weight=0 9260 9230 9188 9168 80 9088 9049 58 42 internal_count=9281 9260 9230 9188 9168 80 9088 9049 58 42 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=18 num_cat=3 split_feature=4 1 25 1 1 20 5 3 2 0 8 8 3 25 0 24 8 split_gain=1.1304e+06 691670 531449 610128 780222 617222 553393 348100 278830 275609 82079 77143.9 48418.6 45547.8 103579 31996.6 11775 threshold=1530.8125000000002 1272.8850000000002 0 736.8325000000001 259.87500000000006 95.75500000000001 1211.5375000000001 259.87500000000006 13.037000000000001 44.590000000000011 226.95300000000003 285.37500000000006 458.71125000000006 1 284.92500000000007 2 374.25000000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 1 2 left_child=1 2 3 4 5 6 -1 8 -6 -5 12 -12 13 14 -4 -15 -13 right_child=-2 -3 10 9 7 -7 -8 -9 -10 -11 11 16 -14 15 -16 -17 -18 leaf_value=0.10904509388397088 2.3189950588771278 1.512212531407674 -0.014967159364244033 -0.27076664606730144 1.0643717206092109 1.6726497801780702 -1.5636364517211914 2.0970573329925539 -0.13496566789490838 -1.9110320234298706 0.74734410365422566 0.24476585887727281 -0.54333273887634281 -0.029584321915968406 0.52779233137766524 -0.08081582711643788 -0.061918919163365518 leaf_weight=1791 21 30 1508 21 63 25 20 22 28 20 24 21 20 1867 36 3733 31 leaf_count=1791 21 30 1508 21 63 25 20 22 28 20 24 21 20 1867 36 3733 31 internal_value=0 -0.00373527 -0.00866251 0.135674 0.161752 0.112115 0.0905726 0.968245 0.695345 -1.0709 -0.0484556 0.27838 -0.0519905 -0.050615 -0.00229727 -0.0638188 0.0619345 internal_weight=0 9260 9230 1990 1949 1836 1811 113 91 41 7240 76 7164 7144 1544 5600 52 internal_count=9281 9260 9230 1990 1949 1836 1811 113 91 41 7240 76 7164 7144 1544 5600 52 cat_boundaries=0 3 6 7 cat_threshold=532736 2365587457 16 2158039168 33816800 67111424 323 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=17 num_cat=2 split_feature=5 1 25 1 1 10 4 25 5 22 3 14 4 4 7 1 split_gain=1.11743e+06 887090 502282 436657 673382 474030 348907 37748.8 78520.4 45302.1 43639.8 34588.5 26041.8 34647.8 25777 4341.76 threshold=1435.0600000000002 1272.8850000000002 0 736.8325000000001 488.75250000000005 1064.4750000000001 1120.4650000000004 1 251.25000000000003 18.505000000000006 361.60000000000008 108.49500000000002 190.53000000000003 234.05814000000001 62.300000000000004 967.31750000000011 decision_type=2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 9 10 -9 12 14 -14 -4 -5 right_child=-2 -3 7 15 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 leaf_value=0.12537498682321269 2.2525442986054851 1.6849420282917638 0.0021596323389015842 -1.0095739688873291 1.4863441536877608 1.6563213768005371 -0.97976666746468388 -0.064003177891750321 0.44896083021163941 0.4110538277626038 -0.52073104404267812 -0.31684577941894532 0.54289950132370002 0.044341643789540169 -0.18454244252962945 -0.80120507907867433 leaf_weight=1916 22 31 1424 20 37 20 29 5512 30 20 21 35 20 46 78 20 leaf_count=1916 22 31 1424 20 37 20 29 5512 30 20 21 35 20 46 78 20 internal_value=0 -0.00384467 -0.00951788 0.128514 0.149813 0.124647 0.108897 -0.0488524 -0.0611534 -0.0640194 -0.0657366 -0.0058964 0.00100683 0.19542 -0.00753595 -0.90539 internal_weight=0 9259 9228 2042 2002 1965 1945 7186 5583 5553 5533 1603 1568 66 1502 40 internal_count=9281 9259 9228 2042 2002 1965 1945 7186 5583 5553 5533 1603 1568 66 1502 40 cat_boundaries=0 3 6 cat_threshold=532736 2365849601 16 2158039168 33554656 67144196 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=30 num_cat=4 split_feature=25 1 24 0 3 7 7 4 5 26 3 0 25 24 8 4 5 0 0 2 3 1 0 1 6 2 0 1 26 split_gain=1.30387e+06 1.26604e+06 404390 572483 581467 364200 1.25619e+06 519882 414082 277480 269480 215473 128800 131759 163523 106462 361983 79677.9 86670.5 77037.7 64910.9 63526.3 82979.1 53868.6 40476 34031 31656 24466.2 780.809 threshold=0 1236.1260000000004 1 449.26500000000004 66.112500000000011 319.12500000000006 700.81750000000011 844.84875000000011 158.33600000000004 2022.5000000000002 593.34250000000009 346.12500000000006 2 3 226.95300000000003 174.37500000000003 13.900500000000003 438.04750000000007 343.01500000000004 190.53000000000003 362.12500000000006 77.02500000000002 228.76800000000003 166.40250000000003 244.35500000000002 334.41750000000008 28.484500000000004 308.62500000000006 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 5 9 7 -7 8 -4 -5 12 15 13 14 21 16 19 18 20 -1 25 22 -2 24 26 -14 -15 -23 -25 right_child=10 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 17 23 -16 -17 -18 -19 -20 -21 -22 27 -24 28 -26 -27 -28 -29 -30 leaf_value=-0.20261989873031092 0.11861971208771456 2.3755037590553023 0.33033206065973408 0.0042305553425103426 2.539047650423917 2.622917310926649 -0.32746507706180694 -1.3655922298431398 -0.42290880072209985 1.3807585615581937 1.1271673640012743 -1.0132856994628907 -0.054452022752833118 -0.056190083202542061 0.95831061522165939 -0.55111377060413358 1.3384613199234008 -0.66923135484967922 0.60501373291015625 0.45560357820420039 0.51449761962890628 -0.42306790556226459 0.63328354691014155 -0.32371911457606722 0.372735733795166 -0.3813811352849007 0.22163432344794273 0.034873176574707031 -0.4023538502402928 leaf_weight=116 618 29 832 32 22 27 31 20 80 27 20 25 6350 604 24 32 20 21 20 21 20 28 33 28 25 32 44 20 23 leaf_count=116 618 29 832 32 22 27 31 20 80 27 20 25 6350 604 24 32 20 21 20 21 20 28 33 28 25 32 44 20 23 internal_value=0 0.30694 0.262645 0.340087 1.15154 0.27713 1.04599 0.229283 0.264258 0.634167 -0.0320991 -0.13453 -0.0350784 0.0500134 0.144688 -0.0254108 0.0817388 -0.0541823 -0.0522554 -0.101724 -0.0543087 0.118822 0.144709 -0.0452136 -0.0220929 -0.0560913 -0.0373255 -0.232259 -0.359182 internal_weight=0 1314 1285 1071 81 990 58 932 912 59 7910 214 7890 1447 723 189 157 6443 6422 137 6402 699 651 724 673 6382 648 48 51 internal_count=9224 1314 1285 1071 81 990 58 932 912 59 7910 214 7890 1447 723 189 157 6443 6422 137 6402 699 651 724 673 6382 648 48 51 cat_boundaries=0 2 3 6 7 cat_threshold=17309952 1 2176 10485760 2365849632 134217728 3099 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=29 num_cat=6 split_feature=25 1 24 7 7 4 2 26 24 3 18 10 26 25 24 8 3 2 1 25 1 13 5 1 8 1 6 26 split_gain=1.27793e+06 1.24084e+06 396343 519348 1.22091e+06 404923 404666 878711 281653 264117 252010 239076 149711 126237 129137 160269 63608.4 68296.8 62262.1 64425.8 52796.6 56649.1 35178.3 33044.4 34461.1 23979.3 10775.1 765.271 threshold=0 1236.1260000000004 1 336.94125000000003 700.81750000000011 677.46500000000015 437.62500000000006 2022.5000000000002 2 593.34250000000009 158.25375000000003 19.874125000000003 2022.5000000000002 3 4 226.95300000000003 362.12500000000006 346.12500000000006 77.02500000000002 5 166.40250000000003 112.80000000000003 251.25000000000003 378.05000000000007 308.62500000000006 308.62500000000006 74.355000000000004 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 10 5 -5 6 8 -8 -4 13 11 12 26 14 15 18 17 23 19 -2 21 22 -16 24 -15 -20 -1 -22 right_child=9 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14 16 20 -17 -18 -19 25 -21 27 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.4560428855992571 0.066314083290585565 2.3517486631459206 -0.090876239986829865 2.8320510496916591 0.050898577915994746 -0.80554391745365028 2.6387408464239992 0.021390881373964509 0.35461281883795531 1.1158956747055053 -1.2081866329908371 1.0062198066711425 0.18876552327473961 -0.053490578807724544 -0.053534712503655275 0.94872748295466114 0.50935266208648688 -0.51630676776170736 -0.41883722407477242 0.27926838787362046 -0.32048192569187711 0.46586062804512363 0.3365881049633026 -0.44919620559329076 0.28073779967523388 0.034524453163146972 -0.19620665550231933 -0.39833031571429706 leaf_weight=79 432 29 176 27 38 33 23 29 745 20 20 20 75 6339 626 24 20 32 28 219 28 23 24 21 31 20 20 23 leaf_count=79 432 29 176 27 38 33 23 29 745 20 20 20 75 6339 626 24 20 32 28 219 28 23 24 21 31 20 20 23 internal_value=0 0.303871 0.260019 0.336686 1.20615 0.283855 0.320803 1.17906 0.272345 -0.0317782 -0.133185 -0.0292253 -0.148242 -0.0347276 0.0495133 0.143241 -0.0536404 -0.055477 0.117634 0.143262 -0.0447615 -0.0218719 -0.0391302 -0.0531696 -0.051864 -0.229937 -0.403551 -0.35559 internal_weight=0 1314 1285 1071 65 1006 973 52 921 7910 214 194 174 7890 1447 723 6443 6423 699 651 724 673 650 6391 6370 48 99 51 internal_count=9224 1314 1285 1071 65 1006 973 52 921 7910 214 194 174 7890 1447 723 6443 6423 699 651 724 673 650 6391 6370 48 99 51 cat_boundaries=0 2 3 4 7 8 11 cat_threshold=17309952 1 2176 1536 10485760 2365849632 134217728 3099 8388608 262176 134217728 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=16 num_cat=0 split_feature=1 0 2 2 2 18 10 12 12 5 0 12 2 2 10 split_gain=1.09416e+06 1.43857e+06 526971 721684 327178 311983 188785 226173 1.00596e+06 466760 169816 78736.4 61915.4 53014.8 14909.8 threshold=1183.6900000000003 210.75000000000003 437.62500000000006 515.86500000000012 890.22500000000014 809.2700000000001 655.50000000000011 312.37500000000006 426.87000000000006 1211.5375000000001 1165.3425000000004 541.75000000000011 593.34250000000009 1202.4650000000004 1064.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 12 6 7 9 -9 10 -1 -10 -5 -6 -8 right_child=1 -3 3 4 13 -7 14 8 11 -11 -12 -13 -14 -15 -16 leaf_value=0.00078143933049348467 -0.31451043319702149 3.3911287143013693 1.9112586433959728 0.084159524554298037 1.0956808286446791 1.2469994201660157 -0.86063829694475447 2.3477866966074163 0.32718683624267575 -1.4940193185352144 -0.87888107700781393 -0.45536919858720565 -0.61464016854763037 0.46302433455431902 -0.48381205785842168 leaf_weight=8860 20 22 33 21 26 20 21 22 20 21 22 36 32 27 21 leaf_count=8860 20 22 33 21 26 20 21 22 20 21 22 36 32 27 21 internal_value=0 1.62654 0.00880874 0.619854 0.217813 -0.000583651 -0.00334899 -0.000220965 0.53592 -0.00491814 -0.00139741 -0.175885 -0.337757 0.773384 -0.672225 internal_weight=0 42 9182 139 106 9043 9023 8981 78 8903 8882 56 53 53 42 internal_count=9224 42 9182 139 106 9043 9023 8981 78 8903 8882 56 53 53 42 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=30 num_cat=6 split_feature=25 1 24 0 0 0 7 4 18 25 4 3 26 26 0 25 24 8 0 0 12 3 0 1 13 2 25 0 26 split_gain=1.24866e+06 1.19617e+06 391295 2.63679e+06 781737 592497 560953 403622 379588 363368 272017 258767 204079 195536 128635 123419 126786 156884 78545.8 84719 66658.8 62126.3 56378.5 52118.8 55262 33308.7 31897.8 28164.6 720.253 threshold=0 1236.1260000000004 1 449.26500000000004 300.91450000000003 174.80000000000004 417.90600000000001 652.50000000000011 336.13500000000005 2 217.52000000000004 593.34250000000009 2022.5000000000002 2022.5000000000002 866.75000000000011 3 4 226.95300000000003 438.04750000000007 343.01500000000004 20.755000000000006 362.12500000000006 290.03125000000006 166.40250000000003 112.80000000000003 319.13250000000005 5 893.62500000000011 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 9 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 6 5 7 9 8 -4 13 14 15 -11 -1 -6 16 17 20 19 21 22 25 -2 24 26 -17 -18 -5 -25 right_child=11 -3 4 27 10 -7 -8 -9 -10 12 -12 -13 -14 -15 -16 18 23 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 leaf_value=0.21628632734607717 0.15550856953368031 2.3109313816859807 0.17619216188807518 3.1049890388761248 -0.85046086440215241 1.8700107299713862 1.6126016899635054 -0.89724278898800125 1.5772006015777589 0.2333483650079414 0.06937911729017894 1.1044474787712097 1.000185013877021 -0.269727070416723 -1.8458685940504074 -0.053301322090235068 0.045098749727442648 0.93864016056060795 -0.66382525852748331 0.5985793058872223 -0.344780824025472 0.50319376277923578 -0.31947398699246921 -0.31934315749577113 0.45988995178886077 -0.35834063556459211 -0.095733740500311554 2.5929952491413464 -0.39486711916716205 leaf_weight=179 643 29 585 21 37 21 29 34 20 67 24 20 72 154 20 6346 266 24 21 20 30 20 26 28 23 36 384 22 23 leaf_count=179 643 29 585 21 37 21 29 34 20 67 24 20 72 154 20 6346 266 24 21 20 30 20 26 28 23 36 384 22 23 internal_value=0 0.300241 0.2572 0.458197 0.102079 0.217243 0.262655 0.162927 0.222506 0.179714 -0.823695 -0.0315423 0.588239 -0.00822949 -1.19973 -0.0344618 0.0488344 0.141705 -0.0531621 -0.0512481 0.116369 -0.0532781 0.137049 -0.0445748 -0.0218341 -0.055022 -0.0388798 2.84304 -0.353403 internal_weight=0 1314 1285 544 741 660 501 639 605 472 81 7910 139 333 57 7890 1447 723 6443 6422 699 6402 669 724 673 6382 650 43 51 internal_count=9224 1314 1285 544 741 660 501 639 605 472 81 7910 139 333 57 7890 1447 723 6443 6422 699 6402 669 724 673 6382 650 43 51 cat_boundaries=0 2 3 4 7 8 10 cat_threshold=17309952 1 1047 16777472 10485760 2365849632 134217728 3099 8388608 67108896 is_linear=0 shrinkage=0.01 Tree=174 num_leaves=14 num_cat=0 split_feature=1 0 2 2 4 19 26 2 0 0 14 4 2 split_gain=1.05021e+06 1.40819e+06 512855 708449 418188 396216 342878 496902 210710 221142 181926 108436 14211.3 threshold=1183.6900000000003 210.75000000000003 437.62500000000006 515.86500000000012 1120.4650000000004 366.90000000000003 2022.5000000000002 1052.6300000000003 1165.3425000000004 806.46500000000003 460.42500000000007 47.808000000000007 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 8 7 -5 9 10 -1 12 -8 right_child=1 -3 3 6 -6 -7 11 -9 -10 -11 -12 -13 -14 leaf_value=-0.0048895457592299588 -0.32689863777160649 3.3394084054773505 1.8909490133776807 -0.12190680980682374 -1.3188955736160279 1.0218390565169484 -0.12102389449164981 2.0559708995819093 -0.95735511540445373 0.94022256412506111 0.61890772048463216 -0.79720441678295972 0.25144058752059939 leaf_weight=8886 20 22 33 22 24 38 21 20 23 25 47 23 20 leaf_count=8886 20 22 33 22 24 38 21 20 23 25 47 23 20 internal_value=0 1.59355 0.00863574 0.611442 -0.000629996 0.00287797 0.213104 0.915178 -0.00143341 0.00102096 -0.0016075 -0.247631 0.0606661 internal_weight=0 42 9182 139 9043 9019 106 42 8981 8958 8933 64 41 internal_count=9224 42 9182 139 9043 9019 106 42 8981 8958 8933 64 41 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=16 num_cat=2 split_feature=0 10 4 25 24 10 4 4 7 0 12 0 1 1 4 split_gain=858107 683967 385664 413854 426743 479207 320237 626890 234060 229271 95426.1 62625.7 209070 47283.8 37432 threshold=1165.3425000000004 1211.5375000000001 947.25000000000011 0 1 110.25000000000001 449.64000000000004 543.33000000000004 648.00000000000011 252.37200000000004 362.12500000000006 216.15000000000003 58.430000000000007 644.32500000000016 1341.6425000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 8 -8 -6 -1 11 13 -13 -5 -4 right_child=-2 -3 14 10 6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=0.68212877101123992 1.4577934597432614 1.7925891830807641 -0.6717066201709565 -0.042099336328528601 0.039444061932760038 -0.70198744181663753 2.1948222293853763 -0.16007923162900486 -0.81805724577470262 -0.42735648727416997 0.48369558988298689 -0.011572865089484021 0.99901940612792972 -0.5063680232654918 -1.2687786265781948 leaf_weight=271 40 21 21 7640 899 31 20 26 33 20 35 113 25 22 21 leaf_count=271 40 21 21 7640 899 31 20 26 33 20 35 113 25 22 21 internal_value=0 -0.010061 -0.014186 -0.00979037 0.154769 0.465506 0.0487841 0.863791 0.00908189 0.605875 -0.0372444 -0.0396297 0.171505 -0.0434324 -0.970243 internal_weight=0 9198 9177 9135 1300 322 978 46 932 291 7835 7800 138 7662 42 internal_count=9238 9198 9177 9135 1300 322 978 46 932 291 7835 7800 138 7662 42 cat_boundaries=0 2 3 cat_threshold=532864 134217728 11 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=23 num_cat=4 split_feature=10 25 1 8 2 2 24 3 10 20 8 7 25 11 24 6 11 1 1 8 3 11 split_gain=666897 502264 613657 464802 435666 759600 480586 475646 306657 271383 92496.7 113504 45454.1 147823 44373.6 91814.8 35638.6 35298.9 73705.9 25049.3 23767.1 1147.03 threshold=1211.5375000000001 0 1236.1260000000004 1211.5375000000001 438.71000000000009 589.71000000000015 1 66.112500000000011 21.380000000000003 73.46250000000002 226.95300000000003 96.632500000000022 2 331.12500000000006 3 244.35500000000002 110.25000000000001 284.92500000000007 68.280000000000015 383.46000000000004 362.12500000000006 313.12500000000006 decision_type=2 9 2 2 2 2 1 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -7 -1 -8 12 19 13 14 15 -3 17 18 -14 -12 -16 -18 right_child=-2 10 -4 -5 5 7 9 -9 -10 -11 11 -13 16 -15 20 -17 21 -19 -20 -21 -22 -23 leaf_value=0.4366082095141387 1.6970183082248855 0.026600786924567955 1.7871029418447741 -1.3362511625744049 2.4547038542140616 -0.38949300215794486 -0.0029877830709863573 1.3774792573928831 1.7356011333465577 0.9620206822156907 0.26661212801933287 0.92969090461730963 -0.060262308062103122 0.82663949989137198 -0.049655295159483102 0.71190347862243653 -0.29882161181905997 -0.36560675466382825 0.25983326160744447 -0.14294941561562677 0.26091554470062256 -0.40236980915069581 leaf_weight=199 23 869 23 21 22 39 1019 25 20 30 32 21 4933 21 1715 20 23 37 73 28 25 20 leaf_count=199 23 869 23 21 22 39 1019 25 20 30 32 21 4933 21 1715 20 23 37 73 28 25 20 internal_value=0 -0.007913 0.165984 0.140074 0.162971 0.851747 0.116256 0.300731 0.530992 0.0243778 -0.0391751 0.296945 -0.0427451 -0.00899337 -0.0157025 0.0415508 -0.060195 -0.057869 -0.0555945 0.0754834 -0.0449348 -0.346984 internal_weight=0 9215 1398 1375 1354 86 1268 64 219 1049 7817 81 7736 2650 2629 889 5086 5043 5006 60 1740 43 internal_count=9238 9215 1398 1375 1354 86 1268 64 219 1049 7817 81 7736 2650 2629 889 5086 5043 5006 60 1740 43 cat_boundaries=0 2 3 6 7 cat_threshold=532864 134283264 3 2241941504 371198114 75530768 1569 is_linear=0 shrinkage=0.01 Tree=177 num_leaves=13 num_cat=3 split_feature=0 10 2 4 25 24 10 4 2 5 5 25 split_gain=833806 657620 408379 520486 290279 498478 426904 231856 132896 101186 184859 54016.1 threshold=1165.3425000000004 1211.5375000000001 890.22500000000014 967.31750000000011 0 1 110.25000000000001 432.41388000000001 1164.4950000000001 365.16250000000008 489.67750000000007 2 decision_type=2 2 2 2 9 1 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 -7 -4 11 -11 -6 right_child=-2 -3 8 -5 9 7 -8 -9 -10 10 -12 -13 leaf_value=0.59271924167768353 1.4370246053636075 1.7576931435721261 1.4954319760799408 -1.2027658555314349 0.0072063361582576594 -0.026399624446697807 -0.6799938402504756 0.69400750890691232 0.47357796703066146 1.0980660052732989 -0.11754570138865504 -0.054746877692974261 leaf_weight=289 40 21 20 37 1850 903 29 47 35 22 29 5916 leaf_count=289 40 21 20 37 1850 903 29 47 35 22 29 5916 internal_value=0 -0.0098966 -0.0139414 -0.0191213 -0.0143007 0.125474 0.462122 0.0091453 0.845161 -0.0370867 0.406836 -0.0400497 internal_weight=0 9198 9177 9122 9085 1268 318 950 55 7817 51 7766 internal_count=9238 9198 9177 9122 9085 1268 318 950 55 7817 51 7766 cat_boundaries=0 2 3 6 cat_threshold=532864 134217728 11 2241925120 335612065 67109376 is_linear=0 shrinkage=0.01 Tree=178 num_leaves=12 num_cat=2 split_feature=0 10 2 26 11 11 25 24 19 11 11 split_gain=817214 644534 400253 361185 245353 291223 240064 582999 70365.6 36968.6 29509.5 threshold=1165.3425000000004 1211.5375000000001 890.22500000000014 2022.5000000000002 538.6450000000001 360.14500000000004 0 1 224.79000000000002 446.18250000000006 874.60000000000014 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -8 -7 -6 right_child=-2 -3 3 -5 10 9 8 -9 -10 -11 -12 leaf_value=0.46414551200416593 1.422654350578785 1.7401162229265488 1.6619500859578451 0.040942007728985381 -0.45722558268794311 1.1205122697353362 -0.041222153687154699 -0.020636746861810246 0.53841804050263908 0.532655314984529 -0.92476038402981231 leaf_weight=329 40 21 27 28 27 20 7746 929 21 23 27 leaf_count=329 40 21 27 28 27 20 7746 929 21 23 27 internal_value=0 -0.00979816 -0.0138025 0.83671 -0.0189306 -0.0149285 -0.0188402 0.108807 -0.039604 0.806077 -0.690993 internal_weight=0 9198 9177 55 9122 9068 9025 1258 7767 43 54 internal_count=9238 9198 9177 55 9122 9068 9025 1258 7767 43 54 cat_boundaries=0 3 4 cat_threshold=532864 134217728 67108864 11 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=13 num_cat=3 split_feature=0 10 2 4 3 25 24 10 4 5 5 25 split_gain=800946 631704 392283 510022 283919 280118 479079 417330 227054 98884.8 181123 52801 threshold=1165.3425000000004 1211.5375000000001 890.22500000000014 967.31750000000011 66.112500000000011 0 1 110.25000000000001 432.41388000000001 365.16250000000008 489.67750000000007 2 decision_type=2 2 2 2 2 9 1 2 2 2 2 9 left_child=1 2 3 5 -4 6 7 -1 -8 11 -11 -7 right_child=-2 -3 4 -5 -6 9 8 -9 -10 10 -12 -13 leaf_value=0.58239042216518766 1.4084278101325034 1.7227150617327009 0.21922020688652993 -1.1904213492934768 1.6758169949573019 0.0074414187126582666 -0.025877795721077314 -0.67597158875958674 0.68703102578508091 1.0867086180773649 -0.1165585073931464 -0.053808134014627397 leaf_weight=289 40 21 32 37 23 1850 903 29 47 22 29 5916 leaf_count=289 40 21 32 37 23 1850 903 29 47 22 29 5916 internal_value=0 -0.00969535 -0.0136597 -0.0187364 0.828343 -0.0139646 0.123342 0.453377 0.00929459 -0.0363484 0.402498 -0.0392771 internal_weight=0 9198 9177 9122 55 9085 1268 318 950 7817 51 7766 internal_count=9238 9198 9177 9122 55 9085 1268 318 950 7817 51 7766 cat_boundaries=0 2 3 6 cat_threshold=532864 134217728 11 2241925120 335612065 67109376 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=24 num_cat=3 split_feature=0 3 25 13 0 20 1 4 0 0 24 0 3 12 19 6 25 14 8 0 0 13 14 split_gain=1.09028e+06 1.24017e+06 399009 364629 421985 546186 528809 419657 348895 417608 313581 292158 239515 103719 98939.3 79913 65001.4 62159.1 73046.2 43402.1 33825 13045.3 4141.42 threshold=806.46500000000003 157.58975000000007 0 237.07500000000002 173.94850000000002 1.4840000000000002 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 1 1205.5225000000003 575.22000000000014 210.75000000000003 360.54500000000007 52.910000000000004 2 67.800000000000011 226.95300000000003 270.37500000000006 157.58975000000007 494.36250000000007 336.51000000000005 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 11 3 4 5 7 8 10 -6 -10 -1 -2 14 21 16 -9 17 18 -4 20 -18 -5 -19 right_child=1 -3 12 13 6 -7 -8 15 9 -11 -12 -13 -14 -15 -16 -17 19 22 -20 -21 -22 -23 -24 leaf_value=-0.11127340540741429 1.165848330921597 3.3315108581781385 -0.0070203409195562462 -0.12280785608291626 -0.70540179411570236 1.76435924243927 1.7609548550181919 -0.85678483028037877 1.4323724613587061 -0.15102336714344641 0.26395048355389306 -0.29205714872905186 1.0279946177346366 -1.1786622409820557 0.66104848670959471 -0.11095847606658936 -0.065751690204456356 -0.25015840234664771 0.34264374623533156 -0.44540944957733153 0.31061614155769351 -0.46545657653808598 -0.41948462295532224 leaf_weight=320 27 20 2902 20 24 20 36 51 36 31 705 28 21 20 20 20 4729 52 61 30 24 25 20 leaf_count=320 27 20 2902 20 24 20 36 51 36 31 705 28 21 20 20 20 4729 52 61 30 24 25 20 internal_value=0 1.19907 -0.0115468 0.149514 0.188837 0.126681 0.735027 0.0967967 0.329165 0.699756 0.148297 0.423642 -0.0384938 -0.579474 -0.0414004 -0.646693 -0.0431974 -0.00685376 0.000178278 -0.0661062 -0.0638512 -0.313168 -0.297193 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 2963 4783 4753 45 72 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 2963 4783 4753 45 72 cat_boundaries=0 2 3 6 cat_threshold=17310080 1 3456 278925312 2485194978 234916096 is_linear=0 shrinkage=0.01 Tree=181 num_leaves=24 num_cat=2 split_feature=0 3 25 13 0 20 1 4 0 0 5 0 3 12 19 6 25 8 8 0 0 12 13 split_gain=1.06858e+06 1.21549e+06 391117 357384 413569 535308 518285 411322 341952 409297 316254 286344 234749 101655 96970.4 78322.7 63707.9 44460.4 134028 42538.4 33151.9 30463 12785.7 threshold=806.46500000000003 157.58975000000007 0 237.07500000000002 173.94850000000002 1.4840000000000002 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 102.07500000000002 1205.5225000000003 575.22000000000014 210.75000000000003 360.54500000000007 52.910000000000004 1 226.95300000000003 374.25000000000006 270.37500000000006 157.58975000000007 217.89500000000004 494.36250000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 11 3 4 5 7 8 10 -6 -10 -1 -2 14 22 16 -9 17 21 -19 20 -18 -4 -5 right_child=1 -3 12 13 6 -7 -8 15 9 -11 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 leaf_value=0.20099320383267835 1.1541898981730143 3.2981958019137383 -0.0091010005891038488 -0.12157978534698487 -0.69834779262542723 1.7467156019210817 1.7433453040652804 -0.84821698057885264 1.4180487448639341 -0.14951313234144642 -0.42280941373846503 -0.28913658789225988 1.0177146150952294 -1.1668756022453308 0.65443796920776365 -0.10984888172149658 -0.065094173353415108 0.62884650646111906 -0.26883337941663021 -0.44095535008112591 0.30750997622807819 -0.30587722751072477 -0.46080200881958006 leaf_weight=936 27 20 2932 20 24 20 36 51 36 31 89 28 21 20 20 20 4729 39 29 30 24 35 25 leaf_count=936 27 20 2932 20 24 20 36 51 36 31 89 28 21 20 20 20 4729 39 29 30 24 35 25 internal_value=0 1.18708 -0.0114296 0.14803 0.186961 0.125428 0.727677 0.0958427 0.325874 0.692759 0.146829 0.419406 -0.0381089 -0.573679 -0.0409863 -0.640226 -0.0427654 -0.00678522 0.246012 -0.0654452 -0.0632127 -0.0126019 -0.310037 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 68 4783 4753 2967 45 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 68 4783 4753 2967 45 cat_boundaries=0 2 5 cat_threshold=17310080 1 278925312 2485194978 234916096 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=27 num_cat=6 split_feature=3 8 26 2 25 24 25 8 26 7 7 24 25 17 3 3 2 12 4 4 2 25 2 26 3 26 split_gain=756283 902566 1.14591e+06 1.48582e+06 429060 338256 440937 416055 317501 263296 277695 236272 183803 229640 123294 114194 113571 113523 65471.1 60296.8 51575 39253.6 30434.6 27683.4 8077.37 704.417 threshold=346.12500000000006 475.26000000000005 2022.5000000000002 157.58975000000007 0 1 2 449.64000000000004 2022.5000000000002 629.70000000000016 336.94125000000003 3 4 40.213800000000006 497.97750000000002 844.84875000000011 210.75000000000003 362.12500000000006 561.85750000000019 365.16250000000008 515.86500000000012 5 51.82500000000001 2022.5000000000002 497.97750000000002 2022.5000000000002 decision_type=2 2 2 2 9 1 9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=4 2 3 14 5 6 8 11 -1 10 12 16 25 -14 -2 22 -8 18 19 20 21 -6 24 -13 -4 -7 right_child=1 -3 15 -5 17 9 7 -9 -10 -11 -12 23 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.41391383464315107 -0.26671768006824315 2.6310762366056442 -0.13353757894956148 3.302612931251526 -0.017419117890993756 -0.32161658553190009 0.37955851419925685 1.5625891294933503 1.4787762614658899 -0.89115799719287514 1.1074971954027812 -0.049784649242054328 0.13048059709956136 -0.81152643203735353 0.73939681793081347 -0.87509830044848591 -0.34060895909865702 0.60220788885045939 -0.61876677274703984 0.41733292170933317 0.45955413246154786 -0.065641626940730349 0.21143983840942382 -0.29339034068731612 -0.39388763427734375 -0.27854690019698708 leaf_weight=56 21 20 26 25 2615 86 250 21 56 31 24 110 623 27 29 28 24 27 20 28 20 4884 20 81 22 68 leaf_count=56 21 20 26 25 2615 86 250 21 56 31 24 110 623 27 29 28 24 27 20 28 20 4884 20 81 22 68 internal_value=0 0.62103 0.385937 1.31209 -0.0148275 0.141794 0.322827 0.182033 0.868776 0.0135006 0.0475337 0.1236 0.015893 0.089967 0.316829 -0.337619 0.305335 -0.0450046 -0.0473734 -0.0458591 -0.047584 -0.0489366 -0.116305 -0.145477 -0.252865 -0.284148 internal_weight=0 191 171 75 9051 1457 598 486 112 859 828 465 804 650 50 96 274 7594 7567 7547 7519 7499 68 191 48 154 internal_count=9242 191 171 75 9051 1457 598 486 112 859 828 465 804 650 50 96 274 7594 7567 7547 7519 7499 68 191 48 154 cat_boundaries=0 2 3 4 5 6 9 cat_threshold=17310080 2214658049 1107 532480 1104 532480 278921216 274993218 235440448 is_linear=0 shrinkage=0.01 Tree=183 num_leaves=24 num_cat=2 split_feature=0 3 25 13 0 20 1 4 0 0 5 0 3 12 19 6 25 14 8 0 10 13 14 split_gain=1.03779e+06 1.17822e+06 374123 350608 403947 521698 504948 403786 335631 401300 310363 280993 228921 100113 94737.8 76049 61296.8 60996.9 70137.2 41700.9 32702.3 12614.2 4136.85 threshold=806.46500000000003 157.58975000000007 0 237.07500000000002 173.94850000000002 1.4840000000000002 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 102.07500000000002 1205.5225000000003 575.22000000000014 210.75000000000003 360.54500000000007 52.910000000000004 1 67.800000000000011 226.95300000000003 270.37500000000006 172.12500000000003 494.36250000000007 336.51000000000005 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=2 11 3 4 5 7 8 10 -6 -10 -1 -2 14 21 16 -9 17 18 -4 20 -18 -5 -19 right_child=1 -3 12 13 6 -7 -8 15 9 -11 -12 -13 -14 -15 -16 -17 19 22 -20 -21 -22 -23 -24 leaf_value=0.1974017022591498 1.141933953585448 3.2483614957332612 -0.0067427778151592337 -0.12132350254058839 -0.69367441018422438 1.7229783048629761 1.7201507731278738 -0.84101699679505593 1.4026836230026352 -0.14948780121341829 -0.42056307717655478 -0.28784299033028737 1.0052871685936338 -1.1588286734819413 0.64718217372894293 -0.11344523525238037 -0.063812096759708434 -0.24725842851858873 0.33588810498597194 -0.43598871342341106 0.31417647900788681 -0.45826236495971678 -0.41649116897583005 leaf_weight=936 27 20 2902 20 24 20 36 51 36 31 89 28 21 20 20 20 4730 52 61 30 23 25 20 leaf_count=936 27 20 2902 20 24 20 36 51 36 31 89 28 21 20 20 20 4730 52 61 30 23 25 20 internal_value=0 1.16986 -0.0112555 0.144702 0.183247 0.122434 0.717636 0.0932273 0.321036 0.684515 0.143744 0.414048 -0.0373486 -0.570148 -0.0401897 -0.636067 -0.0419481 -0.00665538 0.000311047 -0.0641946 -0.061983 -0.308512 -0.294268 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 2963 4783 4753 45 72 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7818 3035 2963 4783 4753 45 72 cat_boundaries=0 2 5 cat_threshold=17310080 1 278925312 2485194978 234916096 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=25 num_cat=3 split_feature=0 3 26 25 13 0 20 1 4 0 0 24 3 26 12 25 2 14 6 6 5 13 15 13 split_gain=1.01714e+06 1.15478e+06 783559 366678 343631 395909 511316 494900 395750 328952 393314 306097 224366 99338.8 98120.8 61855.3 62833.3 43340.1 44834.3 32916.2 30675.2 16695.3 16370.6 12363.2 threshold=806.46500000000003 157.58975000000007 2022.5000000000002 0 237.07500000000002 173.94850000000002 1.4840000000000002 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 1 575.22000000000014 2022.5000000000002 210.75000000000003 2 492.37500000000006 67.800000000000011 99.89997000000001 331.12500000000006 273.48534000000006 159.56250000000003 66.285000000000011 494.36250000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 8 9 11 -7 -11 -1 15 -10 23 16 17 18 -5 20 21 -17 -19 -6 right_child=1 -3 -4 12 14 7 -8 -9 13 10 -12 -13 -14 -15 -16 19 -18 22 -20 -21 -22 -23 -24 -25 leaf_value=-0.1139690499161229 -0.94662414868672684 3.2158778439760209 1.4601246579231757 -0.010304092416627724 -0.12011026430130006 -0.68673766930898028 1.7057484760284425 1.7029492613176505 -0.22831782947887075 1.3886567818456226 -0.14799292041409401 0.25660739212978134 0.99523437318347752 -0.97828094030681412 -1.1472404013872146 -0.060937576499762107 0.5544071969985962 -0.15577709415502716 0.17829302917827261 0.32379309849305588 -0.43644884326241234 -0.34352013905843104 -0.48830309307575226 -0.45367974166870123 leaf_weight=320 24 20 31 2796 20 24 20 36 33 36 31 705 21 38 20 4748 20 57 132 22 22 21 20 25 leaf_count=320 24 20 31 2796 20 24 20 36 33 36 31 705 21 38 20 4748 20 57 132 22 22 21 20 25 internal_value=0 1.15817 0.409907 -0.0111429 0.143255 0.181415 0.12121 0.710459 0.092295 0.317826 0.67767 0.142307 -0.0369751 -0.629707 -0.564446 -0.0397878 -0.00422826 -0.00796037 -0.00180176 -0.0619996 -0.0639005 -0.0621819 -0.242147 -0.305427 internal_weight=0 75 55 9167 1308 1243 1116 127 1096 91 67 1025 7859 71 65 7838 3025 3005 2928 4813 4791 4769 77 45 internal_count=9242 75 55 9167 1308 1243 1116 127 1096 91 67 1025 7859 71 65 7838 3025 3005 2928 4813 4791 4769 77 45 cat_boundaries=0 2 3 6 cat_threshold=17310080 1 3456 278925312 2619412706 234915840 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=24 num_cat=3 split_feature=25 24 0 1 24 3 10 0 26 1 1 4 2 12 12 5 1 1 2 0 5 1 26 split_gain=658854 1.32144e+06 627599 446662 1.05546e+06 1.0445e+06 486169 429899 364787 343830 443277 143607 120201 118108 338703 223911 80325.5 131157 56821.3 51380.4 44064.5 9873.91 3879.08 threshold=0 1 129.39000000000001 256.61250000000007 2 65.050000000000011 947.25000000000011 1205.5225000000003 2022.5000000000002 665.43750000000011 488.75250000000005 1120.4650000000004 13.037000000000001 312.37500000000006 494.73750000000007 992.8900000000001 403.91250000000008 665.43750000000011 66.112500000000011 55.656960000000005 15.315000000000001 328.74048000000005 2022.5000000000002 decision_type=9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 18 6 5 12 7 11 -1 10 19 13 16 15 -15 -2 -5 -18 20 21 22 -6 -3 right_child=3 2 -4 4 9 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 leaf_value=0.75081465943106296 -0.024137926410977142 -0.38854055634464124 1.2528885527813074 0.37631452530239978 -0.37602488756179808 2.8073882518495834 1.5317965764999388 -1.4581658483686903 1.8457683944702148 -1.266407812663487 1.1983327766086744 -0.85157409350077318 -0.087848622322082515 1.2275481278555733 -0.24804530007498607 -1.0121469116210937 1.653877293586731 0.53496881528334184 0.26166833241780596 -0.81177163557572796 0.15664184761047362 -0.069021658897399904 -0.29214793227967761 leaf_weight=58 8489 83 33 28 20 28 20 21 64 28 23 21 20 28 35 23 20 22 21 22 20 22 84 leaf_count=58 8489 83 33 28 20 28 20 21 64 28 23 21 20 28 35 23 20 22 21 22 20 22 84 internal_value=0 0.415175 -0.0271558 -0.0138432 0.418188 1.03307 -0.0255141 -0.0291286 1.22482 -0.278366 0.00762878 -0.0256375 0.595852 -0.0236147 0.407774 -0.0268076 0.791195 1.06778 -0.231545 -0.42028 -0.286933 -0.215214 -0.340056 internal_weight=0 363 241 8870 233 118 8637 8617 122 115 87 8596 90 8575 63 8512 70 42 208 64 187 42 167 internal_count=9233 363 241 8870 233 118 8637 8617 122 115 87 8596 90 8575 63 8512 70 42 208 64 187 42 167 cat_boundaries=0 1 2 3 cat_threshold=532608 531 1337 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=23 num_cat=3 split_feature=25 24 0 1 24 3 10 0 26 1 1 4 12 12 5 1 1 3 0 5 1 26 split_gain=645743 1.29515e+06 615109 437773 1.03445e+06 1.02371e+06 476494 421344 357528 336987 434455 140749 115758 331963 219455 76171.6 211469 55883.8 50357.9 27671.7 9677.42 248.556 threshold=0 1 129.39000000000001 256.61250000000007 2 65.050000000000011 947.25000000000011 1205.5225000000003 2022.5000000000002 665.43750000000011 488.75250000000005 1120.4650000000004 312.37500000000006 494.73750000000007 992.8900000000001 736.8325000000001 403.91250000000008 58.875000000000007 55.656960000000005 1.2722499999999999 328.74048000000005 2022.5000000000002 decision_type=9 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 17 6 5 15 7 11 -1 10 18 12 14 -14 -2 16 -5 19 20 21 -6 -3 right_child=3 2 -4 4 9 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.74330651848480611 -0.023896546584723736 -0.22852294117571362 1.2403596263943297 0.20049835390411319 -0.37226464557647704 2.7793143749237061 1.5164786186218262 -1.4435842028118315 1.8273106634616851 -1.2537437241418021 1.1863494707190472 -0.84305834861028761 1.2152726684297834 -0.24556483895438061 -1.0020254309281058 0.13345900498903715 1.3501420319080353 0.27331550598144533 -0.80365391991355195 -0.6343164100646973 -0.068331442312760796 -0.25285159638348748 leaf_weight=58 8489 83 33 32 20 28 20 21 64 28 23 21 28 35 23 26 32 20 22 20 22 85 leaf_count=58 8489 83 33 32 20 28 20 21 64 28 23 21 28 35 23 26 32 20 22 20 22 85 internal_value=0 0.411023 -0.0268842 -0.0137047 0.414006 1.02274 -0.0252589 -0.0288373 1.21257 -0.275582 0.00755249 -0.0253811 -0.0233786 0.403696 -0.0265395 0.589894 0.77532 -0.22923 -0.416078 -0.282692 -0.213062 -0.240832 internal_weight=0 363 241 8870 233 118 8637 8617 122 115 87 8596 8575 63 8512 90 64 208 64 188 42 168 internal_count=9233 363 241 8870 233 118 8637 8617 122 115 87 8596 8575 63 8512 90 64 208 64 188 42 168 cat_boundaries=0 1 2 3 cat_threshold=532608 531 1337 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=27 num_cat=4 split_feature=25 24 12 4 26 7 5 25 24 2 2 3 3 3 8 2 5 2 5 12 4 4 10 5 3 26 split_gain=632893 1.26937e+06 385001 1.68405e+06 350413 303076 259740 256281 493205 307071 587404 280954 208857 135561 135554 119421 112298 104370 75076.1 73816.1 61865.1 138540 51754.1 22567.4 7779.47 325.427 threshold=0 1 312.37500000000006 14.655000000000003 2022.5000000000002 66.112500000000011 432.41388000000001 2 3 352.38000000000005 603.77750000000015 179.01000000000002 362.12500000000006 164.55774000000002 166.11250000000004 129.39000000000001 13.900500000000003 299.39250000000004 992.8900000000001 636.15000000000009 453.00000000000006 355.79500000000007 73.46250000000002 561.85750000000019 458.71125000000006 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 6 19 -1 15 7 8 13 11 -11 -10 20 22 17 16 25 18 23 -4 21 -9 -2 -8 -14 -3 right_child=2 5 3 -5 -6 -7 14 12 9 10 -12 -13 24 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.73587344432699264 -0.1386990651116855 0.0019332514868842232 0.07104856994416979 2.7303549321492513 1.8090375605225564 1.1200873329525902 -0.040492160717646282 -0.041008136475842456 0.27691053522516851 2.3069046887897309 0.19137685067313059 -0.42199066118588524 0.52025578180948895 -0.75798081043788379 0.23843539237976075 -0.87404806113243094 -0.77447913789749157 -1.2888712347121467 -0.96281260837208138 -0.60059011522928873 -0.58208024252028689 0.71999395529429122 0.3324883869171143 -0.48389957921071486 0.78380762145632787 0.028825080553690593 leaf_weight=58 345 90 36 27 64 21 24 7393 661 21 35 63 24 35 20 20 20 21 22 30 21 24 25 22 21 90 leaf_count=58 345 90 36 27 64 21 24 7393 661 21 35 63 24 35 20 20 20 21 22 30 21 24 25 22 21 90 internal_value=0 0.406913 -0.0135677 0.626448 1.20045 -0.0266154 -0.0203647 -0.0142644 0.12178 0.267843 0.9847 0.216095 -0.035923 -0.159201 -0.505478 -0.137283 -0.0636067 -0.672649 -0.482345 -0.234242 -0.0400803 -0.0385457 -0.106862 -0.252557 0.643247 0.0153792 internal_weight=0 363 8870 93 122 241 8777 8668 1185 780 56 724 7483 405 109 220 200 89 68 66 7438 7417 370 46 45 180 internal_count=9233 363 8870 93 122 241 8777 8668 1185 780 56 724 7483 405 109 220 200 89 68 66 7438 7417 370 46 45 180 cat_boundaries=0 1 2 4 5 cat_threshold=532608 531 16777472 84213761 2179 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=22 num_cat=2 split_feature=25 0 10 1 25 5 0 10 0 1 1 1 1 20 5 0 4 1 1 1 6 split_gain=620298 774743 539969 425868 516212 769612 792806 465867 414348 373773 318564 275446 162655 149044 229488 134662 116458 41900.2 40357.6 13262.5 3419.85 threshold=0 66.112500000000011 96.07050000000001 256.61250000000007 1 432.41388000000001 96.632500000000022 947.25000000000011 1205.5225000000003 817.62000000000012 129.39000000000001 438.04750000000007 47.808000000000007 362.77500000000003 1164.6975000000002 744.3325000000001 1.2722499999999999 458.28125000000006 362.77500000000003 288.59250000000003 1.57605 decision_type=9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 7 5 6 9 8 13 11 -3 -5 16 14 15 -2 20 18 19 -6 -1 right_child=3 10 -4 4 17 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.09102021917633947 -0.02646288141112348 2.2100720278422039 1.6972020725581956 0.3480285632610321 -0.011014366388320922 -0.81540344735850456 2.4120567830403647 1.4996203479766845 -1.4313185004960922 -0.49077505111694336 0.64580297615217119 1.818128453063965 0.95204582032703211 0.83731710195541387 -1.0968853912353516 0.75691419167952112 -0.6422335284689199 -0.43826093620724155 0.32372339207193129 -0.36681893738833338 0.22752225208282473 leaf_weight=223 8534 30 23 26 20 23 36 20 21 22 23 25 21 20 20 22 23 36 23 22 20 leaf_count=223 8534 30 23 26 20 23 36 20 21 22 23 25 21 20 20 22 23 36 23 22 20 internal_value=0 0.402844 0.22292 -0.013432 0.408423 0.787216 1.19761 -0.0248279 -0.0283662 0.598697 1.53124 1.06867 0.104772 -0.0249387 -0.0269496 -0.0244486 0.0378819 -0.149748 -0.0129949 -0.197388 0.102255 internal_weight=0 363 310 8870 233 132 109 8637 8617 73 53 51 287 8596 8576 8556 266 101 65 42 243 internal_count=9233 363 310 8870 233 132 109 8637 8617 73 53 51 287 8596 8576 8556 266 101 65 42 243 cat_boundaries=0 1 4 cat_threshold=532608 256 0 16 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=18 num_cat=0 split_feature=1 3 10 12 4 5 5 26 0 1 4 2 10 3 12 1 4 split_gain=546460 1.26867e+06 552261 392853 1.96913e+06 528675 360233 234953 477298 271106 187669 155168 130219 29918 26408.8 17952.1 12252.3 threshold=362.77500000000003 492.37500000000006 1183.6900000000003 312.37500000000006 14.655000000000003 1211.5375000000001 64.050000000000011 2022.5000000000002 65.050000000000011 665.43750000000011 503.46500000000009 1120.4650000000004 404.76000000000005 65.050000000000011 636.15000000000009 479.25000000000006 721.76691000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 5 14 10 7 8 -2 15 11 12 -1 16 -5 -9 -12 right_child=1 -3 -4 4 -6 -7 -8 9 -10 -11 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.0089459294708867151 0.2725987903491871 2.633343158721924 1.6520498123168945 -0.099716102754747543 3.0947118063767749 -1.4701846435546875 -0.65307129228437277 0.83917441463470455 2.1900158500671387 -0.61858970211398212 -0.22337582712588103 0.84873780386788511 -0.51571655011644557 -0.8427624293736049 -0.51558533595158507 0.41547545146942144 -0.5374610646565755 leaf_weight=8768 37 25 20 37 24 25 37 20 20 31 23 21 51 21 26 20 27 leaf_count=8768 37 25 20 37 24 25 37 20 20 31 23 21 51 21 26 20 27 internal_value=0 0.534069 -0.00782907 -0.0115083 0.657223 -0.018019 0.215997 0.467212 0.945377 0.083334 -0.0139449 -0.00983212 -0.0118766 -0.526016 -0.271345 0.627325 -0.392982 internal_weight=0 190 9043 9023 87 8936 165 128 57 71 8911 8840 8819 71 63 40 50 internal_count=9233 190 9043 9023 87 8936 165 128 57 71 8911 8840 8819 71 63 40 50 is_linear=0 shrinkage=0.01 Tree=190 num_leaves=12 num_cat=1 split_feature=0 6 5 25 20 7 7 3 11 19 5 split_gain=977215 675487 541494 385515 257384 233667 256679 132226 96249 74347.9 46597.4 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1.4840000000000002 729.18750000000011 319.12500000000006 532.72500000000014 360.14500000000004 252.37200000000004 1279.9550000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -5 -4 right_child=-2 -3 10 7 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.1508748813781863 1.5741455732247769 1.6633219766616822 -0.75221524969736731 -0.045260301778621934 -0.889861730337143 -0.61967969016024937 0.92676330913196914 0.77267817592620847 0.54372989007404882 0.56524982929229739 -1.3433840036392213 leaf_weight=1377 39 24 30 7564 24 38 44 20 28 20 24 leaf_count=1377 39 24 30 7564 24 38 44 20 28 20 24 internal_value=0 -0.0121425 -0.0165281 -0.0106131 0.136388 0.154205 0.1749 -0.0393046 -0.0414897 -0.0436503 -1.01496 internal_weight=0 9193 9169 9115 1483 1459 1421 7632 7612 7584 54 internal_count=9232 9193 9169 9115 1483 1459 1421 7632 7612 7584 54 cat_boundaries=0 2 cat_threshold=25698560 16842752 is_linear=0 shrinkage=0.01 Tree=191 num_leaves=15 num_cat=3 split_feature=0 6 5 25 24 1 1 0 25 7 3 11 1 5 split_gain=957769 662045 530718 377844 451643 473811 427354 321583 227369 180228 129595 94333.6 70489.6 45670.1 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 540.74500000000012 2 441.88278000000008 532.72500000000014 360.14500000000004 458.28125000000006 1279.9550000000002 decision_type=2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 8 -7 9 -6 -1 11 12 -5 -4 right_child=-2 -3 13 10 5 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.018890408761136474 1.5584040932777601 1.6466887267430625 -0.74469311014811201 -0.041108334674467846 0.50377792649532682 1.5996368676788952 0.099398759565045763 -1.0481535476446151 0.1067079164354217 -0.83272863901578464 0.76495137119293222 0.53829261064529421 -0.4846603775024414 -1.3299501641591391 leaf_weight=562 39 24 30 7548 189 49 31 32 594 26 20 28 36 24 leaf_count=562 39 24 30 7548 189 49 31 32 594 26 20 28 36 24 internal_value=0 -0.0120211 -0.0163628 -0.0105069 0.135024 0.281978 1.01829 -0.0707547 0.210349 -0.0187662 -0.0389116 -0.0410748 -0.0432138 -1.00481 internal_weight=0 9193 9169 9115 1483 863 80 620 783 588 7632 7612 7584 54 internal_count=9232 9193 9169 9115 1483 863 80 620 783 588 7632 7612 7584 54 cat_boundaries=0 2 3 5 cat_threshold=25698560 16842752 2784 532480 16777216 is_linear=0 shrinkage=0.01 Tree=192 num_leaves=15 num_cat=3 split_feature=0 6 5 25 24 1 1 0 25 1 3 1 2 5 split_gain=938701 648865 520164 370500 442832 464292 418850 315220 223115 168580 127016 69756.8 74504.6 44761.3 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 525.67500000000007 2 53.967500000000008 532.72500000000014 458.28125000000006 557.67000000000019 1279.9550000000002 decision_type=2 2 2 9 1 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 8 -7 9 -6 -1 11 12 -5 -4 right_child=-2 -3 13 10 5 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.053452051726276269 1.5428200330489723 1.6302218278249105 -0.73724616320927938 -0.040345121310763378 0.49899329719830998 1.5836405248544654 0.098404779280385671 -1.022161261041959 0.10565850064849222 -0.42126073528419844 0.7573018932342529 -0.47981377045313517 0.51770714362462367 -1.3166506695747375 leaf_weight=499 39 24 30 7552 189 49 31 33 594 88 20 36 24 24 leaf_count=499 39 24 30 7552 189 49 31 33 594 88 20 36 24 24 internal_value=0 -0.0118942 -0.0161925 -0.0103952 0.133715 0.279228 1.00811 -0.0700471 0.208324 -0.0177144 -0.0385225 -0.040664 -0.0385773 -0.994759 internal_weight=0 9193 9169 9115 1483 863 80 620 783 587 7632 7612 7576 54 internal_count=9232 9193 9169 9115 1483 863 80 620 783 587 7632 7612 7576 54 cat_boundaries=0 2 3 5 cat_threshold=25698560 16842752 2784 532480 16777216 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=15 num_cat=3 split_feature=0 6 5 25 24 0 7 18 9 3 19 25 0 5 split_gain=920013 635947 509819 363300 434193 310062 264438 149534 199414 124489 60381 76385.9 54131.4 43870.5 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 303.97500000000008 293.06250000000006 70.790000000000006 115.57500000000002 532.72500000000014 252.37200000000004 2 540.74500000000012 1279.9550000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 8 -6 10 11 -5 -7 -4 right_child=-2 -3 13 9 7 12 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.053166415133494217 1.5273918604239438 1.6139196411768595 -0.72987370904286708 -0.28156024175745842 0.30389017706818322 -0.43618189748128255 -0.96132941775851777 1.1343090419769286 -0.27267079309316783 0.74972886466979993 0.4952193596249535 -0.037427078950831437 -1.0274503956874832 -1.3034841656684877 leaf_weight=531 39 24 30 121 778 30 27 20 65 20 21 7470 32 24 leaf_count=531 39 24 30 121 778 30 27 20 65 20 21 7470 32 24 internal_value=0 -0.0117687 -0.016024 -0.0102846 0.132418 -0.0693467 0.00407791 0.276505 0.259434 -0.0381372 -0.0402574 -0.0417388 -0.741353 -0.984812 internal_weight=0 9193 9169 9115 1483 620 558 863 843 7632 7612 7591 62 54 internal_count=9232 9193 9169 9115 1483 620 558 863 843 7632 7612 7591 62 54 cat_boundaries=0 2 3 5 cat_threshold=25698560 16842752 2784 128 1 is_linear=0 shrinkage=0.01 Tree=194 num_leaves=16 num_cat=3 split_feature=0 6 5 25 24 1 1 0 7 25 1 3 11 1 5 split_gain=901709 623295 499670 356088 425552 455501 410688 303892 259176 219049 122915 122013 92378.3 67586 42997.5 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 303.97500000000008 293.06250000000006 2 129.39000000000001 532.72500000000014 360.14500000000004 458.28125000000006 1279.9550000000002 decision_type=2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 9 -7 8 -1 -6 -9 12 13 -5 -4 right_child=-2 -3 14 11 5 6 -8 10 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.052634754326832942 1.5121179676055909 1.5977804017066957 -0.72257498327891034 -0.039914098778195684 0.49140727927337341 1.5655511034751424 0.094857918677791475 -0.41528166561591917 -0.95171611326712158 0.10187516412790248 -1.3560801232428779 0.74223156356811526 0.53347228084291731 -0.47423447105619643 -1.2904493331909179 leaf_weight=531 39 24 30 7548 189 49 31 41 27 594 21 20 28 36 24 leaf_count=531 39 24 30 7548 189 49 31 41 27 594 21 20 28 36 24 internal_value=0 -0.0116545 -0.0158672 -0.0101852 0.131094 0.27374 0.995657 -0.0686532 0.00403713 0.203477 -0.733939 -0.03776 -0.039859 -0.0419757 -0.974964 internal_weight=0 9193 9169 9115 1483 863 80 620 558 783 62 7632 7612 7584 54 internal_count=9232 9193 9169 9115 1483 863 80 620 558 783 62 7632 7612 7584 54 cat_boundaries=0 2 3 5 cat_threshold=25698560 16842752 2784 532480 16777216 is_linear=0 shrinkage=0.01 Tree=195 num_leaves=10 num_cat=0 split_feature=5 0 1 4 19 3 10 17 3 split_gain=1.32972e+06 1.32151e+06 898414 421836 301211 152796 173192 139705 7139.75 threshold=1435.0600000000002 960.86250000000007 50.217500000000008 1120.4650000000004 478.87750000000005 619.41500000000008 788.58750000000009 52.345500000000008 1120.4650000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 -7 right_child=-2 2 -4 -5 -6 8 -8 -9 -10 leaf_value=0.0051673214690396161 2.5840614986419679 0.50824648896853131 3.0384126372959304 -1.1713868525720412 1.1400500562916631 -0.41810567218523759 -0.7367566180229187 -0.3143394667467625 -0.64025306369947343 leaf_weight=8857 20 36 23 31 23 39 32 139 23 leaf_count=8857 20 36 23 31 23 39 32 139 23 internal_value=0 0.00277672 1.49458 -0.00684889 -0.00288744 -0.00577936 -0.00238175 0.000230522 -0.500515 internal_weight=0 9203 59 9144 9113 9090 9028 8996 62 internal_count=9223 9203 59 9144 9113 9090 9028 8996 62 is_linear=0 shrinkage=0.01 Tree=196 num_leaves=13 num_cat=2 split_feature=5 0 2 4 19 25 24 5 1 2 0 18 split_gain=1.30326e+06 1.29521e+06 2.03549e+06 413442 295217 255299 419678 372317 252870 135521 448536 81770 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 478.87750000000005 0 1 39.441250000000004 415.60849999999999 147.46662000000001 143.49000000000004 336.13500000000005 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 3 -3 4 5 6 8 -8 -1 11 -11 -7 right_child=-2 2 -4 -5 -6 9 7 -9 -10 10 -12 -13 leaf_value=-0.066335214186276303 2.5582209911346436 0.14951705639178936 4.0733697738647461 -1.1596729804623511 1.1286495714602263 -0.038077957396326356 0.29481735570548795 -0.31831745448413196 -0.9595789937412037 0.05215685209374369 1.5444813205884851 0.6022046775817872 leaf_weight=467 20 39 20 31 23 7354 919 111 34 162 23 20 leaf_count=467 20 39 20 31 23 7354 919 111 34 162 23 20 internal_value=0 0.00274895 1.47964 -0.0067804 -0.00285857 -0.00572157 0.111616 0.226542 -0.12447 -0.0295956 0.237689 -0.0363414 internal_weight=0 9203 59 9144 9113 9090 1531 1030 501 7559 185 7374 internal_count=9223 9203 59 9144 9113 9090 1531 1030 501 7559 185 7374 cat_boundaries=0 2 3 cat_threshold=8921472 2164260865 2464 is_linear=0 shrinkage=0.01 Tree=197 num_leaves=12 num_cat=1 split_feature=5 0 2 4 19 25 3 17 3 1 18 split_gain=1.27732e+06 1.26944e+06 1.99498e+06 405214 289342 250219 394163 257035 236214 99615.1 66468.1 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 478.87750000000005 0 456.25000000000006 1.7878000000000001 575.22000000000014 96.322500000000005 336.13500000000005 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 10 -8 -7 right_child=-2 2 -4 -5 -6 8 9 -9 -10 -11 -12 leaf_value=0.17529508862615059 2.532638858795166 0.1480218840868045 4.032636095046997 -1.1480762429391185 1.1173630764173426 -0.033786909256093789 -0.38038947192522193 -0.47281197965145111 1.0559929547309874 -1.2108370933532715 0.52959479377383278 leaf_weight=1395 20 39 20 31 23 7518 52 64 20 20 21 leaf_count=1395 20 39 20 31 23 7518 52 64 20 20 21 internal_value=0 0.00272146 1.46484 -0.00671259 -0.00282998 -0.00566435 0.110499 0.146865 -0.0292996 -0.611069 -0.0322176 internal_weight=0 9203 59 9144 9113 9090 1531 1459 7559 72 7539 internal_count=9223 9203 59 9144 9113 9090 1531 1459 7559 72 7539 cat_boundaries=0 2 cat_threshold=8921472 2164260865 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=22 num_cat=4 split_feature=0 2 0 25 24 13 19 8 10 1 1 3 18 19 16 0 0 25 24 0 1 split_gain=1.00317e+06 2.19495e+06 784312 333988 635916 387550 256656 352993 290545 241318 251619 154821 71560.6 68634.8 114107 65426.1 66497 44883.5 35541.1 30462.3 27210.3 threshold=960.86250000000007 98.25500000000001 1335.1525000000004 0 1 548.95500000000004 30.086500000000004 747.7125000000002 101.09997000000003 415.60849999999999 179.01000000000002 542.10250000000008 355.67500000000007 19.277500000000007 19.874125000000003 352.08500000000004 417.90600000000001 2 3 146.62500000000003 660.10000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 left_child=3 2 -2 4 9 6 7 8 -6 10 13 12 15 14 -1 17 -17 18 -5 -19 -11 right_child=1 -3 -4 11 5 -7 -8 -9 -10 20 -12 -13 -14 -15 -16 16 -18 19 -20 -21 -22 leaf_value=-0.16127432866236427 1.3790580368041991 3.9053985100700745 -1.3571089085665617 -0.067918168224495201 0.2825786062584309 1.4707469334969152 1.3581627407073975 -1.0388439802689986 -0.41238346666097642 -1.139490379151844 0.84870539771185971 0.84922065925598145 0.56556821298599247 -0.70196162723359612 0.43183354350498748 0.75330399831136063 0.033471734596021249 -0.048377980786950645 0.027817428461708055 -0.24622027976603447 -0.62410252666473387 leaf_weight=443 20 21 22 507 1002 26 20 22 64 21 27 20 20 21 35 21 33 5237 1542 79 20 leaf_count=443 20 21 22 507 1002 26 20 22 64 21 27 20 20 21 35 21 33 5237 1542 79 20 internal_value=0 1.26568 -0.0541723 -0.00052366 0.125501 0.261625 0.235614 0.214979 0.240855 -0.146565 -0.0915523 -0.0293919 -0.0317936 -0.142428 -0.117846 -0.033404 0.313407 -0.0359468 0.00391401 -0.0512217 -0.888082 internal_weight=0 63 42 9160 1701 1134 1108 1088 1066 567 526 7459 7439 499 478 7419 54 7365 2049 5316 41 internal_count=9223 63 42 9160 1701 1134 1108 1088 1066 567 526 7459 7439 499 478 7419 54 7365 2049 5316 41 cat_boundaries=0 2 3 6 7 cat_threshold=8921472 2298478593 2464 52514816 1174735042 201329412 1044 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=12 num_cat=1 split_feature=5 0 2 4 19 25 3 17 3 1 2 split_gain=1.24453e+06 1.22415e+06 1.91736e+06 397392 281903 239998 385477 252475 228184 97637.2 61895.2 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 478.87750000000005 0 456.25000000000006 1.7878000000000001 575.22000000000014 96.322500000000005 557.67000000000019 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 10 -8 -7 right_child=-2 2 -4 -5 -6 8 9 -9 -10 -11 -12 leaf_value=0.1723104418434977 2.4998569316864012 0.14748427660037311 3.9557820453643799 -1.1369295803193122 1.102909692681354 -0.033289313103976891 -0.37702428792531678 -0.47002222806215288 1.0379512920379639 -1.1991860132217407 0.45546653747558596 leaf_weight=1395 20 39 20 31 23 7513 52 64 20 20 26 leaf_count=1395 20 39 20 31 23 7513 52 64 20 20 26 internal_value=0 0.00262858 1.43843 -0.00663568 -0.00279072 -0.00558843 0.108178 0.144134 -0.0287358 -0.605403 -0.0316037 internal_weight=0 9203 59 9144 9113 9090 1531 1459 7559 72 7539 internal_count=9223 9203 59 9144 9113 9090 1531 1459 7559 72 7539 cat_boundaries=0 2 cat_threshold=8921472 2164260865 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=24 num_cat=1 split_feature=4 1 4 5 9 1 1 1 25 20 7 5 2 6 2 17 19 11 1 11 26 6 17 split_gain=771221 584141 1.05767e+06 1.11306e+06 504631 341944 866461 339021 224635 328496 223794 158346 207465 101773 41784.3 40958.1 58085.8 48534.9 34745.4 22493.9 21113 9812.75 5150.91 threshold=1374.9750000000004 259.87500000000006 66.112500000000011 57.780000000000008 141.99000000000004 497.97750000000002 378.05000000000007 1272.8850000000002 0 95.75500000000001 591.48000000000013 175.23750000000004 20.000500000000006 119.02250000000002 74.355000000000004 91.800000000000026 165.36250000000004 198.37500000000003 73.320000000000007 393.72000000000008 2022.5000000000002 92.100000000000023 199.68750000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 4 -4 5 6 20 14 9 10 11 12 -1 -13 -7 16 17 18 -10 -19 -3 -12 -17 right_child=-2 2 3 -5 -6 7 -8 -9 15 -11 21 13 -14 -15 -16 22 -18 19 -20 -21 -22 -23 -24 leaf_value=0.073453319589504726 1.9102281470525833 -0.36312023950659705 3.1233436054653589 0.43739823314878679 -1.4096787147521974 -0.35961818695068359 1.9245271148681642 0.93284466788882303 -0.044186236416955876 1.2980667066574096 -0.51421452331542972 -0.47166808644166358 0.46717251745646432 0.24066360473632814 -0.90895905876159677 -0.1917931787784283 0.49459699773788451 0.37977757013761076 -0.19509632229136351 -0.014527581774670145 0.056698151016235356 -0.82746764469146727 -0.37545743452536096 leaf_weight=1315 21 23 27 36 20 45 35 21 6933 22 20 78 149 27 20 26 20 39 156 23 25 20 37 leaf_count=1315 21 23 27 36 20 45 35 21 6933 22 20 78 149 27 20 26 20 39 156 23 25 20 37 internal_value=0 -0.00834938 0.466408 1.58852 0.092372 0.270129 0.728002 -0.17177 -0.021845 0.0838705 0.0677899 0.0866205 0.113524 -0.288497 -0.528646 -0.0457327 -0.0435656 -0.0450708 -0.0475072 0.233503 -0.144465 -0.670841 -0.299659 internal_weight=0 9117 252 63 189 169 83 86 8865 1631 1609 1569 1464 105 65 7234 7171 7151 7089 62 48 40 63 internal_count=9138 9117 252 63 189 169 83 86 8865 1631 1609 1569 1464 105 65 7234 7171 7151 7089 62 48 40 63 cat_boundaries=0 2 cat_threshold=285745408 2499870720 is_linear=0 shrinkage=0.01 Tree=201 num_leaves=14 num_cat=2 split_feature=0 2 5 25 8 2 24 11 3 3 0 11 0 split_gain=1.13389e+06 1.15543e+06 852939 285977 399615 342762 224504 382204 262507 163107 89928.2 95244.1 85533.5 threshold=1165.3425000000004 50.217500000000008 1279.9550000000002 0 1236.1260000000004 1071.6575 1 118.20500000000003 400.12500000000006 593.34250000000009 458.28125000000006 360.14500000000004 228.76800000000003 decision_type=2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 8 -8 -1 10 11 12 -5 right_child=1 -3 -4 9 -6 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.14535946599441238 0.14634269180297851 3.3710768833160398 2.0511042766571048 -0.046391859094798767 -1.2519198844546364 1.4058338019961403 0.26665831289222935 -0.52379375044143561 0.75823174994332454 0.86183220958709716 -0.56331531640255095 0.48792932201834283 0.24800942912101748 leaf_weight=395 25 20 20 7512 21 21 836 66 35 20 33 34 100 leaf_count=395 25 20 20 7512 21 21 836 66 35 20 33 34 100 internal_value=0 1.57956 -0.0117372 -0.0162844 0.116119 0.138211 0.118226 0.206531 -0.0701793 -0.0400127 -0.0424137 -0.0401655 -0.0425243 internal_weight=0 45 9093 9073 1374 1353 1332 902 430 7699 7679 7646 7612 internal_count=9138 45 9093 9073 1374 1353 1332 902 430 7699 7679 7646 7612 cat_boundaries=0 2 3 cat_threshold=17309952 2231369728 898 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=17 num_cat=2 split_feature=4 3 1 1 8 25 24 8 2 4 12 5 26 3 17 3 split_gain=749891 623925 1.61959e+06 272186 252278 258558 429532 428206 301599 216217 185108 174372 108578 114727 42869.5 2140.47 threshold=1374.9750000000004 346.12500000000006 259.87500000000006 1272.8850000000002 1236.1260000000004 0 1 466.8300000000001 20.000500000000006 210.75000000000003 362.12500000000006 47.808000000000007 2022.5000000000002 575.22000000000014 91.800000000000026 542.10250000000008 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 8 -8 -1 11 14 12 13 -3 -7 -14 right_child=-2 2 -4 -5 -6 10 7 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=-0.21546511224529766 1.8836503274100167 -0.040915615775368432 2.4753657902611628 1.1175598471505301 -1.0682140155460524 -0.04238269803981469 0.21869122975750974 1.5753548812866212 0.44463401061732599 -0.66266987435022984 0.85376264157502546 1.1402209596633912 -0.19197850894927979 1.00556569480896 -0.28756139900949268 -0.33652971168359125 leaf_weight=444 21 22 36 21 23 7499 760 24 82 30 23 20 20 20 72 21 leaf_count=444 21 22 36 21 23 7499 760 24 82 30 23 20 20 20 72 21 internal_value=0 -0.00820956 0.593739 -0.0195785 -0.0222535 -0.0195517 0.109703 0.256944 -0.11046 0.0844271 -0.0419379 0.302028 0.100054 0.457409 -0.0447143 -0.266017 internal_weight=0 9117 169 8948 8927 8904 1310 784 526 133 7594 103 83 42 7571 41 internal_count=9138 9117 169 8948 8927 8904 1310 784 526 133 7594 103 83 42 7571 41 cat_boundaries=0 2 3 cat_threshold=17309952 2231435264 2952 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=15 num_cat=2 split_feature=5 1 3 1 8 25 24 8 12 2 7 1 3 2 split_gain=731549 886939 461800 1.41501e+06 246732 222535 387821 449322 182257 177667 123955 59236.4 50479 24676.5 threshold=1341.6425000000002 1236.1260000000004 346.12500000000006 330.61600000000004 1211.5375000000001 0 1 466.8300000000001 362.12500000000006 20.000500000000006 74.355000000000004 169.17500000000004 1065.8000000000002 73.320000000000007 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 9 -8 11 -1 12 -7 13 -4 right_child=-2 -3 3 -5 -6 8 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.18028069208704703 1.8604625592912947 1.6039977786120247 0.0044409012794494633 2.9388967005411786 -1.0362036800384522 -0.042255577588277353 0.18524874957276258 1.5720358697573342 0.84522500743036688 0.29476966483618627 0.70745782575299654 -0.24303332548141479 -0.43783872382207351 0.40685777282714847 leaf_weight=513 21 34 64 21 24 7217 881 24 23 93 31 150 22 20 leaf_count=513 21 34 64 21 24 7217 881 24 23 93 31 150 22 20 internal_value=0 -0.00811745 -0.014152 0.521753 -0.0236392 -0.020909 0.0893245 0.219599 -0.0435099 -0.105634 0.151242 -0.0463436 -0.0114253 0.100254 internal_weight=0 9117 9083 158 8925 8901 1511 905 7390 606 137 7367 106 84 internal_count=9138 9117 9083 158 8925 8901 1511 905 7390 606 137 7367 106 84 cat_boundaries=0 2 3 cat_threshold=17309952 2499870720 2952 is_linear=0 shrinkage=0.01 Tree=204 num_leaves=14 num_cat=2 split_feature=0 2 5 25 8 2 24 11 3 3 0 11 0 split_gain=1.09212e+06 1.12117e+06 820835 267812 381682 332007 215579 376890 252578 156030 88239.9 92406.9 83297.6 threshold=1165.3425000000004 50.217500000000008 1279.9550000000002 0 1236.1260000000004 1071.6575 1 118.20500000000003 400.12500000000006 593.34250000000009 458.28125000000006 360.14500000000004 228.76800000000003 decision_type=2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 8 -8 -1 10 11 12 -5 right_child=1 -3 -4 9 -6 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.14423968753030028 0.13843612365722657 3.3149902629852295 2.0121712608337403 -0.045159569819618009 -1.2248061352684385 1.3813509714035761 0.26030620640259611 -0.52463241427233731 0.74209816959926056 0.84316310977935782 -0.55723521897287076 0.48115015071981093 0.24536830921173094 leaf_weight=395 25 20 20 7512 21 21 836 66 35 20 33 34 100 leaf_count=395 25 20 20 7512 21 21 836 66 35 20 33 34 100 internal_value=0 1.55024 -0.0114757 -0.0159365 0.112194 0.133775 0.114106 0.200647 -0.0704574 -0.0388985 -0.0412465 -0.0390195 -0.0413429 internal_weight=0 45 9093 9073 1374 1353 1332 902 430 7699 7679 7646 7612 internal_count=9138 45 9093 9073 1374 1353 1332 902 430 7699 7679 7646 7612 cat_boundaries=0 2 3 cat_threshold=17309952 2231369728 898 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=10 num_cat=0 split_feature=1 5 1 19 2 0 1 0 1 split_gain=931164 366422 341083 368606 361479 283121 232134 26617.3 372.907 threshold=1236.1260000000004 1341.6425000000002 802.66250000000002 518.68250000000012 1013.1050000000001 806.46500000000003 629.70000000000016 1265.0725000000002 947.25000000000011 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=-0.013732128847496881 1.6571249257816987 1.2597852342025093 -0.92411024856567381 1.2645473107047702 0.97029107771421741 0.93173094113667798 1.0147275456515226 0.46076318693161017 -0.86506899792215097 leaf_weight=9010 34 23 20 23 38 30 22 20 23 leaf_count=9010 34 23 20 23 38 30 22 20 23 internal_value=0 -0.000834332 -0.00399068 0.000188162 -0.00300046 -0.00707281 -0.011227 0.743344 -0.89253 internal_weight=0 9209 9186 9143 9120 9082 9032 50 43 internal_count=9243 9209 9186 9143 9120 9082 9032 50 43 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=21 num_cat=3 split_feature=4 2 25 24 0 5 10 2 3 2 0 0 3 26 12 10 4 25 10 10 split_gain=776083 648852 387500 430545 695840 504052 401961 279330 241906 458421 363092 144383 128207 91568.6 69051.4 47123.3 46061.5 38738.5 88545.4 62907.2 threshold=1422.3575000000001 1374.9750000000004 0 1 404.82250000000005 134.70000000000002 67.800000000000011 52.547500000000007 129.39000000000001 241.87500000000003 346.12500000000006 120.37500000000001 436.23750000000007 2022.5000000000002 362.12500000000006 177.35000000000002 489.67750000000007 2 201.18750000000003 242.00750000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 8 5 6 -5 13 10 12 11 -1 -10 -6 16 -7 17 18 -4 -19 right_child=-2 -3 14 4 7 15 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 leaf_value=-0.15589992675263861 1.8811793414029208 1.7999650230407716 0.0070657732723125909 0.21461437665842431 1.207362233911242 -0.68367457266776799 1.1238666042914758 2.2353841304779052 0.43145159894769841 1.6351234436035156 -1.202048618143255 0.6984300708770752 -0.62540887514750165 0.33382247561500189 0.43264868140220641 -0.13558516229901996 -0.47024794936180114 -0.050580799266570609 -0.37215192628285243 0.51139079713821411 leaf_weight=341 22 20 2718 748 28 62 52 20 22 22 33 21 24 21 32 21 24 4929 63 20 leaf_count=341 22 20 2718 748 28 62 52 20 22 22 33 21 24 21 32 21 24 4929 63 20 internal_value=0 0.000735968 -0.00317497 0.148459 0.269503 0.196758 0.273716 1.23948 -0.100862 0.447865 -0.19788 -0.106339 -0.119954 0.832988 -0.0308834 -0.545001 -0.0328362 -0.0314781 -0.00151946 -0.0482123 internal_weight=0 9221 9201 1415 952 883 800 69 463 68 395 362 46 49 7786 83 7754 7730 2781 4949 internal_count=9243 9221 9201 1415 952 883 800 69 463 68 395 362 46 49 7786 83 7754 7730 2781 4949 cat_boundaries=0 2 3 6 cat_threshold=17310080 150994944 2464 278986752 3563325475 235405888 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=8 num_cat=0 split_feature=1 4 0 2 19 5 0 split_gain=905850 597666 352631 463056 453718 362651 303909 threshold=1236.1260000000004 1422.3575000000001 1335.1525000000004 1120.4650000000004 478.87750000000005 1279.9550000000002 960.86250000000007 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=-0.0089593389576782551 1.6344124799616198 1.7259455451965331 -1.2691422679207542 1.2824458149501257 1.3398143798828124 -1.3542973480224609 1.2250959749221801 leaf_weight=9074 34 20 22 28 25 20 20 leaf_count=9074 34 20 22 28 25 20 20 internal_value=0 -0.000855624 -0.00461403 -0.00157928 -0.00551326 -0.00920354 -0.00624534 internal_weight=0 9209 9189 9167 9139 9114 9094 internal_count=9243 9209 9189 9167 9139 9114 9094 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=10 num_cat=0 split_feature=1 0 19 0 2 13 13 10 2 split_gain=887824 343699 439577 453152 321800 265896 1.0362e+06 214607 27042.8 threshold=1236.1260000000004 1335.1525000000004 478.87750000000005 960.86250000000007 1013.1050000000001 485.55000000000001 644.32500000000016 67.800000000000011 1332.8500000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=-0.021672693199255459 1.6180683394039377 -1.2217528477959012 1.3264162391662597 1.4658800452096121 0.63018639755249029 2.51103568649292 -0.28859564634469842 0.2630347115396362 1.1502130603790284 leaf_weight=8768 34 23 25 21 20 20 39 273 20 leaf_count=8768 34 23 25 21 20 20 39 273 20 internal_value=0 -0.000847068 0.00220985 -0.00140386 -0.00477508 -0.00870903 0.660432 -0.0130757 0.8902 internal_weight=0 9209 9186 9161 9140 9100 59 9041 40 internal_count=9243 9209 9186 9161 9140 9100 59 9041 40 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=8 num_cat=1 split_feature=1 4 0 2 19 5 25 split_gain=870156 584147 338908 446992 435866 355203 302423 threshold=1236.1260000000004 1422.3575000000001 1335.1525000000004 1120.4650000000004 478.87750000000005 1279.9550000000002 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.12208078741637964 1.601887647965375 1.706320644378662 -1.2442333141240207 1.2599764442443848 1.313152075958252 -1.3402707672119141 -0.032003737454451585 leaf_weight=1521 34 20 22 28 25 20 7573 leaf_count=1521 34 20 22 28 25 20 7573 internal_value=0 -0.000838598 -0.00455426 -0.00157913 -0.00544428 -0.00906123 -0.00613357 internal_weight=0 9209 9189 9167 9139 9114 9094 internal_count=9243 9209 9189 9167 9139 9114 9094 cat_boundaries=0 2 cat_threshold=25174400 2298740737 is_linear=0 shrinkage=0.01 Tree=210 num_leaves=17 num_cat=2 split_feature=9 25 7 7 5 10 10 4 1 4 4 5 25 19 1 6 split_gain=534217 403777 457031 387577 454719 437656 1.06513e+06 251721 242419 155092 84169.8 83774.6 52132.4 64817.3 50486.6 43198 threshold=1219.7885000000003 0 1158.4775000000002 548.95500000000004 368.63682000000006 67.800000000000011 237.07500000000002 543.33000000000004 488.75250000000005 540.74500000000012 540.74500000000012 365.16250000000008 1 165.36250000000004 52.547500000000007 291.37500000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 14 11 12 15 -14 -6 -3 right_child=-2 8 -4 -5 9 6 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 leaf_value=0.17150370855346392 1.4420333293768075 0.027865558906047916 -1.2168618575731913 1.1849356563671216 -0.56921582860606057 2.3716370593347857 0.14990685959936867 -0.58147546166959019 0.95947514286041258 0.26646582984924316 -0.6747383427619934 0.44951669976517961 -0.0437248901072992 0.51284339178176153 -1.1545255336761475 -0.36140869798331421 leaf_weight=1274 26 1677 24 37 56 31 71 46 25 20 20 37 5817 21 20 29 leaf_count=1274 26 1677 24 37 56 31 71 46 25 20 20 37 5817 21 20 29 internal_value=0 0.00659518 0.151613 0.173709 0.149061 0.194031 0.825139 0.145264 -0.0235993 -0.517055 -0.0268637 -0.0251545 -0.0274825 -0.0416515 -0.723245 0.0211245 internal_weight=0 9205 1579 1555 1518 1422 102 1320 7626 96 7601 7581 7544 5838 76 1706 internal_count=9231 9205 1579 1555 1518 1422 102 1320 7626 96 7601 7581 7544 5838 76 1706 cat_boundaries=0 2 5 cat_threshold=17310080 83951617 379604992 1342439648 67111424 is_linear=0 shrinkage=0.01 Tree=211 num_leaves=16 num_cat=3 split_feature=9 12 12 5 25 5 24 0 1 6 0 5 0 12 25 split_gain=523586 494546 567237 1.33031e+06 360843 564676 340243 404760 267264 260531 192525 139919 78199.7 76894.4 56153.6 threshold=1219.7885000000003 1064.4750000000001 312.37500000000006 2.6535000000000006 0 175.23750000000004 1 194.45000000000002 488.75250000000005 619.41500000000008 346.12500000000006 1089.1825000000001 470.16250000000008 465.34500000000008 2 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 9 left_child=1 2 4 13 5 6 10 -8 12 11 -1 -7 14 -4 -6 right_child=-2 -3 3 -5 8 9 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0028226019738163154 1.4276130346151499 -1.490989751815796 0.35707517433166502 2.5150258070627847 0.014849594313521047 -0.47739262886047362 0.23445330323186764 0.91944559211479981 1.0508013310639754 0.59883552527427675 -0.82407596803480576 -1.3752799006870813 -0.61101124639096471 -0.43334703087806703 -0.044763119371104311 leaf_weight=307 26 22 20 30 2249 100 938 95 23 20 31 21 23 32 5294 leaf_count=307 26 22 20 30 2249 100 938 95 23 20 31 21 23 32 5294 internal_value=0 0.00652922 0.0101169 0.838112 0.00265664 0.143194 0.206116 0.294597 -0.0254985 -0.458464 -0.070919 -0.633224 -0.0288041 -0.129338 -0.0270288 internal_weight=0 9205 9183 82 9101 1512 1371 1033 7589 141 338 121 7566 52 7543 internal_count=9231 9205 9183 82 9101 1512 1371 1033 7589 141 338 121 7566 52 7543 cat_boundaries=0 2 3 6 cat_threshold=17310080 83951617 2208 379604992 3492020448 201853444 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=18 num_cat=5 split_feature=9 12 12 12 25 24 0 25 0 11 25 3 26 2 0 25 26 split_gain=513167 484704 555950 880864 353664 471318 749199 378645 302634 295600 245648 146932 142043 129169 83215.9 66920.3 66238.5 threshold=1219.7885000000003 1064.4750000000001 312.37500000000006 426.87000000000006 0 1 194.45000000000002 2 300.91450000000003 124.53000000000002 3 362.12500000000006 2022.5000000000002 98.25500000000001 458.28125000000006 4 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 2 2 9 2 2 2 2 9 2 left_child=1 2 4 -4 5 7 10 12 -9 -5 -7 14 -1 -8 15 -6 -13 right_child=-2 -3 3 9 11 6 13 8 -10 -11 -12 16 -14 -15 -16 -17 -18 leaf_value=0.084938188649840263 1.4133369079002966 -1.4760798445614902 2.4409547432263694 -0.35490139860855907 0.023178554359098102 0.4729368864235125 0.92416815728407642 -0.10115433863982987 -0.85692940521240235 1.1470630130767823 0.079282222228745619 0.85449180236229527 0.7601909524744207 1.7699795509338379 -0.58323907993457935 -0.044762837050441082 0.16488414112726849 leaf_weight=59 26 22 24 38 1957 218 65 453 60 20 566 26 66 25 27 5549 30 leaf_count=59 26 22 24 38 1957 218 65 453 60 20 566 26 66 25 27 5549 30 internal_value=0 0.00646361 0.0100154 0.829731 0.00262975 0.141762 0.291648 -0.0648993 -0.185925 0.163017 0.195786 -0.0252439 0.40877 1.15912 -0.029071 -0.0270776 0.485059 internal_weight=0 9205 9183 82 9101 1512 874 638 513 58 784 7589 125 90 7533 7506 56 internal_count=9231 9205 9183 82 9101 1512 874 638 513 58 784 7589 125 90 7533 7506 56 cat_boundaries=0 2 3 5 7 10 cat_threshold=17310080 83951617 2784 16777344 67174400 532480 16777217 379600896 3489923168 201329152 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=21 num_cat=2 split_feature=18 25 24 0 5 3 6 7 10 3 10 10 3 0 18 3 0 7 8 3 split_gain=510631 404289 582956 1.08964e+06 476840 312753 182415 218184 174202 168066 161142 700917 276375 126387 114744 128252 281319 85118.7 88130.2 39354.3 threshold=765.88 0 1 210.75000000000003 817.62000000000012 2.9625000000000008 39.961300000000001 52.345500000000008 575.22000000000014 593.34250000000009 92.100000000000023 119.77250000000002 47.808000000000007 806.46500000000003 32.28126000000001 352.38000000000005 525.67500000000007 582.08214000000009 543.33000000000004 415.60849999999999 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 6 7 -1 9 10 17 -12 -13 -5 15 16 -4 18 -3 -7 right_child=-2 8 4 13 -6 19 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.35246156390548355 1.5320102587613194 -0.02441448364514797 0.063670443051627709 1.3030345951574192 -1.3956648906707765 -0.23682529248689349 -0.47415673980712891 1.3985727818806968 -0.85149033660888673 0.7444579966314907 2.0466964678168296 -0.1417483822753032 1.0774985668875956 2.2339787231445314 -0.64406370220184328 0.62523000187344024 -1.0263162511825561 0.6269366574287415 -0.63131999293963115 -0.78485400485992429 leaf_weight=394 22 7832 448 35 25 38 25 21 25 29 20 120 22 25 25 36 25 20 24 20 leaf_count=394 22 7832 448 35 25 38 25 21 25 29 20 120 22 25 25 36 25 20 24 20 internal_value=0 0.00669244 0.184141 0.410467 -0.0450237 0.264437 0.355423 0.405397 -0.0180074 -0.0154467 -0.0181884 0.294007 0.047149 1.69093 0.0173654 0.0498521 0.00606015 -0.0246099 -0.0262686 -0.425801 internal_weight=0 9209 1117 558 559 498 440 415 8092 8067 8038 162 142 60 534 509 473 7876 7856 58 internal_count=9231 9209 1117 558 559 498 440 415 8092 8067 8038 162 142 60 534 509 473 7876 7856 58 cat_boundaries=0 2 3 cat_threshold=16785792 16842752 1103 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=24 num_cat=4 split_feature=18 25 24 0 25 0 0 0 3 25 7 3 3 0 10 10 10 3 4 8 26 3 0 split_gain=500469 396251 432157 946089 336173 305243 632743 303968 260730 305737 195136 187094 186927 527320 151882 170617 679311 267468 161742 67246.9 44691.4 7975.1 7437.26 threshold=765.88 0 1 1219.7885000000003 2 311.67500000000007 157.58975000000007 210.75000000000003 190.53000000000003 3 157.50375000000003 593.34250000000009 38.368750000000013 525.67500000000007 575.22000000000014 92.100000000000023 119.77250000000002 47.808000000000007 589.71000000000015 466.8300000000001 2022.5000000000002 462.80000000000007 690.66750000000013 decision_type=2 9 1 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 20 6 10 8 9 -4 -6 14 13 -9 15 18 -17 -18 19 -3 -1 -10 -7 right_child=-2 11 3 -5 5 22 -8 12 21 -11 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 leaf_value=0.21932061245566922 1.5166901566765527 -0.027136249788515057 -0.17009675308753702 2.4655316410064696 -0.26197448935128947 -0.83564031691778273 1.6394502468109131 2.4891316947937012 -0.39788459257646042 0.35808951897567576 0.49372203651227453 0.84301767272949224 0.20069983855537746 0.22028789247785294 -0.87274690537225641 2.0262295313477519 -0.13509454795438 1.0667235990004107 -0.88410208030180504 0.49235583801269533 0.60025309875829902 -0.66420162200927735 -1.0959314246799634 leaf_weight=57 22 7604 135 20 339 21 20 20 22 524 38 25 23 21 21 20 117 22 22 25 67 23 23 leaf_count=57 22 7604 135 20 339 21 20 20 22 524 38 25 23 21 21 20 117 22 22 25 67 23 23 internal_value=0 0.00662551 0.164025 0.314362 -0.0474705 -0.177414 -0.0938512 0.262435 0.202451 0.25274 -0.185803 -0.020665 0.922262 1.32704 -0.0234487 -0.021165 0.303059 0.0551213 -0.0279029 -0.0254339 0.39342 -0.534002 -0.971702 internal_weight=0 9209 1353 788 565 441 397 768 704 659 377 7856 64 41 7831 7810 159 139 7651 7629 124 45 44 internal_count=9231 9209 1353 788 565 441 397 768 704 659 377 7856 64 41 7831 7810 159 139 7651 7629 124 45 44 cat_boundaries=0 2 3 5 7 cat_threshold=16785792 83951617 2976 16777344 67174400 128 67174400 is_linear=0 shrinkage=0.01 Tree=215 num_leaves=15 num_cat=3 split_feature=4 12 12 4 25 24 1 5 26 1 1 25 9 0 split_gain=1.01889e+06 484193 902146 1.82294e+06 456772 815881 479689 315195 227875 194323 719880 128002 109418 14096 threshold=1422.3575000000001 655.50000000000011 312.37500000000006 38.368750000000013 0 1 74.355000000000004 802.66250000000002 2022.5000000000002 802.66250000000002 488.75250000000005 2 74.355000000000004 14.700000000000001 decision_type=2 2 2 2 9 1 2 2 2 2 2 9 2 2 left_child=1 2 4 -4 5 8 11 9 -1 10 -6 -7 -3 -11 right_child=-2 12 3 -5 7 6 -8 -9 -10 13 -12 -13 -14 -15 leaf_value=0.60115601851389966 2.1983727591378348 -0.59811670780181891 -0.044753282948544151 3.6851144599914551 -0.02529641379494554 -0.27974164041605865 1.1041286873173071 -0.98734598215888525 1.4451247739034987 -0.51481597723784267 1.3364234141814404 0.11936622343565288 -1.5996127786636354 -0.8650834407806397 leaf_weight=65 21 24 38 20 8535 166 37 34 63 27 39 142 20 20 leaf_count=65 21 24 38 20 8535 166 37 34 63 27 39 142 20 20 internal_value=0 -0.00682788 -0.00181518 1.24141 -0.00971472 0.289606 0.0274983 -0.0263769 0.942884 -0.0226176 -0.0191024 -0.100944 -1.05334 -0.663866 internal_weight=0 9230 9186 58 9128 473 345 8655 128 8621 8574 308 44 47 internal_count=9251 9230 9186 58 9128 473 345 8655 128 8621 8574 308 44 47 cat_boundaries=0 2 3 4 cat_threshold=17309824 65537 19 532480 is_linear=0 shrinkage=0.01 Tree=216 num_leaves=14 num_cat=1 split_feature=4 12 12 4 25 5 5 1 10 1 1 9 1 split_gain=998619 474556 884196 1.78666e+06 447588 308923 228550 196864 219142 190456 705554 107240 8375.79 threshold=1422.3575000000001 655.50000000000011 312.37500000000006 38.368750000000013 0 802.66250000000002 122.05750000000002 74.355000000000004 14.332500000000001 802.66250000000002 488.75250000000005 74.355000000000004 1183.6900000000003 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 9 7 8 -1 10 -6 -3 -11 right_child=-2 11 3 -5 5 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=0.23703254053629741 2.1763890983944849 -0.5921355446179708 -0.044305753205951891 3.648263369560242 -0.025043449656013236 -0.97747253165525549 -0.52328822255134588 1.0715526896885463 1.3105691928863525 -0.79359320474707562 1.3230591783768091 -1.5836166315078737 -0.52654331048329672 leaf_weight=386 21 24 38 20 8535 34 32 35 20 23 39 20 24 leaf_count=386 21 24 38 20 8535 34 32 35 20 23 39 20 24 internal_value=0 -0.00676134 -0.00179878 1.22899 -0.00961933 -0.0261131 0.286677 0.351951 0.289916 -0.0223914 -0.0189114 -1.04281 -0.657227 internal_weight=0 9230 9186 58 9128 8655 473 441 406 8621 8574 44 47 internal_count=9251 9230 9186 58 9128 8655 473 441 406 8621 8574 44 47 cat_boundaries=0 2 cat_threshold=17309824 65537 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=15 num_cat=2 split_feature=4 1 0 1 0 25 24 26 20 1 0 0 7 1 split_gain=978746 432222 773982 311933 483269 294659 977216 701609 337657 267102 396717 241001 149860 101170 threshold=1422.3575000000001 802.66250000000002 1265.0725000000002 453.00000000000006 83.65000000000002 0 1 2022.5000000000002 401.91000000000003 1374.9750000000004 14.700000000000001 121.39 441.88278000000008 577.68750000000011 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 5 13 6 7 -1 12 10 -3 -8 -7 -5 right_child=-2 9 -4 4 -6 8 11 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.29514867499189557 2.1546252586728052 -0.34939171246119904 1.7926988883813224 -0.26470847232001171 1.9732776279449462 -0.022041564842773722 -0.1477778697835988 1.9074278869628907 1.2436851760319301 -0.042306980405535016 -2.3173121948242188 0.99123178863525396 -0.47705142413100149 0.64148304072293372 leaf_weight=53 21 21 24 28 20 8584 261 55 21 28 20 20 73 22 leaf_count=53 21 21 24 28 20 8584 261 55 21 28 20 20 73 22 internal_value=0 -0.00669373 -0.000754832 -0.00546567 0.659519 -0.0105996 0.255153 1.02162 -0.0227799 -0.795189 -1.30935 -0.0644171 -0.0258784 0.134016 internal_weight=0 9230 9161 9137 70 9067 389 108 8678 69 41 281 8657 50 internal_count=9251 9230 9161 9137 70 9067 389 108 8678 69 41 281 8657 50 cat_boundaries=0 2 3 cat_threshold=17309824 65536 515 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=16 num_cat=3 split_feature=4 12 12 4 25 24 1 1 1 26 3 25 9 0 1 split_gain=959269 465731 863680 1.74804e+06 432462 792202 464167 227990 711730 218499 174330 125850 105091 27814 18057.8 threshold=1422.3575000000001 655.50000000000011 312.37500000000006 38.368750000000013 0 1 74.355000000000004 802.66250000000002 488.75250000000005 2022.5000000000002 1013.1050000000001 2 74.355000000000004 14.700000000000001 577.68750000000011 decision_type=2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 left_child=1 2 4 -4 5 9 11 8 10 -1 -6 -7 -3 -9 -10 right_child=-2 12 3 -5 7 6 -8 13 14 -11 -12 -13 -14 -15 -16 leaf_value=0.59099022667224588 2.1330789075578962 -0.58686094601949057 -0.044741371054398391 3.6076932477951051 -0.025749402756727945 -0.27997700550339438 1.0826350954416635 -0.50066111282066061 1.5076021223068239 1.4174132534814259 -0.87922329107920338 0.1159200173930118 -1.5683577394485475 -0.98590592702229818 1.0877465429760163 leaf_weight=65 21 24 38 20 8542 166 37 27 20 63 24 142 20 21 21 leaf_count=65 21 24 38 20 8542 166 37 27 20 63 24 142 20 21 21 internal_value=0 -0.00662679 -0.00171058 1.21472 -0.00943987 0.281807 0.0236659 -0.0256526 -0.0218494 0.925445 -0.0281406 -0.10278 -1.033 -0.712956 1.29255 internal_weight=0 9230 9186 58 9128 473 345 8655 8607 128 8566 308 44 48 41 internal_count=9251 9230 9186 58 9128 473 345 8655 8607 128 8566 308 44 48 41 cat_boundaries=0 2 3 4 cat_threshold=17309824 65537 19 532480 is_linear=0 shrinkage=0.01 Tree=219 num_leaves=19 num_cat=4 split_feature=4 25 24 0 3 2 0 0 5 24 24 17 5 6 2 2 5 0 split_gain=940181 402174 779215 398838 269166 246650 744556 516362 361472 228603 212020 210701 208945 205553 138278 112636 76548.5 46509.8 threshold=1422.3575000000001 0 1 47.808000000000007 1205.5225000000003 147.46662000000001 1081.6425000000002 143.49000000000004 199.87500000000003 2 3 491.05000000000013 593.34250000000009 126.49000000000002 603.77750000000015 160.85000000000005 71.988140000000001 381.31500000000005 decision_type=2 9 1 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 left_child=1 2 3 10 5 6 11 9 17 14 -1 12 -3 -11 -7 16 -4 -9 right_child=-2 4 15 -5 -6 7 -8 8 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.77674977003141887 2.11174801781064 -0.024579017991911829 -0.024280457875085256 1.6692685497508331 -1.0585251640319824 -0.12994480438010636 -1.9106586828685943 1.8467749840021135 0.046330807495117192 0.44776263706719699 0.12792314335451288 0.95200648307800295 -0.77772954347971324 -0.59517910003662111 -0.98840052286783864 -0.82383739471435546 -0.67485289382934566 1.2023634180568512 leaf_weight=119 21 8296 189 34 25 86 21 24 25 134 108 22 37 22 24 23 20 21 leaf_count=119 21 8296 189 34 25 86 21 24 25 134 108 22 37 22 24 23 20 21 internal_value=0 -0.0065623 0.268422 0.634874 -0.0223604 -0.0194127 -0.0300696 0.24625 1.01044 0.0451481 0.50791 -0.0253428 -0.0279231 0.282568 -0.290807 -0.153034 -0.0865362 1.54605 internal_weight=0 9230 493 261 8737 8712 8376 336 70 266 227 8355 8333 156 110 232 209 45 internal_count=9251 9230 493 261 8737 8712 8376 336 70 266 227 8355 8333 156 110 232 209 45 cat_boundaries=0 2 3 4 5 cat_threshold=17309824 65537 819 422 529 is_linear=0 shrinkage=0.01 Tree=220 num_leaves=10 num_cat=0 split_feature=5 1 1 10 2 0 1 12 2 split_gain=1.53722e+06 498008 367068 352501 317386 274265 233446 731068 209808 threshold=1435.0600000000002 1236.1260000000004 715.87500000000011 1211.5375000000001 1013.1050000000001 153.20400000000004 47.808000000000007 312.37500000000006 665.43750000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 8 -8 -1 right_child=-2 -3 5 -5 -6 -7 7 -9 -10 leaf_value=-0.032132600161089694 2.7595070858001707 1.1921582109787885 -0.24435541400202998 1.248476826060902 0.9315903810773577 -1.7893859901428224 0.098227866388793675 1.8210197947575495 -1.0099433361400256 leaf_weight=8593 20 34 27 22 35 20 468 26 22 leaf_count=8593 20 34 27 22 35 20 468 26 22 internal_value=0 -0.0158751 -0.0203332 -0.0158133 -0.0188551 -0.901815 -0.0225071 0.188901 -0.0346296 internal_weight=0 9247 9213 9166 9144 47 9109 494 8615 internal_count=9267 9247 9213 9166 9144 47 9109 494 8615 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=9 num_cat=0 split_feature=5 1 4 1 2 10 1 0 split_gain=1.50663e+06 488098 362867 362472 485480 428435 273155 268807 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 715.87500000000011 1013.1050000000001 1211.5375000000001 293.06250000000006 153.20400000000004 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=-0.027187241248999086 2.7319118576049806 1.1802366458668427 -1.2232628967285155 -0.24191185880590368 1.1983660010135535 1.4099568557739257 0.40032221408266772 -1.7714921550750733 leaf_weight=8935 20 34 25 27 33 21 152 20 leaf_count=8935 20 34 25 27 33 21 152 20 internal_value=0 -0.0157163 -0.0201299 -0.0168563 -0.0123525 -0.0167391 -0.0200362 -0.892797 internal_weight=0 9247 9213 9188 9141 9108 9087 47 internal_count=9267 9247 9213 9188 9141 9108 9087 47 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=10 num_cat=0 split_feature=5 1 1 10 2 0 1 7 2 split_gain=1.47665e+06 478385 352604 338314 303978 263458 226394 565303 205179 threshold=1435.0600000000002 1236.1260000000004 715.87500000000011 1211.5375000000001 1013.1050000000001 153.20400000000004 47.808000000000007 366.17750000000007 665.43750000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -4 8 -8 -1 right_child=-2 -3 5 -5 -6 -7 7 -9 -10 leaf_value=-0.031521307517458255 2.7045927667617797 1.168434258629294 -0.23949274310359248 1.2230893880670721 0.91167457362583704 -1.7537771930694581 0.10640451906073807 1.6213418381030744 -0.99848469647494231 leaf_weight=8593 20 34 27 22 35 20 468 26 22 leaf_count=8593 20 34 27 22 35 20 468 26 22 internal_value=0 -0.0155592 -0.0199286 -0.0154986 -0.0184786 -0.883869 -0.0220526 0.186138 -0.0339906 internal_weight=0 9247 9213 9166 9144 47 9109 494 8615 internal_count=9267 9247 9213 9166 9144 47 9109 494 8615 is_linear=0 shrinkage=0.01 Tree=223 num_leaves=9 num_cat=0 split_feature=5 1 4 1 2 10 1 2 split_gain=1.44727e+06 468865 356820 348220 468482 412554 264662 22211.7 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 715.87500000000011 1013.1050000000001 1211.5375000000001 293.06250000000006 21.101500000000005 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=-0.026652265994623513 2.6775468502044681 1.1567498768077178 -1.2127960388183594 -0.67109918422698966 1.1772656088164357 1.3836263820103236 0.39415860019232102 -1.1067704859646883 leaf_weight=8935 20 34 25 25 33 21 152 22 leaf_count=8935 20 34 25 25 33 21 152 22 internal_value=0 -0.0154036 -0.0197293 -0.0164831 -0.0120687 -0.0163779 -0.0196133 -0.87503 internal_weight=0 9247 9213 9188 9141 9108 9087 47 internal_count=9267 9247 9213 9188 9141 9108 9087 47 is_linear=0 shrinkage=0.01 Tree=224 num_leaves=11 num_cat=0 split_feature=5 1 4 1 1 4 0 0 0 1 split_gain=1.41847e+06 459534 349720 341290 290668 545168 257870 184154 308528 117966 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 715.87500000000011 293.06250000000006 66.112500000000011 153.20400000000004 1081.6425000000002 449.26500000000004 362.77500000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 9 -5 8 -1 -6 right_child=-2 -3 -4 6 5 -7 -8 -9 -10 -11 leaf_value=-0.022803075116190803 2.6507712440490723 1.1451824311649099 -1.200668084716797 -0.22877323327241122 -0.4528817935143748 1.4387018340673203 -1.7269144058227539 -0.80164852404594433 0.56245208200517594 0.26238611613379587 leaf_weight=8860 20 34 25 27 31 39 20 30 91 90 leaf_count=8860 20 34 25 27 31 39 20 30 91 90 internal_value=0 -0.0152495 -0.019532 -0.0163182 -0.011948 0.41053 -0.86628 -0.0194746 -0.0168531 0.0791357 internal_weight=0 9247 9213 9188 9141 160 47 8981 8951 121 internal_count=9267 9247 9213 9188 9141 160 47 8981 8951 121 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=35 num_cat=8 split_feature=25 0 5 24 10 5 11 8 1 1 1 0 1 4 0 25 1 24 1 18 25 24 25 25 0 26 0 0 0 6 13 0 0 26 split_gain=681812 1.04443e+06 711868 404604 371475 600214 836528 452857 717647 238871 646867 290912 286521 113292 93006.8 260159 534798 150277 64773.5 62688.8 62392.7 96213.5 137310 98061.8 52579.6 40180.5 29530.6 39583.5 27956.5 20067.6 18113.9 11933.2 5744.68 2172.46 threshold=0 1205.5225000000003 1341.6425000000002 1 67.800000000000011 131.51500000000001 21.380000000000003 171.03750000000002 263.99500000000006 415.60849999999999 31.849500000000003 83.65000000000002 136.29000000000002 157.58975000000007 66.112500000000011 2 68.280000000000015 3 497.97750000000002 362.77500000000003 4 5 6 7 391.73750000000007 2022.5000000000002 263.99500000000006 199.12500000000003 221.27241000000004 366.17750000000007 159.56250000000003 127.72750000000002 429.49500000000006 2022.5000000000002 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 7 6 -6 8 -5 10 13 -11 -12 -1 18 16 25 28 19 20 21 22 -2 -23 26 -16 27 -19 33 30 -22 -27 -30 -17 right_child=14 -3 -4 4 5 -7 -8 -9 -10 11 12 -13 -14 -15 15 17 -18 24 -20 -21 29 23 -24 -25 -26 31 -28 -29 32 -31 -32 -33 -34 -35 leaf_value=-0.076389520276676531 0.40434384360909464 1.9348382729462217 2.0538810963630674 0.18677051787321244 3.0800632944974033 -0.31343579118902032 0.28974594979059126 -0.94255766130262797 1.3855095506147905 0.084641915321350097 1.9201156598045714 -1.5817582919380884 0.45766240873852293 -0.5683102782567343 0.33284442534813513 -0.28604411745071412 1.5333536983180691 0.036316863134795548 -0.47630143344402315 0.50758514404296873 -0.042655174913519098 -0.2257620115988119 0.047296458634343702 0.012315651853879292 0.6013620567321778 0.083797265052795403 -0.20973895219656136 0.56122824001312255 -0.44086694409770355 0.25853957002813166 -0.26766888088650176 -0.23848094940185546 -0.65824825286865241 -0.15605606132083469 leaf_weight=352 118 35 20 543 22 22 21 31 55 20 21 22 37 54 39 20 37 51 32 22 5753 219 738 710 24 20 26 20 31 22 36 27 20 36 leaf_count=352 118 35 20 543 22 22 21 31 55 20 21 22 37 54 39 20 37 51 32 22 5753 219 738 710 24 20 26 20 31 22 36 27 20 36 internal_value=0 0.229818 0.182787 0.151602 0.305896 1.03001 1.71735 0.23593 0.297022 -0.0647825 -0.000693811 -0.788234 0.987171 -0.141817 -0.0200074 0.139138 0.488361 -0.0677081 -0.0273355 -0.0254496 -0.0269934 0.0246805 0.100616 -0.0456147 0.168368 0.0955569 0.0785929 0.184179 -0.326246 -0.0428352 -0.0440545 -0.101341 -0.526115 -0.20248 internal_weight=0 1255 1220 1200 694 65 43 629 598 506 464 42 58 406 8001 351 123 228 7650 7618 7596 1785 856 929 121 86 97 71 107 5811 5789 47 51 56 internal_count=9256 1255 1220 1200 694 65 43 629 598 506 464 42 58 406 8001 351 123 228 7650 7618 7596 1785 856 929 121 86 97 71 107 5811 5789 47 51 56 cat_boundaries=0 1 2 5 6 9 10 12 14 cat_threshold=532864 3744 2147483648 268435456 134217744 188 293601280 3441428642 201326592 3174 16777216 83886080 285212672 1159725056 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=17 num_cat=2 split_feature=25 0 10 4 11 17 17 12 3 0 0 1 17 25 0 16 split_gain=668228 1.02364e+06 413398 517052 241658 203012 332755 109637 96116.7 88986.9 69574.5 228708 50100.2 49414.9 20462.7 5807.1 threshold=0 1205.5225000000003 1064.4750000000001 1265.0725000000002 874.60000000000014 491.05000000000013 13.037000000000001 362.12500000000006 593.34250000000009 583.76964000000009 223.66250000000002 58.430000000000007 87.300000000000026 1 352.08500000000004 114.60000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 12 14 13 -2 -12 -14 right_child=7 -3 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 leaf_value=0.16390023013720145 0.017810190488338925 1.9154898982048036 1.6068298759460451 1.7125287955147881 -0.93364362262544176 1.0788949551789657 -0.73293910797945283 0.52325985728083435 0.58466725936302777 -0.60840931672316334 -0.12114447933132366 1.0668219116210937 -0.23380762596925098 -0.039165004367400877 0.16379188212481413 -0.43318403652736115 leaf_weight=1092 2081 35 20 21 21 23 43 37 26 26 59 25 48 5634 44 21 leaf_count=1092 2081 35 20 21 21 23 43 37 26 26 59 25 48 5634 44 21 internal_value=0 0.22752 0.180959 0.157195 0.129492 0.148771 0.129923 -0.0198043 -0.0223522 -0.0243405 -0.0224211 0.208827 -0.0262238 -0.0238245 0.000575908 -0.294487 internal_weight=0 1255 1220 1200 1179 1158 1135 8001 7964 7938 7912 128 7784 7715 103 69 internal_count=9256 1255 1220 1200 1179 1158 1135 8001 7964 7938 7912 128 7784 7715 103 69 cat_boundaries=0 1 4 cat_threshold=532864 327155712 3709864098 201326592 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=36 num_cat=8 split_feature=25 0 5 24 10 5 11 2 8 1 1 0 2 1 0 25 1 24 1 18 25 24 25 25 0 0 0 0 2 6 0 0 0 0 0 split_gain=654931 1.00327e+06 694110 396862 363154 588191 817900 465496 399836 234528 636080 284806 219842 207039 90490.2 254537 521518 147450 63594.6 61365.1 60169.4 94382.2 134702 96251.4 51655.8 28912.2 38619.3 27540 25288.8 19536.8 15151.8 26269.7 14090.9 5496.53 1467 threshold=0 1205.5225000000003 1341.6425000000002 1 67.800000000000011 131.51500000000001 21.380000000000003 660.10000000000002 82.90000000000002 415.60849999999999 47.808000000000007 83.65000000000002 479.25000000000006 150.21700000000001 66.112500000000011 2 68.280000000000015 3 497.97750000000002 362.77500000000003 4 5 6 7 391.73750000000007 263.99500000000006 199.12500000000003 221.27241000000004 398.62500000000006 366.17750000000007 108.50550000000001 290.03125000000006 173.32500000000002 429.49500000000006 135.40500000000003 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 9 1 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 7 6 -6 8 -5 10 12 -11 -1 -12 18 16 30 27 19 20 21 22 -2 -23 25 26 -19 34 29 -22 -16 32 -32 -29 -17 right_child=14 -3 -4 4 5 -7 -8 -9 -10 11 13 -13 -14 -15 15 17 -18 24 -20 -21 28 23 -24 -25 -26 -27 -28 33 -30 -31 31 -33 -34 -35 -36 leaf_value=-0.19827283930218251 0.4002845473587513 1.8963350038528444 2.0267584152221678 0.24763442680187392 3.0449919215115635 -0.31280715768987483 0.28591715176900229 1.6957555770874024 -0.81177485164843111 0.080897443771362307 1.8251290555000304 -1.567921587337147 0.7353380930865252 0.54289149578879858 0.32847616831461585 -0.14543572114064143 1.5147849577826424 0.036067498150993797 -0.47169642359018327 0.50241130655462096 -0.042031066567041489 -0.22384766012300053 0.046653903475738466 0.012026028285423915 0.5957992394765218 -0.20765416585482083 0.55454661369323732 -0.43824241022909838 -0.39709993648529052 0.25653568874705923 0.043757395172119143 0.32105862474441532 -0.31235814666748046 -0.65087683105468752 -0.24806270519892376 leaf_weight=383 118 35 20 570 22 22 21 21 38 20 20 22 27 34 21 26 37 51 32 22 5769 219 738 710 24 26 20 31 20 22 25 20 20 20 30 leaf_count=383 118 35 20 570 22 22 21 21 38 20 20 22 27 34 21 26 37 51 32 22 5769 219 738 710 24 26 20 31 20 22 25 20 20 20 30 internal_value=0 0.225245 0.17915 0.148356 0.301175 1.01711 1.69754 0.231979 0.181421 -0.0658911 -0.00242129 -0.78277 -0.136791 1.01779 -0.0196066 0.137371 0.482804 -0.0672089 -0.0268347 -0.024966 -0.0264935 0.0242513 0.0994614 -0.0453699 0.166645 0.077643 0.182118 -0.323301 -0.0420504 -0.0408968 0.0949528 0.0195068 -0.114516 -0.521628 -0.200414 internal_weight=0 1255 1220 1200 694 65 43 629 608 506 464 42 410 54 8001 351 123 228 7650 7618 7596 1785 856 929 121 97 71 107 5811 5791 86 65 45 51 56 internal_count=9256 1255 1220 1200 694 65 43 629 608 506 464 42 410 54 8001 351 123 228 7650 7618 7596 1785 856 929 121 97 71 107 5811 5791 86 65 45 51 56 cat_boundaries=0 1 2 5 6 9 10 12 14 cat_threshold=532864 3744 2147483648 268435456 134217744 188 293601280 3441428642 201326592 3174 16777216 83886080 285212672 1159725056 is_linear=0 shrinkage=0.01 Tree=228 num_leaves=13 num_cat=1 split_feature=0 10 1 4 7 1 24 0 10 11 3 6 split_gain=625560 437603 434498 368609 256757 278533 555627 533652 385700 149761 117846 47264.9 threshold=1165.3425000000004 1211.5375000000001 195.15000000000003 1265.0725000000002 664.68750000000011 47.808000000000007 0 190.42000000000004 172.12500000000003 744.3325000000001 1065.8000000000002 44.590000000000011 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 3 -2 4 5 9 7 -7 -8 10 -1 -6 right_child=2 -3 -4 -5 11 6 8 -9 -10 -11 -12 -13 leaf_value=-0.0045004082144835238 0.28618218917846677 1.4497675632295153 2.2373442113967168 1.1501958027907779 -0.39058945655822752 0.37215922394665801 -0.18400887974702262 1.6148018121719361 1.2548459234237672 -0.69173906981945044 -0.7545395246857689 -0.98229052543640138 leaf_weight=8501 25 21 21 28 27 220 272 41 20 32 21 27 leaf_count=8501 25 21 21 28 27 220 272 41 20 32 21 27 internal_value=0 0.00786887 1.17693 0.00457364 0.00107212 0.00514873 0.222655 0.546428 -0.0826275 -0.00891267 -0.00634866 -0.68644 internal_weight=0 9210 46 9189 9161 9107 553 261 292 8554 8522 54 internal_count=9256 9210 46 9189 9161 9107 553 261 292 8554 8522 54 cat_boundaries=0 1 cat_threshold=797 is_linear=0 shrinkage=0.01 Tree=229 num_leaves=25 num_cat=6 split_feature=25 0 5 24 10 5 11 2 8 21 0 18 12 0 0 0 4 0 25 24 25 25 10 8 split_gain=637906 967638 679097 387936 354245 577751 800552 454611 390852 197764 220983 161923 105939 89636.5 116283 260919 60520.2 76854.4 45155.8 113177 129832 94585.2 38307.5 30282 threshold=0 1205.5225000000003 1341.6425000000002 1 67.800000000000011 131.51500000000001 21.380000000000003 660.10000000000002 82.90000000000002 20.755000000000006 649.85000000000014 95.460000000000008 362.12500000000006 583.76964000000009 130.95600000000005 152.19250000000002 127.72750000000002 223.66250000000002 2 3 4 5 331.12500000000006 108.14500000000001 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 9 2 2 left_child=1 2 3 9 7 6 -6 8 -5 10 11 -1 13 14 18 -16 17 -17 19 20 -2 -21 23 -20 right_child=12 -3 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 22 21 -22 -23 -24 -25 leaf_value=-0.014298569336190201 0.39560545057058333 1.8633603337151663 2.0044625968933105 0.24473965079324289 3.0121264102242207 -0.31338372230529787 0.2824704152061826 1.6757986522856214 -0.80269975235587665 0.86065559864044194 -1.0654004115643709 -0.81243541152388954 0.5143857486827953 -0.60814584145179162 1.2129978051392929 -0.11514027491859768 -0.41912665616898309 0.30841133029060025 -0.038540023945216946 -0.30512320433089984 0.048079015464393915 -0.01715848223447208 0.35889768600463867 -0.21852853955720603 leaf_weight=434 118 35 20 570 22 22 21 21 38 22 23 27 37 26 23 69 21 113 5823 124 732 796 24 95 leaf_count=434 118 35 20 570 22 22 21 21 38 22 23 27 37 26 23 69 21 113 5823 124 732 796 24 95 internal_value=0 0.222206 0.176945 0.146487 0.297578 1.00468 1.67904 0.229238 0.179275 -0.0653316 -0.108772 -0.0610441 -0.0194415 -0.021946 -0.020026 0.203554 0.089183 0.147834 -0.026578 0.0177505 0.100363 -0.0588347 -0.0397455 -0.0414293 internal_weight=0 1255 1220 1200 694 65 43 629 608 506 484 461 8001 7964 7938 226 203 182 7712 1770 850 920 5942 5918 internal_count=9256 1255 1220 1200 694 65 43 629 608 506 484 461 8001 7964 7938 226 203 182 7712 1770 850 920 5942 5918 cat_boundaries=0 1 2 5 6 8 10 cat_threshold=532864 3744 293666816 3307210914 201326592 3174 16777216 83886080 16777216 83886080 is_linear=0 shrinkage=0.01 Tree=230 num_leaves=18 num_cat=1 split_feature=1 1 25 7 7 7 5 14 2 12 14 2 4 1 26 7 17 split_gain=1.1466e+06 424819 404208 433633 2.66541e+06 445022 402645 235385 314428 181238 113914 83735.7 79681.2 77851.1 73044.4 47254.5 43593.2 threshold=1236.1260000000004 802.66250000000002 0 319.12500000000006 441.88278000000008 729.18750000000011 51.82500000000001 1.7878000000000001 164.55774000000002 362.12500000000006 465.34500000000008 515.86500000000012 540.74500000000012 303.97500000000008 2022.5000000000002 1236.1260000000004 91.800000000000026 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 8 -1 11 -9 12 16 14 -8 -7 -4 right_child=-2 -3 9 4 5 15 13 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.15276896276508711 1.9602831789652506 -1.0262046599388124 -0.023827711468287358 3.9609412093389604 0.89561902815295813 -0.36637692928314208 0.057184451789390751 -0.86978576783211003 0.76135755487110301 0.74031906620148691 0.047875659863154098 0.54069619398850666 -0.65813977909088139 -0.96167433929443369 -0.45478822524520179 -0.99390153203691756 -0.27632830350295357 leaf_weight=1099 30 40 7542 21 31 28 41 31 92 31 24 26 20 20 87 21 69 leaf_count=1099 30 40 7542 21 31 28 41 31 92 31 24 26 20 20 87 21 69 internal_value=0 0.00211464 0.00659388 0.156466 0.790232 -0.0420787 0.11167 0.170244 0.19978 -0.0227241 -0.469352 -0.025843 -0.0277733 -0.381456 -0.290797 -0.635316 -0.0261168 internal_weight=0 9223 9183 1495 101 80 1394 1246 1191 7688 55 7657 7631 148 128 49 7611 internal_count=9253 9223 9183 1495 101 80 1394 1246 1191 7688 55 7657 7631 148 128 49 7611 cat_boundaries=0 2 cat_threshold=17310080 67174401 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=18 num_cat=2 split_feature=1 1 25 7 7 7 5 0 24 12 0 6 2 1 26 26 0 split_gain=1.12378e+06 416365 396164 425004 2.61236e+06 436166 394633 241770 310500 177631 232563 97442 81206.7 76301.8 73147.9 71590.8 45770.4 threshold=1236.1260000000004 802.66250000000002 0 319.12500000000006 441.88278000000008 729.18750000000011 51.82500000000001 449.26500000000004 1 362.12500000000006 583.76964000000009 44.590000000000011 515.86500000000012 303.97500000000008 2022.5000000000002 2022.5000000000002 228.76800000000003 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 8 -1 10 12 -7 16 15 -9 -8 -4 right_child=-2 -3 9 4 5 11 13 14 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.35677340048522055 1.940680421193441 -1.0159426226615906 -0.027503104030679612 3.9213318002791628 0.88666282469226476 -0.13494165420532228 0.056612597907461773 0.46547593057155612 0.013616172473174424 0.73291587152788729 -1.0522622342543169 -1.0314986871790004 0.53528922521151034 -0.95205760955810548 1.0949344469706217 -0.45024033965735599 0.1779715946370905 leaf_weight=394 30 40 7499 21 31 22 41 48 774 31 22 27 26 20 30 87 110 leaf_count=394 30 40 7499 21 31 22 41 48 774 31 22 27 26 20 30 87 110 internal_value=0 0.0020935 0.00652794 0.154902 0.78233 -0.0416579 0.110553 0.168541 0.132544 -0.0224969 -0.0255846 -0.628963 -0.0226262 -0.377642 0.707575 -0.287889 -0.0245326 internal_weight=0 9223 9183 1495 101 80 1394 1246 1168 7688 7657 49 7635 148 78 128 7609 internal_count=9253 9223 9183 1495 101 80 1394 1246 1168 7688 7657 49 7635 148 78 128 7609 cat_boundaries=0 2 3 cat_threshold=17310080 67174401 586 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=13 num_cat=1 split_feature=0 7 5 25 8 8 17 14 12 3 11 15 split_gain=795250 348110 714041 260881 219267 317900 209941 65651.4 128360 43330.9 28900.6 10691.2 threshold=1219.7885000000003 1236.1260000000004 1144.97 0 1058.7500000000002 700.81750000000011 21.380000000000003 67.800000000000011 360.14500000000004 475.26000000000005 57.050000000000004 33.862500000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -5 11 -9 right_child=-2 -3 -4 7 -6 -7 -8 10 -10 -11 -12 -13 leaf_value=0.13929196941696709 1.4519635981007628 -1.1314618757035997 1.6933951540946961 -0.020993781113287403 -0.87457993073896934 1.3834340133666994 -0.4287950670017916 -0.13291054152153634 0.74272416201504798 -0.48708432483673092 -0.60698081827163697 -0.39349371302127834 leaf_weight=1501 38 27 25 7396 22 20 68 74 22 20 20 20 leaf_count=1501 38 27 25 7396 22 20 68 74 22 20 20 20 internal_value=0 0.00234573 0.00567755 0.00107284 0.116192 0.130641 0.114671 -0.0236071 -0.0199881 -0.0222508 -0.261797 -0.188354 internal_weight=0 9215 9188 9163 1611 1589 1569 7552 7438 7416 114 94 internal_count=9253 9215 9188 9163 1611 1589 1569 7552 7438 7416 114 94 cat_boundaries=0 2 cat_threshold=17310080 2348875777 is_linear=0 shrinkage=0.01 Tree=233 num_leaves=15 num_cat=2 split_feature=0 7 7 4 9 8 4 25 8 9 24 12 7 18 split_gain=779424 341183 464050 2.04155e+06 239408 346889 196713 198946 271571 293186 237570 116930 49246.7 42742.4 threshold=1219.7885000000003 1236.1260000000004 352.38000000000005 262.50000000000006 130.08800000000005 2.9625000000000008 1120.4650000000004 0 85.544000000000025 449.64000000000004 1 362.12500000000006 591.48000000000013 291.93750000000006 decision_type=2 2 2 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 6 4 5 12 7 8 10 -10 -1 13 -4 -9 right_child=-2 -3 3 -5 -6 -7 -8 11 9 -11 -12 -13 -14 -15 leaf_value=0.29541982310051895 1.4374439359966078 -1.1201472466080278 0.049454831759134933 3.1034889265207144 -0.97555408651178543 1.3356113057136536 -0.82483915781152661 -0.024707654849217487 -0.57227288566383661 0.67759089428445562 0.031408479695479774 0.64831317168015701 -0.57344487667083743 0.4382011340856552 leaf_weight=587 38 27 30 26 22 20 29 7464 102 23 817 26 22 20 leaf_count=587 38 27 30 26 22 20 29 7464 102 23 817 26 22 20 internal_value=0 0.00232227 0.00562078 0.623405 -0.0625756 0.21639 -0.00255458 8.35748e-05 0.103673 -0.342298 0.144117 -0.0211167 -0.21408 -0.0234706 internal_weight=0 9215 9188 120 94 72 9068 9039 1529 125 1404 7510 52 7484 internal_count=9253 9215 9188 120 94 72 9068 9039 1529 125 1404 7510 52 7484 cat_boundaries=0 2 3 cat_threshold=17310080 2348875777 601 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=19 num_cat=2 split_feature=1 1 25 7 7 6 5 0 24 12 0 1 26 26 0 1 17 8 split_gain=1.09131e+06 410031 375097 415046 2.54596e+06 421006 387581 232394 302591 168828 231197 74941.5 71788.3 70506.4 53337.7 235312 47694.6 40429.2 threshold=1236.1260000000004 802.66250000000002 0 319.12500000000006 441.88278000000008 44.590000000000011 51.82500000000001 449.26500000000004 1 362.12500000000006 583.76964000000009 303.97500000000008 2022.5000000000002 2022.5000000000002 228.76800000000003 68.280000000000015 91.800000000000026 173.80000000000004 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 8 -1 10 14 13 -9 -8 16 -16 -4 -7 right_child=-2 -3 9 4 5 17 11 12 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 leaf_value=0.35040448594257456 1.912316343307495 -1.0083197817206382 -0.022726156410928147 3.8695856612069264 0.71995251718320352 -0.43691758155822757 0.053895167374029392 0.45298432042201364 0.011696589062731638 0.71455788397019915 -1.0485663067210804 -0.94620900154113774 1.0765655034383139 -0.44910439515935963 -0.051048765018068515 1.0497323638916014 -0.28314035293082118 -1.0581383152008057 leaf_weight=394 30 40 7452 21 38 22 41 48 774 31 22 20 30 87 87 25 71 20 leaf_count=394 30 40 7452 21 38 22 41 48 774 31 22 20 30 87 87 25 71 20 internal_value=0 0.00194357 0.00634415 0.150719 0.770738 -0.0427095 0.106877 0.164345 0.129053 -0.0218983 -0.0249085 -0.376936 0.692823 -0.287987 -0.0219589 0.194661 -0.0251839 -0.732737 internal_weight=0 9223 9183 1495 101 80 1394 1246 1168 7688 7657 148 78 128 7635 112 7523 42 internal_count=9253 9223 9183 1495 101 80 1394 1246 1168 7688 7657 148 78 128 7635 112 7523 42 cat_boundaries=0 2 3 cat_threshold=17310080 67174401 586 is_linear=0 shrinkage=0.01 Tree=235 num_leaves=15 num_cat=1 split_feature=0 3 5 1 24 0 3 1 3 0 2 0 13 26 split_gain=355387 410636 519400 284146 879716 652470 513722 271623 467494 242405 130036 115311 100331 50359.4 threshold=1374.9750000000004 1265.0725000000002 1144.97 67.485000000000014 0 190.42000000000004 65.050000000000011 802.66250000000002 259.87500000000006 381.31500000000005 1013.1050000000001 458.28125000000006 92.100000000000023 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 6 -5 8 -6 -7 11 12 -1 -13 right_child=-2 -3 -4 4 7 9 -8 -9 -10 -11 -12 13 -14 -15 leaf_value=-0.0087646019097017171 1.2179239491621654 -1.3651099482449618 1.4141298145514267 0.24547401308076466 -0.19208392668188665 2.6029327888488769 1.8395860033449918 -1.0414905455035548 1.248408180999756 1.112279535929362 0.75294467232444062 -0.6536925957753108 -0.26883920060088307 -0.14550632525713017 leaf_weight=8401 24 22 26 167 228 20 23 31 25 24 22 39 151 39 leaf_count=8401 24 22 26 167 228 20 23 31 25 24 22 39 151 39 internal_value=0 -0.000532468 0.00273207 -0.00126971 0.226229 0.664172 0.438445 -0.152623 -0.0497428 1.78985 -0.0148902 -0.0168476 -0.0133567 -0.399599 internal_weight=0 9218 9196 9170 518 234 190 284 253 44 8652 8630 8552 78 internal_count=9242 9218 9196 9170 518 234 190 284 253 44 8652 8630 8552 78 cat_boundaries=0 1 cat_threshold=3609 is_linear=0 shrinkage=0.01 Tree=236 num_leaves=14 num_cat=1 split_feature=4 5 0 25 0 0 1 1 0 0 0 26 26 split_gain=357476 440570 509348 238385 387808 510502 451171 123131 75674.6 69540.8 181446 31589.9 19113.3 threshold=1374.9750000000004 1236.1260000000004 1219.7885000000003 0 525.67500000000007 449.26500000000004 98.63000000000001 177.05000000000004 543.33000000000004 235.50000000000003 209.55000000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 9 10 -5 -6 -11 right_child=-2 -3 -4 8 7 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=0.048882950800080989 1.2758002003756437 -1.3261410543441772 1.2626054325699807 -0.030872532755607165 -0.091735902428627017 1.6331740448691627 0.53087879779415392 -1.2384646009362263 0.58525103378295895 -0.56927560659555287 0.8060700827378493 -0.61036096075306767 -0.21548124931954049 leaf_weight=1779 22 25 32 6965 24 22 218 23 20 26 26 23 37 leaf_count=1779 22 25 32 6965 24 22 218 23 20 26 26 23 37 internal_value=0 -0.000432641 0.00317179 -0.00122654 0.0923771 0.118189 0.101499 -0.638924 -0.028958 -0.0307405 -0.0277599 -0.345531 -0.361492 internal_weight=0 9220 9195 9163 2089 2019 1997 70 7074 7054 6991 47 63 internal_count=9242 9220 9195 9163 2089 2019 1997 70 7074 7054 6991 47 63 cat_boundaries=0 3 cat_threshold=25698688 17104897 16 is_linear=0 shrinkage=0.01 Tree=237 num_leaves=14 num_cat=1 split_feature=4 5 0 25 0 0 2 1 0 0 0 26 26 split_gain=350363 431803 499212 233641 380091 500343 450987 120680 74168.6 68156.9 177835 30961.3 18733 threshold=1374.9750000000004 1236.1260000000004 1219.7885000000003 0 525.67500000000007 449.26500000000004 947.25000000000011 177.05000000000004 543.33000000000004 235.50000000000003 209.55000000000004 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 9 10 -5 -6 -11 right_child=-2 -3 -4 8 7 -7 -8 -9 -10 12 -12 -13 -14 leaf_value=0.12026196874985572 1.2630421517112038 -1.3128796441078185 1.249979374408722 -0.030563807680668031 -0.090818544030189519 1.616842304576527 -1.0413778187246883 -1.2260799507472826 0.5793985328674317 -0.56358284803537229 0.79800939926734349 -0.60425735971202021 -0.21332644230610615 leaf_weight=1963 22 25 32 6965 24 22 34 23 20 26 26 23 37 leaf_count=1963 22 25 32 6965 24 22 34 23 20 26 26 23 37 internal_value=0 -0.000428315 0.00314007 -0.00121428 0.0914533 0.117007 0.100484 -0.632534 -0.0286684 -0.0304331 -0.0274823 -0.342076 -0.357877 internal_weight=0 9220 9195 9163 2089 2019 1997 70 7074 7054 6991 47 63 internal_count=9242 9220 9195 9163 2089 2019 1997 70 7074 7054 6991 47 63 cat_boundaries=0 3 cat_threshold=25698688 17104897 16 is_linear=0 shrinkage=0.01 Tree=238 num_leaves=11 num_cat=1 split_feature=4 5 0 2 1 24 1 1 2 10 split_gain=343390 423210 489278 204768 229658 643240 323153 259960 148465 139535 threshold=1374.9750000000004 1236.1260000000004 1219.7885000000003 1164.4950000000001 67.485000000000014 0 100.46247000000001 947.25000000000011 765.88 655.50000000000011 decision_type=2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 right_child=-2 -3 -4 -5 5 7 -8 -9 -10 -11 leaf_value=-0.01015257084055254 1.2504116838628596 -1.2997508217811586 1.2374796214699746 -0.8550635283333915 1.6469309280536795 -0.033754578293301168 0.47999589432258993 -1.1911014779408773 0.84993419647216795 -0.66165796164310342 leaf_weight=8582 22 25 32 28 27 256 196 21 20 33 leaf_count=8582 22 25 32 28 27 256 196 21 20 33 internal_value=0 -0.000424031 0.00310867 -0.00120213 0.00141507 0.209784 0.594619 -0.117262 -0.0106503 -0.0126482 internal_weight=0 9220 9195 9163 9135 500 223 277 8635 8615 internal_count=9242 9220 9195 9163 9135 500 223 277 8635 8615 cat_boundaries=0 1 cat_threshold=3609 is_linear=0 shrinkage=0.01 Tree=239 num_leaves=14 num_cat=1 split_feature=0 3 5 1 24 0 3 1 3 0 10 2 16 split_gain=328774 400744 530198 267866 846534 638644 501364 262132 456387 234853 163929 127505 120865 threshold=1374.9750000000004 1265.0725000000002 1144.97 67.485000000000014 0 190.42000000000004 65.050000000000011 802.66250000000002 259.87500000000006 381.31500000000005 655.50000000000011 1013.1050000000001 83.250000000000014 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 6 -5 8 -6 -7 11 12 -1 right_child=-2 -3 -4 4 7 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0091598185721013213 1.1714314579963685 -1.3485575207796965 1.428703320301496 0.23489602200285403 -0.19160024613664864 2.5628583602905275 1.8097172637607741 -1.0252281726944832 1.2316765121459963 1.0956099907557171 -0.70755897578071147 0.74849696506153451 -0.31876087039709095 leaf_weight=8468 24 22 26 167 228 20 23 31 25 24 34 22 128 leaf_count=8468 24 22 26 167 228 20 23 31 25 24 34 22 128 internal_value=0 -0.00051539 0.00270959 -0.00133358 0.219552 0.649192 0.425532 -0.151956 -0.0509603 1.76254 -0.0145581 -0.0118241 -0.01377 internal_weight=0 9218 9196 9170 518 234 190 284 253 44 8652 8618 8596 internal_count=9242 9218 9196 9170 518 234 190 284 253 44 8652 8618 8596 cat_boundaries=0 1 cat_threshold=3609 is_linear=0 shrinkage=0.01 Tree=240 num_leaves=14 num_cat=0 split_feature=0 2 0 2 26 3 2 3 3 12 12 12 2 split_gain=571703 452447 782600 209654 356173 219303 185225 234232 254490 184498 460823 23634.3 8737.05 threshold=806.46500000000003 98.25500000000001 1265.0725000000002 967.31750000000011 2022.5000000000002 1065.8000000000002 569.59500000000014 593.34250000000009 802.66250000000002 541.75000000000011 312.37500000000006 1058.7500000000002 715.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 6 7 9 -9 10 -1 -11 -8 right_child=1 -3 -4 4 -6 -7 12 8 -10 11 -12 -13 -14 leaf_value=-0.0084182669352253457 1.4834287537468804 2.0891420260342684 -1.0905146126520067 1.5103351895014445 -0.25120532642711291 -0.89258862393242977 -0.77083881397247311 1.5579013690948487 0.030543006261189779 -0.43850309089378076 1.0060860129462348 -0.89205168151855474 -0.49042218589782716 leaf_weight=8919 27 22 21 24 22 28 25 20 24 27 45 20 20 leaf_count=8919 27 22 21 24 22 28 25 20 24 27 45 20 20 internal_value=0 0.901613 0.357329 -0.00555358 0.667859 -0.00894721 -0.00622831 -0.00304784 0.724797 -0.00660185 -0.00332537 -0.631502 -0.646209 internal_weight=0 70 48 9174 46 9128 9100 9055 44 9011 8964 47 45 internal_count=9244 70 48 9174 46 9128 9100 9055 44 9011 8964 47 45 is_linear=0 shrinkage=0.01 Tree=241 num_leaves=15 num_cat=0 split_feature=1 3 3 20 5 1 2 2 2 1 1 1 1 2 split_gain=446074 1.92542e+06 430325 305081 379025 278749 142332 202645 362887 82958.6 208896 154174 127975 748.206 threshold=438.04750000000007 492.37500000000006 164.55774000000002 355.67500000000007 1236.1260000000004 390.72000000000008 1013.1050000000001 569.59500000000014 460.05000000000007 802.66250000000002 1209.1250000000002 629.70000000000016 497.97750000000002 690.66750000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 9 4 5 6 7 8 -1 11 -11 12 -2 -9 right_child=1 -3 -4 -5 -6 -7 -8 13 -10 10 -12 -13 -14 -15 leaf_value=-0.0080309276300715854 0.77471517244974775 3.0148063894418566 -1.3099483642578125 1.0737032692249004 -1.3861951553821563 -1.1588160424005418 0.68229225285847994 -0.66039769497784706 1.1124174525819976 -0.64849653063485246 0.65981872475665559 1.2423828973770144 -0.27486356001633866 -0.74490782356262197 leaf_weight=8914 21 26 20 26 20 21 30 22 29 26 23 20 26 20 leaf_count=8914 21 26 20 26 20 21 30 22 29 26 23 20 26 20 internal_value=0 0.521427 0.0447513 -0.00797495 -0.0110805 -0.00803684 -0.00535615 -0.00765214 -0.00439758 0.27832 -0.0343894 0.507018 0.194097 -0.700641 internal_weight=0 162 136 9082 9056 9036 9015 8985 8943 116 49 67 47 42 internal_count=9244 162 136 9082 9056 9036 9015 8985 8943 116 49 67 47 42 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=25 num_cat=1 split_feature=0 0 0 0 24 26 4 4 4 14 3 11 20 5 0 0 0 8 0 0 0 20 0 0 split_gain=556973 338021 227755 144495 476691 891271 540232 303135 275372 238470 174989 167923 137705 203986 135047 190701 182414 78149.3 65853.1 183001 81688.4 19006.6 12132.8 8983.55 threshold=806.46500000000003 1295.4950000000001 1005.9575000000001 66.112500000000011 0 2022.5000000000002 437.62500000000006 73.320000000000007 1013.1050000000001 460.42500000000007 129.39000000000001 465.34500000000008 95.75500000000001 561.85750000000019 210.75000000000003 148.26250000000002 404.82250000000005 2.9625000000000008 317.06250000000006 263.99500000000006 417.90600000000001 263.84784000000008 287.36250000000007 153.20400000000004 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 14 10 17 9 11 18 12 13 -1 15 -5 -16 23 19 -6 -20 -14 -12 -7 right_child=1 -3 -4 4 6 7 -8 -9 -10 -11 22 -13 21 -15 16 -17 -18 -19 20 -21 -22 -23 -24 -25 leaf_value=-0.011242094041314196 0.73713686370849618 0.087510233561197914 2.2462915439605711 1.341593097448349 -0.15143894177074579 -0.29192146211862563 1.4586082458496095 0.93948959121704112 -0.90033057308197018 0.75880328869819635 -0.65780582439331781 -0.67840258748907789 0.35521374830832847 -0.63357087981026128 2.2402306042546813 0.15983745228160512 0.93440595591068276 0.27308832812309264 -0.82961573637448827 0.87660114765167241 -0.11957417759784432 0.76525662517547599 -0.99384765798395336 -0.50566986467324049 leaf_weight=8452 20 30 20 36 129 32 20 25 35 40 21 38 26 53 23 22 20 20 26 20 43 20 22 51 leaf_count=8452 20 30 20 36 129 32 20 25 35 40 21 38 26 53 23 22 20 20 26 20 43 20 22 51 internal_value=0 0.889913 1.49171 -0.00549069 0.158086 0.484709 -0.121037 -0.0482941 -0.0151195 -0.011529 -0.24672 -0.0151165 -0.012169 -0.0151202 1.20819 0.893341 1.63287 -0.288047 -0.131722 -0.013447 -0.387126 0.533493 -0.829734 -0.423261 internal_weight=0 70 40 9174 510 229 281 128 8664 8629 261 8589 8551 8505 101 58 43 103 218 149 69 46 43 83 internal_count=9244 70 40 9174 510 229 281 128 8664 8629 261 8589 8551 8505 101 58 43 103 218 149 69 46 43 83 cat_boundaries=0 1 cat_threshold=94 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=14 num_cat=0 split_feature=1 3 10 3 1 4 2 10 12 1 1 1 1 split_gain=433856 1.88325e+06 467544 420706 272429 188068 211573 187817 174834 81519.9 204254 150813 124868 threshold=438.04750000000007 492.37500000000006 1144.97 164.55774000000002 390.72000000000008 1013.1050000000001 1013.1050000000001 655.50000000000011 312.37500000000006 802.66250000000002 1209.1250000000002 629.70000000000016 497.97750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 9 5 6 7 8 -1 11 -11 12 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 leaf_value=-0.01023108777319807 0.76448672794160388 2.9801503716982332 1.5194029903411865 -1.2966709175109865 -1.1489051964169457 -0.75093646480756648 0.86211212566920692 -0.8740554611206055 0.46528530071943236 -0.64348606366377614 0.65021039713983952 1.2277543716430663 -0.27227134411151593 leaf_weight=8876 21 26 20 20 21 34 28 25 78 26 23 20 26 leaf_count=8876 21 26 20 20 21 34 28 25 78 26 23 20 26 internal_value=0 0.514228 -0.00787293 0.0428017 -0.0112437 -0.00860115 -0.00579895 -0.00850543 -0.00608877 0.273745 -0.0362408 0.500452 0.190961 internal_weight=0 162 9082 136 9062 9041 9007 8979 8954 116 49 67 47 internal_count=9244 162 9082 136 9062 9041 9007 8979 8954 116 49 67 47 is_linear=0 shrinkage=0.01 Tree=244 num_leaves=13 num_cat=0 split_feature=0 2 0 2 26 3 2 3 3 0 0 2 split_gain=543172 434708 760372 197559 347651 218356 177670 222288 245913 162154 161802 8813.66 threshold=806.46500000000003 98.25500000000001 1265.0725000000002 967.31750000000011 2022.5000000000002 1065.8000000000002 569.59500000000014 593.34250000000009 802.66250000000002 603.77750000000015 210.75000000000003 715.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 6 7 9 -9 10 -1 -8 right_child=1 -3 -4 4 -6 -7 11 8 -10 -11 -12 -13 leaf_value=-0.010558264574211587 1.4552943392153139 2.0428249636563387 -1.0818331191653296 1.4806024630864463 -0.25973472075028853 -0.89045761687414982 -0.75798044643402096 1.5250932617187498 0.023692107200622561 -0.76617707848548888 0.27032046917506625 -0.4763371257781982 leaf_weight=8773 27 22 21 24 22 28 25 20 24 28 210 20 leaf_count=8773 27 22 21 24 22 28 25 20 24 28 210 20 internal_value=0 0.878809 0.345301 -0.00543183 0.648267 -0.00872611 -0.00601309 -0.00289816 0.706147 -0.00636037 -0.00399202 -0.632806 internal_weight=0 70 48 9174 46 9128 9100 9055 44 9011 8983 45 internal_count=9244 70 48 9174 46 9128 9100 9055 44 9011 8983 45 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=10 num_cat=0 split_feature=4 12 12 4 5 10 6 1 12 split_gain=673664 342448 717700 2.58508e+06 228239 237589 200805 229302 42183.1 threshold=1530.8125000000002 1064.4750000000001 312.37500000000006 73.320000000000007 1211.5375000000001 1064.4750000000001 1144.97 1341.6425000000002 541.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 leaf_value=-0.013267876926004405 1.8292181434631349 -1.2542095184326172 -0.034820449416701864 3.469865779876709 -0.96794094653129581 1.0775884227752686 0.96318686576116652 -1.013020075922427 -0.57312449773152674 leaf_weight=9027 20 22 37 27 25 20 21 23 24 leaf_count=9027 20 22 37 27 25 20 21 23 24 internal_value=0 -0.00806828 -0.00508968 0.893671 -0.0137657 -0.0111418 -0.0135422 -0.0158087 -0.246612 internal_weight=0 9226 9204 88 9116 9091 9071 9050 61 internal_count=9246 9226 9204 88 9116 9091 9071 9050 61 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=12 num_cat=1 split_feature=4 2 26 10 11 11 1 14 25 0 11 split_gain=660258 336351 324214 236675 229811 215162 723405 214893 196512 180898 66155.2 threshold=1530.8125000000002 890.22500000000014 2022.5000000000002 1211.5375000000001 874.60000000000014 282.37500000000006 130.95600000000005 67.800000000000011 0 114.75000000000001 362.12500000000006 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 3 -3 4 5 7 10 8 -1 -9 -7 right_child=-2 2 -4 -5 -6 6 -8 9 -10 -11 -12 leaf_value=0.36383104340105815 1.8109260063171388 1.5813251759455755 0.067117321798878332 1.0232128871570934 -0.91980628354208804 0.43372947445622195 2.1494755721092225 -0.22905248742837173 -0.016525677990525338 -1.13000869677617 -0.17067203671281989 leaf_weight=128 20 26 31 22 28 27 20 156 8707 26 55 leaf_count=128 20 26 31 22 28 27 20 156 8707 26 55 internal_value=0 -0.0079876 0.757809 -0.0127483 -0.0152399 -0.0124624 0.444248 -0.0176287 -0.010622 -0.357761 0.0283382 internal_weight=0 9226 57 9169 9147 9119 102 9017 8835 182 82 internal_count=9246 9226 57 9169 9147 9119 102 9017 8835 182 82 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=247 num_leaves=10 num_cat=1 split_feature=5 2 18 11 11 1 1 25 8 split_gain=607212 578008 497866 221198 203896 488997 200881 205646 76865.8 threshold=1412.3803750000002 1374.9750000000004 765.88 874.60000000000014 282.37500000000006 130.95600000000005 1341.6425000000002 0 14.811000000000002 decision_type=2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 6 8 7 -1 -6 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.36678398542400958 1.6944958206585474 1.6492766789027624 1.564389565706253 -0.87236178906758621 -0.083517463437972519 1.8343128066062928 -0.9716881968758323 -0.020884811060569802 0.62943853950500495 leaf_weight=129 21 21 20 30 62 20 22 8901 20 leaf_count=129 21 21 20 30 62 20 22 8901 20 internal_value=0 -0.00787534 -0.0116563 -0.0150885 -0.012279 0.432323 -0.0172889 -0.0149636 0.0903742 internal_weight=0 9225 9204 9184 9154 102 9052 9030 82 internal_count=9246 9225 9204 9184 9154 102 9052 9030 82 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=12 num_cat=1 split_feature=4 18 12 12 7 2 26 25 26 0 10 split_gain=643426 485650 392090 904381 484264 214495 578121 161679 676910 498758 138660 threshold=1530.8125000000002 765.88 541.75000000000011 312.37500000000006 130.08800000000005 967.31750000000011 2022.5000000000002 0 2022.5000000000002 1265.0725000000002 42.190000000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 -9 -4 right_child=-2 -3 10 4 -6 6 -8 9 -10 -11 -12 leaf_value=-0.35313788429779164 1.7877306213378907 1.5487456537485123 -0.42100476201375325 0.52861049883293387 2.4711558596293131 1.7833091006071673 -0.48415486227382309 -0.0187725230575338 1.0797365239262582 -1.4622966273625693 -1.4530267955945886 leaf_weight=68 20 20 30 33 21 23 22 8898 64 24 23 leaf_count=68 20 20 30 33 21 23 22 8898 64 24 23 internal_value=0 -0.00784901 -0.0112307 -0.00626463 1.28404 -0.0139223 0.674771 -0.0173452 0.317534 -0.0226302 -0.868863 internal_weight=0 9226 9206 9153 54 9099 45 9054 132 8922 53 internal_count=9246 9226 9206 9153 54 9099 45 9054 132 8922 53 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=11 num_cat=1 split_feature=4 18 12 12 7 2 1 4 25 10 split_gain=630622 475986 384288 886384 474627 210227 209948 161108 173185 135901 threshold=1530.8125000000002 765.88 541.75000000000011 312.37500000000006 130.08800000000005 967.31750000000011 14.700000000000001 1013.1050000000001 0 42.190000000000005 decision_type=2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 5 -5 7 -7 8 -1 -4 right_child=-2 -3 9 4 -6 6 -8 -9 -10 -11 leaf_value=0.33266685518271005 1.7698533897399904 1.533258178472519 -0.41679471619923908 0.52332439249212093 2.4464443778991698 1.3664194731278851 -7.4735931728197179e-06 -0.89204305240086146 -0.020606592394837097 -1.4384965490258259 leaf_weight=131 20 20 30 33 21 22 23 21 8902 23 leaf_count=131 20 20 30 33 21 22 23 21 8902 23 internal_value=0 -0.00777052 -0.0111184 -0.00620198 1.2712 -0.013783 0.668023 -0.0171717 -0.0151378 -0.860175 internal_weight=0 9226 9206 9153 54 9099 45 9054 9033 53 internal_count=9246 9226 9206 9153 54 9099 45 9054 9033 53 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=24 num_cat=2 split_feature=25 7 7 1 4 0 4 17 10 4 1 6 6 6 6 17 4 10 25 0 0 6 1 split_gain=484861 666987 1.91438e+06 733920 525245 321357 337553 233448 292376 101142 84061.4 80814.5 73085.4 71215.9 68648.1 58859 56781.1 54137.3 46245.5 176634 171176 31966.3 4413.24 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 652.50000000000011 1219.7885000000003 457.74500000000006 1.7878000000000001 67.800000000000011 593.34250000000009 378.05000000000007 256.61250000000007 52.910000000000004 308.62500000000006 366.17750000000007 575.22000000000014 967.31750000000011 404.76000000000005 1 336.94125000000003 470.16250000000008 479.25000000000006 660.10000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 4 -3 12 5 6 7 8 -1 10 11 17 -4 -13 -15 -9 -6 18 19 -2 -20 -16 -12 right_child=9 2 3 -5 16 -7 -8 15 -10 -11 22 13 -14 14 21 -17 -18 -19 20 -21 -22 -23 -24 leaf_value=0.1017223801593303 0.0078433195853767883 3.4915096989921905 -0.22952802619934085 1.4155923099517822 -0.48617095513777303 1.4106194858551027 1.3906932049705869 -0.708110557067685 0.73101998540419577 -0.72105214566169751 -0.34796062714712961 0.80252031803131108 -1.0297574256715321 -0.32073750744695245 0.64882907509803778 -0.046405386924743657 -1.1550251312255859 -0.49140312280654913 -0.036214770922044864 0.95267742443084713 -0.96297923159599308 0.11245543975830077 -0.53417403757572179 leaf_weight=1128 1851 23 25 30 22 20 21 41 79 21 35 20 21 23 20 20 30 25 5686 20 20 25 20 leaf_count=1128 1851 23 25 30 22 20 21 41 79 21 35 20 21 23 20 20 30 25 5686 20 20 25 20 internal_value=0 0.170077 0.963731 0.198746 0.113595 0.15275 0.133233 0.112408 0.142911 -0.0279621 -0.0261189 -0.0233328 -0.59485 0.277971 0.123691 -0.491158 -0.872048 -0.0268206 -0.0252877 0.0178477 -0.0393941 0.350844 -0.415675 internal_weight=0 1460 99 76 1361 1309 1289 1268 1207 7766 7745 7690 46 88 68 61 52 7602 7577 1871 5706 45 55 internal_count=9226 1460 99 76 1361 1309 1289 1268 1207 7766 7745 7690 46 88 68 61 52 7602 7577 1871 5706 45 55 cat_boundaries=0 2 5 cat_threshold=17310080 2281766912 2415935488 1415841922 100663808 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=22 num_cat=3 split_feature=25 7 7 8 4 0 4 17 10 4 25 15 6 2 4 17 7 25 14 6 15 split_gain=475436 688676 1.83148e+06 584149 503529 343567 340956 221127 281427 112022 84336.3 78497 96511.6 90136.8 61753.9 58313 54823.9 43886.2 24800.1 18638.6 1014.62 threshold=0 336.94125000000003 488.75250000000005 21.101500000000005 652.50000000000011 1165.3425000000004 449.64000000000004 1.7878000000000001 67.800000000000011 593.34250000000009 1 117.89750000000002 256.61250000000007 557.67000000000019 967.31750000000011 575.22000000000014 96.632500000000022 2 168.07500000000002 310.65000000000003 282.75000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 4 -3 -4 5 6 7 8 -1 10 -2 12 13 17 -6 -9 19 -12 20 -14 -13 right_child=9 2 3 -5 14 -7 -8 15 -10 -11 11 18 16 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.099559700950514057 -0.28690372188886004 3.4565947429511859 -0.71151738793509356 1.0790779108750195 -0.44950922489166262 1.3956222594868053 1.4282042341232302 -0.71008395115534473 0.73885971339973244 -0.69415656847953799 0.023237128015032433 -0.19422209365947826 0.43017745685577397 0.61909207669171429 -1.1718067761125237 -0.04594133090972901 0.77892224645614616 -0.034670797716810496 -0.6263610867091588 0.060666331135949429 -0.27997836199673737 leaf_weight=991 110 23 35 38 20 22 20 39 74 25 1674 37 20 22 29 20 20 5921 21 43 22 leaf_count=991 110 23 35 38 20 22 20 39 74 25 1674 37 20 22 29 20 20 5921 21 43 22 internal_value=0 0.179126 0.99587 0.220573 0.116068 0.1578 0.133996 0.110967 0.143981 -0.0257883 -0.0237032 -0.0195879 -0.0163754 -0.020071 -0.876991 -0.484951 0.322779 -0.0219225 -0.331242 0.177971 -0.226199 internal_weight=0 1311 96 73 1215 1166 1144 1124 1065 7915 7890 7780 7700 7617 49 59 83 7595 80 63 59 internal_count=9226 1311 96 73 1215 1166 1144 1124 1065 7915 7890 7780 7700 7617 49 59 83 7595 80 63 59 cat_boundaries=0 2 4 7 cat_threshold=532864 2147549184 0 16777217 2432712704 1550059520 100663808 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=32 num_cat=3 split_feature=25 7 7 1 5 0 2 17 0 0 11 5 1 25 6 6 5 6 6 0 0 15 17 0 25 26 5 6 5 15 26 split_gain=466128 640519 1.83902e+06 714567 403386 429421 214203 205288 201002 326391 231718 94959.2 89188 81226 80882.6 71720.8 70813 55756.7 86634.6 39686.2 138751 38217.2 36472.3 34024.4 33262.2 28362.6 21709.3 18679.5 18012.7 3849.13 12.1945 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 64.050000000000011 1081.6425000000002 387.99000000000007 1.7878000000000001 194.45000000000002 311.67500000000007 419.52500000000009 992.8900000000001 378.05000000000007 1 256.61250000000007 52.910000000000004 344.82000000000005 308.62500000000006 366.17750000000007 218.97000000000003 244.35500000000002 117.89750000000002 503.01250000000005 569.59500000000014 2 2022.5000000000002 177.05000000000004 470.16250000000008 589.71000000000015 325.42500000000007 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 4 -3 15 5 7 11 8 10 -10 -1 16 13 30 19 -4 26 -16 -19 21 -21 24 -9 -22 -15 -14 -6 -20 -18 -23 -2 right_child=12 2 3 -5 6 -7 -8 22 9 -11 -12 -13 25 14 17 -17 28 18 27 20 23 29 -24 -25 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.1093818850040533 -0.30509812822881738 3.422028826423313 -0.2264422264099121 1.3954205837249756 -0.13368207065682663 1.5589198268543589 -1.2289039778709412 -0.71410861994538988 1.5951127296447754 0.27350964916718973 1.00136518796285 -0.84248521900176998 -0.1231577775478363 0.01274624126681851 0.733400902066912 -1.0191660181681317 0.38741517620086668 -0.33540922164916992 0.64066578328609469 0.89407598949614031 0.096324797538389642 -0.21433948397636415 -0.17667634217635445 -0.34599839557300921 -0.036823630221275473 -0.59283672508266239 -0.48427478270097213 0.20846844482421875 -0.004920094446702437 -0.3794597072601319 -0.31176164560150682 leaf_weight=997 53 23 25 30 38 22 24 28 25 74 30 20 20 1790 21 21 25 24 20 21 83 48 23 22 5531 36 33 20 22 20 57 leaf_count=997 53 23 25 30 38 22 24 28 25 74 30 20 20 1790 21 21 25 24 20 21 83 48 23 22 5531 36 33 20 22 20 57 internal_value=0 0.166754 0.944502 0.194725 0.111405 0.174687 -0.356958 0.148814 0.17692 0.607248 0.135438 -0.205316 -0.0274212 -0.0245683 -0.0204312 -0.588338 -0.0973208 0.286286 0.139576 -0.0239275 0.152052 -0.0269284 -0.471737 0.00364756 -0.0247366 -0.425094 -0.296634 0.424567 0.203769 -0.262904 -0.282838 internal_weight=0 1460 99 76 1361 1199 162 1177 1126 99 1027 138 7766 7710 7600 46 118 85 64 7515 126 7389 51 105 7321 56 71 40 47 68 110 internal_count=9226 1460 99 76 1361 1199 162 1177 1126 99 1027 138 7766 7710 7600 46 118 85 64 7515 126 7389 51 105 7321 56 71 40 47 68 110 cat_boundaries=0 2 4 7 cat_threshold=17310080 2281766912 0 16777217 268451840 1415841922 100664128 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=27 num_cat=2 split_feature=25 7 7 1 5 0 10 10 2 2 16 10 1 12 25 2 6 6 6 6 0 0 5 5 1 1 split_gain=456960 661544 1.75924e+06 691498 378589 539979 354787 825796 257110 219183 178946 155802 93773.1 83129.6 80924.3 93768.4 69766.3 62392.1 56992.9 68635.4 54435.6 91680.2 51996.7 49734.7 6908.15 17449.6 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 64.050000000000011 1081.6425000000002 67.800000000000011 237.07500000000002 967.31750000000011 387.99000000000007 72.498140000000021 655.50000000000011 378.05000000000007 41.952500000000008 1 557.67000000000019 52.910000000000004 256.61250000000007 308.62500000000006 366.17750000000007 569.59500000000014 218.97000000000003 866.75000000000011 457.74500000000006 453.00000000000006 660.10000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 16 5 6 8 -8 10 13 -1 -9 14 22 -2 17 -4 20 -19 -20 21 -16 23 -6 -14 -26 right_child=12 2 3 -5 9 -7 7 11 -10 -11 -12 -13 24 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 leaf_value=0.099889392875521996 -0.28001007199287414 3.3878083610534668 -0.20315814018249512 1.3814663689931235 -0.35657149096004298 1.7679351189022974 2.2904149350166323 -0.61710653940836591 1.1451738137784211 -1.253555920953336 -0.68487420908610019 0.61615262413024907 -0.56064770698547362 0.38197763125101725 -0.025812481576647658 0.61936980475550119 -1.0089743573325021 0.68476665496826172 -0.33026881933212282 0.33726234879604605 -0.48902029037475586 0.26630642742191979 -0.76593937444686888 0.16575011785213764 -0.11835118532180787 -0.51829507996638624 leaf_weight=924 110 23 22 30 61 21 25 21 23 23 30 20 20 21 7495 23 21 22 24 43 25 109 20 26 20 24 leaf_count=924 110 23 22 30 61 21 25 21 23 23 30 20 20 21 7495 23 21 22 24 43 25 109 20 26 20 24 internal_value=0 0.175607 0.9761 0.216247 0.113803 0.180302 0.148336 0.857942 0.1004 -0.354771 0.0752113 -0.0155167 -0.0252867 -0.19327 -0.0222109 -0.0181624 -0.596696 -0.0200858 0.243154 0.0981467 -0.0231567 -0.0216251 -0.30617 -0.200475 -0.406548 -0.336502 internal_weight=0 1311 96 73 1215 1064 1043 66 977 151 954 41 7915 128 7851 7741 43 7718 89 67 7629 7604 107 87 64 44 internal_count=9226 1311 96 73 1215 1064 1043 66 977 151 954 41 7915 128 7851 7741 43 7718 89 67 7629 7604 107 87 64 44 cat_boundaries=0 2 4 cat_threshold=532864 2147549184 0 16777217 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=24 num_cat=2 split_feature=25 7 7 1 4 0 4 5 10 2 4 1 6 5 6 4 10 25 0 0 6 6 1 split_gain=448286 614959 1.76671e+06 686573 500858 297527 324365 228873 292970 103557 97045.4 79173.9 75365 95367 68819.7 54669 52722.1 43783.6 173276 165585 16003.7 10882 4218.28 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 652.50000000000011 1219.7885000000003 457.74500000000006 177.05000000000004 67.800000000000011 9.775500000000001 593.34250000000009 378.05000000000007 256.61250000000007 56.900000000000006 52.910000000000004 967.31750000000011 404.76000000000005 1 336.94125000000003 470.16250000000008 329.11548000000005 458.71125000000006 660.10000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 4 -3 14 5 6 7 8 -1 -9 11 12 16 20 -4 -6 17 18 -2 -19 -14 -22 -13 right_child=10 2 3 -5 15 -7 -8 9 -10 -11 -12 22 13 -15 -16 -17 -18 19 -20 -21 21 -23 -24 leaf_value=0.1050389822087569 0.0078183627721105375 3.3539303302764893 -0.22235905685424803 1.3676517136891684 -0.47456345384771176 1.3578623208999634 1.3614017586481004 -0.10745448284461849 0.74320791451961965 -0.78378608875804479 -0.70580632266544163 -0.33695012746538433 0.30153698205947876 0.80615968257188797 -0.99888462248302645 -1.1308599473635357 -0.48422463264465337 -0.034839808023107217 0.94362845134735107 -0.94634230327606206 -0.18318507353464764 0.13264956665039063 -0.51900410056114199 leaf_weight=1094 1851 23 25 30 22 20 21 61 77 36 21 35 20 24 21 30 25 5686 20 20 24 20 20 leaf_count=1094 1851 23 25 30 22 20 21 61 77 36 21 35 20 24 21 30 25 5686 20 20 24 20 20 internal_value=0 0.163526 0.9256 0.19071 0.109294 0.147529 0.128749 0.108335 0.147002 -0.358464 -0.0268965 -0.0250904 -0.0223865 0.268581 -0.57686 -0.853196 -0.0257547 -0.024242 0.0177269 -0.0379682 0.0669889 -0.0396239 -0.403152 internal_weight=0 1460 99 76 1361 1309 1289 1268 1171 97 7766 7745 7690 88 46 52 7602 7577 1871 5706 64 44 55 internal_count=9226 1460 99 76 1361 1309 1289 1268 1171 97 7766 7745 7690 88 46 52 7602 7577 1871 5706 64 44 55 cat_boundaries=0 2 5 cat_threshold=17310080 2281766912 2415935488 1415841922 100663808 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=10 num_cat=2 split_feature=12 0 0 19 7 4 25 12 25 split_gain=532172 485283 680936 457693 281382 189472 207622 215817 92878.2 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 366.90000000000003 1236.1260000000004 1295.4950000000001 0 465.34500000000008 1 decision_type=2 2 2 2 2 2 9 2 9 left_child=1 3 -3 4 5 6 7 -1 -8 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 leaf_value=0.1114257507905578 -1.6329860277175903 2.4037981986999513 -0.20567596912384034 1.0625616731643677 -1.165680685724531 -0.97905730009078984 -0.30964777871836791 -0.7177109512686729 -0.02300068860005907 leaf_weight=1655 20 20 20 40 21 20 105 32 7306 leaf_count=1655 20 20 20 40 21 20 105 32 7306 internal_value=0 -3.81756e-06 1.09906 -0.00479329 -0.00946494 -0.00680202 -0.00466472 0.0951343 -0.0274737 internal_weight=0 9219 40 9179 9139 9118 9098 1687 7411 internal_count=9239 9219 40 9179 9139 9118 9098 1687 7411 cat_boundaries=0 3 5 cat_threshold=19407104 2147483648 134217728 128 16777216 is_linear=0 shrinkage=0.01 Tree=256 num_leaves=14 num_cat=3 split_feature=12 0 0 4 12 4 1 25 24 8 25 12 3 split_gain=521579 475629 667385 266925 363292 1.72527e+06 209642 205377 414059 144908 64262.3 6613.26 2748.05 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 1013.1050000000001 312.37500000000006 73.320000000000007 1341.6425000000002 0 1 37.14500000000001 2 515.18500000000006 90.300000000000026 decision_type=2 2 2 2 2 2 2 9 1 2 9 2 2 left_child=1 3 -3 4 6 9 7 8 -1 11 -9 -6 -5 right_child=-2 2 -4 12 5 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.23844483550290885 -1.6166561899185181 2.3797601890563964 -0.20361920166015626 -0.73697231626510618 -0.36074129422505702 3.1375752244676862 -1.0300172605514528 -0.2629595929178698 0.15656654955722613 0.54887569618225107 -0.02535875242446645 -0.60373719079153876 -0.90274486815929411 leaf_weight=312 20 20 20 20 24 21 20 106 1532 20 7083 21 20 leaf_count=312 20 20 20 20 24 21 20 106 1532 20 7083 21 20 internal_value=0 -7.38789e-06 1.08807 -0.00474898 -0.00118137 0.645701 -0.00732651 -0.00506217 0.088806 -0.159366 -0.0292225 -0.474139 -0.819859 internal_weight=0 9219 40 9179 9139 86 9053 9033 1844 65 7189 45 40 internal_count=9239 9219 40 9179 9139 86 9053 9033 1844 65 7189 45 40 cat_boundaries=0 3 4 6 cat_threshold=19407104 2415919104 134217728 640 128 16777216 is_linear=0 shrinkage=0.01 Tree=257 num_leaves=14 num_cat=3 split_feature=12 0 0 4 12 4 1 25 24 8 25 12 3 split_gain=511197 466168 654104 261610 356067 1.69093e+06 205469 201289 405995 142025 63105 6481.66 2693.37 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 1013.1050000000001 312.37500000000006 73.320000000000007 1341.6425000000002 0 1 37.14500000000001 2 515.18500000000006 90.300000000000026 decision_type=2 2 2 2 2 2 2 9 1 2 9 2 2 left_child=1 3 -3 4 6 9 7 8 -1 11 -9 -6 -5 right_child=-2 2 -4 12 5 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.23613443940322593 -1.6004896044731141 2.3559625816345213 -0.20158298587799073 -0.72960259723663323 -0.35713388522466027 3.1061994852338519 -1.0197170886993407 -0.26055668415694405 0.15501103651273787 0.54338693809509286 -0.025105522228490225 -0.5976998283749535 -0.89371739578247078 leaf_weight=312 20 20 20 20 24 21 20 106 1532 20 7083 21 20 leaf_count=312 20 20 20 20 24 21 20 106 1532 20 7083 21 20 internal_value=0 -1.13296e-05 1.07719 -0.00470553 -0.00117361 0.639244 -0.00725734 -0.00501564 0.0879136 -0.157772 -0.0289343 -0.469398 -0.81166 internal_weight=0 9219 40 9179 9139 86 9053 9033 1844 65 7189 45 40 internal_count=9239 9219 40 9179 9139 86 9053 9033 1844 65 7189 45 40 cat_boundaries=0 3 4 6 cat_threshold=19407104 2415919104 134217728 640 128 16777216 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=11 num_cat=2 split_feature=4 6 0 1 0 19 26 25 24 6 split_gain=479475 435547 295813 254912 262996 243979 233155 180455 463346 59338.7 threshold=1205.5225000000003 1253.9725000000001 1219.7885000000003 736.8325000000001 217.52000000000004 626.91500000000008 2022.5000000000002 0 1 379.49000000000007 decision_type=2 2 2 2 2 2 2 9 1 2 left_child=1 2 3 5 6 7 -5 8 -1 -9 right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11 leaf_value=-0.19737724749472688 -1.2066756228244666 1.2933272035305317 0.90190672344631628 0.52487791256471117 -1.5860664787292482 1.1013493270874024 -0.9310041728886691 -0.023493450796515991 0.18614071644324479 -0.42496580433201148 leaf_weight=413 33 26 36 22 20 20 22 7369 1241 37 leaf_count=413 33 26 36 22 20 20 22 7369 1241 37 internal_value=0 0.000867968 -0.00279259 -0.0063544 -0.635252 -0.00192164 -0.203063 -0.00435712 0.0897665 -0.0254648 internal_weight=0 9206 9180 9144 64 9080 44 9060 1654 7406 internal_count=9239 9206 9180 9144 64 9080 44 9060 1654 7406 cat_boundaries=0 3 4 cat_threshold=19407104 2147483648 134217728 896 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=18 num_cat=3 split_feature=12 12 11 12 11 25 24 0 0 0 0 5 4 25 6 10 12 split_gain=500420 452268 1.5224e+06 472358 244512 258555 562066 880151 493020 313477 203956 178004 70990.6 58306.8 42896.5 32427.6 417.445 threshold=1206.0675000000003 312.37500000000006 198.37500000000003 465.34500000000008 538.6450000000001 0 1 210.75000000000003 311.67500000000007 287.36250000000007 583.76964000000009 460.42500000000007 301.40950000000004 2 379.49000000000007 156.19125000000003 595.50000000000011 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 left_child=1 4 3 -3 5 6 9 11 -9 12 13 -8 -1 -7 -15 -6 -5 right_child=-2 2 -4 16 15 10 7 8 -10 -11 -12 -13 -14 14 -16 -17 -18 leaf_value=-0.23529742780114024 -1.5834999194145203 0.92141098226819729 2.7491010640217706 -0.72386181422642293 -1.0155451973624852 -0.25104099311326677 0.13001780429077497 2.2250115179061889 0.67058429818969589 -1.2659329401652017 -1.0376496534347535 -0.58338113970226713 0.37133600325811478 -0.021141889448461858 -0.36250653859731313 -0.46497520434856415 -0.78691469010852633 leaf_weight=237 20 28 26 21 23 104 1229 25 111 30 20 36 21 7230 37 20 21 leaf_count=237 20 28 26 21 23 104 1229 25 111 30 20 36 21 7230 37 20 21 internal_value=0 1.70733e-05 0.682811 -0.0846686 -0.00716786 -0.00360522 0.107654 0.190539 0.956325 -0.288407 -0.0291366 0.109716 -0.18592 -0.0264397 -0.0228485 -0.759466 -0.755388 internal_weight=0 9219 96 70 9123 9080 1689 1401 136 288 7391 1265 258 7371 7267 43 42 internal_count=9239 9219 96 70 9123 9080 1689 1401 136 288 7391 1265 258 7371 7267 43 42 cat_boundaries=0 3 4 6 cat_threshold=19407104 2147483648 134217728 640 128 16777216 is_linear=0 shrinkage=0.01 Tree=260 num_leaves=17 num_cat=1 split_feature=0 1 11 14 0 0 4 7 0 1 0 25 2 2 16 3 split_gain=421825 163646 496663 309068 303932 757582 257204 226667 210553 191559 159373 119431 170695 114140 98761.3 42555 threshold=1374.9750000000004 50.217500000000008 285.37500000000006 52.345500000000008 178.63500000000002 242.38250000000002 1013.1050000000001 309.90000000000003 866.75000000000011 103.13625000000002 375.58250000000004 0 319.13250000000005 890.22500000000014 114.60000000000002 160.85000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 6 3 4 7 -6 8 9 11 -3 -7 12 15 14 -13 -1 right_child=-2 2 -4 -5 5 10 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 leaf_value=0.15764382546967712 1.2024455333578177 0.40262979141095789 1.3506282486879466 -0.89974348068237309 2.3341534587315151 -0.53751662210984663 -0.99068616372567631 1.0661757955551148 -0.89483749813503699 -0.14257626526379505 0.49375155621386591 -0.017821190885372051 -0.67022848434448234 0.73451562881469723 -0.32509068462083923 0.62835327434539789 leaf_weight=484 29 82 33 30 21 22 27 20 27 301 47 7942 25 20 106 20 leaf_count=484 29 82 33 30 21 22 27 20 27 301 47 7942 25 20 106 20 internal_value=0 -0.00550701 0.160792 0.0857162 0.145683 0.671091 -0.016195 0.0283467 -0.0131441 -0.0258481 0.164941 -0.010375 0.133787 -0.0199685 -0.0218682 0.176323 internal_weight=0 9207 556 523 493 90 8651 403 8624 383 69 8597 529 8068 8048 504 internal_count=9236 9207 556 523 493 90 8651 403 8624 383 69 8597 529 8068 8048 504 cat_boundaries=0 2 cat_threshold=17309696 83886081 is_linear=0 shrinkage=0.01 Tree=261 num_leaves=22 num_cat=2 split_feature=0 1 12 4 0 1 25 1 0 0 4 0 1 10 25 26 0 8 1 8 10 split_gain=413430 160390 383345 252085 206363 200696 205385 302544 449229 225583 164042 159118 157832 151097 165573 191960 116874 101337 100239 73597.7 70006.1 threshold=1374.9750000000004 50.217500000000008 328.7625000000001 1013.1050000000001 866.75000000000011 100.46247000000001 0 330.61600000000004 210.75000000000003 86.390000000000029 9.775500000000001 453.00000000000006 65.050000000000011 337.50000000000006 1 2022.5000000000002 287.36250000000007 190.42000000000004 77.02500000000002 133.96350000000004 715.87500000000011 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 5 4 13 10 7 9 -9 -7 12 17 -3 14 15 -1 -16 -8 -14 20 -15 right_child=-2 2 -4 -5 -6 6 11 8 -10 -11 -12 -13 18 19 16 -17 -18 -19 -20 -21 -22 leaf_value=-0.01423271700684051 1.1904210320834456 0.08646035571893057 1.2785290642442375 -0.9807793258737636 -0.88588912681297016 0.27236099888296689 -0.13412045573635911 0.23328656398333036 1.8872784900665283 -1.0660691715478898 -0.22148725385251256 -0.98117747125171484 1.5560979424352233 -0.37531055406082509 -0.02184624065679952 0.37505761031787921 0.30637568185546182 0.57280760461633851 0.64134217567443841 0.093631085395812996 -1.0914360637664795 leaf_weight=267 29 24 29 27 27 34 259 52 24 20 23 21 23 43 7896 241 110 22 25 20 20 leaf_count=267 29 24 29 27 27 34 259 52 24 20 23 21 23 43 7896 241 110 22 25 20 20 internal_value=0 -0.00545194 0.159184 -0.0160331 -0.0130127 0.0975882 0.00607481 0.324032 0.7556 -0.223354 0.513733 -0.136988 0.748595 -0.0102713 -0.006132 0.16716 -0.0173149 -0.0787738 1.07966 -0.434873 -0.602652 internal_weight=0 9207 556 8651 8624 527 432 130 76 54 95 302 72 8597 8514 508 8006 281 48 83 63 internal_count=9236 9207 556 8651 8624 527 432 130 76 54 95 302 72 8597 8514 508 8006 281 48 83 63 cat_boundaries=0 1 3 cat_threshold=256 17309696 83886081 is_linear=0 shrinkage=0.01 Tree=262 num_leaves=24 num_cat=4 split_feature=0 1 24 0 2 1 1 4 0 1 5 0 4 25 24 2 16 0 24 1 1 4 1 split_gain=405203 157198 993571 881947 810289 296379 385390 247069 202256 199970 183511 179846 250365 114592 520100 111859 96780.1 95545.7 62586.6 54239.4 78991.6 16235.5 4847.15 threshold=1374.9750000000004 50.217500000000008 0 210.75000000000003 67.485000000000014 660.10000000000002 383.62912500000004 1013.1050000000001 866.75000000000011 154.71744000000004 173.80000000000004 300.91450000000003 241.87500000000003 1 2 890.22500000000014 114.60000000000002 55.656960000000005 3 130.95600000000005 77.02500000000002 122.43000000000002 103.13625000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 1 2 2 2 2 left_child=1 7 3 5 -5 6 10 8 13 19 -3 12 17 14 18 16 -15 -11 -1 20 -4 -16 -22 right_child=-2 2 9 4 -6 -7 -8 -9 -10 11 -12 -13 -14 15 21 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.58343869822911731 1.1785167851941338 0.15182457902739127 0.38538106750039497 3.3356576665242512 0.6711356790542603 -0.58193577010056063 1.5410929400126139 -0.97097150926236753 -0.87703018753616901 -0.31939127586655697 1.1840771656036377 -1.0334291518361947 0.65151027679443363 -0.017439842974770373 -0.22448425284782705 0.72734376144409185 -0.32161178840781157 -1.0239385845350182 0.21765828132629395 0.59515861511230472 -0.35678898493448891 0.072408563613891599 -0.15580900209290641 leaf_weight=146 29 124 34 21 25 29 30 27 27 118 20 38 25 7942 233 20 106 23 130 20 21 20 28 leaf_count=146 29 124 34 21 25 29 30 27 27 118 20 38 25 7942 233 20 106 23 130 20 21 20 28 internal_value=0 -0.00539742 0.157592 0.612709 1.88755 0.354012 0.510003 -0.0158728 -0.0128825 -0.224197 0.295193 -0.41285 -0.270789 -0.0101686 0.131043 -0.0195656 -0.0214461 -0.434317 0.424785 0.127679 0.015033 -0.193371 -0.241943 internal_weight=0 9207 556 249 46 203 174 8651 8624 307 144 204 166 8597 529 8068 8048 141 276 103 83 253 49 internal_count=9236 9207 556 249 46 203 174 8651 8624 307 144 204 166 8597 529 8068 8048 141 276 103 83 253 49 cat_boundaries=0 1 3 4 5 cat_threshold=3609 17309696 83886081 3123 19 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=24 num_cat=3 split_feature=0 1 24 0 26 3 4 0 1 0 4 1 1 25 24 26 2 16 0 1 1 26 1 split_gain=397134 154053 973799 864396 1.33175e+06 364713 242157 198235 195991 176267 245382 167936 209164 112536 510212 451338 109633 94854.2 93644.3 53160.1 77419.7 40560.5 4750.7 threshold=1374.9750000000004 50.217500000000008 0 210.75000000000003 2022.5000000000002 65.050000000000011 1013.1050000000001 866.75000000000011 154.71744000000004 300.91450000000003 241.87500000000003 660.10000000000002 433.55000000000007 1 2 2022.5000000000002 890.22500000000014 114.60000000000002 55.656960000000005 130.95600000000005 77.02500000000002 2022.5000000000002 103.13625000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 11 7 13 19 10 18 12 -3 14 15 -1 17 -15 -10 20 -4 -16 -22 right_child=-2 2 8 4 -6 -7 -8 -9 9 -11 -12 -13 -14 16 21 -17 -18 -19 -20 -21 22 -23 -24 leaf_value=0.034598135230459758 1.1667316765620792 0.15148054102594538 0.38152724308126112 3.7251657140822636 0.30921803150177002 1.3683371675809224 -0.96126181381720088 -0.86825988486961081 -0.31619736218856553 -1.0230948646445024 0.64499521179199226 -0.60234913269678747 1.2505536136627198 -0.017265444366105165 -0.07486562847167022 0.84339182373381005 0.72007035636901862 -0.31839567035998939 -1.013699188232422 0.58920702409744263 -0.35322110221499486 -0.32814861320680189 -0.15425091164452689 leaf_weight=139 29 129 34 21 25 30 27 27 118 38 25 24 20 7942 129 137 20 106 23 20 21 124 28 leaf_count=139 29 129 34 21 25 30 27 27 118 38 25 24 20 7942 129 137 20 106 23 20 21 124 28 internal_value=0 -0.00533475 0.156016 0.606582 1.86867 0.350472 -0.0157048 -0.0127444 -0.221955 -0.408721 -0.268081 0.173963 0.299007 -0.0100576 0.129881 0.420818 -0.01937 -0.0212316 -0.429974 0.126402 0.0148826 -0.191438 -0.239524 internal_weight=0 9207 556 249 46 203 8651 8624 307 204 166 173 149 8597 529 276 8068 8048 141 103 83 253 49 internal_count=9236 9207 556 249 46 203 8651 8624 307 204 166 173 149 8597 529 276 8068 8048 141 103 83 253 49 cat_boundaries=0 1 3 4 cat_threshold=3609 17309696 83886081 3123 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=24 num_cat=1 split_feature=0 1 24 0 2 3 4 0 1 0 4 1 1 10 10 10 8 0 8 10 1 1 1 split_gain=389231 150987 954421 847194 788026 357456 237338 194291 192091 172759 240499 164594 205001 148282 156298 747432 115245 91780.8 71892.8 68840.9 52102.2 75879.1 4656.16 threshold=1374.9750000000004 50.217500000000008 0 210.75000000000003 67.485000000000014 65.050000000000011 1013.1050000000001 866.75000000000011 154.71744000000004 300.91450000000003 241.87500000000003 660.10000000000002 433.55000000000007 337.50000000000006 64.050000000000011 103.13625000000002 637.20000000000016 55.656960000000005 133.96350000000004 715.87500000000011 130.95600000000005 77.02500000000002 103.13625000000002 decision_type=2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 5 -5 11 7 13 20 10 17 12 -3 14 16 -16 -1 -10 19 -15 21 -4 -23 right_child=-2 2 8 4 -6 -7 -8 -9 9 -11 -12 -13 -14 18 15 -17 -18 -19 -20 -21 -22 22 -24 leaf_value=-0.0093701733954923584 1.1550642993532378 0.14996574795523354 0.37771198174532722 3.2780624825613844 0.6504010771751404 1.3546538117726643 -0.95164919482337096 -0.85957730187310122 -0.3130353878110142 -1.012863924126876 0.63854524078369135 -0.59632562518119814 1.2380480632781983 -0.37096846802290095 1.5944195401327952 -0.067993031489748917 -0.61063825935125349 -1.0035622041121774 0.091761124610900885 -1.0811088075637818 0.58331494355201718 -0.34968888146536692 -0.15270840372358049 leaf_weight=8328 29 129 34 21 25 30 27 27 118 38 25 24 20 43 35 119 32 23 20 20 20 21 28 leaf_count=8328 29 129 34 21 25 30 27 27 118 38 25 24 20 43 35 119 32 23 20 20 20 21 28 internal_value=0 -0.0052814 0.154456 0.600516 1.84999 0.346967 -0.0155477 -0.012617 -0.219735 -0.404634 -0.2654 0.172224 0.296017 -0.009957 -0.00585644 0.309828 -0.0116717 -0.425675 -0.430586 -0.59641 0.125138 0.0147338 -0.237129 internal_weight=0 9207 556 249 46 203 8651 8624 307 204 166 173 149 8597 8514 154 8360 141 83 63 103 83 49 internal_count=9236 9207 556 249 46 203 8651 8624 307 204 166 173 149 8597 8514 154 8360 141 83 63 103 83 49 cat_boundaries=0 1 cat_threshold=3609 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=10 num_cat=2 split_feature=5 1 1 4 18 25 24 6 18 split_gain=664872 667245 486655 275510 305142 213870 911578 115550 6109.33 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 1295.4950000000001 368.63682000000006 0 1 422.52500000000009 765.88 decision_type=2 2 2 2 2 9 1 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=0.88471154059698953 1.8214682544469833 1.485117722829183 -1.1532207287968816 -1.121752125620842 0.70613720437754757 -0.010458371813356038 -0.24980903086454972 -0.37465256268327884 0.93922935854304923 leaf_weight=120 20 30 37 22 23 8682 151 88 22 leaf_count=120 20 30 37 22 23 8682 151 88 22 internal_value=0 -0.00380008 -0.00868445 -0.00403493 -0.00132859 -0.00541707 0.266168 -0.0140967 0.820093 internal_weight=0 9175 9145 9108 9086 9041 271 8770 45 internal_count=9195 9175 9145 9108 9086 9041 271 8770 45 cat_boundaries=0 1 2 cat_threshold=532480 2099 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=14 num_cat=0 split_feature=5 12 12 4 8 8 20 11 15 8 20 8 12 split_gain=651636 284347 443938 1.90932e+06 170998 297009 170445 158643 117175 113018 20534.4 18900.1 6649.47 threshold=1435.0600000000002 1206.0675000000003 312.37500000000006 62.300000000000004 515.18500000000006 1058.7500000000002 110.14500000000002 806.46500000000003 485.55000000000001 37.14500000000001 362.77500000000003 648.00000000000011 541.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 6 11 7 8 -1 12 -8 -6 -4 right_child=-2 -3 3 -5 5 -7 10 -9 -10 -11 -12 -13 -14 leaf_value=-0.0041222884526508725 1.8032533917427063 -1.1392672322013162 -0.34715252702886412 3.1820419294937796 0.78504809726368296 -0.41797710708949881 -0.42249846373285566 -0.89801798629760743 -0.58386536925179622 0.41257500735196206 -0.83616480191548659 1.2044641185942151 -0.59592759995233446 leaf_weight=8895 20 22 22 23 22 23 28 20 35 22 21 21 21 leaf_count=8895 20 22 22 23 22 23 28 20 35 22 21 21 21 internal_value=0 -0.00375516 -0.00102586 0.705816 -0.00788764 0.499263 -0.0116072 -0.00838697 -0.00639452 -0.170387 -0.599784 0.989879 -0.468647 internal_weight=0 9175 9153 88 9065 66 8999 8950 8930 65 49 43 43 internal_count=9195 9175 9153 88 9065 66 8999 8950 8930 65 49 43 43 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=9 num_cat=0 split_feature=5 1 1 4 18 11 0 17 split_gain=638668 653220 475323 271144 298075 196078 159780 126561 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 1295.4950000000001 368.63682000000006 911.47500000000014 352.08500000000004 67.485000000000014 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=-0.0092417465802640542 1.7852209209203722 1.4694689648946127 -1.1396821073583656 -1.1127810218930245 1.2849234037399293 -0.99436234760284425 0.2861435872125116 0.21765983390808108 leaf_weight=8834 20 30 37 22 25 20 187 20 leaf_count=8834 20 30 37 22 25 20 187 20 internal_value=0 -0.00371761 -0.00855037 -0.0039553 -0.00127049 -0.00531136 -0.00311858 0.810584 internal_weight=0 9175 9145 9108 9086 9041 9021 45 internal_count=9195 9175 9145 9108 9086 9041 9021 45 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=12 num_cat=3 split_feature=5 1 1 25 24 26 4 0 25 0 5 split_gain=625958 640220 465864 270258 972322 346139 269621 214960 168600 102201 91887.4 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 0 1 2022.5000000000002 1120.4650000000004 1205.5225000000003 2 129.39000000000001 47.808000000000007 decision_type=2 2 2 9 1 2 2 2 9 2 2 left_child=1 2 3 4 5 -1 7 8 -5 10 -6 right_child=-2 -3 -4 6 9 -7 -8 -9 -10 -11 -12 leaf_value=0.55935157567847005 1.7673686757087708 1.4547742379506428 -1.1282853031480635 0.089950801775360564 -0.33844237190356358 1.7302405503273011 -1.0950979161003362 -0.93692907562255856 -0.02781708556161171 0.49500338418143136 0.38650107955932622 leaf_weight=51 20 30 37 1447 139 50 23 25 7332 21 20 leaf_count=51 20 30 37 1447 139 50 23 25 7332 21 20 internal_value=0 -0.00368043 -0.00846487 -0.00391575 0.295947 1.03639 -0.0137813 -0.0109721 -0.0083352 -0.152202 -0.247255 internal_weight=0 9175 9145 9108 281 101 8827 8804 8779 180 159 internal_count=9195 9175 9145 9108 281 101 8827 8804 8779 180 159 cat_boundaries=0 1 2 5 cat_threshold=532480 531 16777472 83886083 67110912 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=11 num_cat=2 split_feature=4 11 1 1 11 1 25 24 0 7 split_gain=614071 387865 549486 307626 265884 918622 223077 966767 212705 129632 threshold=1374.9750000000004 911.47500000000014 1236.1260000000004 802.66250000000002 282.37500000000006 47.808000000000007 0 1 1205.5225000000003 37.14500000000001 decision_type=2 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=0.95605841374196932 1.7082313882736933 -1.200531027758563 1.3741190785375137 -0.96833438676415073 -0.23897266415686441 2.3162890566479075 -0.012982301629236673 -0.23875053037163671 -0.93670700454711919 0.66254985202442518 leaf_weight=109 21 27 29 33 58 22 8696 153 25 22 leaf_count=109 21 27 29 33 58 22 8696 153 25 22 internal_value=0 -0.00373916 -0.000206482 -0.00457756 -0.00107684 0.506608 -0.0068415 0.275201 -0.0156124 0.00894603 internal_weight=0 9174 9147 9118 9085 102 8983 262 8721 80 internal_count=9195 9174 9147 9118 9085 102 8983 262 8721 80 cat_boundaries=0 1 2 cat_threshold=532480 2075 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=11 num_cat=0 split_feature=5 2 10 11 11 1 9 2 11 8 split_gain=576366 354055 237753 173301 242143 782355 184112 180142 55398.4 36815.2 threshold=1341.6425000000002 1422.3575000000001 1064.4750000000001 874.60000000000014 282.37500000000006 107.39000000000001 541.42000000000019 157.58975000000007 362.12500000000006 117.08000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -8 right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11 leaf_value=-0.0064689988401855202 1.5584312566121421 1.2459115700099781 1.0664724777426038 -0.79875252688372589 0.36910305941546406 2.2096543801114672 -0.79204267155040398 0.23998611297980194 -0.20629655613140629 -0.25643835249401276 leaf_weight=8737 24 23 21 27 27 21 33 307 44 21 leaf_count=8737 24 23 21 27 27 21 33 307 44 21 internal_value=0 0.00673907 0.00365388 0.00123236 0.00358269 0.514038 -0.00157909 0.00189696 0.0125174 -0.583752 internal_weight=0 9261 9238 9217 9190 92 9098 9044 71 54 internal_count=9285 9261 9238 9217 9190 92 9098 9044 71 54 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=22 num_cat=3 split_feature=5 2 25 24 0 2 0 1 0 2 0 25 4 0 0 26 1 18 2 26 0 split_gain=564896 347010 250766 587255 649292 1.0952e+06 801764 457810 436378 397449 375734 327101 220867 137702 69673.8 97917.9 47041.6 46925.4 46163.4 28005.8 18576.4 threshold=1341.6425000000002 1422.3575000000001 0 1 352.08500000000004 98.25500000000001 1052.6300000000003 98.63000000000001 311.67500000000007 96.632500000000022 143.49000000000004 2 721.76691000000005 360.99000000000007 228.76800000000003 2022.5000000000002 129.39000000000001 291.93750000000006 515.86500000000012 2022.5000000000002 543.33000000000004 decision_type=2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 7 6 -6 11 10 -9 12 -5 -1 14 17 -16 -10 18 -4 -15 -21 right_child=-2 -3 13 4 5 -7 -8 9 16 -11 -12 -13 -14 19 15 -17 -18 -19 -20 20 -22 leaf_value=-0.053081473007942866 1.5428471597035727 1.2334524498815123 -0.023632659114729365 0.58922086193226275 1.2351136144399644 3.0260741736672139 -1.2170758666992187 1.2572032198265417 -0.65878050026936197 -0.29192284670743074 0.96102343585756089 0.040992431643713322 -1.0510944096938424 -0.78570755459013442 0.72533156840006519 -0.082620218912760418 -1.2086988285609654 0.46291585034132005 0.39848787601177504 -0.54875619525001162 -0.12813965297880628 leaf_weight=618 24 23 7278 118 40 22 20 67 35 22 36 762 23 21 30 30 28 20 26 21 21 leaf_count=618 24 23 7278 118 40 22 20 67 35 22 36 762 23 21 30 30 28 20 26 21 21 internal_value=0 0.00667168 0.00361734 0.109511 0.260616 1.11752 0.417717 0.190791 -0.105711 0.874273 -0.0330616 0.121666 -0.0888916 -0.0219677 -0.0180252 0.321356 -0.903189 -0.0208055 -0.02213 -0.487534 -0.338448 internal_weight=0 9261 9238 1791 1051 82 60 969 740 89 677 880 641 7447 7384 60 63 7324 7304 63 42 internal_count=9285 9261 9238 1791 1051 82 60 969 740 89 677 880 641 7447 7384 60 63 7324 7304 63 42 cat_boundaries=0 3 4 6 cat_threshold=532864 16777217 16 2528 8192 16777217 is_linear=0 shrinkage=0.01 Tree=272 num_leaves=20 num_cat=0 split_feature=4 13 1 1 1 2 2 1 26 2 0 4 2 10 4 4 4 1 2 split_gain=397452 1.06854e+06 831700 277269 404155 437279 643172 371944 326333 251489 181621 150957 137922 173134 40426 29876.9 22765 22104.5 20497.7 threshold=457.74500000000006 73.46250000000002 415.60849999999999 660.10000000000002 438.04750000000007 438.71000000000009 532.72500000000014 497.97750000000002 2022.5000000000002 1013.1050000000001 1005.9575000000001 1058.7500000000002 280.87500000000006 64.050000000000011 540.74500000000012 66.112500000000011 736.8325000000001 1065.8000000000002 660.10000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 11 4 5 10 -7 -6 -5 18 12 14 13 -1 -2 -14 -16 -10 -8 right_child=1 -3 -4 8 7 6 9 -9 17 -11 -12 -13 15 -15 16 -17 -18 -19 -20 leaf_value=-0.0061348551121997649 -0.3832250377110073 2.6864501781463623 1.8157835435867309 0.088095930501034397 1.7263113168569713 2.1654258389906453 -0.32211162797335924 0.13744236111640931 -0.97213506156747997 1.0525993530566877 -0.73450436087215654 -0.96412657618522646 -0.55442958725823299 0.2629430814099506 0.39715921211242672 -0.10197860670089721 -0.079967360965907577 -1.4314792499542237 0.060770704481336806 leaf_weight=8558 21 20 24 38 26 22 29 34 22 26 34 24 54 246 20 20 20 20 27 leaf_count=8558 21 20 24 38 26 22 29 34 22 26 34 24 54 246 20 20 20 20 27 internal_value=0 0.561743 0.171889 0.00277684 0.00794333 0.00249961 0.647178 0.825952 -0.583361 0.239843 -0.00502356 -0.29227 -0.00222988 0.00138368 -0.0279326 -0.432146 0.158596 -1.19087 -0.137508 internal_weight=0 129 109 9156 9076 9016 104 60 80 82 8912 85 8878 8804 61 74 40 42 56 internal_count=9285 129 109 9156 9076 9016 104 60 80 82 8912 85 8878 8804 61 74 40 42 56 is_linear=0 shrinkage=0.01 Tree=273 num_leaves=9 num_cat=1 split_feature=5 2 18 12 12 19 24 12 split_gain=549300 336359 212061 199226 411794 166860 154560 12811 threshold=1341.6425000000002 1422.3575000000001 765.88 503.46500000000009 362.12500000000006 387.80000000000007 0 1064.4750000000001 decision_type=2 2 2 2 2 2 1 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.045467734921431004 1.5213422934214273 1.2143289248839668 0.98413602178747006 -0.47630966350010462 1.1554055247383732 -0.75642943283607222 0.038054004878328905 -0.78873156138828815 leaf_weight=3784 24 23 22 35 31 29 5316 21 leaf_count=3784 24 23 22 35 31 29 5316 21 internal_value=0 0.00652181 0.00351472 0.00117382 0.00480919 0.000902025 0.0033155 -0.593468 internal_weight=0 9261 9238 9216 9160 9129 9100 56 internal_count=9285 9261 9238 9216 9160 9129 9100 56 cat_boundaries=0 1 cat_threshold=2528 is_linear=0 shrinkage=0.01 Tree=274 num_leaves=21 num_cat=1 split_feature=5 2 25 10 10 9 6 4 2 0 0 17 2 0 0 26 18 2 26 0 split_gain=538369 329665 244887 287357 1.09398e+06 380267 466802 422790 373961 636744 225505 198541 176524 134602 68134.9 95878.9 45543.5 44980 27706.7 18407.9 threshold=1341.6425000000002 1422.3575000000001 0 64.050000000000011 121.23250000000002 64.050000000000011 52.300500000000007 174.37500000000003 157.58975000000007 143.49000000000004 1144.97 31.902000000000001 515.86500000000012 360.99000000000007 228.76800000000003 2022.5000000000002 291.93750000000006 515.86500000000012 2022.5000000000002 543.33000000000004 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 -5 6 -6 -7 10 12 11 -1 -10 14 16 -16 17 -4 -15 -20 right_child=-2 -3 13 4 5 7 -8 -9 9 -11 -12 -13 -14 18 15 -17 -18 -19 19 -21 leaf_value=0.060726921747522214 1.5061287991205852 1.2021855956575145 -0.023443431896087184 2.7065983667373654 1.286185023413764 -1.0257487136439274 -0.54993808293342594 0.69204728764036438 0.47353252410888674 1.6510661022479718 -1.0295887870788574 -0.58657648495265413 -0.39206122448569852 -0.77867795126778749 0.71745380783081059 -0.082041306177775067 0.45589018639922146 0.3932316985497108 -0.54316528138660247 -0.12446086247762045 leaf_weight=1437 24 23 7278 20 45 38 20 23 62 39 20 49 38 21 30 30 20 26 21 21 leaf_count=1437 24 23 7278 20 45 38 20 23 62 39 20 49 38 21 30 30 20 26 21 21 internal_value=0 0.00645652 0.00347949 0.108125 0.533905 0.189033 0.721224 -0.378055 0.0709926 0.567283 0.0251863 0.0393825 0.144607 -0.0218036 -0.0179059 0.317706 -0.0206553 -0.0219602 -0.482101 -0.333813 internal_weight=0 9261 9238 1791 146 126 65 61 1645 139 1506 1486 100 7447 7384 60 7324 7304 63 42 internal_count=9285 9261 9238 1791 146 126 65 61 1645 139 1506 1486 100 7447 7384 60 7324 7304 63 42 cat_boundaries=0 3 cat_threshold=532864 16777217 16 is_linear=0 shrinkage=0.01 Tree=275 num_leaves=12 num_cat=0 split_feature=4 5 6 3 2 2 5 0 9 2 3 split_gain=651345 650585 348881 212250 378430 418502 317475 878193 314336 126041 29395.9 threshold=1422.3575000000001 1236.1260000000004 1144.97 346.12500000000006 1164.4950000000001 817.62000000000012 67.800000000000011 143.49000000000004 690.66750000000013 82.90000000000002 589.71000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 9 -1 -5 -8 right_child=-2 -3 -4 6 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.0093983109605795152 1.798738021850586 -1.5874757465490927 1.176325382232666 0.37723395478235533 -1.387065204486251 1.3675615345348013 -0.14796459674835205 2.2780232991337779 -0.89785781335830694 -0.47168337365855345 -0.69014447879791263 leaf_weight=8926 20 26 25 73 20 22 20 25 40 23 20 leaf_count=8926 20 26 25 73 20 22 20 25 40 23 20 internal_value=0 -0.0078576 -0.00339055 -0.00660714 -0.0130394 -0.0099819 0.353278 0.608595 -0.013362 0.173848 -0.419055 internal_weight=0 9220 9194 9169 9008 8988 161 121 8966 96 40 internal_count=9240 9220 9194 9169 9008 8988 161 121 8966 96 40 is_linear=0 shrinkage=0.01 Tree=276 num_leaves=11 num_cat=1 split_feature=4 5 6 1 3 1 9 25 7 9 split_gain=638383 637638 341938 357841 357491 1.51344e+06 286475 198206 105154 4383.16 threshold=1422.3575000000001 1236.1260000000004 1144.97 1422.3575000000001 346.12500000000006 378.05000000000007 690.66750000000013 0 74.355000000000004 1058.7500000000002 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -8 right_child=-2 -3 -4 -5 5 -7 9 -9 -10 -11 leaf_value=0.21568154032920536 1.7807506446838381 -1.5716009902954102 1.1645621154785157 -1.2803723673387006 -0.056681184703653513 2.902534139806574 -0.74474115190051848 -0.017705973191923866 0.700660738511519 -0.95159382057189945 leaf_weight=370 20 26 25 22 110 22 21 8582 22 20 leaf_count=370 20 26 25 22 110 22 21 8582 22 20 internal_value=0 -0.00777902 -0.00335664 -0.00654106 -0.0034773 0.474256 -0.0116582 -0.00783855 0.0695425 -0.845645 internal_weight=0 9220 9194 9169 9147 154 8993 8952 132 41 internal_count=9240 9220 9194 9169 9147 154 8993 8952 132 41 cat_boundaries=0 2 cat_threshold=532608 65536 is_linear=0 shrinkage=0.01 Tree=277 num_leaves=14 num_cat=2 split_feature=4 12 12 1 1 1 0 0 25 24 0 26 12 split_gain=625678 367454 515401 2.47081e+06 238861 680035 507532 389962 192541 1.06052e+06 223954 172349 24785 threshold=1422.3575000000001 1064.4750000000001 312.37500000000006 9.775500000000001 715.87500000000011 462.80000000000007 52.300500000000007 254.41050000000004 0 1 1295.4950000000001 2022.5000000000002 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 4 12 5 8 -7 11 9 -1 -10 -6 -4 right_child=-2 -3 3 -5 7 6 -8 -9 10 -11 -12 -13 -14 leaf_value=0.91441121501081124 1.7629431114196776 -1.3289845241819109 -0.061104317417851196 3.4901751550038655 0.47171843904715316 0.39339586157547801 2.3614581857323644 -1.6931665715304289 -0.021390873524459456 -0.19131833271104462 -1.080813811302185 -0.6689864291085138 -0.46435432706560409 leaf_weight=126 20 21 27 24 26 38 20 22 8599 235 20 27 35 leaf_count=126 20 21 27 24 26 38 20 22 8599 235 20 27 35 internal_value=0 -0.00769909 -0.00468278 0.765837 -0.0119542 -0.00729047 1.07204 -0.573968 -0.0142616 0.20886 -0.0238216 -0.109395 -0.288745 internal_weight=0 9220 9199 86 9113 9038 58 75 8980 361 8619 53 62 internal_count=9240 9220 9199 86 9113 9038 58 75 8980 361 8619 53 62 cat_boundaries=0 2 3 cat_threshold=532608 65536 531 is_linear=0 shrinkage=0.01 Tree=278 num_leaves=16 num_cat=0 split_feature=12 7 13 1 5 2 3 1 9 2 0 5 7 7 7 split_gain=447396 653383 1.75916e+06 1.35399e+06 432528 240840 226654 667234 217073 205619 140640 106419 65018.9 9703.75 926.712 threshold=1206.0675000000003 319.12500000000006 1.7878000000000001 195.15000000000003 1211.5375000000001 1164.4950000000001 346.12500000000006 378.05000000000007 690.66750000000013 806.46500000000003 108.50550000000001 199.87500000000003 591.48000000000013 417.90600000000001 874.60000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 5 6 8 10 9 -1 -8 12 13 -3 -14 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 leaf_value=-0.01097610290845517 -1.4617698260716028 0.0049105521043141679 3.1947701930999757 2.4659517782384701 -1.4119953846931457 -0.91798096075140201 -0.032719963559737573 2.0832822189331055 -0.83373268306255344 0.97971668061755957 0.88293989241123205 -0.87238974993879137 -0.34668838787078854 0.28641957740783691 -0.4429542944431305 leaf_weight=8815 21 24 23 22 22 29 104 20 32 21 20 22 20 25 20 leaf_count=8815 21 24 23 22 22 29 104 20 32 21 20 22 20 25 20 internal_value=0 -0.000498965 0.641177 0.199578 -0.011544 -0.00813623 -0.00520841 0.388344 -0.011599 -0.00862158 0.114967 -0.249613 -0.0956687 0.148538 -0.394821 internal_weight=0 9219 156 133 9063 9041 9012 144 8868 8836 124 111 89 49 40 internal_count=9240 9219 156 133 9063 9041 9012 144 8868 8836 124 111 89 49 40 is_linear=0 shrinkage=0.01 Tree=279 num_leaves=13 num_cat=1 split_feature=4 12 12 1 1 1 0 0 25 0 1 12 split_gain=612784 353173 501302 2.41555e+06 237875 660611 496737 384662 189739 220911 70389.2 24119.9 threshold=1422.3575000000001 1064.4750000000001 312.37500000000006 9.775500000000001 715.87500000000011 462.80000000000007 52.300500000000007 254.41050000000004 0 1295.4950000000001 1058.7500000000002 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 11 5 8 -7 10 -1 -10 -6 -4 right_child=-2 -3 3 -5 7 6 -8 -9 9 -11 -12 -13 leaf_value=0.34613891210820941 1.7447279357910157 -1.3029304297765096 -0.0628661240471734 3.448989486694336 -0.51183524742722508 0.38528143330624232 2.3323019139822572 -1.6842099267786199 -0.017473578577927244 -1.0696423740386964 0.22029184012577452 -0.46066869626726425 leaf_weight=134 20 21 27 24 24 38 20 22 8826 20 29 35 leaf_count=134 20 21 27 24 24 38 20 22 8826 20 29 35 internal_value=0 -0.0075747 -0.00461758 0.75529 -0.0117889 -0.00713476 1.05667 -0.572643 -0.0140056 -0.01983 -0.111237 -0.287432 internal_weight=0 9220 9199 86 9113 9038 58 75 8980 8846 53 62 internal_count=9240 9220 9199 86 9113 9038 58 75 8980 8846 53 62 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=280 num_leaves=10 num_cat=0 split_feature=4 5 0 6 1 1 10 26 0 split_gain=942040 396270 389393 249820 323863 388575 223864 176050 83535 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 1253.9725000000001 736.8325000000001 488.75250000000005 404.76000000000005 2022.5000000000002 65.050000000000011 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=-0.0080009547347979233 2.1103936513264974 -1.3505047085068445 1.2652971696853639 1.0088028705120087 -0.46086526370048525 1.4825636331240335 -0.52361539290933046 0.3153912979364395 -1.2280303950743241 leaf_weight=8996 21 22 24 24 40 24 85 28 22 leaf_count=8996 21 22 24 24 40 24 85 28 22 internal_value=0 -0.0100006 -0.00680994 -0.0101216 -0.0127812 -0.00789132 -0.0128272 0.854086 -0.733085 internal_weight=0 9265 9243 9219 9195 9133 9081 52 62 internal_count=9286 9265 9243 9219 9195 9133 9081 52 62 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=12 num_cat=0 split_feature=4 5 0 1 1 26 18 10 15 1 26 split_gain=923293 388384 381644 231747 379039 172547 147437 168631 147675 20949.4 8270.31 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 736.8325000000001 488.75250000000005 2022.5000000000002 368.63682000000006 429.0200000000001 91.800000000000026 1058.7500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 -5 -11 right_child=-2 -3 -4 9 5 -7 8 -9 -10 10 -12 leaf_value=-0.0093971970757009277 2.0892897433326358 -1.3369996387308294 1.2526441558202108 -0.83210221118926997 1.4677380784352623 0.31223739079066687 0.047939582824707026 -0.46772517480967957 1.2007953266054392 -0.3192974271774292 -0.60687890911102294 leaf_weight=8976 21 22 24 25 24 28 25 81 20 20 20 leaf_count=8976 21 22 24 25 24 28 25 81 20 20 20 internal_value=0 -0.00990058 -0.00674184 -0.0100204 -0.00579552 0.845545 -0.0106593 -0.0134962 0.56032 -0.605017 -0.463088 internal_weight=0 9265 9243 9219 9154 52 9102 9057 45 65 40 internal_count=9286 9265 9243 9219 9154 52 9102 9057 45 65 40 is_linear=0 shrinkage=0.01 Tree=282 num_leaves=13 num_cat=1 split_feature=4 5 9 1 1 1 1 25 26 12 3 26 split_gain=904920 380656 309784 403633 508062 379623 274952 190617 973909 140392 83595.4 73106.6 threshold=1422.3575000000001 1374.9750000000004 1064.4750000000001 736.8325000000001 462.80000000000007 508.59600000000006 593.34250000000009 0 2022.5000000000002 362.12500000000006 98.25500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 7 -6 -7 8 -1 -9 11 -5 right_child=-2 -3 -4 10 5 6 -8 9 -10 -11 -12 -13 leaf_value=-0.44592503476498735 2.0683968171619234 -1.32362964944406 0.99129915452772566 -0.15151008685429893 2.0288601837158202 -0.42001564318483525 1.1796950758071174 -0.019781824476902791 1.3005479307643701 0.41759679629996016 -1.2982325717381067 -0.93203667392333345 leaf_weight=67 21 22 31 24 20 22 21 8878 61 74 21 24 leaf_count=67 21 22 31 24 20 22 21 8878 61 74 21 24 internal_value=0 -0.00980157 -0.00667442 -0.0100328 -0.0042824 0.890642 0.361238 -0.0104917 0.35838 -0.0161483 -0.772 -0.541773 internal_weight=0 9265 9243 9212 9143 63 43 9080 128 8952 69 48 internal_count=9286 9265 9243 9212 9143 63 43 9080 128 8952 69 48 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=283 num_leaves=14 num_cat=0 split_feature=7 5 7 2 11 5 0 2 1 1 2 7 26 split_gain=443947 1.23628e+06 1.12984e+06 439850 263829 254307 227035 192432 146187 416042 79083.9 35031.6 26318.4 threshold=352.38000000000005 324.54200000000009 629.70000000000016 1164.4950000000001 86.350000000000023 1089.1825000000001 1295.4950000000001 817.62000000000012 736.8325000000001 488.75250000000005 47.808000000000007 548.95500000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 4 -3 5 10 6 7 8 9 -1 11 -2 -10 right_child=1 2 -4 -5 -6 -7 -8 -9 12 -11 -12 -13 -14 leaf_value=-0.014135250501586384 -0.35839354251993116 3.7207100315093995 0.35940509319305419 -1.2435081696510315 0.96658903121948248 -1.0601799077573031 0.96399264256159467 0.884337641398112 -0.32340492762052092 0.93932880733324142 -0.8105251412391663 0.10054345412132067 -0.77782589464187624 leaf_weight=8939 29 20 20 29 22 23 24 24 26 46 20 39 25 leaf_count=8939 29 20 20 29 22 23 24 24 26 46 20 39 25 internal_value=0 0.534564 2.04006 -0.0139105 -0.0128887 -0.00999498 -0.00733599 -0.00990905 -0.0122842 -0.00925385 -0.257758 -0.0951797 -0.54616 internal_weight=0 150 40 9136 110 9107 9084 9060 9036 8985 88 68 51 internal_count=9286 150 40 9136 110 9107 9084 9060 9036 8985 88 68 51 is_linear=0 shrinkage=0.01 Tree=284 num_leaves=10 num_cat=0 split_feature=4 0 5 6 1 1 10 26 0 split_gain=884125 374565 445939 244170 301651 360314 218077 167114 81751 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 1253.9725000000001 736.8325000000001 488.75250000000005 404.76000000000005 2022.5000000000002 65.050000000000011 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=-0.0076824333879015032 2.0445363071986611 1.1889328487102802 -1.5046178951859475 0.99755255659421282 -0.43827879071235659 1.4346661353111267 -0.51658845895879413 0.29750169907297408 -1.1972075375643645 leaf_weight=8996 21 26 20 24 40 24 85 28 22 leaf_count=8996 21 26 20 24 40 24 85 28 22 internal_value=0 -0.00964573 -0.0130187 -0.0097828 -0.0124121 -0.00769289 -0.0124459 0.822347 -0.707576 internal_weight=0 9265 9239 9219 9195 9133 9081 52 62 internal_count=9286 9265 9239 9219 9195 9133 9081 52 62 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=13 num_cat=0 split_feature=4 1 0 5 14 11 11 10 2 1 8 0 split_gain=649680 292423 422671 282006 146483 358044 180718 145779 108357 46189.2 24952 14669.2 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 1211.5375000000001 460.42500000000007 74.355000000000004 460.42500000000007 429.0200000000001 74.355000000000004 1094.8600000000004 43.440000000000005 1335.1525000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 9 -3 -8 -4 right_child=-2 8 11 -5 5 -7 10 -9 -10 -11 -12 -13 leaf_value=-0.0063032783243289281 1.3145757783909102 -0.59295161079477388 0.80077594757080084 -1.1987036146372558 -0.11519396136788761 1.5710130982398989 -0.74553540638514937 -0.51813567161560059 -1.0639764356613159 0.024318070845170455 -0.30275807762145995 1.1702775882539296 leaf_weight=8817 37 27 22 20 34 20 35 56 32 22 20 21 leaf_count=8817 37 27 22 20 34 20 35 56 32 22 20 21 internal_value=0 -0.0132084 -0.00785163 -0.0125762 -0.00993507 0.509327 -0.0130758 -0.0095336 -0.611382 -0.31581 -0.584525 0.98123 internal_weight=0 9126 9045 9002 8982 54 8928 8873 81 49 55 43 internal_count=9163 9126 9045 9002 8982 54 8928 8873 81 49 55 43 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=13 num_cat=0 split_feature=4 1 0 5 14 11 11 10 2 26 1 8 split_gain=636751 286604 414260 276394 143568 350919 177122 142878 106201 71409 45270 24455.5 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 1211.5375000000001 460.42500000000007 74.355000000000004 460.42500000000007 429.0200000000001 74.355000000000004 2022.5000000000002 1094.8600000000004 43.440000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 10 -4 -3 -8 right_child=-2 8 9 -5 5 -7 11 -9 -10 -11 -12 -13 leaf_value=-0.0062402458365821136 1.3014300498285809 -0.5870220842074465 0.53440818405151369 -1.1867165868282319 -0.11404202825882856 1.5553029565811158 -0.73808006450108121 -0.51295431665011815 -1.0533366692066193 1.3514264446756117 0.024074852683327416 -0.29973048973083499 leaf_weight=8817 37 27 20 20 34 20 35 56 32 23 22 20 leaf_count=8817 37 27 20 20 34 20 35 56 32 23 22 20 internal_value=0 -0.0130763 -0.00777312 -0.0124504 -0.00983572 0.504234 -0.012945 -0.00943826 -0.605268 0.971418 -0.312652 -0.57868 internal_weight=0 9126 9045 9002 8982 54 8928 8873 81 43 49 55 internal_count=9163 9126 9045 9002 8982 54 8928 8873 81 43 49 55 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=13 num_cat=0 split_feature=4 1 0 5 14 11 11 2 2 26 1 8 split_gain=624080 280900 406016 270894 140711 343936 173597 128956 104087 69988 44369.1 23968.8 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 1211.5375000000001 460.42500000000007 74.355000000000004 460.42500000000007 890.22500000000014 74.355000000000004 2022.5000000000002 1094.8600000000004 43.440000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 10 -4 -3 -8 right_child=-2 8 9 -5 5 -7 11 -9 -10 -11 -12 -13 leaf_value=-0.011708289994948294 1.2884156758881904 -0.58115186069436653 0.52906404495239256 -1.174849412202835 -0.11290160375482897 1.5397499203681946 -0.73069925144740511 0.60533380511929014 -1.042803310751915 1.3379121689174485 0.023834112340753732 -0.29673319816589355 leaf_weight=8839 37 27 20 20 34 20 35 34 32 23 22 20 leaf_count=8839 37 27 20 20 34 20 35 34 32 23 22 20 internal_value=0 -0.0129456 -0.00769538 -0.0123259 -0.00973737 0.499192 -0.0128156 -0.00934388 -0.599216 0.961704 -0.309526 -0.572893 internal_weight=0 9126 9045 9002 8982 54 8928 8873 81 43 49 55 internal_count=9163 9126 9045 9002 8982 54 8928 8873 81 43 49 55 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=13 num_cat=0 split_feature=4 1 0 14 11 11 2 3 2 26 1 8 split_gain=611661 275310 397936 139315 337092 182787 124365 111405 102016 68595.2 43486.2 31028.7 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 460.42500000000007 74.355000000000004 460.42500000000007 890.22500000000014 1013.1050000000001 74.355000000000004 2022.5000000000002 1094.8600000000004 53.520000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 10 -4 -3 -7 right_child=-2 8 9 4 -6 11 -8 -9 -10 -11 -12 -13 leaf_value=-0.012174224067345678 1.2755315968152641 -0.57534034353715402 0.52377345275878906 -0.11177258631762337 1.5243523864746096 -0.76023601743910052 0.58324775130408146 -0.69441294511159257 -1.0323752588033677 1.3245330346148947 0.0235957839272239 -0.26897776317596434 leaf_weight=8833 37 27 20 34 20 36 35 24 32 23 22 20 leaf_count=8833 37 27 20 34 20 36 35 24 32 23 22 20 internal_value=0 -0.0128161 -0.00761843 -0.0122027 0.4942 -0.0152587 -0.011672 -0.0140229 -0.593223 0.952087 -0.30643 -0.584787 internal_weight=0 9126 9045 9002 54 8948 8892 8857 81 43 49 56 internal_count=9163 9126 9045 9002 54 8948 8892 8857 81 43 49 56 is_linear=0 shrinkage=0.01 Tree=289 num_leaves=15 num_cat=1 split_feature=4 8 5 2 7 10 25 2 1 1 1 1 26 10 split_gain=601885 324814 371007 322621 251984 249808 239188 213423 541820 163274 171431 47782 19619.8 8315.03 threshold=1530.8125000000002 515.18500000000006 1265.0725000000002 58.875000000000007 74.355000000000004 404.76000000000005 0 85.544000000000025 74.355000000000004 715.87500000000011 293.06250000000006 43.440000000000005 2022.5000000000002 561.85750000000019 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 4 -3 6 7 8 -1 10 -8 13 -11 -7 right_child=-2 3 -4 -5 -6 11 9 -9 -10 12 -12 -13 -14 -15 leaf_value=0.049221336503527058 1.6834825424920945 -0.20190469670295716 -1.3446544221469336 1.7229014854431153 1.1728229866027833 -0.28330904006958008 -0.021062152591580199 1.0507963346665905 1.6175823442141215 -0.35534718971252438 0.35347374693039924 -0.98252238228207545 -0.73466012549400339 -0.52641798636492565 leaf_weight=268 21 40 21 20 20 24 8460 31 24 25 124 21 30 34 leaf_count=268 21 40 21 20 20 24 8460 31 24 25 124 21 30 34 internal_value=0 -0.0114221 -0.0170226 0.622979 0.256338 -0.0139389 -0.00900363 0.254018 0.178128 -0.0191096 -0.0156518 -0.573805 -0.562245 -0.425821 internal_weight=0 9142 9062 80 60 9041 8962 323 292 8639 8584 79 55 58 internal_count=9163 9142 9062 80 60 9041 8962 323 292 8639 8584 79 55 58 cat_boundaries=0 1 cat_threshold=532608 is_linear=0 shrinkage=0.01 Tree=290 num_leaves=11 num_cat=1 split_feature=0 10 7 10 1 4 1 4 25 6 split_gain=577091 236818 289428 161947 148000 381658 709398 337446 150124 15658.5 threshold=1219.7885000000003 1183.6900000000003 729.18750000000011 715.87500000000011 433.55000000000007 174.37500000000003 497.97750000000002 1219.7885000000003 0 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 7 6 -6 8 -1 -4 right_child=-2 -3 9 -5 5 -7 -8 -9 -10 -11 leaf_value=0.33699513607025144 1.2100607475867637 1.0517522167024158 -0.59225617551803589 -0.81114335632324219 1.5827703216552735 1.5273797858845104 -0.31911063393393713 -1.2471636713634839 -0.01202212530881251 -0.96443545488210836 leaf_weight=115 39 21 20 25 25 22 91 22 8790 26 leaf_count=115 39 21 20 25 25 22 91 22 8790 26 internal_value=0 -0.00896446 -0.0114026 -0.00739867 -0.00518206 0.319801 0.0907775 -0.0102059 -0.00714995 -0.802618 internal_weight=0 9157 9136 9090 9065 138 116 8927 8905 46 internal_count=9196 9157 9136 9090 9065 138 116 8927 8905 46 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=291 num_leaves=13 num_cat=0 split_feature=0 18 5 4 5 8 12 8 5 0 3 4 split_gain=565604 234545 170067 195409 159967 168027 160249 158034 117647 215267 103467 60130.3 threshold=1219.7885000000003 765.88 385.88250000000005 1295.4950000000001 324.54200000000009 331.12500000000006 541.75000000000011 308.62500000000006 1211.5375000000001 48.874000000000002 164.55774000000002 52.345500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 11 -7 -4 right_child=-2 -3 7 -5 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=0.0014375383989089234 1.1979601698655349 1.0728687124252319 0.074864179118204921 -0.99300161582231528 0.68117728191263538 -0.2505377500707453 -0.67655834375108992 0.40013295173645019 -1.168493834223066 -1.1200625467300416 -1.0473506979942322 -0.55961786389350887 leaf_weight=8789 39 20 59 20 34 88 35 24 21 27 20 20 leaf_count=8789 39 20 59 20 34 88 35 24 21 27 20 20 internal_value=0 -0.00887127 -0.0112391 -0.00564649 -0.00344405 -0.00605008 -0.0012517 -0.344055 -0.484688 -0.349218 -0.398096 -0.0857642 internal_weight=0 9157 9137 8986 8966 8932 8824 151 127 106 108 79 internal_count=9196 9157 9137 8986 8966 8932 8824 151 127 106 108 79 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=11 num_cat=0 split_feature=0 10 7 10 14 14 14 10 0 6 split_gain=554348 232669 283495 158031 148280 217166 143371 117989 101313 15188.1 threshold=1219.7885000000003 1183.6900000000003 729.18750000000011 715.87500000000011 460.42500000000007 715.87500000000011 52.345500000000008 96.07050000000001 74.355000000000004 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 -4 right_child=-2 -3 9 -5 5 -7 8 -9 -10 -11 leaf_value=-0.0082926722093429502 1.1859805933634442 1.0425998460678827 -0.58708627247810363 -0.80120352554321284 1.2815191316604615 -0.046152015413556784 -0.21062618084843199 0.24492516754789556 -0.96085792677743098 -0.95363262653350833 leaf_weight=8680 39 21 20 25 22 28 126 188 21 26 leaf_count=8680 39 21 20 25 22 28 126 188 21 26 internal_value=0 -0.00878256 -0.0111993 -0.00723656 -0.00504691 0.538023 -0.00805894 -0.0029245 -0.317802 -0.794265 internal_weight=0 9157 9136 9090 9065 50 9015 8868 147 46 internal_count=9196 9157 9136 9090 9065 50 9015 8868 147 46 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=15 num_cat=0 split_feature=0 7 14 11 2 14 4 5 5 7 0 14 3 6 split_gain=543316 207653 178945 299280 145678 136944 124447 126119 255265 118034 85133.9 40932.1 32940.1 22184.9 threshold=1219.7885000000003 595.50000000000011 460.42500000000007 13.037000000000001 47.808000000000007 52.345500000000008 1341.6425000000002 385.88250000000005 324.54200000000009 67.800000000000011 74.355000000000004 274.46034000000003 113.00000000000001 92.100000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 13 6 7 8 -1 -9 11 12 -7 -3 right_child=-2 4 3 -5 -6 10 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=5.9569167191388546e-05 1.1741207553178836 -0.45488420639038085 -0.010306343309807056 1.5399533190727235 -1.2820195121765137 -0.20024948100248974 -0.77195866093749088 -0.47594286806881431 0.95639899781772075 0.35171651386079333 -0.88442885008725258 0.20479269766807556 -0.64304975264129183 -0.0080458183288574219 leaf_weight=8726 39 25 33 20 20 84 21 96 28 21 22 20 21 20 leaf_count=8726 39 25 33 20 20 84 21 96 28 21 22 20 21 20 internal_value=0 -0.00869473 -0.00466831 0.574697 -0.571899 -0.00806541 -0.0030608 -0.00124062 0.00311846 -0.327389 -0.310793 -0.209833 -0.28881 -0.256289 internal_weight=0 9157 9092 53 65 9039 8892 8871 8754 117 147 125 105 45 internal_count=9196 9157 9092 53 65 9039 8892 8871 8754 117 147 125 105 45 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=12 num_cat=0 split_feature=0 18 7 12 14 14 12 5 4 11 7 split_gain=532504 229162 317776 137733 177602 271548 187444 171917 52584.9 4087.94 477.448 threshold=1219.7885000000003 765.88 563.68750000000011 541.75000000000011 460.42500000000007 715.87500000000011 378.05000000000007 385.88250000000005 10.942500000000003 42.494000000000007 911.47500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 10 -5 -4 right_child=-2 -3 8 9 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.003239473461503958 1.1623795915261292 1.0606480646133423 -0.49964202517554873 -0.45548332418714255 1.4928309345245361 -0.057058343520531296 0.91577104048295455 -0.3796923946752781 -1.0346836137771607 -0.6400536469050816 -0.43137194728851319 leaf_weight=8829 39 20 21 28 20 26 22 123 27 21 20 leaf_count=8829 39 20 21 28 20 26 22 123 27 21 20 internal_value=0 -0.00860779 -0.0109483 -0.00584167 -0.00296934 0.616807 -0.00614626 -0.00841192 -0.692006 -0.534585 -0.46634 internal_weight=0 9157 9137 9069 9020 46 8974 8952 68 49 41 internal_count=9196 9157 9137 9069 9020 46 8974 8952 68 49 41 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=9 num_cat=1 split_feature=12 5 0 18 8 25 1 18 split_gain=594342 1.03413e+06 592620 319280 259693 230776 284981 73182.1 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 765.88 1058.7500000000002 0 736.8325000000001 219.79500000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.11848552751776305 -1.6257563196529043 2.2912855987548828 1.2611146525332801 1.1864299359528914 -1.0110664100646973 -0.019870390507497553 -0.71362421438807533 0.58590289700776343 leaf_weight=2053 22 20 38 23 25 6965 42 20 leaf_count=2053 22 20 38 23 25 6965 42 20 internal_value=0 0.0198518 0.0148956 0.00970756 0.00673506 0.00953737 0.10132 -0.01811 internal_weight=0 9186 9166 9128 9105 9080 2095 6985 internal_count=9208 9186 9166 9128 9105 9080 2095 6985 cat_boundaries=0 3 cat_threshold=17310080 2550398976 2064 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=9 num_cat=1 split_feature=12 5 0 18 8 25 1 18 split_gain=582515 1.01355e+06 580827 312926 254525 226184 279310 71725.8 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 765.88 1058.7500000000002 0 736.8325000000001 219.79500000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.11730067237551133 -1.6094987915862691 2.2683726062774658 1.248503445073178 1.1745656743256943 -1.0009557357788086 -0.019671686445931823 -0.70648797114690143 0.58004385831952099 leaf_weight=2053 22 20 38 23 25 6965 42 20 leaf_count=2053 22 20 38 23 25 6965 42 20 internal_value=0 0.0196533 0.0147466 0.00961048 0.00666771 0.009442 0.100307 -0.0179289 internal_weight=0 9186 9166 9128 9105 9080 2095 6985 internal_count=9208 9186 9166 9128 9105 9080 2095 6985 cat_boundaries=0 3 cat_threshold=17310080 2550398976 2064 is_linear=0 shrinkage=0.01 Tree=297 num_leaves=9 num_cat=0 split_feature=12 5 0 18 8 2 1 2 split_gain=570923 993385 569269 306699 249460 225652 207472 12294.5 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 765.88 1058.7500000000002 967.31750000000011 736.8325000000001 1332.8500000000001 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=0.0095990187860196391 -1.5934037720073355 2.245688795089722 1.2360184127406071 1.1628199689284615 -0.99094619522094729 0.57209834861755371 -0.63002214782378252 0.91853449900945028 leaf_weight=8988 22 20 38 23 25 20 51 21 leaf_count=8988 22 20 38 23 25 20 51 21 internal_value=0 0.0194568 0.0145992 0.00951438 0.00660103 0.00934758 0.00599014 0.749541 internal_weight=0 9186 9166 9128 9105 9080 9039 41 internal_count=9208 9186 9166 9128 9105 9080 9039 41 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=9 num_cat=1 split_feature=12 5 0 4 18 25 2 18 split_gain=559562 973616 557940 472816 298738 229304 213958 70216.5 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 1341.6425000000002 765.88 0 1120.4650000000004 219.79500000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.090876784309406988 -1.5774697522954508 2.2232319660186768 1.2236581962986997 -1.4548162628168411 1.151191805963931 -0.019224975087373718 1.0215495084762574 0.57414744243025784 leaf_weight=2073 22 20 38 22 23 6965 25 20 leaf_count=2073 22 20 38 22 23 6965 25 20 internal_value=0 0.0192622 0.0144532 0.00941923 0.0129568 0.0100746 0.101483 -0.0175009 internal_weight=0 9186 9166 9128 9106 9083 2098 6985 internal_count=9208 9186 9166 9128 9106 9083 2098 6985 cat_boundaries=0 3 cat_threshold=17310080 2550398976 2064 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=10 num_cat=0 split_feature=12 4 0 6 1 1 1 2 0 split_gain=548426 588221 426702 260317 252183 373055 415467 228798 80739.7 threshold=1206.0675000000003 1530.8125000000002 1219.7885000000003 960.95500000000004 736.8325000000001 438.04750000000007 497.97750000000002 890.22500000000014 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=0.0027708477252535481 -1.5616950415481221 1.732167179107666 1.087056106361183 0.87175009863717223 -0.33442580707145458 1.6515796589029248 0.12323524205581002 0.80159057829115132 -1.0967126739025117 leaf_weight=8926 22 20 37 35 33 29 46 36 24 leaf_count=8926 22 20 37 35 33 29 46 36 24 internal_value=0 0.0190696 0.0153316 0.0109879 0.0076751 0.0118573 0.714195 0.00597968 -0.655389 internal_weight=0 9186 9166 9129 9094 9037 75 8962 57 internal_count=9208 9186 9166 9129 9094 9037 75 8962 57 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=16 num_cat=1 split_feature=4 1 14 2 2 25 1 1 7 11 7 18 0 13 6 split_gain=341832 308352 206278 434741 329218 254638 337850 619342 318569 96229.4 65542 56782.9 51937 20530.5 690.45 threshold=1530.8125000000002 1318.45 52.345500000000008 1374.9750000000004 340.63500000000005 0 50.217500000000008 100.46247000000001 488.75250000000005 295.76250000000005 206.59500000000003 190.30000000000004 59.492500000000014 159.56250000000003 96.632500000000022 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 12 11 -7 13 -4 -12 right_child=-2 -3 4 -5 -6 10 7 -9 -10 -11 14 -13 -14 -15 -16 leaf_value=0.083547024133199504 1.3150175552368166 -1.0812335483844464 -0.1294095837238223 1.4538961794262841 -1.5156496601104739 -0.014394541573832013 1.7097857963337617 0.25731844776730206 -0.78730873584747318 0.4382604059965714 -0.28021703587203728 0.51922984361648561 -0.67163834724426263 -0.44251822452545164 -0.34669816062563941 leaf_weight=1817 20 26 129 21 20 6758 34 215 43 23 61 20 25 25 21 leaf_count=1817 20 26 129 21 20 6758 34 215 43 23 61 20 25 25 21 internal_value=0 0.00625441 0.00932374 0.0167599 -0.291805 0.0133949 0.109206 0.455647 0.0634143 -0.170632 -0.0161962 -0.01282 -0.24887 -0.180239 -0.297243 internal_weight=0 9238 9212 8990 222 8969 2109 249 1860 202 6860 6778 179 154 82 internal_count=9258 9238 9212 8990 222 8969 2109 249 1860 202 6860 6778 179 154 82 cat_boundaries=0 3 cat_threshold=17310080 2164260865 134217744 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=26 num_cat=2 split_feature=14 6 2 25 24 2 0 0 1 0 1 1 11 7 11 2 3 1 9 8 5 7 14 6 7 split_gain=239940 365628 313438 268580 567003 557073 1.93972e+06 619264 325655 288970 205946 120764 191847 100384 151445 97966.9 88126.1 84861.8 33642 26159.3 34821.6 17071.9 12174.8 8647.49 6169.96 threshold=52.345500000000008 1341.6425000000002 340.63500000000005 0 1 352.38000000000005 330.61600000000004 1005.9575000000001 485.55000000000001 184.44910000000004 47.808000000000007 114.75000000000001 198.37500000000003 199.87500000000003 360.14500000000004 904.12500000000011 515.86500000000012 258.76500000000004 10.766250000000001 53.520000000000003 71.988140000000001 404.76000000000005 173.80000000000004 96.632500000000022 261.37500000000006 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 9 7 15 8 -6 10 18 12 19 14 16 -7 17 -5 -1 20 22 23 -2 24 -15 right_child=2 -3 -4 13 5 6 -8 -9 -10 -11 -12 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=-0.23794493095116681 -0.12268195167831752 1.367633083343506 -1.4468734966624868 -0.0082701051169635324 0.22613715385451266 -0.12906640312888407 3.5556756752187555 -1.4320660082499186 -0.51715178062838896 -1.3578014379998913 0.73732735157012941 -0.89035260460593479 0.74769056983616045 -0.30066104116893949 0.84029250440143399 0.61957839012145999 0.63670711926051549 -0.3242876196184824 -0.66656261038780218 -0.56758346211910249 0.18422403704036366 -0.53468025667914032 -0.3315226755343692 -0.41959848022460938 -0.072116885185241703 leaf_weight=217 46 20 22 7128 1196 44 22 24 62 23 22 22 23 21 21 29 21 86 20 20 22 29 71 20 27 leaf_count=217 46 20 22 7128 1196 44 22 24 62 23 22 22 23 21 21 29 21 86 20 20 22 29 71 20 27 internal_value=0 0.0170439 -0.312842 0.0140465 0.12856 0.212358 0.952776 0.159147 0.189504 -0.273882 -0.188201 -0.190545 -0.105952 -0.0119489 -0.00769309 0.16834 -0.0101544 -0.0120374 -0.274115 -0.229435 -0.180781 -0.331533 -0.249414 -0.244897 -0.172105 internal_weight=0 9032 226 9012 1659 1377 95 1282 1258 282 259 204 182 7353 7256 73 7235 7214 237 159 139 97 117 68 48 internal_count=9258 9032 226 9012 1659 1377 95 1282 1258 282 259 204 182 7353 7256 73 7235 7214 237 159 139 97 117 68 48 cat_boundaries=0 3 4 cat_threshold=17301888 2164260865 134217728 129 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=9 num_cat=0 split_feature=12 4 6 1 5 17 2 6 split_gain=420824 418472 304124 419663 346361 150741 163223 62105.8 threshold=1206.0675000000003 1164.6975000000002 1253.9725000000001 1318.45 1279.9550000000002 31.902000000000001 157.58975000000007 169.17500000000004 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=0.0089558962163785328 -1.3725080748037859 1.1035686568873271 1.1094899833679199 -1.3155751609802246 -1.2447274015166543 -0.20827103633586674 0.24069860011055355 -0.76734460042870567 leaf_weight=8646 22 35 25 24 22 146 315 23 leaf_count=8646 22 35 25 24 22 146 315 23 internal_value=0 0.0121915 0.00803996 0.00503906 0.00850221 0.011522 0.0171022 -0.284358 internal_weight=0 9236 9201 9176 9152 9130 8961 169 internal_count=9258 9236 9201 9176 9152 9130 8961 169 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=12 num_cat=2 split_feature=12 4 6 1 25 17 24 15 6 6 6 split_gain=412450 410145 298072 411312 180573 228026 216342 86446.2 55656.5 54802.1 3393.44 threshold=1206.0675000000003 1164.6975000000002 1253.9725000000001 1318.45 0 1.7878000000000001 1 96.07050000000001 302.43750000000006 97.950000000000017 394.95000000000005 decision_type=2 2 2 2 9 2 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 -10 right_child=-2 -3 -4 -5 8 7 -8 -9 10 -11 -12 leaf_value=-0.21540205040169721 -1.3587830186973917 1.09253300176348 1.0983950523376467 -1.3024194129308067 -0.019795785605198891 -0.2112308837126379 0.13088507160094104 -0.88272551243121811 -0.25391870927810667 0.19325610385677677 -0.42323713697236159 leaf_weight=189 22 35 25 24 6551 73 2141 26 20 123 29 leaf_count=189 22 35 25 24 6551 73 2141 26 20 123 29 internal_value=0 0.0120696 0.00795956 0.00498867 0.00841719 0.082123 0.102433 -0.387583 -0.0183074 -0.0158693 -0.354128 internal_weight=0 9236 9201 9176 9152 2429 2330 99 6723 6674 49 internal_count=9258 9236 9201 9176 9152 2429 2330 99 6723 6674 49 cat_boundaries=0 3 4 cat_threshold=17310080 3238264833 201329168 128 is_linear=0 shrinkage=0.01 Tree=304 num_leaves=13 num_cat=1 split_feature=12 13 13 5 3 1 1 0 26 4 25 3 split_gain=404241 454629 521963 260640 255559 1.56142e+06 394174 496825 271524 210573 253491 7898.02 threshold=1206.0675000000003 548.95500000000004 874.60000000000014 1374.9750000000004 488.75250000000005 415.60849999999999 802.66250000000002 254.41050000000004 2022.5000000000002 1058.7500000000002 0 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 left_child=1 3 -3 4 6 8 9 -8 -6 10 -1 -10 right_child=-2 2 -4 -5 5 -7 7 -9 11 -11 -12 -13 leaf_value=0.12355972469614834 -1.345195188576525 2.1655498768034436 0.045858654242295488 -1.1058614146141779 0.53219591578921754 2.8063253427588424 -0.11227508068084717 -2.0477086893717447 -0.48896480878194176 -0.96825873402031992 -0.013833729631639131 -0.74182114283243816 leaf_weight=1633 22 21 26 21 37 23 36 21 30 22 7345 21 leaf_count=1633 22 21 26 21 37 23 36 21 30 22 7345 21 internal_value=0 0.011948 0.992955 0.0069303 0.00947923 0.486392 0.00363432 -0.82533 -0.119954 0.00888443 0.0112789 -0.593082 internal_weight=0 9236 47 9189 9168 111 9057 57 88 9000 8978 51 internal_count=9258 9236 47 9189 9168 111 9057 57 88 9000 8978 51 cat_boundaries=0 3 cat_threshold=17310080 2164260865 134217728 is_linear=0 shrinkage=0.01 Tree=305 num_leaves=12 num_cat=0 split_feature=4 19 5 2 9 18 11 0 10 9 2 split_gain=694742 302211 304306 214871 278602 184875 151082 157625 51957.4 7063.81 355.294 threshold=1530.8125000000002 366.90000000000003 1265.0725000000002 967.31750000000011 541.42000000000019 89.350000000000009 874.60000000000014 1165.3425000000004 74.355000000000004 817.62000000000012 1332.8500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -3 7 -1 9 -6 -5 right_child=-2 5 -4 10 8 -7 -8 -9 -10 -11 -12 leaf_value=-0.0087180507499594658 1.8568696899414061 0.18683453906666148 -1.0729094288084242 0.67481726782662532 -0.58516021819341757 1.4985898798987978 -0.83605615008961065 0.72971244285846582 -1.0508889140253481 -0.322564977645874 0.73298729124523354 leaf_weight=9029 20 22 27 21 21 21 22 29 23 20 21 leaf_count=9029 20 22 27 21 21 21 22 29 23 20 21 internal_value=0 -0.00893268 -0.0128364 -0.00972056 -0.0129984 0.827459 -0.00836419 -0.0063539 -0.67047 -0.457065 0.703902 internal_weight=0 9256 9213 9186 9144 43 9080 9058 64 41 42 internal_count=9276 9256 9213 9186 9144 43 9080 9058 64 41 42 is_linear=0 shrinkage=0.01 Tree=306 num_leaves=13 num_cat=2 split_feature=19 12 12 13 3 18 9 25 24 1 9 12 split_gain=293352 343216 833737 350330 298167 181196 162285 146425 794496 127542 12876.9 1007.17 threshold=366.90000000000003 465.34500000000008 312.37500000000006 548.95500000000004 58.875000000000007 89.350000000000009 541.42000000000019 0 1 362.77500000000003 788.58750000000009 788.58750000000009 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 3 6 11 -2 7 8 -1 -9 -8 -3 right_child=5 4 -4 -5 -6 -7 10 9 -10 -11 -12 -13 leaf_value=0.53022116645818218 0.18496618270874024 -0.32400026487267541 1.5152245118882923 0.96149193892607809 -1.750861174583435 1.4836039729345414 -0.73184554224428922 -0.027380516971304215 -0.12416838142501405 0.3023842025404217 -0.42361234058033342 -0.22821362222943986 leaf_weight=286 22 23 36 37 20 21 23 8143 492 119 33 21 leaf_count=286 22 23 36 37 20 21 23 8143 492 119 33 21 internal_value=0 -0.00869847 -0.00360467 -0.00959152 -0.738464 0.819185 -0.0135416 -0.0102171 0.120067 -0.0226035 -0.550208 -0.278284 internal_weight=0 9233 9169 9133 64 43 9096 9040 778 8262 56 44 internal_count=9276 9233 9169 9133 64 43 9096 9040 778 8262 56 44 cat_boundaries=0 3 4 cat_threshold=532608 218169345 67108864 531 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=11 num_cat=1 split_feature=4 19 11 2 9 18 3 25 10 9 split_gain=680711 290327 273377 265245 317802 177591 169193 177032 113542 22769.1 threshold=1530.8125000000002 366.90000000000003 874.60000000000014 1374.9750000000004 541.42000000000019 89.350000000000009 1205.5225000000003 0 74.355000000000004 844.84875000000011 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 -3 7 -1 9 -6 right_child=-2 5 -4 -5 8 -7 -8 -9 -10 -11 leaf_value=0.093378231254384284 1.8380745239257812 0.18311652703718706 -0.99921509674617226 1.1407563677714208 -0.62449694861536442 1.4687679751714071 -0.86374065067457106 -0.024750279151272161 -1.2931789814342154 -0.1631497220993042 leaf_weight=1514 20 22 28 20 23 21 23 7563 22 20 leaf_count=1514 20 22 28 20 23 21 23 7563 22 20 internal_value=0 -0.00878976 -0.0126159 -0.00960835 -0.0121187 0.810993 -0.00714192 -0.0049714 -0.708867 -0.409917 internal_weight=0 9256 9213 9185 9165 43 9100 9077 65 43 internal_count=9276 9256 9213 9185 9165 43 9100 9077 65 43 cat_boundaries=0 3 cat_threshold=532864 84213761 67109376 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=11 num_cat=2 split_feature=4 3 17 11 25 24 6 11 2 1 split_gain=667164 234678 262023 171637 132863 1.19173e+06 268045 218172 158863 152490 threshold=1530.8125000000002 1205.5225000000003 491.05000000000013 874.60000000000014 0 1 1.57605 494.73750000000007 199.87500000000003 497.97750000000002 decision_type=2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 -6 right_child=-2 -3 -4 -5 7 8 -8 -9 -10 -11 leaf_value=0.74796600924997492 1.8196936264038086 -0.90686475326275007 0.84559148152669272 -0.82055410605210533 -0.015132734367451821 -0.26664527176808911 -0.38382385834403659 0.88124800240551981 -1.1945793495178223 -0.4680163544972738 leaf_weight=232 20 29 36 26 8550 238 23 27 20 75 leaf_count=232 20 29 36 26 8550 238 23 27 20 75 internal_value=0 -0.00870112 -0.00587824 -0.00921334 -0.00691166 0.147891 0.62151 -0.0162425 -0.325945 -0.0190709 internal_weight=0 9256 9227 9191 9165 513 255 8652 258 8625 internal_count=9276 9256 9227 9191 9165 513 255 8652 258 8625 cat_boundaries=0 2 3 cat_threshold=532608 16842753 1811 is_linear=0 shrinkage=0.01 Tree=309 num_leaves=10 num_cat=1 split_feature=4 19 5 0 2 9 18 25 8 split_gain=653887 283284 296413 208938 501441 242496 173254 160425 13846.5 threshold=1530.8125000000002 366.90000000000003 1265.0725000000002 1470.5550000000003 967.31750000000011 690.66750000000013 89.350000000000009 0 43.440000000000005 decision_type=2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 7 -3 -1 -7 right_child=-2 6 -4 -5 -6 8 -8 -9 -10 leaf_value=0.091422230495462595 1.8014968490600587 0.18099973765286531 -1.0586285622031602 -1.0056456138974144 1.1244568247672839 -0.52888529968261722 1.4508582953044349 -0.02585344966995292 -0.87603948769745998 leaf_weight=1364 20 22 27 21 39 20 21 7715 27 leaf_count=1364 20 22 27 21 39 20 21 7715 27 internal_value=0 -0.00861411 -0.0123936 -0.00931845 -0.00703554 -0.011871 0.801163 -0.00816211 -0.728314 internal_weight=0 9256 9213 9186 9165 9126 43 9079 47 internal_count=9276 9256 9213 9186 9165 9126 43 9079 47 cat_boundaries=0 3 cat_threshold=8576 218169345 67109376 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=10 num_cat=1 split_feature=5 0 4 10 17 10 25 0 17 split_gain=514801 585731 350826 250228 168343 160501 170210 88025.8 34926.1 threshold=1435.0600000000002 1205.5225000000003 1120.4650000000004 1064.4750000000001 31.902000000000001 655.50000000000011 0 48.391820000000003 603.77750000000015 decision_type=2 2 2 2 2 2 9 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=0.17940878445390912 1.5002823525974933 1.2754109976026748 -1.14085004179566 1.065927264473655 -0.27806708818223297 -0.86917155629112619 -0.0048343280246416417 -0.81534804853899734 0.15564349044453013 leaf_weight=523 23 36 27 22 119 21 8459 29 22 leaf_count=523 23 36 27 22 119 21 8459 29 22 internal_value=0 0.00234194 -0.00262775 0.000714501 -0.00184024 0.00404647 0.00608806 -0.313594 -0.210396 internal_weight=0 9258 9222 9195 9173 9003 8982 170 141 internal_count=9281 9258 9222 9195 9173 9003 8982 170 141 cat_boundaries=0 2 cat_threshold=17309824 150994944 is_linear=0 shrinkage=0.01 Tree=311 num_leaves=9 num_cat=0 split_feature=5 0 5 10 11 10 17 10 split_gain=504555 574074 215267 212229 162283 157676 146934 30704.5 threshold=1435.0600000000002 1205.5225000000003 802.66250000000002 1064.4750000000001 538.6450000000001 636.15000000000009 31.902000000000001 134.19600000000003 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=0.0087527356839555686 1.4852794600569683 1.2626569101545546 -0.74397116440993094 1.0295467004776 -0.78353057400933623 -0.8855452485084534 -0.29513076454033088 -0.27421743106842039 leaf_weight=8932 23 36 39 20 29 20 162 20 leaf_count=8932 23 36 39 20 29 20 162 20 internal_value=0 0.00232041 -0.00259958 0.000549008 -0.00169698 0.00138878 0.00333937 -0.575648 internal_weight=0 9258 9222 9183 9163 9114 9094 49 internal_count=9281 9258 9222 9183 9163 9114 9094 49 is_linear=0 shrinkage=0.01 Tree=312 num_leaves=11 num_cat=1 split_feature=5 0 4 10 17 0 24 1 0 17 split_gain=494515 562650 343116 241587 161812 156785 516443 133032 86182.9 34222.3 threshold=1435.0600000000002 1205.5225000000003 1120.4650000000004 1064.4750000000001 31.902000000000001 210.75000000000003 0 1209.1250000000002 48.391820000000003 603.77750000000015 decision_type=2 2 2 2 2 2 1 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=-0.0013637403736296578 1.4704268298978391 1.2500303342607286 -1.1282197818546384 1.0473909499428489 -0.27229914989291121 -0.2400566161412459 0.6276707248938711 -0.81787104797363286 -0.80389931497902711 0.15701937241987748 leaf_weight=8721 23 36 27 22 119 120 142 20 29 22 leaf_count=8721 23 36 27 22 119 120 142 20 29 22 internal_value=0 0.0022972 -0.00257358 0.000731739 -0.00177851 0.00399289 0.245033 -0.00323196 -0.307425 -0.205313 internal_weight=0 9258 9222 9195 9173 9003 262 8741 170 141 internal_count=9281 9258 9222 9195 9173 9003 262 8741 170 141 cat_boundaries=0 1 cat_threshold=2784 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=15 num_cat=2 split_feature=5 1 5 25 24 6 26 1 1 1 1 1 26 1 split_gain=484671 172196 203151 187831 948441 292330 313035 174241 450591 160938 149680 117768 16205.4 453.362 threshold=1435.0600000000002 1272.8850000000002 802.66250000000002 0 1 14.013000000000002 2022.5000000000002 488.75250000000005 736.8325000000001 96.322500000000005 390.72000000000008 256.61250000000007 2022.5000000000002 593.34250000000009 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 6 -6 10 13 12 11 -5 -1 -9 right_child=-2 -3 -4 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.070381796700613841 1.4557224199046261 0.72335212707519536 -0.7299630945607235 -0.012236423457292223 0.46966580054634499 -0.416743408203125 1.3158182613937945 1.1169767925956033 -0.47237507635149462 -1.0435885136326153 -0.64575006278785496 0.34179469793721245 -0.26057317386070888 1.1827608585357667 leaf_weight=84 23 33 38 8584 95 20 81 22 29 24 37 95 96 20 leaf_count=84 23 33 38 8584 95 20 81 22 29 24 37 95 96 20 internal_value=0 0.00227842 -0.000301034 0.00271705 0.21193 0.693518 0.859088 -0.00703989 0.486336 -0.261557 -0.011067 -0.00836121 -0.171817 1.1483 internal_weight=0 9258 9225 9187 400 196 176 8787 71 204 8716 8679 180 42 internal_count=9281 9258 9225 9187 400 196 176 8787 71 204 8716 8679 180 42 cat_boundaries=0 2 3 cat_threshold=532608 16777216 2508 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=9 num_cat=0 split_feature=5 0 5 10 11 10 0 10 split_gain=475026 549832 206544 204462 159694 154479 124485 30265.7 threshold=1435.0600000000002 1205.5225000000003 802.66250000000002 1064.4750000000001 538.6450000000001 636.15000000000009 210.75000000000003 134.19600000000003 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=-0.0031226932211370004 1.4411652683175129 1.2356952571868898 -0.72875539363958897 1.0105161638259887 -0.77742484585992222 -0.876513900756836 0.21604362291343204 -0.27176424503326418 leaf_weight=8827 23 36 39 20 29 20 267 20 leaf_count=8827 23 36 39 20 29 20 267 20 internal_value=0 0.00225563 -0.00255936 0.000524782 -0.00167972 0.00138132 0.00331203 -0.571033 internal_weight=0 9258 9222 9183 9163 9114 9094 49 internal_count=9281 9258 9222 9183 9163 9114 9094 49 is_linear=0 shrinkage=0.01 Tree=315 num_leaves=14 num_cat=2 split_feature=5 6 4 17 25 10 10 24 3 0 0 17 16 split_gain=634160 397918 193949 190259 274174 249786 741341 247717 232613 129203 85742.7 37198.4 42267.2 threshold=1412.3803750000002 1144.97 1295.4950000000001 40.213800000000006 0 67.800000000000011 144.05250000000004 1 593.34250000000009 173.32500000000002 569.59500000000014 603.77750000000015 108.49500000000002 decision_type=2 2 2 2 9 2 2 1 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 11 -6 12 -5 right_child=-2 -3 -4 9 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.1023249659352234 1.7817519164085389 1.1302031184780983 -0.9883544951975346 -0.19942550015868621 -0.022842370998589084 2.3108791894912719 0.22489062159994377 0.17312096471114763 1.05478790473938 -1.0725090796606882 -0.53371892470302007 0.10963191509246827 -0.63962987488713763 leaf_weight=477 20 31 20 88 7337 20 115 998 20 21 33 26 29 leaf_count=477 20 31 20 88 7337 20 115 998 20 21 33 26 29 internal_value=0 -0.000852906 -0.00467071 -0.00252387 0.00362692 0.121453 0.533926 0.0845245 -0.0221772 -0.340067 -0.0251299 -0.232505 -0.308536 internal_weight=0 9215 9184 9164 9000 1610 135 1475 7390 164 7370 143 117 internal_count=9235 9215 9184 9164 9000 1610 135 1475 7390 164 7370 143 117 cat_boundaries=0 2 3 cat_threshold=8921472 65568 2182 is_linear=0 shrinkage=0.01 Tree=316 num_leaves=19 num_cat=2 split_feature=7 7 1 0 1 2 3 2 1 25 12 10 10 25 7 26 7 11 split_gain=394652 626318 426492 308109 229161 180618 480131 745009 209970 186520 181347 188245 722787 134678 88223.4 74764.9 12618.6 6924.82 threshold=336.94125000000003 441.88278000000008 31.849500000000003 1335.1525000000004 1318.45 144.56250000000003 352.38000000000005 497.97750000000002 169.17500000000004 0 515.18500000000006 64.050000000000011 103.13625000000002 1 717.64191000000005 2022.5000000000002 1071.6575 91.390500000000017 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 left_child=3 -2 14 4 5 10 8 -8 9 -7 11 13 -13 -1 -3 -10 -16 -12 right_child=1 2 -4 -5 -6 6 7 -9 15 -11 17 12 -14 -15 16 -17 -18 -19 leaf_value=0.26604757319136363 1.6414710912833343 0.080420221182016222 1.0955964383212002 -1.136939942042033 1.0410185432434083 0.49874021807287494 2.6164683532714843 -0.11301746559143067 -0.036318154335021974 -0.057285893172243217 -0.51915214061737058 1.4939982021749021 0.013650455845797316 -0.023408337064155238 -0.41037669324874876 -0.76985810019753209 -0.76560370922088627 -0.76241278561678794 leaf_weight=154 37 39 33 24 21 107 20 20 24 127 25 40 188 8281 20 33 20 22 leaf_count=154 37 39 33 24 21 107 20 20 24 127 25 40 188 8281 20 33 20 22 internal_value=0 0.513462 0.140817 -0.00539303 -0.00239621 -0.00481981 0.224461 1.25173 0.083256 0.215831 -0.013533 -0.0101721 0.273361 -0.017836 -0.258015 -0.460999 -0.58799 -0.633019 internal_weight=0 149 112 9086 9062 9041 331 40 291 234 8710 8663 228 8435 79 57 40 47 internal_count=9235 149 112 9086 9062 9041 331 40 291 234 8710 8663 228 8435 79 57 40 47 cat_boundaries=0 3 5 cat_threshold=524544 32 16 8192 65537 is_linear=0 shrinkage=0.01 Tree=317 num_leaves=9 num_cat=1 split_feature=5 2 10 25 26 0 10 1 split_gain=619159 321784 228799 221691 1.16937e+06 512020 202134 242507 threshold=1412.3803750000002 1422.3575000000001 1211.5375000000001 0 2022.5000000000002 1295.4950000000001 788.58750000000009 330.61600000000004 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 leaf_value=-0.46971371201907886 1.7605368442535401 1.2070987571369518 1.0388568605695452 -0.013895927621237597 1.4542513467497744 -1.5718348512195406 -1.0127536354064941 0.34906965715771021 leaf_weight=68 20 22 21 8816 59 21 20 188 leaf_count=68 20 22 21 8816 59 21 20 188 internal_value=0 -0.000858659 -0.00374945 -0.00613658 0.393141 -0.012164 -0.00854792 -0.00631735 internal_weight=0 9215 9193 9172 127 9045 9024 9004 internal_count=9235 9215 9193 9172 127 9045 9024 9004 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=318 num_leaves=14 num_cat=0 split_feature=5 6 4 17 1 1 0 0 1 0 0 17 12 split_gain=606838 385450 191481 187487 308600 743366 477690 271710 221272 129087 126967 36741.7 43953.8 threshold=1412.3803750000002 1144.97 1295.4950000000001 40.213800000000006 362.77500000000003 497.97750000000002 51.395000000000003 1205.5225000000003 1236.1260000000004 352.08500000000004 173.32500000000002 603.77750000000015 64.050000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -7 -1 11 12 -5 right_child=-2 -3 -4 10 5 8 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0063328247771015844 1.7429314360618591 1.1123450746843893 -0.9820114503111691 -0.21847516626273233 0.68702594952705587 -0.32650191043317323 2.5878933067321777 -1.1404482886904763 0.76828392028808601 0.30875345252228509 -1.0636266127086822 0.1091070057795598 -0.73333673667907717 leaf_weight=8684 20 31 20 97 39 80 20 21 24 132 21 26 20 leaf_count=8684 20 31 20 97 39 80 20 21 24 132 21 26 20 internal_value=0 -0.000850071 -0.00460759 -0.00247445 0.00363137 0.434789 1.33139 -0.0043214 -0.073859 -0.00161511 -0.33755 -0.230923 -0.306486 internal_weight=0 9215 9184 9164 9000 163 59 8837 104 8816 164 143 117 internal_count=9235 9215 9184 9164 9000 163 59 8837 104 8816 164 143 117 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=8 num_cat=1 split_feature=4 2 6 8 25 0 20 split_gain=400261 295893 225856 232625 200444 507999 179444 threshold=1422.3575000000001 1422.3575000000001 1253.9725000000001 1211.5375000000001 0 1295.4950000000001 464.11500000000007 decision_type=2 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 -6 right_child=-2 -3 -4 -5 5 -7 -8 leaf_value=0.3777201048766865 1.3819073159354074 1.1854197801862445 0.89380291734422956 -1.0829985277652741 -0.0034347117880280669 -1.6010482482910158 -0.95170537853240977 leaf_weight=126 21 21 28 20 8979 20 20 leaf_count=126 21 21 28 20 8979 20 20 internal_value=0 -0.000245831 -0.0029543 -0.00569399 -0.00333793 -0.00907026 -0.00554221 internal_weight=0 9214 9193 9165 9145 9019 8999 internal_count=9235 9214 9193 9165 9145 9019 8999 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=15 num_cat=2 split_feature=0 4 10 0 24 26 0 4 4 6 3 10 25 3 split_gain=373050 432387 408545 146424 493673 790458 308079 271153 183418 179721 143694 126052 133318 15635.9 threshold=1165.3425000000004 1120.4650000000004 1211.5375000000001 66.112500000000011 0 2022.5000000000002 486.41000000000003 217.52000000000004 362.12500000000006 206.14500000000001 644.32500000000016 541.75000000000011 1 1065.8000000000002 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 9 2 left_child=1 2 3 10 5 6 -5 -7 9 -6 11 12 -1 -12 right_child=-2 -3 -4 4 8 7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=0.22054738200908144 0.95342500877380376 -1.0651034354552245 1.4177552814483643 1.381588287572751 -0.13814214140308059 -0.14720534995623999 0.0051764941215515139 1.0243786214745563 0.76311413979530329 -0.98727953769266608 -0.40957144207424589 -0.61054847187466099 -0.024099582539059587 -0.77339513914925717 leaf_weight=219 40 39 20 87 227 140 20 23 20 28 27 36 8285 21 leaf_count=219 40 39 20 87 227 140 20 23 20 28 27 36 8285 21 internal_value=0 -0.0143984 -0.00992147 -0.0130479 0.145897 0.440192 1.12432 0.0181102 -0.153473 -0.231381 -0.0231346 -0.020068 -0.0175683 -0.568744 internal_weight=0 9192 9153 9133 545 270 107 163 275 255 8588 8540 8504 48 internal_count=9232 9192 9153 9133 545 270 107 163 275 255 8588 8540 8504 48 cat_boundaries=0 1 3 cat_threshold=95 8192 16842753 is_linear=0 shrinkage=0.01 Tree=321 num_leaves=13 num_cat=0 split_feature=1 4 1 1 1 0 6 2 0 3 1 3 split_gain=470494 475580 276018 555206 649472 214999 207502 166016 487445 166018 157401 1624.78 threshold=1236.1260000000004 1120.4650000000004 736.8325000000001 438.04750000000007 497.97750000000002 44.590000000000011 1253.9725000000001 438.71000000000009 303.97500000000008 721.76691000000005 593.34250000000009 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -4 7 9 -9 -1 -6 -3 right_child=-2 11 5 4 10 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.017279538565914833 1.2003522324562073 -1.1660615261793137 -0.11479573933974557 1.9585976262246407 -0.49904953832211701 -1.4975643880800769 0.93571619614310897 0.06804446441958649 1.7796504416465759 -0.64014624750891402 0.6708650456304136 -1.0385945205688476 leaf_weight=8853 32 20 23 31 23 22 23 99 20 43 23 20 leaf_count=8853 32 20 23 31 23 22 23 99 20 43 23 20 internal_value=0 -0.0143112 -0.00956 -0.005703 0.839848 -0.790816 -0.0129067 -0.015327 0.355709 -0.0202902 0.0859078 -1.10233 internal_weight=0 9200 9160 9115 77 45 9038 9015 119 8896 46 40 internal_count=9232 9200 9160 9115 77 45 9038 9015 119 8896 46 40 is_linear=0 shrinkage=0.01 Tree=322 num_leaves=13 num_cat=1 split_feature=1 4 10 1 1 1 2 0 25 1 0 3 split_gain=461131 466116 276744 168772 548726 636548 180264 565183 179124 154268 135502 1592.45 threshold=1236.1260000000004 1120.4650000000004 1211.5375000000001 736.8325000000001 438.04750000000007 497.97750000000002 437.62500000000006 303.97500000000008 0 593.34250000000009 44.590000000000011 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 -7 -5 -3 right_child=-2 11 -4 10 5 9 7 -9 -10 -11 -12 -13 leaf_value=-0.15108513475340035 1.1883487129211425 -1.1544008967876433 1.1371858433314732 -0.11364778912585716 1.9390117011531707 -0.49405906262605087 0.053866118812561037 1.8584524577004569 -0.0059799616823285086 0.66415641784667967 -1.23910475859046 -1.0282085647583008 leaf_weight=943 32 20 21 23 31 23 100 21 7955 23 20 20 leaf_count=943 32 20 21 23 31 23 100 21 7955 23 20 20 internal_value=0 -0.0141681 -0.0094644 -0.0120992 -0.00914455 0.831449 -0.0163211 0.367059 -0.0215346 0.0850487 -0.637116 -1.0913 internal_weight=0 9200 9160 9139 9096 77 9019 121 8898 46 43 40 internal_count=9232 9200 9160 9139 9096 77 9019 121 8898 46 43 40 cat_boundaries=0 2 cat_threshold=50332032 262144 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=13 num_cat=1 split_feature=1 4 10 1 1 1 2 0 25 1 0 3 split_gain=451956 456839 271238 165412 537808 623880 176679 553936 175685 151198 132806 1560.76 threshold=1236.1260000000004 1120.4650000000004 1211.5375000000001 736.8325000000001 438.04750000000007 497.97750000000002 437.62500000000006 303.97500000000008 0 593.34250000000009 44.590000000000011 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 -7 -5 -3 right_child=-2 11 -4 10 5 9 7 -9 -10 -11 -12 -13 leaf_value=-0.13608643375182974 1.1764652311801911 -1.1428568904399872 1.1258139955429802 -0.11251131119935409 1.9196215365009923 -0.48911846243816876 0.053327446365356447 1.8398679601578485 -0.0041059330244075393 0.65751485244087549 -1.2267137218117714 -1.0179264755249025 leaf_weight=1150 32 20 21 23 31 23 100 21 7748 23 20 20 leaf_count=1150 32 20 21 23 31 23 100 21 7748 23 20 20 internal_value=0 -0.0140281 -0.00937147 -0.01198 -0.00905483 0.823135 -0.0161597 0.363388 -0.021321 0.0841982 -0.630745 -1.08039 internal_weight=0 9200 9160 9139 9096 77 9019 121 8898 46 43 40 internal_count=9232 9200 9160 9139 9096 77 9019 121 8898 46 43 40 cat_boundaries=0 2 cat_threshold=50332032 262176 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=14 num_cat=2 split_feature=1 4 10 25 24 3 12 5 14 5 6 12 3 split_gain=442963 447746 265841 163914 961758 304762 160702 1.11763e+06 172710 182375 85224.8 10323.9 1529.7 threshold=1236.1260000000004 1120.4650000000004 1211.5375000000001 0 1 252.82950000000002 312.37500000000006 190.53000000000003 460.42500000000007 992.8900000000001 160.85000000000005 486.41000000000003 217.52000000000004 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 10 8 11 9 -5 -6 -8 -3 right_child=-2 12 -4 6 5 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.88878462325281182 1.1647005879878998 -1.1314283270835876 1.1145558675130207 -0.026132579231775366 -0.14456062379843332 1.0558477510724749 -0.12271073295956565 2.4634330520033836 0.73160179996490482 -0.93778488896109835 -0.80331668217976882 -0.40471348425921272 -1.0077472534179688 leaf_weight=124 32 20 21 8543 303 21 21 20 30 22 21 34 20 leaf_count=124 32 20 21 8543 303 21 21 20 30 22 21 34 20 internal_value=0 -0.0138893 -0.00927929 -0.0118617 0.168264 -0.108447 -0.0217745 0.439086 -0.0258213 -0.0284742 -0.187258 -0.29704 -1.06959 internal_weight=0 9200 9160 9139 469 345 8670 75 8595 8565 324 55 40 internal_count=9232 9200 9160 9139 469 345 8670 75 8595 8565 324 55 40 cat_boundaries=0 2 3 cat_threshold=532480 16842753 19 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=14 num_cat=0 split_feature=12 4 10 1 4 1 1 5 5 17 10 26 6 split_gain=446399 533301 378112 403068 852861 385294 539487 365856 263319 145582 122114 49063.5 18545.9 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 66.112500000000011 497.97750000000002 362.77500000000003 1211.5375000000001 57.780000000000008 91.800000000000026 636.15000000000009 2022.5000000000002 169.17500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 9 -6 10 -1 -7 -11 right_child=-2 -3 -4 4 8 11 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.0059455469805457049 -1.3640627691894769 1.6326995773315429 1.3382810247512091 -0.41648558831984001 2.1188272285461425 -0.13122925723471293 1.3227026517050606 -1.3666187722682952 0.79315332720356613 -0.29535644973516467 -0.75190462806008085 -0.59584736880134137 -0.61028573824011756 leaf_weight=8767 24 20 21 31 29 41 42 20 31 100 22 51 23 leaf_count=8767 24 20 21 31 29 41 42 20 31 100 22 51 23 internal_value=0 0.00153233 -0.00202219 -0.00509594 0.412923 0.0416597 0.584143 -0.015626 1.4339 -0.0125941 -0.00781278 -0.388789 -0.354246 internal_weight=0 9198 9178 9157 225 165 73 8932 60 8912 8789 92 123 internal_count=9222 9198 9178 9157 225 165 73 8932 60 8912 8789 92 123 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=13 num_cat=0 split_feature=12 4 1 3 1 5 26 0 0 2 1 2 split_gain=437516 522688 363076 1.38313e+06 434563 396431 324939 298784 251444 211028 187602 172237 threshold=1064.4750000000001 1530.8125000000002 293.06250000000006 492.37500000000006 736.8325000000001 1236.1260000000004 2022.5000000000002 173.94850000000002 1205.5225000000003 1013.1050000000001 593.34250000000009 715.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 7 8 -6 10 9 11 -4 -1 right_child=-2 -3 3 -5 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.0068455259146431805 -1.3504221334805093 1.6163725242614746 0.012202522122130102 2.5171669903507938 0.17852332874580665 -1.4183579003810882 -1.3220316473899347 1.3957999221801758 -1.0766505640203303 0.87647843254937075 1.0749534158706664 -0.93589173126220704 leaf_weight=8861 24 20 98 27 27 20 31 25 22 27 20 20 leaf_count=8861 24 20 98 27 27 20 31 25 22 27 20 20 internal_value=0 0.00151701 -0.00200196 0.392064 0.106602 -0.0120407 -0.623497 0.402727 -0.00889109 -0.00625406 0.19233 -0.00893774 internal_weight=0 9198 9178 228 201 8950 58 143 8930 8908 118 8881 internal_count=9222 9198 9178 228 201 8950 58 143 8930 8908 118 8881 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=17 num_cat=3 split_feature=12 7 4 4 1 0 0 24 0 1 25 5 7 25 6 7 split_gain=428809 512817 2.83684e+06 361845 328787 250368 245344 771053 551820 517552 191311 190801 174958 117898 32133.2 24848 threshold=1064.4750000000001 319.12500000000006 511.57000000000005 1120.4650000000004 31.849500000000003 1587.2775000000001 66.112500000000011 0 300.91450000000003 68.280000000000015 1 47.808000000000007 426.65000000000009 2 144.56250000000003 591.48000000000013 decision_type=2 2 2 2 2 2 2 1 2 2 9 2 2 9 2 2 left_child=1 3 4 5 12 6 10 8 -8 -9 11 -1 -3 -12 15 -14 right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11 13 -13 14 -15 -16 -17 leaf_value=-0.39370267881601345 -1.3369179218014082 0.48470688595221595 4.0856415081024169 -1.0869682824227118 0.88309468163384341 -1.0953404308500745 0.18325139541923999 0.36971389502124058 -0.77266431621669496 1.4537558550670229 0.057734180924458423 0.6282718825340271 -0.073426563956520779 -0.028800386958808454 -0.78633690812371004 -0.50473556827096377 leaf_weight=211 24 26 20 31 36 21 160 183 97 58 2105 20 22 6152 22 34 leaf_count=211 24 26 20 31 36 21 160 183 97 58 2105 20 22 6152 22 34 internal_value=0 0.00150184 0.562693 -0.00843294 0.0594142 -0.00472087 -0.00217213 0.213549 -0.170892 0.60548 -0.0148287 -0.292555 -0.225706 -0.00669653 -0.46251 -0.335293 internal_weight=0 9198 160 9038 140 9007 8986 498 257 241 8488 231 104 8257 78 56 internal_count=9222 9198 160 9038 140 9007 8986 498 257 241 8488 231 104 8257 78 56 cat_boundaries=0 1 2 5 cat_threshold=3808 532480 295764352 1310984288 512 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=13 num_cat=1 split_feature=12 4 10 1 4 1 1 0 0 2 1 25 split_gain=420276 510976 365119 382761 823892 375034 528031 304456 218375 200176 186454 166810 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 66.112500000000011 497.97750000000002 362.77500000000003 1205.5225000000003 254.41050000000004 1013.1050000000001 470.16250000000008 0 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 left_child=1 2 3 7 5 6 -5 9 -7 11 -6 -1 right_child=-2 -3 -4 4 10 8 -8 -9 -10 -11 -12 -13 leaf_value=-0.36782413399580755 -1.3235487318768477 1.5981469001770021 1.3150822176252093 -0.41729821389721289 0.8843711185455323 -0.089637847729583289 1.3033241589864095 -1.1643218811698581 -1.1848241115570068 0.83188815116882331 2.0017678271021162 -0.009623458232343611 leaf_weight=122 24 20 21 31 32 67 42 23 25 28 28 8759 leaf_count=122 24 20 21 31 32 67 42 23 25 28 28 8759 internal_value=0 0.00148713 -0.00199219 -0.00501267 0.40234 0.0374366 0.572649 -0.015274 -0.387243 -0.0123076 1.40582 -0.0149691 internal_weight=0 9198 9178 9157 225 165 73 8932 92 8909 60 8881 internal_count=9222 9198 9178 9157 225 165 73 8932 92 8909 60 8881 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=329 num_leaves=12 num_cat=0 split_feature=12 4 10 1 3 1 5 26 0 0 2 split_gain=411910 500810 357856 375151 1.56666e+06 425054 351170 315965 285726 236804 204966 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 492.37500000000006 736.8325000000001 1211.5375000000001 2022.5000000000002 173.94850000000002 1205.5225000000003 1013.1050000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 8 9 -7 -5 10 -1 right_child=-2 -3 -4 4 -6 7 -8 -9 -10 -11 -12 leaf_value=-0.012241038803734547 -1.3103132492303848 1.5821654243469236 1.3019313630603608 0.19057495883387379 2.7584715198516849 0.1728302710144608 -1.3387269961833954 -1.3068606142843924 1.3683337432861327 -1.0483625117215243 0.86036858593976051 leaf_weight=8863 24 20 21 117 25 27 20 31 25 22 27 leaf_count=8863 24 20 21 117 25 27 20 31 25 22 27 internal_value=0 0.00146816 -0.00197638 -0.00496666 0.398316 0.103297 -0.0151255 -0.618039 0.397927 -0.0121551 -0.00959082 internal_weight=0 9198 9178 9157 225 200 8932 58 142 8912 8890 internal_count=9222 9198 9178 9157 225 200 8932 58 142 8912 8890 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=15 num_cat=0 split_feature=18 11 0 8 1 4 2 20 1 3 3 4 3 4 split_gain=211581 222346 248112 755526 620733 320228 185282 168830 136847 134376 232927 48457.1 6498.57 4348.44 threshold=765.88 806.46500000000003 352.08500000000004 328.74048000000005 644.32500000000016 652.50000000000011 308.62500000000006 355.67500000000007 177.05000000000004 644.32500000000016 497.97750000000002 1295.4950000000001 1065.8000000000002 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 6 7 8 9 -4 10 -1 13 -11 -7 right_child=-2 -3 3 -5 -6 11 -8 -9 -10 12 -12 -13 -14 -15 leaf_value=-0.0077140685941504382 0.93421114921569826 -0.85141794327766662 0.34519801899538199 2.1389711888631187 -1.5263568561077119 -0.63424974169049952 1.21749526932126 0.84982934661533527 -0.51387475880709554 -0.67064204008682926 1.0726929445266724 -1.1238567619323729 -0.4302390389008956 -0.43521930082984589 leaf_weight=8804 24 31 118 21 20 21 21 23 22 23 20 20 22 23 leaf_count=8804 24 31 118 21 20 21 21 23 22 23 20 20 22 23 internal_value=0 -0.00594388 -0.00308194 0.343499 0.135184 -0.010899 0.341587 -0.005826 0.210201 -0.00804497 -0.00526528 -0.715725 -0.553112 -0.530211 internal_weight=0 9189 9158 202 181 8956 161 8892 140 8869 8824 64 45 44 internal_count=9213 9189 9158 202 181 8956 161 8892 140 8869 8824 64 45 44 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=12 num_cat=0 split_feature=9 7 1 0 2 3 0 18 4 1 4 split_gain=230108 317214 205655 271724 291446 275072 262024 221048 194177 140516 20612.3 threshold=1219.7885000000003 1158.4775000000002 1209.1250000000002 352.08500000000004 308.62500000000006 172.12500000000003 1205.5225000000003 765.88 652.50000000000011 438.04750000000007 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 -10 right_child=-2 -3 -4 4 -6 -7 -8 -9 10 -11 -12 leaf_value=-0.010571609442640271 1.018034099665555 -1.0882239352332221 -0.890824530674861 0.24514797750165909 1.3594729958130762 1.2856811046600343 -0.94357983329079376 1.0420571594238281 -0.3792470019204276 0.39102228972044856 -0.75076935924589638 leaf_weight=8783 22 27 26 118 26 21 22 20 28 88 32 leaf_count=8783 22 27 26 118 26 21 22 20 28 88 32 internal_value=0 -0.00590491 -0.00271606 -0.000189163 0.377082 0.218435 0.0583479 -0.00807093 -0.0104226 -0.00658781 -0.577392 internal_weight=0 9191 9164 9138 187 161 140 8951 8931 8871 60 internal_count=9213 9191 9164 9138 187 161 140 8951 8931 8871 60 is_linear=0 shrinkage=0.01 Tree=332 num_leaves=10 num_cat=0 split_feature=6 5 2 4 0 0 0 5 4 split_gain=252645 543173 182274 222025 192782 243367 190354 45625.1 3969.42 threshold=1253.9725000000001 1279.9550000000002 1422.3575000000001 593.34250000000009 1374.9750000000004 1005.9575000000001 293.81250000000006 173.80000000000004 1058.7500000000002 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=-0.0062531653158547501 0.92847966555891359 -1.5757802217656918 0.95101496982574463 -0.828390724182129 0.95659991673060829 -0.98792053222656251 0.33254543386267488 -0.17267920804023743 -0.64635760058527414 leaf_weight=8859 29 22 20 25 21 25 169 20 23 leaf_count=8859 29 22 20 25 21 25 169 20 23 internal_value=0 -0.00636786 -0.00259936 -0.00468558 -0.000419443 -0.00263942 8.89883e-05 -0.573964 -0.741167 internal_weight=0 9184 9162 9142 9074 9053 9028 68 48 internal_count=9213 9184 9162 9142 9074 9053 9028 68 48 is_linear=0 shrinkage=0.01 Tree=333 num_leaves=10 num_cat=0 split_feature=6 5 2 4 0 0 0 5 4 split_gain=247617 532364 178647 217606 188946 238524 186566 44717.2 3890.43 threshold=1253.9725000000001 1279.9550000000002 1422.3575000000001 593.34250000000009 1374.9750000000004 1005.9575000000001 293.81250000000006 173.80000000000004 1058.7500000000002 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=-0.0061906329591429818 0.91919484105603444 -1.5600224347548053 0.94150473499298104 -0.82010680694580074 0.94703395298549109 -0.97804131164550789 0.32921999204088243 -0.1709524084329605 -0.63989401278288471 leaf_weight=8859 29 22 20 25 21 25 169 20 23 leaf_count=8859 29 22 20 25 21 25 169 20 23 internal_value=0 -0.00630419 -0.00257336 -0.00463873 -0.000415248 -0.00261302 8.80994e-05 -0.568225 -0.733755 internal_weight=0 9184 9162 9142 9074 9053 9028 68 48 internal_count=9213 9184 9162 9142 9074 9053 9028 68 48 is_linear=0 shrinkage=0.01 Tree=334 num_leaves=15 num_cat=1 split_feature=6 5 1 1 1 1 25 0 10 4 2 0 4 1 split_gain=242690 521770 178258 491611 299464 314940 207891 587246 365269 190120 149539 139039 21956.5 5.75888 threshold=1253.9725000000001 1279.9550000000002 736.8325000000001 462.80000000000007 515.86500000000012 593.34250000000009 0 453.00000000000006 96.07050000000001 593.34250000000009 438.71000000000009 254.41050000000004 1205.5225000000003 1065.8000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 8 -1 10 -8 13 -11 -4 right_child=-2 -3 11 4 5 -7 9 -9 -10 12 -12 -13 -14 -15 leaf_value=0.038481997825003958 0.91000291363946317 -1.5444221617958764 -0.15493574857711792 1.8891263632774355 -0.47205571220034642 1.2217622773543648 -0.016339189824019881 1.7005814804077148 1.2432934859946922 -0.44944959555902791 0.39802360552278432 -1.1093908119201661 -0.86823622976030623 -0.16252448034286499 leaf_weight=370 29 22 20 20 21 23 8471 25 27 31 88 25 21 20 leaf_count=370 29 22 20 20 21 23 8471 25 27 31 88 25 21 20 internal_value=0 -0.00624114 -0.00254763 0.00118089 0.87453 0.413349 -0.0050069 0.209078 0.120421 -0.0157231 -0.0120789 -0.524369 -0.618575 -0.15873 internal_weight=0 9184 9162 9097 64 44 9033 422 397 8611 8559 65 52 40 internal_count=9213 9184 9162 9097 64 44 9033 422 397 8611 8559 65 52 40 cat_boundaries=0 2 cat_threshold=532480 67108864 is_linear=0 shrinkage=0.01 Tree=335 num_leaves=11 num_cat=3 split_feature=5 4 18 2 17 25 24 25 10 16 split_gain=485403 411249 229172 221794 172627 156948 221662 102061 84283.7 43538 threshold=1435.0600000000002 1374.9750000000004 765.88 1374.9750000000004 31.902000000000001 0 1 2 85.544000000000025 114.60000000000002 decision_type=2 2 2 2 2 9 1 9 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=-0.093668621822354012 1.4492391718988833 -1.2861428833007813 1.017586471384222 1.0476497793197632 -0.11486092150211334 -0.3206598137178992 0.11601358029169306 -0.0223025584481783 -0.78528606645762922 -0.53175057418418659 leaf_weight=666 23 25 22 20 104 107 2002 6177 32 33 leaf_count=666 23 25 22 20 104 107 2002 6177 32 33 internal_value=0 -0.00531562 -0.00182106 -0.00427451 -0.0065811 -0.000603641 0.0635173 -0.0278842 -0.32321 -0.21528 internal_weight=0 9188 9163 9141 9121 8952 2668 6284 169 137 internal_count=9211 9188 9163 9141 9121 8952 2668 6284 169 137 cat_boundaries=0 3 4 6 cat_threshold=2231894400 2566914081 2576 385 8192 65536 is_linear=0 shrinkage=0.01 Tree=336 num_leaves=25 num_cat=4 split_feature=12 7 13 1 0 1 0 24 2 0 0 25 1 0 1 25 24 18 9 1 7 7 1 26 split_gain=383448 490131 1.28923e+06 1.09046e+06 211844 618061 612481 459695 431560 457823 275099 264450 176708 167874 167825 96539.8 446748 111816 82982.5 78701.2 57672.9 30849.7 28805.1 15700.4 threshold=1064.4750000000001 319.12500000000006 1.7878000000000001 288.59250000000003 66.112500000000011 479.25000000000006 449.26500000000004 0 190.42000000000004 99.902500000000018 300.91450000000003 1 422.52500000000009 244.35500000000002 129.39000000000001 2 3 456.25000000000006 69.862500000000026 723.37500000000011 648.00000000000011 462.80000000000007 485.55000000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 4 3 18 11 7 -7 8 9 -6 13 23 15 -9 -12 16 -13 -17 20 22 21 -3 -14 -1 right_child=-2 2 -4 -5 5 6 -8 10 -10 -11 14 12 19 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.42709969392189612 -1.2640234741568566 -0.33046849783729104 2.636196692085266 2.3191004772186279 1.6254422963749278 2.5012353858080778 0.11364583810170492 -0.10766591919190957 1.6482298385620118 0.1020547193382423 -0.43215284797880388 0.62067984845489266 -0.41003975772857665 0.80153819044431052 -1.4676317212283612 -0.017879154855795658 -0.14185243710423961 0.62674255759627739 0.3746214842796326 -0.1043804305308574 -0.01865624048643642 -0.79321384124755867 -0.89381805002689363 -0.67403726895650229 leaf_weight=52 24 34 25 20 22 22 21 132 25 191 72 118 20 24 20 7973 188 27 20 37 36 25 32 51 leaf_count=52 24 34 25 20 22 22 21 132 25 191 72 118 20 24 20 7973 188 27 20 37 36 25 32 51 internal_value=0 0.00162753 0.550259 0.163974 -0.00809674 0.186066 1.3352 0.0843936 0.388943 0.2594 -0.214894 -0.0201834 -0.0136744 0.0322116 -0.657257 -0.00894151 0.162532 -0.015684 -0.21083 -0.456911 -0.334083 -0.526547 -0.707749 -0.500753 internal_weight=0 9187 160 135 9027 529 43 486 238 213 248 8498 8395 156 92 8306 306 8000 115 89 95 59 52 103 internal_count=9211 9187 160 135 9027 529 43 486 238 213 248 8498 8395 156 92 8306 306 8000 115 89 95 59 52 103 cat_boundaries=0 1 3 6 7 cat_threshold=1055 8192 65536 16777344 2164260865 2048 1648 is_linear=0 shrinkage=0.01 Tree=337 num_leaves=20 num_cat=2 split_feature=12 7 4 11 4 1 14 25 24 9 8 26 11 12 7 4 9 1 7 split_gain=375820 480368 2.94158e+06 327322 297336 200349 140374 204146 658436 160135 130498 107473 79959.5 99992.7 42293.2 32053.9 15688.9 11359.3 10514.6 threshold=1064.4750000000001 319.12500000000006 540.74500000000012 115.57500000000002 1120.4650000000004 31.849500000000003 52.345500000000008 0 1 480.02500000000003 515.18500000000006 2022.5000000000002 198.37500000000003 92.100000000000023 431.62500000000006 30.270000000000003 788.58750000000009 74.355000000000004 648.00000000000011 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 5 6 14 7 8 11 10 -9 -1 13 15 -3 -8 -11 -10 -16 right_child=-2 2 -4 -5 -6 -7 12 9 17 16 -12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=0.67329221026102704 -1.2513832457363605 -0.050676941299438484 4.1321523113250729 1.1521043890172786 -0.92792177704402379 0.57995804963288489 -0.33485092313880593 -0.0066268901620181288 -0.19846342422068119 -0.79241327671777639 0.53938370617953213 1.3328453540802003 0.22008936677660262 -1.0206362967193128 -0.66775505373554855 0.059625862348079685 -0.42492103833418626 0.057800455093383787 -0.41485249592576706 leaf_weight=60 24 25 20 22 35 27 117 8461 128 21 44 42 28 20 31 25 26 20 35 leaf_count=60 24 25 20 22 35 27 117 8461 128 21 44 42 28 20 31 25 26 20 35 internal_value=0 0.00161647 0.544757 0.0322714 -0.00801047 -0.176511 -0.00442986 0.00137513 0.277422 -0.00701073 -0.00380214 0.860509 -0.273353 -0.35864 -0.400958 -0.265401 -0.58912 -0.153464 -0.53364 internal_weight=0 9187 160 140 9027 118 8992 8802 250 8552 8505 102 190 162 91 142 47 148 66 internal_count=9211 9187 160 140 9027 118 8992 8802 250 8552 8505 102 190 162 91 142 47 148 66 cat_boundaries=0 1 2 cat_threshold=524416 794 is_linear=0 shrinkage=0.01 Tree=338 num_leaves=11 num_cat=0 split_feature=5 4 18 2 17 15 1 1 8 16 split_gain=466953 398427 220277 213227 171149 114535 111687 325628 104908 43670.7 threshold=1435.0600000000002 1374.9750000000004 765.88 1374.9750000000004 31.902000000000001 173.80000000000004 293.06250000000006 497.97750000000002 874.60000000000014 108.49500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 leaf_value=-0.0039327735935718111 1.4214498934538469 -1.2658963729858399 0.99767177321694123 1.0272468852996826 -0.11172532452991954 -0.88205847279230754 0.63309218534148559 -0.17191169018745422 -0.64009042373070346 -0.55366392391068597 leaf_weight=8725 23 25 22 20 111 30 101 100 26 28 leaf_count=8725 23 25 22 20 111 30 101 100 26 28 internal_value=0 -0.00519419 -0.00175453 -0.00415989 -0.0064215 -0.321691 -0.000469689 0.232593 -0.00582285 -0.200749 internal_weight=0 9188 9163 9141 9121 169 8952 201 8751 139 internal_count=9211 9188 9163 9141 9121 169 8952 201 8751 139 is_linear=0 shrinkage=0.01 Tree=339 num_leaves=14 num_cat=1 split_feature=5 4 0 26 0 0 1 0 24 19 8 0 0 split_gain=457661 390498 236823 780106 287822 185910 360319 786482 277151 226388 137669 108079 45842.8 threshold=1435.0600000000002 1374.9750000000004 744.3325000000001 2022.5000000000002 603.77750000000015 66.112500000000011 232.70000000000002 287.36250000000007 0 518.68250000000012 1211.5375000000001 1265.0725000000002 1081.6425000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 11 5 9 8 -8 -7 10 -1 -4 -5 right_child=-2 -3 3 12 -6 6 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.014558836944793017 1.4072354150855022 -1.2532373825073242 0.07487767696380615 1.1413639245033265 -1.0572349856450007 0.46524688405375331 1.8233918978038588 -0.32293729551376837 -0.10340161921714973 0.9991246286305514 -0.80662991913882165 -0.95228349594842832 1.8028698730468751 leaf_weight=8556 23 25 20 20 26 114 38 31 271 22 22 21 22 leaf_count=8556 23 25 20 20 26 114 38 31 271 22 22 21 22 internal_value=0 -0.00514225 -0.00173699 0.53 -0.00659758 -0.00358051 0.19364 0.859099 0.074376 -0.0139919 -0.0165903 -0.451229 1.48787 internal_weight=0 9188 9163 83 9080 9054 454 69 385 8600 8578 41 42 internal_count=9211 9188 9163 83 9080 9054 454 69 385 8600 8578 41 42 cat_boundaries=0 1 cat_threshold=2058 is_linear=0 shrinkage=0.01 Tree=340 num_leaves=15 num_cat=0 split_feature=0 1 2 5 18 15 3 1 6 2 6 3 2 9 split_gain=740897 524041 389739 531231 178622 171802 134726 131465 130246 181118 105427 83024.4 74568.8 58626.4 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 636.15000000000009 67.800000000000011 66.112500000000011 485.55000000000001 379.49000000000007 457.74500000000006 960.95500000000004 346.12500000000006 904.12500000000011 64.050000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 8 13 11 9 -1 -10 12 -4 -7 right_child=1 -3 7 -5 -6 6 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=0.0078865205555148712 0.27637832164764403 2.439464296613421 -0.3157950548223547 1.3818368103248733 0.94628957176208506 -0.11161590419769286 -0.96139671002273208 0.10147601490929013 -0.52523760503530503 0.77361307574856664 0.169894614537557 -1.3455208549499511 -1.0069664827982585 -0.69473961210250845 leaf_weight=8684 24 21 37 28 20 125 27 21 80 31 30 20 27 20 leaf_count=8684 24 21 37 28 20 125 27 21 80 31 30 20 27 20 internal_value=0 1.28582 -0.000469161 0.00656264 0.00229208 0.000193608 -0.312817 -0.606209 0.00629421 0.0106103 -0.335656 -0.78313 -0.607383 -0.192047 internal_weight=0 45 9150 9045 9017 8997 172 105 8825 8715 110 84 64 145 internal_count=9195 45 9150 9045 9017 8997 172 105 8825 8715 110 84 64 145 is_linear=0 shrinkage=0.01 Tree=341 num_leaves=15 num_cat=2 split_feature=0 1 2 5 18 15 25 24 3 1 3 3 2 17 split_gain=726153 513613 381983 520659 175068 168383 212385 396594 132045 128849 104678 81372.2 73084.9 44356.2 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 636.15000000000009 67.800000000000011 0 1 66.112500000000011 485.55000000000001 593.34250000000009 346.12500000000006 904.12500000000011 52.345500000000008 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 13 11 -8 12 -4 -7 right_child=1 -3 9 -5 -6 8 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.062266653827685668 0.27361451466878256 2.41506958371117 -0.31263710427928615 1.3680184462240763 0.936826681137085 -0.11615688207672864 -0.014996428735136852 0.30361868532979563 -0.95178274556442544 0.10046130407424202 0.70940689802169798 -1.3320656471252443 -0.99689681582980683 -0.60368257338350473 leaf_weight=560 24 21 37 28 20 123 7627 618 27 21 20 20 27 22 leaf_count=560 24 21 37 28 20 123 7627 618 27 21 20 20 27 22 internal_value=0 1.27296 -0.000464469 0.00649702 0.00226916 0.000191672 0.00623127 0.130623 -0.309689 -0.600147 -0.0130847 -0.775299 -0.601309 -0.190126 internal_weight=0 45 9150 9045 9017 8997 8825 1178 172 105 7647 84 64 145 internal_count=9195 45 9150 9045 9017 8997 8825 1178 172 105 7647 84 64 145 cat_boundaries=0 3 4 cat_threshold=16785792 33 67108864 3474 is_linear=0 shrinkage=0.01 Tree=342 num_leaves=15 num_cat=2 split_feature=0 1 2 5 18 15 25 24 1 10 10 2 12 2 split_gain=711700 503392 374385 510296 171583 165036 208218 388829 126284 77450.5 76815.2 73369.4 27334.7 17485.3 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 636.15000000000009 67.800000000000011 0 1 485.55000000000001 174.37500000000003 523.74000000000012 1164.4950000000001 73.160000000000011 715.87500000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 11 12 -8 13 -7 -4 right_child=1 -3 8 -5 -6 9 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.061654906950629591 0.27087835788726805 2.3909189024425688 -0.39388848084669847 1.3543382043072156 0.92745840835571292 -0.28129003884270787 -0.011268371818090071 0.30063085078054175 0.099456686746506456 -0.86068424918434849 -0.60301796392960982 -1.2636835583773527 0.10029069987210361 -0.73421419143676758 leaf_weight=560 24 21 26 28 20 128 7625 618 21 22 22 22 22 36 leaf_count=560 24 21 26 28 20 128 7625 618 21 22 22 22 22 36 internal_value=0 1.26023 -0.000457187 0.00643472 0.00224914 0.000192438 0.00617169 0.129337 -0.594145 -0.306592 -0.0129539 -0.767546 -0.225325 -0.591497 internal_weight=0 45 9150 9045 9017 8997 8825 1178 105 172 7647 84 150 62 internal_count=9195 45 9150 9045 9017 8997 8825 1178 105 172 7647 84 150 62 cat_boundaries=0 3 4 cat_threshold=16785792 33 67108864 3474 is_linear=0 shrinkage=0.01 Tree=343 num_leaves=16 num_cat=1 split_feature=0 2 5 0 18 15 25 6 3 3 6 0 2 9 2 split_gain=697534 366938 500139 289346 168168 161754 205085 331024 129224 102648 88194.4 96240.3 72367.2 57208 31.4166 threshold=1205.5225000000003 569.59500000000014 1144.97 1587.2775000000001 636.15000000000009 67.800000000000011 0 216.67794000000004 66.112500000000011 593.34250000000009 288.59250000000003 173.94850000000002 1120.4650000000004 64.050000000000011 844.84875000000011 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 6 7 -1 13 -8 11 12 14 -7 -3 right_child=3 10 -4 -5 -6 8 9 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.1708669564173077 2.067517537203702 -0.69263566017150879 1.3407947816167558 0.46338655554729963 0.91818385505676281 -0.10579557137966156 -0.014922279895928233 -0.52408627431686616 -0.93872457566084688 0.70242557430267338 0.0092720394134521485 -0.1221749038696289 -1.3984182139805383 -0.68182172584533685 -0.67566553258895878 leaf_weight=1122 22 24 28 23 20 125 7610 73 27 20 20 20 21 20 20 leaf_count=1122 22 24 28 23 20 125 7610 73 27 20 20 20 21 20 20 internal_value=0 -0.000450003 0.00637301 1.24763 0.0022293 0.000193169 0.00611268 0.127348 -0.303526 -0.0130249 -0.588204 -0.728786 -0.915436 -0.185247 -0.684922 internal_weight=0 9150 9045 45 9017 8997 8825 1195 172 7630 105 85 65 145 44 internal_count=9195 9150 9045 45 9017 8997 8825 1195 172 7630 105 85 65 145 44 cat_boundaries=0 3 cat_threshold=16785792 33 67109376 is_linear=0 shrinkage=0.01 Tree=344 num_leaves=16 num_cat=1 split_feature=0 1 2 5 18 6 25 6 1 2 3 4 5 2 26 split_gain=683653 492881 359636 490186 164821 149714 225666 202224 123390 107310 102547 81092.3 61095 40923.5 8071.57 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 636.15000000000009 379.49000000000007 0 175.23750000000004 485.55000000000001 199.87500000000003 593.34250000000009 256.61250000000007 51.82500000000001 715.87500000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 11 12 -8 13 -7 -4 -15 right_child=1 -3 8 -5 -6 9 10 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=0.16305766228291863 0.25618342081705731 2.3539732179187594 -0.23064387429844249 1.3273868095874786 0.90900197982788089 -0.30650544636285126 -0.015532713846961517 -0.78496002000311149 0.10328409240359353 0.32003881168365483 0.70143891000747682 -1.3095318374633789 -0.82696464033687822 -0.90844198799133302 -0.63086895075711336 leaf_weight=1037 24 21 22 28 20 67 7796 23 21 20 20 20 34 20 22 leaf_count=1037 24 21 22 28 20 67 7796 23 21 20 20 20 34 20 22 internal_value=0 1.23515 -0.000445503 0.00630928 0.00220701 0.000191238 0.00495408 0.141156 -0.582322 -0.349189 -0.0136806 -0.753723 -0.48171 -0.580033 -0.763047 internal_weight=0 45 9150 9045 9017 8997 8876 1060 105 121 7816 84 101 64 42 internal_count=9195 45 9150 9045 9017 8997 8876 1060 105 121 7816 84 101 64 42 cat_boundaries=0 3 cat_threshold=16785792 262145 67109376 is_linear=0 shrinkage=0.01 Tree=345 num_leaves=18 num_cat=2 split_feature=12 12 4 5 2 25 24 26 26 2 2 3 2 9 2 2 12 split_gain=319326 370348 1.69188e+06 347674 282653 283970 1.1458e+06 631273 224919 206248 154417 119212 87489.5 79500.7 74545.5 64380.7 3952.94 threshold=1206.0675000000003 312.37500000000006 14.655000000000003 1211.5375000000001 569.59500000000014 0 1 2022.5000000000002 2022.5000000000002 47.808000000000007 352.38000000000005 1065.8000000000002 967.31750000000011 14.811000000000002 444.37800000000004 967.31750000000011 503.46500000000009 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 6 7 -1 12 -8 11 -7 -6 16 -12 -10 -3 right_child=-2 2 -4 -5 8 10 9 -9 15 -11 14 -13 -14 -15 -16 -17 -18 leaf_value=0.42068321545918785 -1.261057152211666 -0.52616668137637046 2.854173001098633 -1.1150056847504208 -0.5009181079864502 -0.0073397510339844353 -0.21313536151049006 1.8170225215349041 -0.71057354990641275 0.82086640675862632 0.7518438688913982 -0.76169887588137675 0.40342511218527088 0.32585860061645505 0.10605924490726355 -1.4430391378402709 -0.34059046308199564 leaf_weight=69 20 22 25 28 20 8623 237 61 30 21 39 21 23 20 33 20 24 leaf_count=69 20 22 25 28 20 8623 237 61 30 21 39 21 23 20 33 20 24 internal_value=0 0.00387613 0.6387 -0.00238608 0.00100126 0.00660437 0.267816 0.999039 -0.547501 -0.12416 -0.00532483 -0.00917241 -0.0171996 -0.200495 0.455859 -1.00356 -0.429344 internal_weight=0 9316 91 9225 9197 9104 388 130 93 258 8716 8644 43 66 72 50 46 internal_count=9336 9316 91 9225 9197 9104 388 130 93 258 8716 8644 43 66 72 50 46 cat_boundaries=0 2 3 cat_threshold=532608 1 531 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=15 num_cat=0 split_feature=1 7 2 1 1 1 2 4 26 2 20 1 1 2 split_gain=242111 269399 156266 162718 366444 242566 195974 181489 135535 178405 130669 107257 96428.4 78951.4 threshold=1236.1260000000004 1323.6000000000001 532.72500000000014 403.91250000000008 497.97750000000002 453.00000000000006 437.62500000000006 1120.4650000000004 2022.5000000000002 967.31750000000011 159.75000000000003 629.70000000000016 817.62000000000012 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 10 9 -4 -1 -6 -13 -10 right_child=-2 -3 8 4 11 -7 -8 -9 13 -11 -12 12 -14 -15 leaf_value=-0.0028861145561241077 0.80847139100770693 -1.1614108547940851 -0.56595898503842568 0.38714590321416437 -0.57206498769613412 1.8736543500991096 0.8068184801737468 -0.95430479168891913 -0.42821737340978672 0.72543682098388673 0.64747450874697776 0.75673407435417173 -0.14584774642155088 -1.1959027435666039 leaf_weight=8978 37 20 23 23 26 21 30 20 37 20 31 20 29 21 leaf_count=8978 37 20 23 23 26 21 30 20 37 20 31 20 29 21 internal_value=0 -0.00205758 0.000441299 0.00474626 0.372122 1.09662 -7.963e-05 -0.00276065 -0.390756 0.0346902 -0.000648221 -0.0529146 0.222553 -0.706172 internal_weight=0 9299 9279 9178 119 44 9059 9029 101 43 9009 75 49 58 internal_count=9336 9299 9279 9178 119 44 9059 9029 101 43 9009 75 49 58 is_linear=0 shrinkage=0.01 Tree=347 num_leaves=15 num_cat=0 split_feature=12 12 4 5 2 0 26 3 3 2 9 2 4 12 split_gain=312658 363263 1.6574e+06 339670 274020 433141 216896 204023 355888 83272.2 77688.8 62135.4 48920.9 3853.96 threshold=1206.0675000000003 312.37500000000006 14.655000000000003 1211.5375000000001 569.59500000000014 1205.5225000000003 2022.5000000000002 644.32500000000016 497.97750000000002 967.31750000000011 14.811000000000002 967.31750000000011 21.101500000000005 503.46500000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 7 9 8 -1 -6 13 -8 -9 -3 right_child=-2 2 -4 -5 6 -7 11 12 -10 -11 -12 -13 -14 -15 leaf_value=0.003288879532950944 -1.2478319794237613 -0.51988181851126936 2.8253270477294921 -1.1021165408406939 -0.49024933052062991 1.2060898920694987 -0.69910907745361328 -0.37798036750994229 1.3066151055835542 0.39202818829080338 0.32226751613616939 -1.4186885757446288 -0.98899893260002136 -0.3366438992818197 leaf_weight=8995 20 22 25 28 20 30 30 38 21 23 20 20 20 24 leaf_count=8995 20 22 25 28 20 30 30 38 21 23 20 20 20 24 internal_value=0 0.00382448 0.632546 -0.00237754 0.000970585 0.00648746 -0.53909 0.0025214 0.00632458 -0.0183334 -0.198053 -0.986941 -0.588676 -0.424279 internal_weight=0 9316 91 9225 9197 9104 93 9074 9016 43 66 50 58 46 internal_count=9336 9316 91 9225 9197 9104 93 9074 9016 43 66 50 58 46 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=16 num_cat=3 split_feature=12 1 2 25 24 26 0 1 1 2 20 6 1 24 26 split_gain=306436 421472 204213 230715 1.00958e+06 906153 462720 339786 509990 308093 258428 193208 184678 112103 47120.1 threshold=1206.0675000000003 1236.1260000000004 532.72500000000014 0 1 2022.5000000000002 960.86250000000007 438.04750000000007 497.97750000000002 47.808000000000007 159.75000000000003 85.544000000000025 43.440000000000005 2 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 4 5 -1 7 10 -9 13 -5 12 14 -6 -4 right_child=-2 -3 11 6 9 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.24207548351611122 -1.2353536856770515 1.1151365695280187 0.035770426663485441 -0.011559241482769945 0.11749064806031019 2.0436231296467331 -1.2263449219734439 1.9446999497847126 0.1478039706179074 1.1446675205230714 0.93403042267108793 0.44553500366210941 -1.3300404400295682 -0.26677402589487476 -0.55165729257795548 leaf_weight=59 20 34 22 8589 113 53 31 22 56 20 29 20 27 205 36 leaf_count=59 20 34 22 8589 113 53 31 22 56 20 29 20 27 205 36 internal_value=0 0.00378624 -0.000284643 0.0047326 0.223006 1.00487 -0.00677025 -0.00243043 0.654621 -0.0575049 -0.00837729 -0.438791 -0.646868 -0.134922 -0.32884 internal_weight=0 9316 9282 9177 450 112 8727 8696 78 338 8618 105 85 318 58 internal_count=9336 9316 9282 9177 450 112 8727 8696 78 338 8618 105 85 318 58 cat_boundaries=0 2 3 4 cat_threshold=532608 16777217 515 1296 is_linear=0 shrinkage=0.01 Tree=349 num_leaves=14 num_cat=0 split_feature=12 12 5 5 2 0 26 3 3 12 2 2 3 split_gain=300337 355310 1.49711e+06 333413 265251 428173 212154 200305 347247 148911 81727.6 60593 21464.8 threshold=1206.0675000000003 312.37500000000006 2.6535000000000006 1211.5375000000001 569.59500000000014 1205.5225000000003 2022.5000000000002 644.32500000000016 497.97750000000002 460.42500000000007 967.31750000000011 967.31750000000011 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 7 10 8 -1 -3 -6 -8 -9 right_child=-2 2 -4 -5 6 -7 11 12 -10 -11 -12 -13 -14 leaf_value=0.0031845453244198079 -1.2230001566410065 0.38388616561889649 2.4545333366394044 -1.0919492793083192 -0.482904670715332 1.1990605875651041 -0.68911074447631837 -0.84854332256317133 1.2905917730785552 -0.64504209212767782 0.39115233711574393 -1.3997031593322755 -0.44380846876847119 leaf_weight=8995 20 22 30 28 20 30 30 20 21 39 23 20 38 leaf_count=8995 20 22 30 28 20 30 30 20 21 39 23 20 38 internal_value=0 0.00374677 0.625548 -0.00238698 0.000930158 0.00635805 -0.530419 0.00241479 0.00618316 -0.273953 -0.0153858 -0.973348 -0.583372 internal_weight=0 9316 91 9225 9197 9104 93 9074 9016 61 43 50 58 internal_count=9336 9316 91 9225 9197 9104 93 9074 9016 61 43 50 58 is_linear=0 shrinkage=0.01 Tree=350 num_leaves=13 num_cat=2 split_feature=0 3 5 4 0 24 1 1 25 5 1 3 split_gain=601709 303601 695014 259724 175177 825327 952166 363798 143190 500953 186255 54462.9 threshold=1374.9750000000004 1120.4650000000004 1341.6425000000002 1205.5225000000003 210.75000000000003 0 50.217500000000008 415.60849999999999 1 47.808000000000007 660.10000000000002 1422.3575000000001 decision_type=2 2 2 2 2 1 2 2 9 2 2 2 left_child=1 2 3 4 8 6 -6 -7 9 -1 -10 -3 right_child=-2 11 -4 -5 5 7 -8 -9 10 -11 -12 -13 leaf_value=-0.40711704591734221 1.6054310027412746 -1.2523394522666931 1.806905105227516 -1.1527296793460846 0.29580769957918107 -0.017941026323932713 2.336187290736607 -1.3814523654634303 -0.0094429513060660594 1.1124114346504212 -0.62773491090657763 -0.51434975528717042 leaf_weight=226 23 20 21 20 66 177 35 22 8570 24 49 20 leaf_count=226 23 20 21 20 66 177 35 22 8570 24 49 20 internal_value=0 -0.0140234 -0.0102479 -0.0144007 -0.0119177 0.225741 0.912521 -0.16061 -0.0199567 -0.251195 -0.012943 -0.883345 internal_weight=0 9250 9210 9189 9169 300 101 199 8869 250 8619 40 internal_count=9273 9250 9210 9189 9169 300 101 199 8869 250 8619 40 cat_boundaries=0 1 2 cat_threshold=1052 524416 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=10 num_cat=1 split_feature=0 7 5 0 4 12 25 10 0 split_gain=589735 346603 642932 186007 235237 117745 101566 23238.2 744.737 threshold=1374.9750000000004 1158.4775000000002 1318.45 806.46500000000003 1295.4950000000001 541.75000000000011 0 14.976000000000001 1081.6425000000002 decision_type=2 2 2 2 2 2 9 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=-0.28054354105064339 1.5893767099795133 -1.0870075587828953 1.7806101729869843 0.58900944987932835 -1.0746055757431756 -0.32237625222653149 -0.0081025385802679668 -0.75689971780776977 0.67055354163760228 leaf_weight=129 23 30 20 24 21 32 8953 20 21 leaf_count=129 23 30 20 24 21 32 8953 20 21 internal_value=0 -0.0138832 -0.0103915 -0.0142849 -0.0174374 -0.0150069 -0.0122901 -0.489501 0.627063 internal_weight=0 9250 9220 9200 9155 9134 9082 52 45 internal_count=9273 9250 9220 9200 9155 9134 9082 52 45 cat_boundaries=0 3 cat_threshold=128 2149580800 512 is_linear=0 shrinkage=0.01 Tree=352 num_leaves=10 num_cat=0 split_feature=0 7 5 0 4 17 2 0 0 split_gain=578002 339704 630140 182308 230554 153146 206845 142778 729.918 threshold=1374.9750000000004 1158.4775000000002 1318.45 806.46500000000003 1295.4950000000001 73.46250000000002 967.31750000000011 48.391820000000003 1081.6425000000002 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=-0.012748702630799425 1.5734829148002294 -1.0761374911467234 1.7628042337894438 0.58311931053797406 -1.0638595170066472 -0.21268271470566594 0.75750756236485073 -1.1252999510765076 0.66384799957275387 leaf_weight=8959 23 30 20 24 21 120 35 20 21 leaf_count=8959 23 30 20 24 21 120 35 20 21 internal_value=0 -0.0137475 -0.0102907 -0.0141452 -0.0172662 -0.01486 -0.00975126 -0.343057 0.620793 internal_weight=0 9250 9220 9200 9155 9134 8994 140 45 internal_count=9273 9250 9220 9200 9155 9134 8994 140 45 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=12 num_cat=1 split_feature=0 7 4 20 0 24 1 1 1 0 1 split_gain=566500 332943 385251 152890 170513 859944 481452 154305 145162 81810 6776.54 threshold=1374.9750000000004 1158.4775000000002 1374.9750000000004 464.11500000000007 210.75000000000003 0 68.280000000000015 660.10000000000002 415.60849999999999 462.80000000000007 1094.8600000000004 decision_type=2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 3 4 7 9 -7 8 -1 -6 -9 right_child=-2 -3 -4 -5 5 6 -8 10 -10 -11 -12 leaf_value=-0.019184465121635012 1.5577480714217475 -1.0653761062622069 1.3762022094726565 -0.86548419770740326 -0.20624979263696916 0.35500593435208677 1.5099434255865904 -0.46188049947061849 0.49157209532601492 -0.71831581244101894 -0.69136306849392981 leaf_weight=8770 23 30 20 21 78 118 52 31 56 52 22 leaf_count=8770 23 30 20 21 78 118 52 31 56 52 22 internal_value=0 -0.01361 -0.0101878 -0.0132017 -0.0112518 0.223226 0.668932 -0.0191742 -0.0159438 -0.381714 -0.557137 internal_weight=0 9250 9220 9200 9179 300 170 8879 8826 130 53 internal_count=9273 9250 9220 9200 9179 300 170 8879 8826 130 53 cat_boundaries=0 1 cat_threshold=992 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=10 num_cat=0 split_feature=0 7 4 12 12 2 14 12 10 split_gain=555226 326318 377585 143769 207900 257545 217868 212305 50085.9 threshold=1374.9750000000004 1158.4775000000002 1374.9750000000004 541.75000000000011 312.37500000000006 967.31750000000011 460.42500000000007 426.87000000000006 42.190000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -5 right_child=-2 -3 -4 8 7 -7 -8 -9 -10 leaf_value=-0.019903549174698207 1.5421706290867019 -1.0547223575115203 1.3624402942657472 -0.29395626937641817 1.3112885379791259 0.84270264380318782 0.74902235391977667 -0.033208180717799976 -0.92462355327606205 leaf_weight=9027 23 30 20 34 24 35 37 23 20 leaf_count=9027 23 30 20 34 24 35 37 23 20 internal_value=0 -0.0134739 -0.0100859 -0.0130696 -0.0100321 -0.0134587 -0.0167647 0.653343 -0.527537 internal_weight=0 9250 9220 9200 9146 9099 9064 47 54 internal_count=9273 9250 9220 9200 9146 9099 9064 47 54 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=14 num_cat=1 split_feature=5 2 4 11 6 4 14 25 26 5 1 8 10 split_gain=675177 273183 215059 218848 753093 489665 232333 238590 193886 188020 117120 28090.1 25230.3 threshold=1412.3803750000002 1422.3575000000001 1120.4650000000004 282.37500000000006 256.61250000000007 73.320000000000007 67.800000000000011 0 2022.5000000000002 252.82950000000002 72.935000000000016 43.440000000000005 117.08000000000003 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 6 5 11 7 8 -1 -9 12 -5 -8 right_child=-2 -3 -4 4 -6 -7 10 9 -10 -11 -12 -13 -14 leaf_value=0.092451499303181972 1.8338192052841187 1.1619348669052125 -0.85335386085510256 -0.47483687158358301 1.9617581878662111 1.194887839070073 -0.2072221465496456 -0.0045063360534665963 0.81435364180344805 -0.34632551720956478 -0.95838990381785805 -0.041177251815795894 -0.5876205310821534 leaf_weight=87 20 20 30 59 25 27 136 8570 65 164 28 20 20 leaf_count=87 20 20 30 59 25 27 136 8570 65 164 28 20 20 internal_value=0 -0.00552425 -0.00805369 -0.00529757 0.400511 0.0322929 -0.0111588 -0.00387581 0.376397 -0.0109122 -0.362878 -0.36505 -0.255991 internal_weight=0 9251 9231 9201 131 106 9070 8886 152 8734 184 79 156 internal_count=9271 9251 9231 9201 131 106 9070 8886 152 8734 184 79 156 cat_boundaries=0 2 cat_threshold=8192 16842752 is_linear=0 shrinkage=0.01 Tree=356 num_leaves=15 num_cat=1 split_feature=4 1 1 3 10 10 25 26 19 1 1 1 26 1 split_gain=551816 266123 394158 1.331e+06 262182 179255 167130 292299 147972 129045 78219.2 45910.4 143926 10718 threshold=1422.3575000000001 802.66250000000002 378.05000000000007 352.38000000000005 1211.5375000000001 715.87500000000011 0 2022.5000000000002 518.68250000000012 603.77750000000015 1044.0050000000003 441.67528000000004 2022.5000000000002 1530.8125000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 11 -3 -4 -13 -12 right_child=-2 10 3 -5 -6 -7 8 -9 -10 -11 13 12 -14 -15 leaf_value=-0.061927360466548377 1.6577149505615234 -1.0502323742866515 0.26809452886166779 2.9258335089683531 1.1084283828735353 -0.93305260204133533 -0.014873025889237166 1.0272362829338422 0.80626211968335237 0.78295915149507067 -0.24662844816843671 0.23777074036774815 -0.81520702056884775 -0.53722239754416723 leaf_weight=56 20 25 23 20 21 21 8894 44 22 21 30 27 25 22 leaf_count=56 20 25 23 20 21 21 8894 44 22 21 30 27 25 22 internal_value=0 -0.00512793 -0.000214187 0.579005 -0.00763188 -0.0102254 -0.00807592 0.379368 -0.0128325 0.0900828 -0.590566 -0.103923 -0.268469 -0.369572 internal_weight=0 9251 9174 116 9058 9037 9016 100 8916 96 77 75 52 52 internal_count=9271 9251 9174 116 9058 9037 9016 100 8916 96 77 75 52 52 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=357 num_leaves=12 num_cat=1 split_feature=5 2 25 26 1 18 1 1 0 17 26 split_gain=657772 266710 189785 332154 245274 309688 182488 320095 167185 150436 5803.01 threshold=1412.3803750000002 1422.3575000000001 0 2022.5000000000002 802.66250000000002 765.88 462.80000000000007 515.86500000000012 254.41050000000004 40.213800000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 9 -8 10 -4 -6 right_child=-2 -3 4 -5 8 -7 7 -9 -10 -11 -12 leaf_value=-0.08315871485348407 1.8100390472412111 1.1481025972366334 -0.0099415511225767004 1.0351183468954903 -0.1129444238117763 1.2043604723612469 1.5310797959282285 0.04604995768120948 -1.2633502462863921 -0.32621783491443185 -0.3480332933153425 leaf_weight=58 20 20 8815 49 21 21 21 47 25 153 21 leaf_count=58 20 20 8815 49 21 21 21 47 25 153 21 internal_value=0 -0.00544181 -0.00794109 0.392287 -0.0130503 -0.00860522 -0.0114242 0.504662 -0.615885 -0.0153374 -0.230489 internal_weight=0 9251 9231 107 9124 9057 9036 68 67 8968 42 internal_count=9271 9251 9231 107 9124 9057 9036 68 67 8968 42 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=358 num_leaves=12 num_cat=1 split_feature=5 2 25 26 1 18 1 1 0 17 26 split_gain=644682 261402 186009 325544 240393 303525 178856 313725 163858 147442 5687.53 threshold=1412.3803750000002 1422.3575000000001 0 2022.5000000000002 802.66250000000002 765.88 462.80000000000007 515.86500000000012 254.41050000000004 40.213800000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 9 -8 10 -4 -6 right_child=-2 -3 4 -5 8 -7 7 -9 -10 -11 -12 leaf_value=-0.082327135513568753 1.7919386482238771 1.1366215944290161 -0.0098421358446940839 1.0247671781267438 -0.11181497982570104 1.1923168736412411 1.515769051597232 0.045589466906608422 -1.2507167480230332 -0.3229556558272661 -0.34455294359297983 leaf_weight=58 20 20 8815 49 21 21 21 47 25 153 21 leaf_count=58 20 20 8815 49 21 21 21 47 25 153 21 internal_value=0 -0.00538739 -0.00786168 0.388364 -0.0129198 -0.00851917 -0.01131 0.499616 -0.609726 -0.0151841 -0.228184 internal_weight=0 9251 9231 107 9124 9057 9036 68 67 8968 42 internal_count=9271 9251 9231 107 9124 9057 9036 68 67 8968 42 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=359 num_leaves=14 num_cat=0 split_feature=4 1 1 3 10 10 19 1 3 1 1 26 1 split_gain=537191 253959 376460 1.2928e+06 254833 176059 143802 128064 111412 74693.4 46693.2 138507 10744.1 threshold=1422.3575000000001 802.66250000000002 378.05000000000007 352.38000000000005 1211.5375000000001 715.87500000000011 518.68250000000012 603.77750000000015 515.86500000000012 1044.0050000000003 441.67528000000004 2022.5000000000002 1530.8125000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 6 8 10 -1 -3 -4 -12 -11 right_child=-2 9 3 -5 -6 -7 -8 -9 -10 12 11 -13 -14 leaf_value=-0.0065721342018646139 1.6356242370605469 -1.0261232913494112 0.26588509849880049 2.8787381629943849 1.0928253064836775 -0.92460576148260198 0.79958764347163114 0.77421314875284841 -0.38376995509183859 -0.23788708623250326 0.2213843635276512 -0.81157933883666999 -0.52883531743829904 leaf_weight=8915 20 25 23 20 21 21 22 21 79 30 27 25 22 leaf_count=8915 20 25 23 20 21 21 22 21 79 30 27 25 22 internal_value=0 -0.00503431 -0.000234181 0.565832 -0.00748343 -0.0100403 -0.0079101 0.0839763 -0.0098853 -0.576936 -0.10929 -0.275233 -0.360981 internal_weight=0 9251 9174 116 9058 9037 9016 96 8994 77 75 52 52 internal_count=9271 9251 9174 116 9058 9037 9016 96 8994 77 75 52 52 is_linear=0 shrinkage=0.01 Tree=360 num_leaves=11 num_cat=0 split_feature=1 5 1 1 1 1 2 0 26 3 split_gain=491704 425006 187630 279438 476088 312544 260887 255632 572803 127636 threshold=1236.1260000000004 1412.3803750000002 802.66250000000002 438.04750000000007 497.97750000000002 629.70000000000016 1202.4650000000004 806.46500000000003 2022.5000000000002 497.97750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -6 7 9 -9 -1 right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 leaf_value=-0.011314551700668047 1.1797298872811455 1.4483719787597655 -0.70310459182812624 1.6310520131247384 -0.60989092163741587 0.91837060679560123 -1.1541593255996705 -0.34860254151480541 1.6741308975219726 -0.40295366639182684 leaf_weight=8904 35 20 39 28 32 23 20 28 28 84 leaf_count=8904 35 20 39 28 32 23 20 28 28 84 internal_value=0 -0.00779268 -0.0109631 -0.008012 0.569584 0.0292003 -0.0133011 -0.0107782 0.662764 -0.0149747 internal_weight=0 9206 9186 9147 83 55 9064 9044 56 8988 internal_count=9241 9206 9186 9147 83 55 9064 9044 56 8988 is_linear=0 shrinkage=0.01 Tree=361 num_leaves=9 num_cat=1 split_feature=1 5 4 25 10 11 4 26 split_gain=481919 416549 259927 209693 140984 151320 126526 7656.04 threshold=1236.1260000000004 1412.3803750000002 1341.6425000000002 0 1183.6900000000003 874.60000000000014 503.46500000000009 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 7 5 6 -5 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=-0.35814918487791031 1.1679325719560896 1.4338883476257325 -1.096512834375555 0.00133269813746411 0.83622730255126954 -0.73829444749014717 -0.42248722376957742 -0.51598613818486538 leaf_weight=63 35 20 22 8922 20 28 71 60 leaf_count=63 35 20 22 8922 20 28 71 60 internal_value=0 -0.00771476 -0.0108535 -0.00824711 -0.00243663 -0.00429869 -0.00201337 -0.402425 internal_weight=0 9206 9186 9164 9041 9021 8993 123 internal_count=9241 9206 9186 9164 9041 9021 8993 123 cat_boundaries=0 3 cat_threshold=8192 2147483648 32768 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=10 num_cat=1 split_feature=1 5 4 25 1 1 1 2 26 split_gain=472329 408259 254754 200639 108295 303984 600862 259144 6572.92 threshold=1236.1260000000004 1412.3803750000002 1341.6425000000002 0 802.66250000000002 438.04750000000007 497.97750000000002 1202.4650000000004 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 8 5 7 -7 -5 -1 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 leaf_value=-0.34532071445927481 1.1562532730102539 1.419549382209778 -1.0855477137999101 -0.0030547887558967286 -0.53507203133482684 1.8990193206787109 0.029280231345783579 -1.1426310482025148 -0.48812190116397924 leaf_weight=66 35 20 22 8897 38 25 55 20 63 leaf_count=66 35 20 22 8897 38 25 55 20 63 internal_value=0 -0.00763761 -0.0107449 -0.00816464 -0.00235245 -0.000105055 0.613574 -0.00561075 -0.3852 internal_weight=0 9206 9186 9164 9035 8997 80 8917 129 internal_count=9241 9206 9186 9164 9035 8997 80 8917 129 cat_boundaries=0 2 cat_threshold=8192 2149580800 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=10 num_cat=0 split_feature=1 5 4 1 1 1 1 2 0 split_gain=462930 400135 249685 182211 291896 544039 306312 251743 212139 threshold=1236.1260000000004 1412.3803750000002 1341.6425000000002 802.66250000000002 438.04750000000007 497.97750000000002 629.70000000000016 1202.4650000000004 806.46500000000003 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=-0.011798543808115864 1.1446907632010324 1.4053539295196533 -1.0746922380273991 -0.69015199875220279 1.7844417542677657 -0.60370081819593913 0.90924932728643004 -1.1312047481536867 0.61686316030996813 leaf_weight=8970 35 20 22 39 26 32 23 20 54 leaf_count=8970 35 20 22 39 26 32 23 20 54 internal_value=0 -0.00756123 -0.0106375 -0.00808299 -0.00516785 0.592467 0.0289874 -0.0105204 -0.00803661 internal_weight=0 9206 9186 9164 9125 81 55 9044 9024 internal_count=9241 9206 9186 9164 9125 81 55 9044 9024 is_linear=0 shrinkage=0.01 Tree=364 num_leaves=17 num_cat=2 split_feature=0 2 5 25 0 24 0 3 3 0 8 2 5 12 26 3 split_gain=454782 1.31252e+06 300599 244186 128417 337361 297640 241204 200620 165270 143410 119960 108049 97447.4 18456.3 8684.6 threshold=1165.3425000000004 50.217500000000008 1374.9750000000004 0 66.112500000000011 1 311.67500000000007 100.46247000000001 199.87500000000003 99.902500000000018 1236.1260000000004 1052.6300000000003 199.87500000000003 465.34500000000008 2022.5000000000002 221.27241000000004 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 14 10 7 8 9 -7 -6 11 13 -8 -5 -1 -9 right_child=1 -3 -4 4 5 6 12 15 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.35209653339688746 -0.52785130310058592 2.9091016445159914 1.1869818741934639 -0.0072102841826804332 1.2987259303606473 0.023420875520514164 -0.37460639168944537 -0.44204529094696043 1.090073037147522 0.44754504590906125 -0.85963939011096957 -0.67735369386496369 -1.1974144763946535 -0.46381715165807846 -0.5971599828402202 -0.14734890604019166 leaf_weight=63 25 20 21 8438 26 149 79 20 20 186 20 27 20 47 60 20 leaf_count=63 25 20 21 8438 26 149 79 20 20 186 20 27 20 47 60 20 internal_value=0 0.999683 -0.00807251 -0.0108078 -0.00454092 0.148022 -0.101622 0.401612 0.149652 0.551935 -0.0138445 -0.0118572 -0.54083 -0.00973951 -0.436178 -0.294697 internal_weight=0 45 9196 9175 9052 520 268 252 169 212 8532 8512 99 8485 123 40 internal_count=9241 45 9196 9175 9052 520 268 252 169 212 8532 8512 99 8485 123 40 cat_boundaries=0 3 4 cat_threshold=8192 2147483648 32768 1055 is_linear=0 shrinkage=0.01 Tree=365 num_leaves=9 num_cat=0 split_feature=5 1 0 4 19 7 2 7 split_gain=496109 359474 523137 370028 308611 176682 191594 152470 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 478.87750000000005 441.88278000000008 47.808000000000007 319.12500000000006 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=-0.0025518230998048319 1.5341698710123697 0.96602450019434882 -1.3733914838518417 -1.2997787068106912 1.1082131995201112 -0.16385098514556884 -1.1600236049065225 0.59433783244254978 leaf_weight=8993 21 38 28 22 25 75 26 43 leaf_count=8993 21 38 28 22 25 75 26 43 internal_value=0 -0.00459214 -0.00859599 -0.00443502 -0.00132462 -0.00436045 -0.420291 0.000288621 internal_weight=0 9250 9212 9184 9162 9137 101 9036 internal_count=9271 9250 9212 9184 9162 9137 101 9036 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=9 num_cat=1 split_feature=5 1 0 4 19 25 5 26 split_gain=486237 352320 512726 362664 302469 156872 158133 37595.5 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 478.87750000000005 0 419.52500000000009 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.25455706183590104 1.5188282258169992 0.95636420249938969 -1.3596575927734376 -1.2867809096249667 1.0971310684680939 0.0048733756928178934 -0.39304488064038873 -0.63901652615244797 leaf_weight=67 21 38 28 22 25 8928 101 41 leaf_count=67 21 38 28 22 25 8928 101 41 internal_value=0 -0.00454622 -0.00851003 -0.00439067 -0.00131137 -0.00431685 0.000421724 -0.366568 internal_weight=0 9250 9212 9184 9162 9137 9029 108 internal_count=9271 9250 9212 9184 9162 9137 9029 108 cat_boundaries=0 3 cat_threshold=8192 2147483648 67108864 is_linear=0 shrinkage=0.01 Tree=367 num_leaves=9 num_cat=0 split_feature=5 1 0 4 19 7 2 7 split_gain=476561 345309 502523 355447 296450 172697 187722 149610 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 478.87750000000005 441.88278000000008 47.808000000000007 319.12500000000006 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=-0.0024909965511393617 1.5036400349934897 0.94680061591298958 -1.3460609872000557 -1.273913096514615 1.0861597956776619 -0.16165251911481221 -1.1477068798358625 0.58877309401367994 leaf_weight=8993 21 38 28 22 25 75 26 43 leaf_count=8993 21 38 28 22 25 75 26 43 internal_value=0 -0.00450076 -0.00842492 -0.00434677 -0.00129825 -0.00427368 -0.415488 0.000322677 internal_weight=0 9250 9212 9184 9162 9137 101 9036 internal_count=9271 9250 9212 9184 9162 9137 101 9036 is_linear=0 shrinkage=0.01 Tree=368 num_leaves=9 num_cat=1 split_feature=5 1 0 4 25 18 5 26 split_gain=467077 338437 492523 348374 156293 146908 112446 36845.2 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 0 765.88 419.52500000000009 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 7 6 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=-0.25198657918332229 1.4886035042717345 0.93733258347762261 -1.3326003701346261 -1.2611739956248891 0.0052383374447521015 0.83885593141828263 -0.33030861000023265 -0.63259039041472653 leaf_weight=67 21 38 28 22 8932 21 101 41 leaf_count=67 21 38 28 22 8932 21 101 41 internal_value=0 -0.00445575 -0.00834068 -0.0043033 -0.00128527 0.00342494 0.00148651 -0.362875 internal_weight=0 9250 9212 9184 9162 9054 9033 108 internal_count=9271 9250 9212 9184 9162 9054 9033 108 cat_boundaries=0 3 cat_threshold=8192 2147483648 67108864 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=11 num_cat=0 split_feature=4 3 3 0 0 7 7 1 2 6 split_gain=459848 288078 368164 999399 677100 197562 271306 245011 122268 42496.1 threshold=1422.3575000000001 1205.5225000000003 488.75250000000005 143.49000000000004 1422.3575000000001 729.18750000000011 563.68750000000011 1318.45 14.851500000000001 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 -7 right_child=-2 -3 3 -5 -6 9 -8 -9 -10 -11 leaf_value=-0.0046845927104647899 1.4429794172807173 -0.98283574438095089 0.34706164431571962 2.4887013084238228 -1.721032029856806 -0.31009844996712427 1.1637552289962769 1.103364037513733 -0.56796164388241976 -0.90217703660329185 leaf_weight=9022 22 30 40 22 23 22 20 20 23 27 leaf_count=9022 22 30 40 22 23 22 20 20 23 27 internal_value=0 -0.00449789 -0.00131423 0.653774 -0.00741041 -0.00308451 0.000339659 -0.0022337 0.0130055 -0.636346 internal_weight=0 9249 9219 85 9134 9111 9062 9042 63 49 internal_count=9271 9249 9219 85 9134 9111 9062 9042 63 49 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=12 num_cat=0 split_feature=0 5 26 3 5 4 19 17 18 0 3 split_gain=735527 482216 588275 214132 269376 354447 128228 148983 167798 92135.2 22696.8 threshold=806.46500000000003 217.52000000000004 2022.5000000000002 1013.1050000000001 1318.45 1265.0725000000002 518.68250000000012 52.345500000000008 439.62000000000006 48.391820000000003 1374.9750000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 7 8 -1 -9 -5 right_child=1 -3 -4 10 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.0025778165899933616 0.42639228967519904 -0.3223350162506104 2.5338542588551842 -0.94108423037962485 1.1555145125389099 -1.3039818482171921 0.74241548996904627 -0.22919451400734275 0.85267059906669296 -0.96919187492132186 -0.47562634515762325 leaf_weight=8865 26 20 27 22 20 21 23 106 23 20 20 leaf_count=8865 26 20 27 22 20 21 23 106 23 20 20 internal_value=0 1.00073 1.5 -0.00705411 -0.00375822 -0.00631789 -0.0033024 -0.00520517 -0.00036464 -0.346654 -0.719438 internal_weight=0 73 53 9120 9078 9058 9037 9014 8888 126 42 internal_count=9193 73 53 9120 9078 9058 9037 9014 8888 126 42 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=14 num_cat=1 split_feature=25 9 13 13 5 10 10 11 2 3 3 26 10 split_gain=231511 238167 245708 727449 521268 170677 544430 327397 207977 470916 161710 146337 108339 threshold=0 1064.4750000000001 548.95500000000004 874.60000000000014 1279.9550000000002 64.050000000000011 103.13625000000002 282.37500000000006 302.43750000000006 231.15000000000003 644.32500000000016 2022.5000000000002 82.90000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 4 -4 5 8 12 -8 10 -10 -2 -1 -7 right_child=1 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 leaf_value=0.082171774535882675 -0.021918893432533632 0.88222627830505373 2.0907850074768066 -0.43386092681884769 -1.5876942800340197 0.77466634205409468 -0.10331824115931694 0.97064258604338682 0.029351603994219322 1.2619806433887018 -0.61645712251248574 0.58635693528236599 1.7904412925740085 leaf_weight=122 8373 30 21 25 21 21 203 33 127 41 46 109 21 leaf_count=122 8373 30 21 25 21 21 203 33 127 41 46 109 21 internal_value=0 -0.00727876 -0.0102745 0.718695 -0.0140481 -0.0103204 0.233543 0.0468542 -0.0182153 0.330172 -0.0251674 0.306796 1.28255 internal_weight=0 8962 8932 46 8886 8865 278 236 8587 168 8419 231 42 internal_count=9193 8962 8932 46 8886 8865 278 236 8587 168 8419 231 42 cat_boundaries=0 3 cat_threshold=8320 16842752 67108864 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=12 num_cat=0 split_feature=0 2 0 3 5 4 19 17 18 0 2 split_gain=720583 1.29558e+06 499186 210004 267786 348268 125199 146762 164333 90836.9 31863 threshold=806.46500000000003 299.39250000000004 1265.0725000000002 1013.1050000000001 1318.45 1265.0725000000002 518.68250000000012 52.345500000000008 439.62000000000006 48.391820000000003 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 7 8 -1 -9 -5 right_child=1 -3 -4 10 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.0025563599876502665 0.95833076894283298 3.1591762542724608 -1.0258645248413085 -0.97509197907014322 1.1521182506084442 -1.2925826499575661 0.73356729823610056 -0.22743633038733366 0.843814692289933 -0.96220122998207813 -0.42359697687625886 leaf_weight=8865 32 20 21 22 20 21 23 106 23 20 20 leaf_count=8865 32 20 21 22 20 21 23 106 23 20 20 internal_value=0 0.990506 0.17214 -0.00699128 -0.00372731 -0.00627941 -0.00329032 -0.00517048 -0.000366156 -0.344066 -0.712475 internal_weight=0 73 53 9120 9078 9058 9037 9014 8888 126 42 internal_count=9193 73 53 9120 9078 9058 9037 9014 8888 126 42 is_linear=0 shrinkage=0.01 Tree=373 num_leaves=11 num_cat=1 split_feature=0 2 3 5 4 18 15 25 7 2 split_gain=709286 1.5762e+06 213563 254858 341926 121865 170331 137005 88904 29592.9 threshold=960.86250000000007 96.632500000000022 1013.1050000000001 1341.6425000000002 1265.0725000000002 494.36250000000007 86.350000000000023 0 122.98 134.19600000000003 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=2 -2 3 4 5 6 7 -1 -8 -4 right_child=1 -3 9 -5 -6 -7 8 -9 -10 -11 leaf_value=0.2321266786599159 -0.12756507343716092 3.3737717208862308 -0.96534106406298548 1.1249703383445739 -1.279656807127453 0.60442138498479669 -0.24127655674272508 -0.0053365133017085446 -0.9560257654190063 -0.44052554334912986 leaf_weight=240 36 20 22 20 21 33 134 8626 20 21 leaf_count=240 36 20 22 20 21 33 134 8626 20 21 internal_value=0 1.12291 -0.00595623 -0.00263179 -0.00511714 -0.00216062 -0.00437983 0.00134734 -0.334101 -0.709036 internal_weight=0 56 9137 9094 9074 9053 9020 8866 154 43 internal_count=9193 56 9137 9094 9074 9053 9020 8866 154 43 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=14 num_cat=0 split_feature=0 2 20 18 15 15 13 13 5 4 17 9 15 split_gain=695168 1.54484e+06 151686 162648 306172 181142 307487 756112 387808 251258 86088.1 18187.5 20595.7 threshold=960.86250000000007 96.632500000000022 452.50000000000006 362.77500000000003 112.80000000000003 86.350000000000023 548.95500000000004 874.60000000000014 1089.1825000000001 967.31750000000011 31.902000000000001 48.386500000000005 451.12500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 8 -8 9 -1 11 12 -7 right_child=1 -3 -4 4 -6 10 7 -9 -10 -11 -12 -13 -14 leaf_value=0.0012909147803969428 -0.12628941641913521 3.3400339851379397 -0.87581881618499757 -0.085846556301774651 1.5224524390101433 -0.27914056616769711 2.2595914793014527 -0.4269357967376709 -1.2248023445789631 -0.9474967663628715 -0.85021865778735706 -0.51248115181922915 0.02321532206101851 leaf_weight=8820 36 20 20 29 20 71 20 22 26 28 28 20 33 leaf_count=8820 36 20 20 29 20 71 20 22 26 28 28 20 33 internal_value=0 1.11168 -0.00589418 -0.00398583 0.570602 -0.00709068 -0.00125501 0.852363 -0.00529512 -0.00171158 -0.349399 -0.23631 -0.183201 internal_weight=0 56 9137 9117 49 9068 8916 42 8874 8848 152 124 104 internal_count=9193 56 9137 9117 49 9068 8916 42 8874 8848 152 124 104 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=11 num_cat=0 split_feature=12 5 12 1 0 2 2 2 2 12 split_gain=341854 715160 388705 1.98562e+06 174070 172755 260096 270071 72361.2 18003 threshold=1206.0675000000003 1341.6425000000002 312.37500000000006 9.775500000000001 1295.4950000000001 1013.1050000000001 577.68750000000011 457.74500000000006 765.88 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 -4 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.00087615394096036167 -1.298858196616173 1.8107756944136189 -0.091804852294921885 3.0483240829467775 -0.80240309821234801 0.67456472196077044 -1.1345701813697815 0.84394392615870428 -0.33077796391078401 -0.44111878236134849 leaf_weight=8979 20 22 25 25 27 38 24 38 21 36 leaf_count=8979 20 22 25 25 27 38 24 38 21 36 internal_value=0 0.0099475 0.00564725 0.674799 -0.00065789 0.00172091 -0.00110054 0.00268414 -0.759467 -0.297957 internal_weight=0 9235 9213 86 9127 9100 9062 9017 45 61 internal_count=9255 9235 9213 86 9127 9100 9062 9017 45 61 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=10 num_cat=0 split_feature=4 0 2 3 3 0 5 14 4 split_gain=405421 330800 275689 240253 369066 208729 328477 120596 105675 threshold=1422.3575000000001 1587.2775000000001 1374.9750000000004 721.76691000000005 575.22000000000014 210.75000000000003 154.27494000000004 460.42500000000007 174.37500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 leaf_value=-0.0061664107388168755 1.3629392034357244 -1.2808682537078857 1.1794028406143189 -0.29149756595066617 1.3322946112496512 0.41060186631366857 -0.55675787725099701 0.51283745500776501 -1.1640728121218475 leaf_weight=8784 22 20 20 35 21 244 41 45 23 leaf_count=8784 22 20 20 35 21 244 41 45 23 internal_value=0 0.00381723 0.00660609 0.00405459 0.00812807 0.00507699 0.271438 -0.00352113 -0.637519 internal_weight=0 9233 9213 9193 9135 9114 285 8829 58 internal_count=9255 9233 9213 9193 9135 9114 285 8829 58 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=10 num_cat=2 split_feature=4 0 2 3 3 0 24 25 4 split_gain=397353 324217 270203 235472 361722 204575 947100 118943 103572 threshold=1422.3575000000001 1587.2775000000001 1374.9750000000004 721.76691000000005 575.22000000000014 210.75000000000003 0 1 174.37500000000003 decision_type=2 2 2 2 2 2 1 9 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=0.13798037907593555 1.3493098727139559 -1.2680596599578857 1.167608757019043 -0.28858258901323591 1.3189716684250603 0.9878010010293552 -0.17641206199949888 -0.012980253462031847 -1.1524321096358092 leaf_weight=547 22 20 20 35 21 102 183 8282 23 leaf_count=547 22 20 20 35 21 102 183 8282 23 internal_value=0 0.00377906 0.00654002 0.00401404 0.00804679 0.00502622 0.268723 -0.00348592 -0.631144 internal_weight=0 9233 9213 9193 9135 9114 285 8829 58 internal_count=9255 9233 9213 9193 9135 9114 285 8829 58 cat_boundaries=0 1 4 cat_threshold=1047 17309696 2147745921 67108864 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=15 num_cat=3 split_feature=12 5 12 1 25 24 7 26 1 1 26 3 24 12 split_gain=336402 701785 380584 1.94326e+06 150392 603657 265488 245806 145856 340168 559205 134036 79485.4 17513.3 threshold=1206.0675000000003 1341.6425000000002 312.37500000000006 9.775500000000001 0 1 44.590000000000011 2022.5000000000002 1341.6425000000002 488.75250000000005 2022.5000000000002 515.86500000000012 2 465.34500000000008 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 1 2 left_child=1 2 4 13 5 7 12 -1 9 11 -11 -6 -7 -4 right_child=-2 -3 3 -5 8 6 -8 -9 -10 10 -12 -13 -14 -15 leaf_value=0.40736523979588563 -1.2886029396057128 1.7936325138265437 -0.091406453704833981 3.0156596656799315 -0.0099467304807556705 -0.33425203595842634 0.9071018875562229 1.3581239219812247 -0.84200608026413692 1.5616974490549831 -0.16665581629826473 -0.4589680477398545 0.0090098947981383914 -0.43593728131718112 leaf_weight=57 20 22 25 25 8560 116 26 52 21 36 39 67 153 36 leaf_count=57 20 22 25 25 8560 116 26 52 21 36 39 67 153 36 internal_value=0 0.00972353 0.00546368 0.667588 -0.000775249 0.185458 -0.0559426 0.78859 -0.00960214 -0.00760438 0.662954 -0.013434 -0.151105 -0.294736 internal_weight=0 9235 9213 86 9127 404 295 109 8723 8702 75 8627 269 61 internal_count=9255 9235 9213 86 9127 404 295 109 8723 8702 75 8627 269 61 cat_boundaries=0 2 3 4 cat_threshold=532480 2147811328 19 3648 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=13 num_cat=2 split_feature=12 5 12 1 0 25 24 7 1 0 10 12 split_gain=329706 687822 373015 1.90459e+06 164061 165018 583104 232468 124238 312771 145509 17164.8 threshold=1206.0675000000003 1341.6425000000002 312.37500000000006 9.775500000000001 1295.4950000000001 0 1 44.590000000000011 488.75250000000005 143.49000000000004 752.83000000000015 465.34500000000008 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 11 5 6 -1 -8 10 -10 -7 -4 right_child=-2 -3 3 -5 -6 8 7 -9 9 -11 -12 -13 leaf_value=0.70698621176384591 -1.275716868877411 1.7756960881840098 -0.090492383575439456 2.9855030456542972 -0.77912634390371827 -0.014813374316873344 -0.10520154246628113 0.85791877499333147 -0.016876699455448837 1.3112132496833799 0.83915361452102655 -0.43157791389359368 leaf_weight=138 20 22 25 25 27 8480 349 27 61 25 20 36 leaf_count=138 20 22 25 25 27 8480 349 27 61 25 20 36 internal_value=0 0.00962277 0.00540551 0.660912 -0.000771061 0.00153834 0.173821 -0.0351076 -0.00896737 0.369196 -0.012804 -0.291789 internal_weight=0 9235 9213 86 9127 9100 514 376 8586 86 8500 61 internal_count=9255 9235 9213 86 9127 9100 514 376 8586 86 8500 61 cat_boundaries=0 2 3 cat_threshold=17309696 2147811329 19 is_linear=0 shrinkage=0.01 Tree=380 num_leaves=11 num_cat=0 split_feature=0 7 5 4 1 3 26 14 4 26 split_gain=549081 263455 573700 265694 322272 177830 503723 146683 40101.2 23705.9 threshold=1165.3425000000004 729.18750000000011 1341.6425000000002 1374.9750000000004 1272.8850000000002 593.34250000000009 2022.5000000000002 460.42500000000007 10.942500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 -2 right_child=9 8 -4 -5 -6 6 -8 -9 -10 -11 leaf_value=-0.012985284822834481 0.90185621842094099 -0.48312896268983041 1.6840401730537415 -1.1628069362640381 -1.2178123794902456 1.5015405494822511 -0.23873844195634891 0.50976426619070547 -1.0413734004714272 1.3725989685058593 leaf_weight=8990 23 31 20 20 22 29 39 54 22 20 leaf_count=8990 23 31 20 20 22 29 39 54 22 20 internal_value=0 -0.0118382 -0.00777674 -0.0114731 -0.0089521 -0.00603342 0.503439 -0.00986405 -0.714853 1.12081 internal_weight=0 9227 9174 9154 9134 9112 68 9044 53 43 internal_count=9270 9227 9174 9154 9134 9112 68 9044 53 43 is_linear=0 shrinkage=0.01 Tree=381 num_leaves=16 num_cat=0 split_feature=5 4 3 1 1 4 26 17 14 2 15 2 16 14 1 split_gain=304776 277205 323125 2.00537e+06 309415 244918 171743 149026 231925 146953 90793.3 58015.7 52504.1 47282.1 16786 threshold=1435.0600000000002 1295.4950000000001 488.75250000000005 415.60849999999999 665.43750000000011 21.101500000000005 2022.5000000000002 40.213800000000006 460.42500000000007 164.55774000000002 206.06250000000003 74.355000000000004 108.49500000000002 715.87500000000011 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 6 -4 8 9 -1 12 14 -9 -10 -6 right_child=-2 -3 3 -5 11 -7 -8 10 13 -11 -12 -13 -14 -15 -16 leaf_value=-0.0131097530377374 1.1690915476192127 -0.98547135501072325 0.79492877074650359 3.3953792915344243 -0.68221274080601602 -0.97593535030881573 -0.25581520816258019 -0.11418647758667179 1.0265782853831416 0.22555080124310084 -0.94381261205673217 -1.1070545659281992 -0.58307103114743386 0.38536959855452829 -0.2997974134484927 leaf_weight=8577 22 29 28 20 22 24 35 104 23 266 20 22 31 23 24 leaf_count=8577 22 29 28 20 22 24 35 104 23 266 20 22 31 23 24 internal_value=0 -0.00931509 -0.00624442 0.54009 -0.0126599 -0.116299 0.211182 -0.00760702 -0.00224671 -0.00593077 -0.315012 -0.684691 -0.221856 0.705974 -0.482692 internal_weight=0 9248 9219 107 9112 87 63 9044 8889 8843 155 68 135 46 46 internal_count=9270 9248 9219 107 9112 87 63 9044 8889 8843 155 68 135 46 46 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=13 num_cat=0 split_feature=0 5 4 17 14 0 19 11 14 17 16 26 split_gain=534875 211985 262918 149966 199708 133542 117521 107642 68212.1 37091.3 47620.8 23058.4 threshold=1165.3425000000004 1412.3803750000002 1374.9750000000004 40.213800000000006 460.42500000000007 74.355000000000004 366.90000000000003 460.42500000000007 874.60000000000014 603.77750000000015 114.60000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -6 10 -5 -2 right_child=11 -3 -4 5 8 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.008536017191960359 0.89031856039296031 0.99193269161950981 -1.1315750657944452 -0.1507307485750552 0.95385176454271592 -1.0008273486544688 0.72056561903520067 -0.46053979896149544 0.19990586962018694 0.18365766872059217 -0.62357426830700469 1.3545873298645021 leaf_weight=8898 23 21 21 89 28 24 22 53 21 22 28 20 leaf_count=8898 23 21 21 89 28 24 22 53 21 22 28 20 internal_value=0 -0.0116388 -0.013928 -0.0113727 -0.00594145 -0.311991 -0.00941822 -0.0112124 0.630732 -0.193055 -0.26389 1.10626 internal_weight=0 9227 9206 9185 9022 163 8973 8951 49 139 117 43 internal_count=9270 9227 9206 9185 9022 163 8973 8951 49 139 117 43 is_linear=0 shrinkage=0.01 Tree=383 num_leaves=11 num_cat=0 split_feature=0 7 7 4 4 1 2 14 6 26 split_gain=524231 258431 327934 874511 240079 316850 205296 135102 129116 22599.5 threshold=1165.3425000000004 729.18750000000011 438.33250000000004 43.440000000000005 1295.4950000000001 1272.8850000000002 1013.1050000000001 460.42500000000007 44.590000000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -3 -2 right_child=9 8 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.012425934212742991 0.88141538205354109 -0.12190427904779261 -0.25965103703160441 2.4224296112060548 -1.055347829732028 -1.2080909503589978 0.76905293669770747 0.4939446460975791 -1.12359951819143 1.3410413932800294 leaf_weight=8992 23 22 31 20 22 22 34 53 31 20 leaf_count=8992 23 22 31 20 22 22 34 53 31 20 internal_value=0 -0.0115224 -0.00749982 0.792145 -0.0119701 -0.00944788 -0.00654336 -0.00945881 -0.707801 1.09519 internal_weight=0 9227 9174 51 9123 9101 9079 9045 53 43 internal_count=9270 9227 9174 51 9123 9101 9079 9045 53 43 is_linear=0 shrinkage=0.01 Tree=384 num_leaves=14 num_cat=0 split_feature=0 7 5 17 14 6 19 0 14 14 16 26 17 split_gain=513799 253288 548763 127259 213546 126546 115342 107626 94320.8 52894.5 43788.7 22149.8 6775.86 threshold=1165.3425000000004 729.18750000000011 1341.6425000000002 40.213800000000006 460.42500000000007 44.590000000000011 366.90000000000003 48.391820000000003 67.800000000000011 874.60000000000014 114.60000000000002 2022.5000000000002 190.53000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -3 8 10 -1 -6 12 -2 -5 right_child=11 5 -4 7 9 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0078332879540735575 0.87260123543117363 -0.1206852344965393 1.6472147780656814 -0.15288432963265508 0.93964295795985642 -1.1123635221296742 0.71348419666290286 -0.86833910412258575 -0.30116498891297766 0.26630706548690797 -0.50873579879601805 1.3276311416625977 0.012652265131473541 leaf_weight=8817 23 22 20 51 28 31 22 27 111 20 30 20 48 leaf_count=8817 23 22 20 51 28 31 22 27 111 20 30 20 48 internal_value=0 -0.0114071 -0.00742482 -0.0110399 -0.00613054 -0.700723 -0.00969819 -0.294212 -0.0114802 0.659086 -0.174045 1.08424 -0.0726242 internal_weight=0 9227 9174 9154 8998 53 8950 156 8928 48 129 43 99 internal_count=9270 9227 9174 9154 8998 53 8950 156 8928 48 129 43 99 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=19 num_cat=2 split_feature=6 7 25 7 5 5 2 2 12 12 2 7 1 25 7 14 1 26 split_gain=323163 243149 246759 485993 1.48574e+06 319109 251567 500903 215968 115125 111253 104035 82701 72139.3 39365.8 35770.8 14677.6 5628.76 threshold=1253.9725000000001 1204.8925000000002 0 336.94125000000003 324.54200000000009 194.45000000000002 164.55774000000002 589.71000000000015 486.41000000000003 128.11550000000003 319.13250000000005 591.48000000000013 390.72000000000008 1 426.65000000000009 67.800000000000011 577.68750000000011 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 5 11 6 8 -8 -1 10 -7 -5 13 17 15 -15 -14 -4 right_child=-2 -3 12 4 -6 9 7 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 leaf_value=0.10301298523244018 0.99841132192900695 -1.0198500289476438 -0.34116358153025311 0.42267027556896208 3.0929615558277477 -0.36259957878485971 1.0564594348271688 -0.17681319721958094 -0.71621800856156781 0.27817066734487361 -1.169260030360449 -0.42894348263740539 -0.59190051592313331 -0.0044087893296242218 -0.44059952576955164 -0.19391099906793915 -0.23644975639524915 -0.19973667180763102 leaf_weight=1294 33 23 60 32 22 92 78 57 33 22 21 26 26 7234 21 101 21 53 leaf_count=1294 33 23 60 32 22 92 78 57 33 22 21 26 26 7234 21 101 21 53 internal_value=0 0.00705461 0.00962382 0.118917 0.880226 0.0815249 0.12448 0.535744 0.0826402 -0.383658 -0.51251 0.0409124 -0.0149005 -0.012289 -0.00824474 -0.00701816 -0.433082 -0.252487 internal_weight=0 9216 9193 1677 80 1597 1462 135 1327 135 113 58 7516 7469 7356 7335 47 113 internal_count=9249 9216 9193 1677 80 1597 1462 135 1327 135 113 58 7516 7469 7356 7335 47 113 cat_boundaries=0 2 4 cat_threshold=25698560 2281766913 128 262144 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=13 num_cat=2 split_feature=4 6 5 25 8 17 1 1 25 17 11 1 split_gain=428147 277203 373147 183693 241666 210651 177538 110335 69363.2 50228.7 37996.7 14402 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1.7878000000000001 352.38000000000005 346.12500000000006 1 603.77750000000015 362.12500000000006 438.04750000000007 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 -7 -10 -9 right_child=-2 -3 -4 7 -6 9 -8 11 10 -11 -12 -13 leaf_value=0.09687444929567883 1.403861312866211 0.96685382715861001 -1.3274448332332429 -0.2499617857274001 -0.8197229201218178 -0.51227241292818271 0.49161605646787598 -0.66084343868753181 -0.011582918087949782 0.020882564783096313 0.42492885541915898 -0.32824130821228026 leaf_weight=1952 22 30 21 113 29 67 121 23 6797 24 20 30 leaf_count=1952 22 30 21 113 29 67 121 23 6797 24 20 30 internal_value=0 0.00716357 0.00403312 0.00708032 0.0866961 0.0992437 0.119915 -0.0180212 -0.0145708 -0.37166 -0.0102872 -0.472578 internal_weight=0 9227 9197 9176 2193 2164 2073 6983 6930 91 6817 53 internal_count=9249 9227 9197 9176 2193 2164 2073 6983 6930 91 6817 53 cat_boundaries=0 3 5 cat_threshold=25698560 2281767041 134217728 128 262144 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=14 num_cat=2 split_feature=4 6 5 25 8 17 13 25 0 2 4 2 26 split_gain=419629 271688 365720 180050 236857 206459 159149 71229.8 63582.5 44679.2 42705.6 8062.06 4452.84 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1.7878000000000001 218.29500000000002 1 173.32500000000002 319.13250000000005 199.12500000000003 387.99000000000007 2022.5000000000002 decision_type=2 2 2 9 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 12 -7 10 -9 -11 -5 right_child=-2 -3 -4 7 -6 8 -8 9 -10 11 -12 -13 -14 leaf_value=0.13397261108127359 1.3898227518255062 0.95718529001871744 -1.3141703772544862 -0.33525232887268069 -0.81152569869468949 -0.22765115282904932 -0.38449615916267765 -0.01404631306783089 -0.86598133659362786 -0.4473944015936418 0.21283392705378076 -0.19871853560209274 -0.21126478961535863 leaf_weight=2012 22 30 21 60 29 71 61 6729 20 22 84 32 56 leaf_count=2012 22 30 21 60 29 71 61 6729 20 22 84 32 56 internal_value=0 0.00708922 0.00399007 0.00700679 0.0858291 0.0982513 0.118716 -0.0178446 -0.367944 -0.0135003 -0.011249 -0.300031 -0.253539 internal_weight=0 9227 9197 9176 2193 2164 2073 6983 91 6867 6813 54 116 internal_count=9249 9227 9197 9176 2193 2164 2073 6983 91 6867 6813 54 116 cat_boundaries=0 3 5 cat_threshold=25698560 2281767041 134217728 128 262144 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=23 num_cat=4 split_feature=4 25 24 0 3 0 3 25 26 5 26 1 0 26 1 12 25 0 0 0 1 26 split_gain=411278 166061 208879 934096 347036 663137 334652 379334 579338 284471 265641 245180 171571 114583 93740.1 68264.1 62035.3 85261.9 70637.8 47871.7 18353.5 6048.1 threshold=1530.8125000000002 0 1 438.04750000000007 488.75250000000005 1052.6300000000003 415.60849999999999 2 2022.5000000000002 802.66250000000002 2022.5000000000002 397.87500000000006 300.91450000000003 2022.5000000000002 346.12500000000006 273.48534000000006 3 352.08500000000004 169.17500000000004 449.26500000000004 438.04750000000007 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 6 5 9 7 8 -1 12 -6 -9 -4 -5 15 16 21 18 -18 -19 -16 -3 right_child=-2 14 4 13 10 -7 -8 11 -10 -11 -12 -13 -14 -15 20 -17 17 19 -20 -21 -22 -23 leaf_value=0.031436910463416054 1.3759243774414063 -0.33189980443318684 0.04720610945926685 1.1099180824279784 1.2486205550951837 -1.7054786250902261 -1.0654109295554783 -0.017974091360388189 1.0562869119644165 -0.86235436281642397 0.029562060471737022 1.1085884742736816 -0.45237462467617462 2.0994445176558063 -0.68165369215465732 0.49498398707463187 -0.013332016509002712 0.79202762348204858 -0.31421848384639883 0.10013398027420044 -0.28747919630121305 -0.18455286044340866 leaf_weight=115 22 60 1520 25 39 23 23 567 106 37 33 20 72 22 21 26 6320 20 79 20 27 52 leaf_count=115 22 60 1520 25 39 23 23 567 106 37 33 20 72 22 21 26 6320 20 79 20 27 52 internal_value=0 0.00701833 0.0745461 0.199317 0.0102197 -0.0193407 0.124016 0.157874 0.500353 0.00446605 0.689885 0.0200678 0.024612 1.5731 -0.0195865 -0.0164025 -0.0184322 -0.0141477 -0.0170467 0.446081 -0.459931 -0.241891 internal_weight=0 9227 2602 878 1724 1652 831 808 221 1629 72 587 1592 47 6625 6577 6551 6439 6399 40 48 112 internal_count=9249 9227 2602 878 1724 1652 831 808 221 1629 72 587 1592 47 6625 6577 6551 6439 6399 40 48 112 cat_boundaries=0 3 4 6 8 cat_threshold=294134016 2281767043 134217728 23 268967936 134217857 128 262144 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=13 num_cat=2 split_feature=4 6 5 25 8 17 1 1 25 0 0 1 split_gain=403094 265572 356363 173417 232027 200886 172719 106162 65429.1 61650.5 45488.1 13872.9 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1.7878000000000001 352.38000000000005 346.12500000000006 1 48.874000000000002 352.08500000000004 438.04750000000007 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 -7 -10 -9 right_child=-2 -3 -4 7 -6 9 -8 11 10 -11 -12 -13 leaf_value=0.093971209463006883 1.3621651146628639 0.94628941599527994 -1.2973047064599537 -0.24276068012888841 -0.80394253237494118 -0.18982669535137359 0.48331850782898833 -0.64818045284437087 -0.012126042777525237 -0.75377568858010435 0.30340370209320733 -0.32174472165107731 leaf_weight=1952 22 30 21 113 29 63 121 23 6771 28 46 30 leaf_count=1952 22 30 21 113 29 63 121 23 6771 28 46 30 internal_value=0 0.00694815 0.00388408 0.00686195 0.0842189 0.0965104 0.116697 -0.0175274 -0.0141426 -0.363349 -0.00998226 -0.463406 internal_weight=0 9227 9197 9176 2193 2164 2073 6983 6930 91 6817 53 internal_count=9249 9227 9197 9176 2193 2164 2073 6983 6930 91 6817 53 cat_boundaries=0 3 5 cat_threshold=25698560 2281767041 134217728 128 262144 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=9 num_cat=0 split_feature=0 10 10 7 7 7 6 0 split_gain=364445 301172 295054 179379 161053 494999 140837 174486 threshold=1335.1525000000004 1211.5375000000001 806.46500000000003 1323.6000000000001 548.95500000000004 717.64191000000005 1144.97 831.91125000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=-0.016409385789798243 -1.1019590734666393 1.1527568713101475 -1.2319544701576233 -0.96202877137064935 1.7820593090057373 -0.1800802876551946 0.80073702040172767 -0.72384662164960589 leaf_weight=9014 31 22 20 20 20 36 21 35 leaf_count=9014 31 22 20 20 20 36 21 35 internal_value=0 -0.0158679 -0.0186728 -0.0160196 -0.0139464 0.520684 -0.0172473 -0.0191456 internal_weight=0 9188 9166 9146 9126 56 9070 9049 internal_count=9219 9188 9166 9146 9126 56 9070 9049 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=10 num_cat=3 split_feature=5 10 1 10 25 25 24 0 26 split_gain=624194 399268 285474 186186 148129 117446 630309 542948 4025.27 threshold=1374.9750000000004 1211.5375000000001 1530.8125000000002 788.58750000000009 0 1 2 1005.9575000000001 2022.5000000000002 decision_type=2 2 2 2 9 9 1 2 2 left_child=1 2 3 4 8 6 -6 -7 -1 right_child=-2 -3 -4 -5 5 7 -8 -9 -10 leaf_value=-0.29788234148270049 -1.7017263299768621 1.3302527618408204 -1.2119502296447755 -0.95643448920477003 0.72245705416708272 -0.011150691440238629 -0.13603927154617615 -1.3161515879631043 -0.40488743260502819 leaf_weight=78 22 22 20 21 122 8599 239 32 64 leaf_count=78 22 22 20 21 122 8599 239 32 64 internal_value=0 -0.0153003 -0.0185267 -0.0159196 -0.0137572 -0.00849934 0.165743 -0.0159706 -0.32334 internal_weight=0 9197 9175 9155 9134 8992 361 8631 142 internal_count=9219 9197 9175 9155 9134 8992 361 8631 142 cat_boundaries=0 2 4 5 cat_threshold=8192 1 524416 16842752 1554 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=12 num_cat=0 split_feature=5 1 6 6 6 0 0 1 1 26 6 split_gain=611777 211860 205157 162519 166435 172911 156413 149251 87798.8 36946.8 3505.55 threshold=1374.9750000000004 1530.8125000000002 1144.97 438.71000000000009 366.17750000000007 831.91125000000011 1081.6425000000002 1058.7500000000002 116.57500000000002 2022.5000000000002 619.41500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -5 -11 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 10 -12 leaf_value=-0.012196530898054428 -1.6847090725465252 -1.0184118997483025 0.82691773381726497 0.057854232788085935 0.77248364890063259 -1.2460216445014591 -0.17064401726973685 0.85262750160694123 -1.0332406158447267 -0.54037426721482051 -0.35538560497760768 leaf_weight=8958 22 21 29 22 27 21 38 20 20 21 20 leaf_count=8958 22 21 29 22 27 21 38 20 20 21 20 internal_value=0 -0.015141 -0.0128449 -0.0155073 -0.0114737 -0.013816 -0.553406 -0.01027 -0.455995 -0.272743 -0.450136 internal_weight=0 9197 9176 9147 9064 9037 59 8978 83 63 41 internal_count=9219 9197 9176 9147 9064 9037 59 8978 83 63 41 is_linear=0 shrinkage=0.01 Tree=393 num_leaves=9 num_cat=1 split_feature=5 10 1 10 4 25 6 26 split_gain=599603 391201 275065 182182 176563 143398 125118 2646.6 threshold=1374.9750000000004 1211.5375000000001 1530.8125000000002 788.58750000000009 1341.6425000000002 0 1144.97 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.30280813238837506 -1.6678619813919067 1.3169016335227273 -1.1896465797424316 -0.94596956570943191 -0.90826261260292751 -0.0079677199995034729 0.78385771274566651 -0.39059112502682597 leaf_weight=77 22 22 20 21 22 8953 20 62 leaf_count=77 22 22 20 21 22 8953 20 62 internal_value=0 -0.0149896 -0.0181832 -0.015624 -0.0134851 -0.0113247 -0.00619591 -0.319013 internal_weight=0 9197 9175 9155 9134 9112 8973 139 internal_count=9219 9197 9175 9155 9134 9112 8973 139 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=15 num_cat=1 split_feature=4 1 25 12 4 0 14 11 8 0 11 2 26 14 split_gain=538176 217968 171423 171496 1.14105e+06 184948 176716 216671 148875 33607.2 32269 15502.7 7618.97 2770.42 threshold=1120.4650000000004 1422.3575000000001 0 312.37500000000006 62.300000000000004 831.91125000000011 460.42500000000007 465.34500000000008 37.14500000000001 1265.0725000000002 67.800000000000011 52.547500000000007 2022.5000000000002 683.23000000000013 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 5 8 6 7 -4 10 -7 -5 -2 -1 -8 right_child=11 -3 3 4 -6 9 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.29978006338144275 -0.9792884650230409 -1.0565158739089966 -0.0064404443888804591 -0.29602445656912668 2.2572017272949219 -0.80876064177482365 0.73236406040191659 -0.71802638935488317 0.51062715348743259 -0.30425257143766987 -0.79955437493324288 -1.3730234010219573 -0.44619953025471082 0.56791167032150991 leaf_weight=77 20 20 8777 35 25 31 20 43 21 23 20 20 66 21 leaf_count=77 20 20 8777 35 25 31 20 43 21 23 20 20 66 21 internal_value=0 -0.0137009 -0.0114237 -0.00577195 0.403973 -0.0104205 -0.00686486 -0.00990963 -0.205642 -0.593878 -0.479126 -1.17616 -0.343348 0.648132 internal_weight=0 9179 9159 9016 101 8915 8861 8820 76 54 55 40 143 41 internal_count=9219 9179 9159 9016 101 8915 8861 8820 76 54 55 40 143 41 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=395 num_leaves=11 num_cat=0 split_feature=5 0 4 0 17 18 15 0 16 26 split_gain=786870 668552 380127 193293 129650 158047 138789 138685 53984.7 18594.9 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 31.902000000000001 368.63682000000006 218.29500000000002 449.26500000000004 108.49500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 -5 right_child=-2 -3 -4 9 6 -7 -8 -9 -10 -11 leaf_value=-0.0063236677204762158 1.9783042879104613 1.3163140327052065 -1.3899607677459715 -0.36900764552029702 -0.075493870091078621 0.88688506507873544 -1.063341456413269 0.47212647266075258 -0.53943441803567116 -0.74212076215183032 leaf_weight=8880 20 38 20 22 116 20 20 61 32 34 leaf_count=8880 20 38 20 22 116 20 20 61 32 34 internal_value=0 -0.00736042 -0.0128248 -0.00982613 -0.00623319 -0.00107318 -0.281464 -0.00305944 -0.175805 -0.595541 internal_weight=0 9243 9205 9185 9129 8961 168 8941 148 56 internal_count=9263 9243 9205 9185 9129 8961 168 8941 148 56 is_linear=0 shrinkage=0.01 Tree=396 num_leaves=20 num_cat=0 split_feature=0 0 3 13 13 6 6 12 12 26 6 1 3 1 6 3 12 6 6 split_gain=540385 470608 269119 211268 492922 134198 210513 139832 320640 125430 108735 74055.1 29465.7 27085 18697.8 14992.7 9753.19 8134.23 1159.13 threshold=1205.5225000000003 1660.4350000000002 436.23750000000007 548.95500000000004 874.60000000000014 379.49000000000007 310.65000000000003 465.34500000000008 312.37500000000006 2022.5000000000002 190.42000000000004 91.390500000000017 677.46500000000015 172.12500000000003 593.34250000000009 652.50000000000011 747.7125000000002 470.16250000000008 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 7 8 -1 11 15 12 -4 14 17 -11 -9 -7 -16 right_child=1 -3 9 4 -6 13 -8 16 -10 10 -12 -13 -14 -15 18 -17 -18 -19 -20 leaf_value=-0.0037164973787718676 2.1880073547363281 0.044637327194213865 0.40878581523895263 1.7097207732822586 -0.36061145119045096 -0.29803802762712756 0.83570025463898978 -0.659070930480957 1.0680949912752424 -0.25654855489730838 -1.3057840078527279 -0.60833488464355467 -0.12155663761225613 -0.6836355485916138 -0.088430039882659919 -0.59803007973564992 -0.38732545729194373 -0.5798279578685761 -0.18671228218078614 leaf_weight=8814 21 20 20 23 23 21 30 25 28 20 22 20 22 20 20 36 28 20 30 leaf_count=8814 21 20 20 23 23 21 30 25 28 20 22 20 22 20 20 36 28 20 30 internal_value=0 1.14246 -0.00813516 -0.00142809 0.674555 -0.00486935 -0.000571588 -0.00339207 -0.000322387 -0.443232 -0.710094 -0.107504 0.130987 -0.350433 -0.277201 -0.476072 -0.515507 -0.435497 -0.147399 internal_weight=0 41 9222 9082 46 9036 8925 8895 8842 140 78 62 42 111 91 56 53 41 50 internal_count=9263 41 9222 9082 46 9036 8925 8895 8842 140 78 62 42 111 91 56 53 41 50 is_linear=0 shrinkage=0.01 Tree=397 num_leaves=11 num_cat=0 split_feature=5 0 4 0 17 18 0 14 16 26 split_gain=770491 644099 370487 189012 127176 154947 135855 100227 44315.9 18175.8 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 31.902000000000001 368.63682000000006 449.26500000000004 218.29500000000002 108.49500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -5 right_child=-2 -3 -4 9 7 -7 -8 -9 -10 -11 leaf_value=-0.0061914802675354635 1.9576356854438783 1.2919877082423159 -1.3721799659729004 -0.36488404273986819 -0.090804416816681624 0.87821459960937509 0.46735188179328796 -0.94313357877731319 -0.49412496071722772 -0.7337677882699406 leaf_weight=8880 20 38 20 22 112 20 61 20 36 34 leaf_count=8880 20 38 20 22 112 20 61 20 36 34 internal_value=0 -0.00725441 -0.0126179 -0.00965753 -0.0061046 -0.00099404 -0.00296073 -0.278698 -0.188909 -0.588849 internal_weight=0 9243 9205 9185 9129 8961 8941 168 148 56 internal_count=9263 9243 9205 9185 9129 8961 8941 168 148 56 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=11 num_cat=0 split_feature=5 0 4 0 17 18 15 0 7 26 split_gain=755159 631282 363114 185250 124646 151864 135184 133152 32572.8 17814.1 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 31.902000000000001 368.63682000000006 218.29500000000002 449.26500000000004 114.15000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 -5 right_child=-2 -3 -4 9 6 -7 -8 -9 -10 -11 leaf_value=-0.0061295656629382876 1.9380593886375428 1.2790678335490979 -1.3584581623077392 -0.36123520417646932 -0.10475034562552848 0.86943245887756349 -1.0475675067901611 0.46267836517974981 -0.50069637994766236 -0.72643011149238135 leaf_weight=8880 20 38 20 22 123 20 20 61 25 34 leaf_count=8880 20 38 20 22 123 20 20 61 25 34 internal_value=0 -0.00718186 -0.0124917 -0.00956095 -0.00604355 -0.000984099 -0.275911 -0.00293112 -0.171633 -0.582961 internal_weight=0 9243 9205 9185 9129 8961 168 8941 148 56 internal_count=9263 9243 9205 9185 9129 8961 168 8941 148 56 is_linear=0 shrinkage=0.01 Tree=399 num_leaves=11 num_cat=0 split_feature=5 1 4 11 5 1 12 12 10 3 split_gain=740131 426134 342725 153354 130939 172181 140666 272182 83043.6 75621.6 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 874.60000000000014 410.11250000000001 177.05000000000004 486.41000000000003 312.37500000000006 42.190000000000005 14.851500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=-0.0020735922959406344 1.9186788046360017 1.1633659147447155 -1.2576924965598368 -0.80637799302736923 0.010439867617479011 -1.140865791277452 -0.19922116759661085 0.88149923542567665 -0.97505154436284847 -0.69025693106651309 leaf_weight=8963 20 31 22 24 67 22 37 35 22 20 leaf_count=8963 20 31 22 24 67 22 37 35 22 20 internal_value=0 -0.00711004 -0.0110489 -0.00806455 -0.00597427 -0.350502 -0.00182792 0.00136329 -0.488514 -0.15064 internal_weight=0 9243 9212 9190 9166 109 9057 8998 59 87 internal_count=9263 9243 9212 9190 9166 109 9057 8998 59 87 is_linear=0 shrinkage=0.01 Tree=400 num_leaves=11 num_cat=0 split_feature=4 5 0 2 26 3 10 10 18 3 split_gain=338317 323928 383672 132479 206110 168771 161828 869456 132542 52276.9 threshold=1422.3575000000001 1204.8925000000002 1219.7885000000003 890.22500000000014 2022.5000000000002 652.50000000000011 96.07050000000001 121.23250000000002 593.64750000000015 947.25000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 8 -8 -1 -7 right_child=-2 -3 -4 4 -6 9 7 -9 -10 -11 leaf_value=0.0055885661314475478 1.313326961517334 -1.1033061650624643 1.0042079847286909 1.1667929504394532 -0.10488716681308757 -0.91702425609935423 2.2612283549308776 0.088200923237821152 -0.77157209396362303 -0.29494300815888813 leaf_weight=8760 20 26 39 25 26 22 20 232 22 35 leaf_count=8760 20 26 39 25 26 22 20 232 22 35 internal_value=0 0.0113057 0.0144622 0.01024 0.518485 0.00738872 0.0108112 0.260663 0.00364168 -0.535045 internal_weight=0 9207 9181 9142 51 9091 9034 252 8782 57 internal_count=9227 9207 9181 9142 51 9091 9034 252 8782 57 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=18 num_cat=3 split_feature=4 5 25 1 4 1 24 1 8 8 1 1 12 3 1 25 1 split_gain=331585 317482 273134 330290 640814 391464 272468 755878 304818 216829 393308 116056 125527 53001.1 44316.8 42722.6 16502 threshold=1422.3575000000001 1204.8925000000002 0 263.99500000000006 457.74500000000006 184.72500000000005 1 77.02500000000002 515.18500000000006 173.80000000000004 485.55000000000001 343.01500000000004 362.12500000000006 432.41388000000001 433.55000000000007 2 644.32500000000016 decision_type=2 2 9 2 2 2 1 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 5 9 6 7 -1 -8 10 -5 12 13 15 -13 -4 -16 right_child=-2 -3 11 4 -6 -7 8 -9 -10 -11 -12 14 -14 -15 16 -17 -18 leaf_value=-0.19152775750992046 1.3001938438415528 -1.0922730904359084 0.065997659551516596 1.4145424461364746 2.2057690011887323 -1.2646218417939685 0.18275184392207472 1.7540155886468431 1.2824239848210259 -0.58237222844904124 0.099012432359669306 -0.75673294365406041 0.62946714308954055 -0.37586463973690298 -0.066290253533257376 -0.014029634668490155 -0.4307988031985967 leaf_weight=407 20 26 729 33 21 21 826 21 26 22 73 24 31 39 27 6858 23 leaf_count=407 20 26 729 33 21 21 826 21 26 22 73 24 31 39 27 6858 23 internal_value=0 0.0111927 0.0143176 0.139752 0.58669 0.0896399 0.111858 -0.0938755 0.213801 0.32106 0.508564 -0.00937712 -0.00558032 -0.00816181 -0.403511 -0.00627168 -0.233964 internal_weight=0 9207 9181 1450 149 1301 1280 428 852 128 106 7731 7657 7626 74 7587 50 internal_count=9227 9207 9181 1450 149 1301 1280 428 852 128 106 7731 7657 7626 74 7587 50 cat_boundaries=0 2 3 6 cat_threshold=19407232 2147549184 2704 0 67108865 201328640 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=9 num_cat=1 split_feature=4 5 0 6 0 25 19 12 split_gain=324986 311164 373662 177175 169354 173977 173961 71566.9 threshold=1422.3575000000001 1204.8925000000002 1219.7885000000003 1144.97 831.91125000000011 0 518.68250000000012 362.12500000000006 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.086964356183254973 1.2871918716430666 -1.0813503302977636 0.99092320760091146 0.86808297872543339 -0.74235469627380368 -0.013699201836176801 1.0246907536983489 0.54500608692998476 leaf_weight=1826 20 26 39 24 30 7219 20 23 leaf_count=1826 20 26 39 24 30 7219 20 23 internal_value=0 0.0110813 0.014175 0.0100082 0.00774958 0.0102257 0.0966006 -0.0119084 internal_weight=0 9207 9181 9142 9118 9088 1846 7242 internal_count=9227 9207 9181 9142 9118 9088 1846 7242 cat_boundaries=0 3 cat_threshold=19407232 2147483649 134217728 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=9 num_cat=0 split_feature=4 6 5 0 0 2 3 26 split_gain=318518 306756 448124 315621 166019 128533 206124 201649 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 890.22500000000014 652.50000000000011 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=0.011146955504300731 1.2743199996948242 1.1903823800520463 -1.4509794746126448 0.93321875804179433 -0.73493113390604647 1.1520678634643555 -0.59743445576567733 -0.10577634226817351 leaf_weight=8990 20 22 21 37 30 25 56 26 leaf_count=8990 20 22 21 37 30 25 56 26 internal_value=0 0.0109705 0.00814555 0.0114892 0.00775264 0.0102019 0.00737948 0.510814 internal_weight=0 9207 9185 9164 9127 9097 9046 51 internal_count=9227 9207 9185 9164 9127 9097 9046 51 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=9 num_cat=2 split_feature=4 6 5 0 0 25 24 12 split_gain=312180 300651 439207 309340 162716 173951 262029 70223.8 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 0 1 362.12500000000006 decision_type=2 2 2 2 2 9 1 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.20843063096003892 1.2615767402648925 1.1784785340049051 -1.4364697372345696 0.92388660637108067 -0.72758182207743338 -0.013995865149506265 -0.027831877811364664 0.53944456038267719 leaf_weight=976 20 22 21 37 30 7200 898 23 leaf_count=976 20 22 21 37 30 7200 898 23 internal_value=0 0.0108608 0.0080641 0.0113744 0.00767512 0.0100998 0.0956695 -0.0122166 internal_weight=0 9207 9185 9164 9127 9097 1874 7223 internal_count=9227 9207 9185 9164 9127 9097 1874 7223 cat_boundaries=0 3 4 cat_threshold=19407232 2147483649 201326592 287 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=12 num_cat=1 split_feature=1 4 1 12 4 5 1 5 25 1 12 split_gain=344500 366360 233369 254890 1.37629e+06 401906 271408 198309 172653 32518.7 2267.79 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 312.37500000000006 62.300000000000004 1318.45 629.70000000000016 43.440000000000005 0 967.31750000000011 515.18500000000006 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 7 6 8 10 -1 -4 -5 right_child=-2 -3 9 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.25341146858564889 1.0496131823139805 -1.3256516118276687 -0.48037328475713731 -0.43017665602944116 2.4812688115926891 -1.4215538294315337 1.0596012393633525 0.65733482074737548 -0.012562575108819894 -1.050625391960144 -0.56206666331738231 leaf_weight=241 31 21 20 22 26 20 24 20 8827 20 32 leaf_count=241 31 21 20 22 26 20 24 20 8827 20 32 internal_value=0 -0.00632577 -0.00333119 -2.17302e-05 0.502097 -0.00553225 -0.00241737 -0.193288 -0.00522819 -0.765499 -0.508334 internal_weight=0 9273 9252 9212 100 9112 9092 74 9068 40 54 internal_count=9304 9273 9252 9212 100 9112 9092 74 9068 40 54 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=406 num_leaves=9 num_cat=0 split_feature=1 4 1 18 1 1 12 1 split_gain=337643 359071 228727 281095 205246 115324 118467 31871.6 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 765.88 629.70000000000016 497.97750000000002 312.37500000000006 967.31750000000011 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=-0.0067356953760284687 1.0391170901636924 -1.3123950853801909 -0.47556954264640811 1.1556187584286643 0.88456869748922506 -0.62417220020294184 0.35787392761972214 -1.0401191692352294 leaf_weight=9045 31 21 20 21 26 30 90 20 leaf_count=9045 31 21 20 21 26 30 90 20 internal_value=0 -0.00625991 -0.00329527 -1.8899e-05 -0.00265935 -0.00517631 -0.00314348 -0.757844 internal_weight=0 9273 9252 9212 9191 9165 9135 40 internal_count=9304 9273 9252 9212 9191 9165 9135 40 is_linear=0 shrinkage=0.01 Tree=407 num_leaves=10 num_cat=2 split_feature=1 4 1 18 1 25 24 20 1 split_gain=330924 351925 224175 275502 201161 138602 921922 122560 31237.4 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 765.88 629.70000000000016 0 1 355.67500000000007 967.31750000000011 decision_type=2 2 2 2 2 9 1 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=0.88953103986279713 1.028725849274666 -1.2992711271842321 -0.47081386357545851 1.1440626126243953 0.87572298783522384 -0.013643134436313559 -0.30236007311486252 0.70193090538183855 -1.0297179603576661 leaf_weight=106 31 21 20 21 26 8894 141 24 20 leaf_count=106 31 21 20 21 26 8894 141 24 20 internal_value=0 -0.00619731 -0.00326232 -1.87097e-05 -0.00263276 -0.00512455 0.223849 -0.0117043 -0.750266 internal_weight=0 9273 9252 9212 9191 9165 247 8918 40 internal_count=9304 9273 9252 9212 9191 9165 247 8918 40 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1557 is_linear=0 shrinkage=0.01 Tree=408 num_leaves=13 num_cat=0 split_feature=1 5 18 5 8 8 0 0 5 26 5 8 split_gain=324335 155547 270618 230739 165301 197121 217775 121341 72410.2 95356 13713.6 5201.57 threshold=1236.1260000000004 432.41388000000001 765.88 365.16250000000008 637.20000000000016 466.8300000000001 1295.4950000000001 184.44910000000004 1204.8925000000002 2022.5000000000002 644.32500000000016 911.47500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -3 -11 -6 right_child=-2 7 -4 -5 11 -7 -8 -9 -10 10 -12 -13 leaf_value=-0.0037178677152871239 1.0184386567146548 0.43763421927179608 1.1326219377063569 1.0190058430758391 -0.49072567653656007 0.80591237449646003 -1.0483666725158691 -0.88492503046989446 -0.66487284826195758 -0.47519882699717647 -0.12987440751946491 -0.70709149475097666 leaf_weight=9006 31 28 21 22 20 30 20 32 23 23 23 25 leaf_count=9006 31 28 21 22 20 30 20 32 23 23 23 25 internal_value=0 -0.00612901 -0.0012644 -0.00387447 -0.00634709 -0.00334288 -0.00603262 -0.35095 -0.174794 -0.022472 -0.302537 -0.610929 internal_weight=0 9273 9144 9123 9101 9056 9026 129 97 74 46 45 internal_count=9304 9273 9144 9123 9101 9056 9026 129 97 74 46 45 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=15 num_cat=0 split_feature=12 0 12 4 5 4 14 11 8 4 14 2 12 4 split_gain=297462 516248 250822 1.31492e+06 222277 139843 152794 207536 97769.8 84051.5 45932.5 5152.1 2284.6 901.389 threshold=1064.4750000000001 1219.7885000000003 312.37500000000006 73.320000000000007 802.66250000000002 644.32500000000016 460.42500000000007 460.42500000000007 37.14500000000001 133.60000000000002 765.88 14.851500000000001 515.18500000000006 911.47500000000014 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 12 -6 -8 13 -4 -7 right_child=-2 -3 3 -5 9 11 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0014610467015446018 -1.1641099067167802 1.2485936349810975 -0.4432044405937195 2.5771301377337914 -1.0213062256780163 -0.36571201038360601 0.95310018920898443 -0.62326645127049196 0.32383295331682477 -0.20162041794170033 0.27536468148231508 -0.60637164483467731 -0.59435349273681637 -0.45951645442417693 leaf_weight=8958 22 33 20 23 29 20 20 54 21 22 20 21 20 21 leaf_count=8958 22 33 20 23 29 20 20 54 21 22 20 21 20 21 internal_value=0 6.46789e-05 -0.00439001 0.539563 -0.00937551 -0.00569158 -0.00244975 -0.00518691 -0.228699 -0.667716 0.614232 -0.478998 -0.518779 -0.413758 internal_weight=0 9282 9249 84 9165 9114 9052 9012 61 51 40 62 40 41 internal_count=9304 9282 9249 84 9165 9114 9052 9012 61 51 40 62 40 41 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=12 num_cat=1 split_feature=0 2 0 19 13 11 18 25 1 0 26 split_gain=382139 684244 337866 256393 248406 631996 222291 192374 136470 125493 21846.8 threshold=744.3325000000001 378.05000000000007 1265.0725000000002 478.87750000000005 548.95500000000004 14.655000000000003 593.64750000000015 0 1236.1260000000004 122.73 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=3 2 -2 4 6 -6 7 10 9 -9 -1 right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11 -12 leaf_value=-0.23747202076631435 0.7624830165662263 2.2417281441461472 -0.71691089043250456 1.0562800403263257 1.8172074790954591 -0.47970225914664888 -1.0086564324118874 -0.0015628722053219583 -0.7487660884857178 0.18659148358009958 -0.46697906876787726 leaf_weight=85 38 21 26 23 25 23 22 8450 24 370 81 leaf_count=85 38 21 26 23 25 23 22 8450 24 370 81 internal_value=0 0.675423 0.161479 0.00179642 -0.00087463 0.716605 -0.00468763 -0.00223621 0.00427628 0.00633022 -0.329605 internal_weight=0 85 64 9103 9080 48 9032 9010 8844 8820 166 internal_count=9188 85 64 9103 9080 48 9032 9010 8844 8820 166 cat_boundaries=0 3 cat_threshold=33562624 0 512 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=11 num_cat=0 split_feature=4 0 2 0 19 5 1 12 12 10 split_gain=470628 384259 684428 809179 252895 263086 227762 147595 258809 80535.1 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 478.87750000000005 1265.0725000000002 1236.1260000000004 465.34500000000008 312.37500000000006 42.190000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 7 8 -1 -9 right_child=-2 2 -4 -5 -6 -7 -8 9 -10 -11 leaf_value=0.0011748485424561896 1.5402714920043945 1.0671131191831646 2.0268882025205173 -1.3762911257536516 1.0457172431116519 -1.1498589429855346 -0.97454614082972213 -0.20904243127188898 0.88840122569691049 -0.92917950034141539 leaf_weight=8918 20 33 26 23 23 20 24 44 33 24 leaf_count=8918 20 33 26 23 23 20 24 44 33 24 internal_value=0 0.00460523 0.686087 0.0635721 -0.00154506 -0.00420279 -0.001669 0.000919876 0.00444582 -0.463208 internal_weight=0 9168 82 56 9086 9063 9043 9019 8951 68 internal_count=9188 9168 82 56 9086 9063 9043 9019 8951 68 is_linear=0 shrinkage=0.01 Tree=412 num_leaves=10 num_cat=0 split_feature=4 0 2 0 19 5 1 18 12 split_gain=461262 376612 670808 793076 247862 257851 223230 220314 146204 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 478.87750000000005 1265.0725000000002 1236.1260000000004 593.64750000000015 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 7 8 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.0068725937118100646 1.5248686370849609 1.056441970016017 2.0066193808042088 -1.3625281524658204 1.0352600765228273 -1.1383603758811951 -0.96480066935221365 -0.99858161752874197 -0.45857637512004551 leaf_weight=8929 20 33 26 23 23 20 24 22 68 leaf_count=8929 20 33 26 23 23 20 24 22 68 internal_value=0 0.00455917 0.679226 0.0629364 -0.00152961 -0.00416077 -0.00165231 0.000910677 0.0033547 internal_weight=0 9168 82 56 9086 9063 9043 9019 8997 internal_count=9188 9168 82 56 9086 9063 9043 9019 8997 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=8 num_cat=0 split_feature=4 6 12 19 18 9 2 split_gain=452083 247454 233057 176410 187485 154597 157260 threshold=1530.8125000000002 1253.9725000000001 1058.7500000000002 626.91500000000008 636.15000000000009 1064.4750000000001 1164.4950000000001 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=0.0049748207363307251 1.5096199264526369 0.96044048591896347 -0.94373248307750768 0.94253229522705084 -0.91970799359408295 0.86157433918544235 -0.72024339230855305 leaf_weight=9022 20 27 26 20 22 21 30 leaf_count=9022 20 27 26 20 22 21 30 internal_value=0 0.00451358 0.00169004 0.0043868 0.00232381 0.00455953 0.00257131 internal_weight=0 9168 9141 9115 9095 9073 9052 internal_count=9188 9168 9141 9115 9095 9073 9052 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=15 num_cat=2 split_feature=4 0 2 0 1 1 3 25 5 25 1 1 0 26 split_gain=443086 368310 656259 777110 203375 212862 429761 152971 110214 104288 41232.6 60114.3 37022.1 11356.1 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 736.8325000000001 403.91250000000008 47.808000000000007 0 1204.8925000000002 1 577.68750000000011 470.16250000000008 44.590000000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 9 2 2 2 2 left_child=1 4 3 -3 5 7 10 13 9 -9 11 -7 -6 -1 right_child=-2 2 -4 -5 12 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.23522751976461972 1.494523666381836 1.0455416690942014 1.9845761394500734 -1.348955608865489 -0.40147603506977497 0.29149399583989921 1.741624967484247 0.16907583174358481 -0.73818529939651489 -0.0022473598465470529 0.46947467803955079 -0.44775838765231046 -0.92717154423395798 -0.40231785083428406 leaf_weight=85 20 33 26 23 37 22 21 361 20 8399 20 22 21 78 leaf_count=85 20 33 26 23 37 22 21 361 20 8399 20 22 21 78 internal_value=0 0.00446845 0.671657 0.0620874 -0.00155285 0.00223926 0.500304 -0.00249466 0.00330664 0.00500332 0.092995 -0.0781322 -0.591814 -0.296966 internal_weight=0 9168 82 56 9086 9028 85 8943 8780 8760 64 44 58 163 internal_count=9188 9168 82 56 9086 9028 85 8943 8780 8760 64 44 58 163 cat_boundaries=0 3 5 cat_threshold=33562624 0 512 17301504 2164260865 is_linear=0 shrinkage=0.01 Tree=415 num_leaves=12 num_cat=0 split_feature=10 4 5 4 4 1 1 1 26 3 4 split_gain=653884 521828 203317 178854 364598 218007 171147 318560 107994 81359.3 25201 threshold=1144.97 1164.6975000000002 1279.9550000000002 494.73750000000007 344.21500000000003 9.775500000000001 497.97750000000002 453.00000000000006 2022.5000000000002 98.25500000000001 415.60849999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 7 -1 -5 -8 -6 right_child=-2 -3 -4 8 5 -7 9 -9 -10 -11 -12 leaf_value=-0.012382328916733576 -1.7766712370372955 1.1915241076217757 -1.0219531860351563 -1.1002369126029636 0.58293098540533161 1.578174346742176 -0.27343198432413102 1.2510911388397217 -0.21301276866127464 -0.96396167743773686 0.098622909892689098 leaf_weight=8931 21 36 20 23 21 21 91 20 34 21 22 leaf_count=8931 21 36 20 23 21 21 91 20 34 21 22 internal_value=0 -0.0100898 -0.0147897 -0.0125964 -0.00910895 0.743014 -0.0144202 -0.00955924 -0.571015 -0.402906 0.335145 internal_weight=0 9240 9204 9184 9127 64 9063 8951 57 112 43 internal_count=9261 9240 9204 9184 9127 64 9063 8951 57 112 43 is_linear=0 shrinkage=0.01 Tree=416 num_leaves=14 num_cat=2 split_feature=10 4 4 4 1 25 1 1 0 26 1 24 4 split_gain=640872 511444 182383 372782 224315 195434 305696 612585 157051 105519 69873.4 68891.7 27848.7 threshold=1144.97 1164.6975000000002 494.73750000000007 344.21500000000003 129.39000000000001 0 441.67528000000004 263.99500000000006 806.46500000000003 2022.5000000000002 844.84875000000011 1 415.60849999999999 decision_type=2 2 2 2 2 9 2 2 2 2 2 1 2 left_child=1 2 3 5 12 6 7 -1 11 -4 -8 -7 -5 right_child=-2 -3 9 4 -6 8 10 -9 -10 -11 -12 -13 -14 leaf_value=-0.14499367845513053 -1.7589045134044829 1.17960877035641 -1.0406209366138166 0.59529789302660074 1.6248094673156737 0.027433031081915617 -1.093745756149292 1.3065030301411946 0.84417902426286173 -0.20458957142300077 -0.45669737805019728 -0.03114084222165877 0.097636686671863912 leaf_weight=944 21 36 26 23 20 4002 36 30 22 36 33 4010 22 leaf_count=944 21 36 26 23 20 4002 36 30 22 36 33 4010 22 internal_value=0 -0.00998887 -0.0146418 -0.0109759 0.743632 -0.0163796 -0.144468 -0.100286 0.000428527 -0.555183 -0.78907 -0.00188778 0.351997 internal_weight=0 9240 9204 9142 65 9077 1043 974 8034 62 69 8012 45 internal_count=9261 9240 9204 9142 65 9077 1043 974 8034 62 69 8012 45 cat_boundaries=0 2 3 cat_threshold=67109248 16842752 123 is_linear=0 shrinkage=0.01 Tree=417 num_leaves=13 num_cat=1 split_feature=10 5 0 25 19 5 5 0 6 3 1 5 split_gain=628118 334048 287240 139873 195482 164382 363567 160854 149271 87641.8 85033.5 53569.6 threshold=1144.97 1412.3803750000002 1062.9250000000002 0 366.90000000000003 385.88250000000005 259.87500000000006 583.76964000000009 177.35000000000002 644.32500000000016 169.17500000000004 677.46500000000015 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 8 9 -1 -5 11 -7 right_child=-2 -3 -4 4 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=-0.081101582443210432 -1.7413154820033483 1.2810897426605226 0.84369690332657254 0.00078825666772641678 0.96265105656215133 -0.67403454303741461 1.2152030726841518 -0.83850538917209794 -0.52641153732935586 -0.61740517362304359 -1.128931179954892 0.026718150734901431 leaf_weight=1065 21 20 39 7882 21 24 21 23 81 23 21 20 leaf_count=1065 21 20 39 7882 21 24 21 23 81 23 21 20 internal_value=0 -0.00988902 -0.0126894 -0.0163273 -0.000886698 -0.115011 -0.0886832 -0.00344007 -0.112576 -0.00101041 -0.605385 -0.355511 internal_weight=0 9240 9220 9181 7949 1232 1167 7928 1146 7905 65 44 internal_count=9261 9240 9220 9181 7949 1232 1167 7928 1146 7905 65 44 cat_boundaries=0 2 cat_threshold=67109248 83951616 is_linear=0 shrinkage=0.01 Tree=418 num_leaves=12 num_cat=0 split_feature=4 5 3 1 0 0 1 6 26 26 2 split_gain=301686 617033 223567 1.89075e+06 582186 174519 159718 100711 97076.5 90191.1 889.159 threshold=1422.3575000000001 1279.9550000000002 488.75250000000005 397.87500000000006 1335.1525000000004 806.46500000000003 441.67528000000004 470.16250000000008 2022.5000000000002 2022.5000000000002 14.851500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -4 -8 -10 right_child=-2 -3 3 -5 -6 -7 9 -9 10 -11 -12 leaf_value=-0.0078830040112045242 1.1559572323885832 -1.6178028440475465 0.19039508310953776 3.2034959964752199 -1.6421270058371804 0.70168758167940026 -0.077444064233262666 -0.36651892331582081 -0.57934498585187466 -0.60820831397601538 -0.49065655690431598 leaf_weight=8855 22 24 30 20 22 34 59 79 26 70 20 leaf_count=8855 22 24 30 20 22 34 59 79 26 70 20 internal_value=0 -0.0164621 -0.0122915 0.467767 -0.0173453 -0.013416 -0.0160987 -0.0110543 -0.252161 -0.365456 -0.540785 internal_weight=0 9239 9215 96 9119 9097 9063 8934 76 129 46 internal_count=9261 9239 9215 96 9119 9097 9063 8934 76 129 46 is_linear=0 shrinkage=0.01 Tree=419 num_leaves=12 num_cat=0 split_feature=10 4 5 4 4 1 1 1 26 3 4 split_gain=614699 493683 196273 171296 349351 208247 163005 312279 104410 81897.9 24171.6 threshold=1144.97 1164.6975000000002 1279.9550000000002 494.73750000000007 344.21500000000003 9.775500000000001 497.97750000000002 453.00000000000006 2022.5000000000002 98.25500000000001 415.60849999999999 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 7 -1 -5 -8 -6 right_child=-2 -3 -4 8 5 -7 9 -9 -10 -11 -12 leaf_value=-0.011909971886232384 -1.722487273443313 1.1591028329481681 -1.0037894258499145 -1.0789323085287343 0.5716074625651042 1.5438218289329892 -0.26308917104870405 1.2390470256805421 -0.20655182179282694 -0.95590063895498012 0.097293285456570705 leaf_weight=8931 21 36 20 23 21 21 91 20 34 21 22 leaf_count=8931 21 36 20 23 21 21 91 20 34 21 22 internal_value=0 -0.00965626 -0.0142277 -0.0120727 -0.00865975 0.72757 -0.0138588 -0.00911485 -0.558565 -0.392991 0.328935 internal_weight=0 9240 9204 9184 9127 64 9063 8951 57 112 43 internal_count=9261 9240 9204 9184 9127 64 9063 8951 57 112 43 is_linear=0 shrinkage=0.01 Tree=420 num_leaves=12 num_cat=2 split_feature=4 4 0 0 25 19 2 0 24 26 26 split_gain=322176 183662 334826 177247 174711 142559 132391 147369 47768.8 7186.59 5177.22 threshold=1422.3575000000001 967.31750000000011 806.46500000000003 1295.4950000000001 0 518.68250000000012 1120.4650000000004 593.05000000000007 1 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 1 2 2 left_child=1 2 4 -4 8 6 7 -6 10 -10 -1 right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 leaf_value=-0.05218219369144763 1.2349218423025949 -0.78626728959878289 1.1638722373343804 0.13878255167315084 -0.002523345243798482 0.82228597323099784 0.67194789524736087 -0.72915094579969142 -0.38645812529104723 -0.54814203854118082 -0.18704530785300516 leaf_weight=59 21 30 37 31 8828 21 29 28 54 56 55 leaf_count=59 21 30 37 31 8828 21 29 28 54 56 55 internal_value=0 -0.00510308 -0.00255525 0.696552 -0.00776219 -0.000665974 -0.0026118 -0.00482072 -0.277483 -0.429706 -0.107792 internal_weight=0 9228 9198 68 9130 8906 8885 8856 224 110 114 internal_count=9249 9228 9198 68 9130 8906 8885 8856 224 110 114 cat_boundaries=0 2 3 cat_threshold=8192 67108864 3274 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=12 num_cat=0 split_feature=4 5 0 1 1 1 2 2 0 0 1 split_gain=315765 608370 296402 234109 214838 297921 261309 203970 175480 131197 31658 threshold=1422.3575000000001 1204.8925000000002 806.46500000000003 50.217500000000008 736.8325000000001 485.55000000000001 28.484500000000004 1071.6575 603.77750000000015 1205.5225000000003 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 7 -7 8 -1 -4 -6 right_child=-2 -3 3 -5 10 6 -8 -9 -10 -11 -12 leaf_value=-0.0058976099287078847 1.2225726463681175 -1.4511619331096781 0.74992337660356001 1.4551166439056398 -0.40902423943392935 0.16179571469624837 1.6162221699669248 0.95592223600907755 -0.88048879457556684 -0.36915239334106448 -0.88395903930664066 leaf_weight=8980 21 29 22 24 32 30 21 22 23 20 25 leaf_count=8980 21 29 22 24 32 30 21 22 23 20 25 internal_value=0 -0.00505205 -0.000493167 0.667243 -0.00531859 -0.00147498 0.760677 -0.00578188 -0.00813193 0.21703 -0.617329 internal_weight=0 9228 9199 66 9133 9076 51 9025 9003 42 57 internal_count=9249 9228 9199 66 9133 9076 51 9025 9003 42 57 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=12 num_cat=0 split_feature=4 5 0 1 26 1 1 2 2 0 1 split_gain=309481 596263 290504 229450 491327 210563 291992 256109 199911 171988 31028 threshold=1422.3575000000001 1204.8925000000002 806.46500000000003 50.217500000000008 2022.5000000000002 736.8325000000001 485.55000000000001 28.484500000000004 1071.6575 603.77750000000015 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 8 -8 9 -1 -7 right_child=-2 -3 3 -5 -6 10 7 -9 -10 -11 -12 leaf_value=-0.0058386341878150765 1.2103468686058407 -1.4366503452432569 -0.81639069643887607 1.4405654394626617 1.3492353801727297 -0.40493400536477564 0.1601777197519938 1.6000599733988443 0.94636306979439488 -0.87168391310650362 -0.87511944503784178 leaf_weight=8980 21 29 22 24 20 32 30 21 22 23 25 leaf_count=8980 21 29 22 24 20 32 30 21 22 23 25 internal_value=0 -0.00500153 -0.000488235 0.660571 0.21486 -0.00526541 -0.00146023 0.75307 -0.00572406 -0.00805061 -0.611156 internal_weight=0 9228 9199 66 42 9133 9076 51 9025 9003 57 internal_count=9249 9228 9199 66 42 9133 9076 51 9025 9003 57 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=12 num_cat=0 split_feature=4 5 0 1 26 1 1 26 19 0 1 split_gain=303322 585213 285071 224884 481549 206095 286492 189374 172193 168502 30410.5 threshold=1422.3575000000001 1279.9550000000002 806.46500000000003 50.217500000000008 2022.5000000000002 736.8325000000001 485.55000000000001 2022.5000000000002 518.68250000000012 603.77750000000015 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 8 -8 9 -1 -7 right_child=-2 -3 3 -5 -6 10 7 -9 -10 -11 -12 leaf_value=-0.0059430047244980102 1.1982433500744047 -1.5644533832867942 -0.80822678652676672 1.4261597967147828 1.3357430362701417 -0.40088466717861593 1.3669683349609374 0.14801219316629263 0.92078025054931645 -0.86296707111856208 -0.86636825637817383 leaf_weight=8987 21 24 22 24 20 32 25 26 20 23 25 leaf_count=8987 21 24 22 24 20 32 25 26 20 23 25 internal_value=0 -0.00495152 -0.000885018 0.653965 0.212711 -0.00561473 -0.00185221 0.74554 -0.00607336 -0.00813075 -0.605044 internal_weight=0 9228 9204 66 42 9138 9081 51 9030 9010 57 internal_count=9249 9228 9204 66 42 9138 9081 51 9030 9010 57 is_linear=0 shrinkage=0.01 Tree=424 num_leaves=12 num_cat=1 split_feature=4 1 1 1 2 19 1 25 0 1 26 split_gain=297286 218918 345405 467091 248704 221323 174179 124873 121561 115453 3660.61 threshold=1422.3575000000001 736.8325000000001 438.04750000000007 497.97750000000002 1071.6575 366.90000000000003 603.77750000000015 0 1295.4950000000001 1272.8850000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 -4 5 7 -5 10 -9 -3 -1 right_child=-2 9 3 6 -6 -7 -8 8 -10 -11 -12 leaf_value=-0.42634563185951929 1.1862609209333148 -0.92250702084877934 1.5656251346703733 -0.55746366977691653 1.0556348657608032 0.80856209480401253 0.67790670826321564 -0.005877508613338113 -0.78637174606323246 -0.11883239977287524 -0.30873045294892554 leaf_weight=55 21 39 33 25 22 33 21 8896 20 33 51 leaf_count=55 21 39 33 25 22 33 21 8896 20 33 51 internal_value=0 -0.004902 -0.000582833 0.657786 -0.00631282 -0.00889293 0.00650976 -0.011883 -0.00761973 -0.554156 -0.337882 internal_weight=0 9228 9156 79 9077 9055 46 9022 8916 72 106 internal_count=9249 9228 9156 79 9077 9055 46 9022 8916 72 106 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=425 num_leaves=9 num_cat=1 split_feature=4 5 25 26 9 2 19 3 split_gain=516548 325611 166213 236902 168766 344587 198892 109598 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1052.6300000000003 518.68250000000012 515.86500000000012 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=-0.04061444822479697 1.6016483268737793 -1.1955299253049103 -0.0070488334885488368 0.81772592482019646 0.77998432441994003 -1.0021200017929077 0.9416953247243709 -0.38594096692351548 leaf_weight=68 20 23 8949 61 27 35 22 77 leaf_count=68 20 23 8949 61 27 35 22 77 internal_value=0 -0.0071769 -0.00421856 0.338989 -0.00944022 -0.0117972 -0.00796642 -0.0102811 internal_weight=0 9262 9239 129 9110 9083 9048 9026 internal_count=9282 9262 9239 129 9110 9083 9048 9026 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=426 num_leaves=9 num_cat=1 split_feature=4 5 25 26 9 1 1 16 split_gain=506269 319131 162906 232187 165408 202496 305313 87198.6 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1374.9750000000004 1058.7500000000002 451.12500000000006 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=-0.040208307574777037 1.5856316604614258 -1.1835746325617251 -0.014775088223857098 0.80954870896261244 0.7721844475357621 -1.016791889190674 1.1949061430068244 0.37092550366611804 leaf_weight=68 20 23 8983 61 27 20 21 59 leaf_count=68 20 23 8983 61 27 20 21 59 internal_value=0 -0.00710513 -0.00417638 0.335599 -0.00934582 -0.0116793 -0.00946121 -0.0122584 internal_weight=0 9262 9239 129 9110 9083 9063 9042 internal_count=9282 9262 9239 129 9110 9083 9063 9042 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=427 num_leaves=9 num_cat=1 split_feature=4 5 25 26 9 2 19 3 split_gain=496194 312780 159664 227567 162116 337506 194429 107369 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1052.6300000000003 518.68250000000012 515.86500000000012 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=-0.039806217446046718 1.5697754287719727 -1.1717388658938201 -0.006860542771472973 0.80145322893486648 0.7644626087612576 -0.99165818418775287 0.9311750320954757 -0.38188072911330628 leaf_weight=68 20 23 8949 61 27 35 22 77 leaf_count=68 20 23 8949 61 27 35 22 77 internal_value=0 -0.00703408 -0.00413461 0.332243 -0.00925236 -0.0115625 -0.00777122 -0.0100598 internal_weight=0 9262 9239 129 9110 9083 9048 9026 internal_count=9282 9262 9239 129 9110 9083 9048 9026 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=428 num_leaves=8 num_cat=1 split_feature=4 5 25 1 1 0 0 split_gain=486320 306556 156487 155762 628662 497412 277029 threshold=1530.8125000000002 1279.9550000000002 0 1374.9750000000004 1058.7500000000002 1295.4950000000001 806.46500000000003 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=0.32892088023878685 1.554077621459961 -1.1600214866969898 -0.011159204834921884 -0.86940934771583189 1.6812005986950616 -1.5485310186658587 0.88023557499476834 leaf_weight=129 20 23 9011 21 22 21 35 leaf_count=129 20 23 9011 21 22 21 35 internal_value=0 -0.00696374 -0.00409327 -0.00915983 -0.00718232 -0.011279 -0.0077103 internal_weight=0 9262 9239 9110 9089 9067 9046 internal_count=9282 9262 9239 9110 9089 9067 9046 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=429 num_leaves=9 num_cat=1 split_feature=4 5 25 26 9 2 0 3 split_gain=476640 300457 153589 223038 158732 330479 94332 125443 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1052.6300000000003 1335.1525000000004 515.86500000000012 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=-0.04269738113178926 1.5385367813110353 -1.148421281731647 -0.0026028151444757786 0.79014947672359281 0.75652973175048832 -0.98119335719517298 -0.69361810302734372 -0.40537549973489384 leaf_weight=68 20 23 8950 61 27 35 20 78 leaf_count=68 20 23 8950 61 27 35 20 78 internal_value=0 -0.00689055 -0.00404877 0.325868 -0.00906824 -0.011354 -0.00760244 -0.00608269 internal_weight=0 9262 9239 129 9110 9083 9048 9028 internal_count=9282 9262 9239 129 9110 9083 9048 9028 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=430 num_leaves=10 num_cat=0 split_feature=12 9 2 1 1 1 0 1 26 split_gain=306488 338654 292532 307313 302359 297202 320046 119871 82432.9 threshold=1206.0675000000003 1064.4750000000001 1164.4950000000001 1183.6900000000003 665.43750000000011 479.25000000000006 1165.3425000000004 890.22500000000014 2022.5000000000002 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=-0.0034295605729909515 -1.2131691587538946 1.0943826484680177 -0.90672483285268146 0.99045149403233679 -1.3725700188250769 1.2140440451580545 -1.0052670952677727 -0.347730527305603 0.3845045255661011 leaf_weight=9055 21 28 36 31 21 23 32 25 25 leaf_count=9055 21 28 36 31 21 23 32 25 25 internal_value=0 -0.0037193 -0.007044 -0.0035281 -0.00688431 -0.002812 -0.00695755 -0.815592 0.781992 internal_weight=0 9276 9248 9212 9181 9135 9087 46 48 internal_count=9297 9276 9248 9212 9181 9135 9087 46 48 is_linear=0 shrinkage=0.01 Tree=431 num_leaves=11 num_cat=0 split_feature=12 10 1 0 7 7 7 4 26 6 split_gain=300389 448695 293166 358161 215416 452671 260162 227475 106020 36601.1 threshold=1206.0675000000003 1211.5375000000001 1183.6900000000003 1422.3575000000001 591.48000000000013 417.90600000000001 488.75250000000005 1219.7885000000003 2022.5000000000002 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 -10 right_child=-2 -3 -4 -5 8 6 -8 -9 9 -11 leaf_value=-0.006091075683484738 -1.2010375077383859 1.4925260124206543 0.86962522004780018 -1.347286081314087 -0.010216933999742781 1.7059253929058711 0.20041437799280343 -1.0018468294454659 -0.59897113063118679 -1.1900503066182138 leaf_weight=9066 21 20 38 20 21 24 22 23 22 20 leaf_count=9066 21 20 38 20 21 24 22 23 22 20 internal_value=0 -0.00368211 -0.00691505 -0.0105285 -0.00762185 -0.00360294 0.985898 -0.00861087 -0.590364 -0.880437 internal_weight=0 9276 9256 9218 9198 9135 46 9089 63 42 internal_count=9297 9276 9256 9218 9198 9135 46 9089 63 42 is_linear=0 shrinkage=0.01 Tree=432 num_leaves=9 num_cat=0 split_feature=3 1 0 5 2 1 1 1 split_gain=243786 420969 434139 323152 205620 159598 231936 19691.4 threshold=1205.5225000000003 1183.6900000000003 1422.3575000000001 1144.97 1164.4950000000001 665.43750000000011 488.75250000000005 904.12500000000011 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=-0.005509549788353987 -0.83933493821961536 1.0760906314849854 -1.4791159172058104 1.0882162857055664 -0.9130738037109376 -0.82262705836977279 0.72228546532717619 -0.40332326397299767 leaf_weight=9065 35 36 20 27 25 21 44 24 leaf_count=9065 35 36 20 27 25 21 44 24 internal_value=0 -0.00317496 -0.00738627 -0.00418895 -0.00740225 -0.00492882 -0.00199402 -0.598998 internal_weight=0 9262 9226 9206 9179 9154 9109 45 internal_count=9297 9262 9226 9206 9179 9154 9109 45 is_linear=0 shrinkage=0.01 Tree=433 num_leaves=11 num_cat=0 split_feature=12 10 1 0 7 7 7 5 26 6 split_gain=293886 439479 281200 343451 211163 443760 254572 224720 103802 35863.6 threshold=1206.0675000000003 1211.5375000000001 1183.6900000000003 1422.3575000000001 591.48000000000013 417.90600000000001 488.75250000000005 1211.5375000000001 2022.5000000000002 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 -10 right_child=-2 -3 -4 -5 8 6 -8 -9 9 -11 leaf_value=-0.0061209033809134809 -1.1879084276017688 1.4771779098510742 0.85168025317944984 -1.3193419704437255 -0.010391070956275577 1.6884656008084615 0.19921574245799673 -1.0672893266677856 -0.59284459547563029 -1.177937674716115 leaf_weight=9069 21 20 38 20 21 24 22 20 22 20 leaf_count=9069 21 20 38 20 21 24 22 20 22 20 internal_value=0 -0.00358445 -0.00678402 -0.0103229 -0.00747661 -0.00349757 0.976216 -0.00845596 -0.584437 -0.87146 internal_weight=0 9276 9256 9218 9198 9135 46 9089 63 42 internal_count=9297 9276 9256 9218 9198 9135 46 9089 63 42 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=10 num_cat=0 split_feature=12 10 1 1 2 1 13 26 1 split_gain=288037 430733 275604 142936 276937 261357 185010 97319.9 76598.2 threshold=1206.0675000000003 1211.5375000000001 1183.6900000000003 665.43750000000011 1164.4950000000001 479.25000000000006 548.95500000000004 2022.5000000000002 866.75000000000011 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=-0.011239792386257927 -1.1760293803896222 1.4624061317443846 0.84316343056528198 -0.98688885157758532 -1.0186140441894531 1.197849122752314 0.6789972974092533 0.30485574135413535 -0.19198590804029395 leaf_weight=9054 21 20 38 22 27 23 39 26 27 leaf_count=9054 21 20 38 22 27 23 39 26 27 internal_value=0 -0.0035486 -0.00671618 -0.0102197 -0.00734104 -0.00435434 -0.00827936 0.724016 -0.548881 internal_weight=0 9276 9256 9218 9169 9142 9093 49 49 internal_count=9297 9276 9256 9218 9169 9142 9093 49 49 is_linear=0 shrinkage=0.01 Tree=435 num_leaves=10 num_cat=0 split_feature=12 4 18 5 14 1 1 11 5 split_gain=252112 325525 252123 214388 173607 239773 158506 142501 36511.4 threshold=1206.0675000000003 1530.8125000000002 765.88 1236.1260000000004 19.610625000000002 1236.1260000000004 174.37500000000003 460.42500000000007 1.0000000180025095e-35 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=0.0054797363631107565 -1.0964753806023371 1.2748604316711427 1.119242910385132 -0.91152151841383711 -0.2404049146494695 0.983146166229248 -0.92963120506655783 -0.5246411485298007 0.054437293561973743 leaf_weight=8832 21 20 20 26 168 25 31 51 56 leaf_count=8832 21 20 20 26 168 25 31 51 56 internal_value=0 0.000459789 -0.00230794 -0.00474901 -0.00217605 0.00518848 -0.259444 0.00243615 -0.166694 internal_weight=0 9229 9209 9189 9163 8908 255 8883 224 internal_count=9250 9229 9209 9189 9163 8908 255 8883 224 is_linear=0 shrinkage=0.01 Tree=436 num_leaves=10 num_cat=0 split_feature=12 4 18 5 14 1 1 8 5 split_gain=247095 319047 247106 210122 170152 235002 155352 140686 35784.8 threshold=1206.0675000000003 1530.8125000000002 765.88 1236.1260000000004 19.610625000000002 1236.1260000000004 174.37500000000003 1058.7500000000002 1.0000000180025095e-35 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=0.004526001445147497 -1.0855106023947398 1.2621119995117187 1.1080504970550538 -0.90240632644066443 -0.23800086194738035 0.97331465377807624 -0.920334897810413 -0.74669532699584962 0.053892923997981214 leaf_weight=8858 21 20 20 26 168 25 31 25 56 leaf_count=8858 21 20 20 26 168 25 31 25 56 internal_value=0 0.000455192 -0.00228486 -0.00470152 -0.00215429 0.0051366 -0.256849 0.00241179 -0.165027 internal_weight=0 9229 9209 9189 9163 8908 255 8883 224 internal_count=9250 9229 9209 9189 9163 8908 255 8883 224 is_linear=0 shrinkage=0.01 Tree=437 num_leaves=16 num_cat=0 split_feature=14 13 1 1 4 5 1 2 5 14 0 5 3 14 14 split_gain=227562 665470 540920 264796 273537 258679 131205 148087 116960 176674 95622 53786.9 24988.5 8471.62 1365.04 threshold=19.610625000000002 548.95500000000004 352.38000000000005 1236.1260000000004 1374.9750000000004 1279.9550000000002 736.8325000000001 1013.1050000000001 1.0000000180025095e-35 298.68750000000006 119.77250000000002 153.20400000000004 90.300000000000026 404.76000000000005 70.588140000000024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 10 11 12 -10 13 14 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.0038896309110443479 -0.085136477614558018 1.4461343090236187 -1.8702105889320373 0.97242620876857222 -1.1152500368248333 -1.1348119544982911 -0.5987351033422682 0.73228602818080357 0.12695464163397749 0.8605090572357178 -0.94665016031265259 -0.57521833086013796 -0.54468880432844158 -0.32655046924396802 -0.15634325674217608 leaf_weight=8813 43 32 20 28 22 20 36 28 24 25 20 20 20 27 72 leaf_count=8813 43 32 20 28 22 20 36 28 24 25 20 20 20 27 72 internal_value=0 0.00662672 -0.287491 0.00147816 -0.00157001 0.00118384 0.00374325 0.00619651 -0.161378 0.189207 -0.294292 -0.192215 -0.213754 -0.167144 -0.129718 internal_weight=0 8979 271 8947 8919 8897 8877 8841 251 69 182 44 162 142 115 internal_count=9250 8979 271 8947 8919 8897 8877 8841 251 69 182 44 162 142 115 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=16 num_cat=0 split_feature=14 13 1 1 4 5 1 5 14 9 0 5 3 14 14 split_gain=223033 652227 530156 259526 268094 253531 128594 114676 171690 108822 94990.4 53281.1 26214.3 8705.99 1326.75 threshold=19.610625000000002 548.95500000000004 352.38000000000005 1236.1260000000004 1374.9750000000004 1279.9550000000002 736.8325000000001 35.001570000000008 298.68750000000006 690.66750000000013 119.77250000000002 153.20400000000004 98.25500000000001 404.76000000000005 70.588140000000024 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 7 4 5 6 9 10 11 -1 12 -9 13 14 -2 right_child=2 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0084698819155472355 -0.081568702956040712 1.4316729044169187 -1.8515085101127624 0.96270197323390427 -1.1040975263985719 -1.1234638347625734 -0.5927477547857497 0.16047258949279786 0.85190399856567378 -0.52093362111311692 -0.93718363666534432 -0.56946615552902224 -0.54720943021774293 -0.32328496581978272 -0.15042533543162251 leaf_weight=8802 45 32 20 28 22 20 36 20 25 39 20 20 20 27 74 leaf_count=8802 45 32 20 28 22 20 36 20 25 39 20 20 20 27 74 internal_value=0 0.00656046 -0.284616 0.00146337 -0.00155431 0.001172 0.00370582 -0.159765 0.201811 0.00613454 -0.286122 -0.204497 -0.20768 -0.16117 -0.124387 internal_weight=0 8979 271 8947 8919 8897 8877 251 65 8841 186 40 166 146 119 internal_count=9250 8979 271 8947 8919 8897 8877 251 65 8841 186 40 166 146 119 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=10 num_cat=0 split_feature=12 5 4 18 14 1 1 11 9 split_gain=240040 324791 291410 240391 165666 221149 143163 141258 36940.3 threshold=1206.0675000000003 1341.6425000000002 1374.9750000000004 765.88 19.610625000000002 1236.1260000000004 174.37500000000003 460.42500000000007 73.160000000000011 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=0.0054086004236862141 -1.0698701189600286 1.1873308679331904 -1.1791343248458137 1.0953470611572267 -0.11209650364890118 0.94423027725219733 -0.89009326934814459 -0.52239334667430204 -0.47428425066398855 leaf_weight=8833 21 23 21 20 192 25 31 51 33 leaf_count=8833 21 23 21 20 192 25 31 51 33 internal_value=0 0.000479445 -0.00248575 0.000204464 -0.00218537 0.00502165 -0.252995 0.00237867 -0.165217 internal_weight=0 9229 9206 9185 9165 8909 256 8884 225 internal_count=9250 9229 9206 9185 9165 8909 256 8884 225 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=11 num_cat=0 split_feature=5 0 4 0 6 5 0 19 0 5 split_gain=738518 193842 279504 266518 136828 171355 162704 147273 52165.9 2012.77 threshold=1435.0600000000002 1165.3425000000004 1341.6425000000002 1587.2775000000001 1341.6425000000002 460.42500000000007 831.91125000000011 518.68250000000012 52.300500000000007 802.66250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 9 -7 right_child=-2 3 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=0.0045228825862581295 1.9262451391220095 1.5147809491157531 -1.1813877310752869 -0.098203419276646206 0.8282938385009766 -0.25229832829655829 -0.801240364074707 0.78891468803087872 -0.85878580425096607 -0.37308280847289349 leaf_weight=9019 20 20 20 21 20 37 25 24 23 22 leaf_count=9019 20 20 20 21 20 37 25 24 23 22 internal_value=0 0.0025535 -0.000507289 0.688618 0.00206824 0.000262283 0.00437746 0.00660465 -0.454816 -0.297337 internal_weight=0 9231 9190 41 9170 9150 9068 9043 82 59 internal_count=9251 9231 9190 41 9170 9150 9068 9043 82 59 is_linear=0 shrinkage=0.01 Tree=441 num_leaves=12 num_cat=2 split_feature=5 1 4 1 25 24 26 17 7 5 2 split_gain=723821 176555 236643 188441 226409 504600 181279 164425 135809 112147 7915.66 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 736.8325000000001 0 1 2022.5000000000002 603.77750000000015 426.65000000000009 74.355000000000004 21.101500000000005 decision_type=2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 right_child=-2 -3 -4 10 7 9 -8 -9 -10 -11 -12 leaf_value=0.26750496228535969 1.9069827070236207 0.70146806452009414 -1.0605373312178112 -0.53861298637730737 -0.0051896291283412069 -0.055752556920051578 0.79868380408734085 0.89877585005760197 -0.42436275882598679 -0.83700607144832617 -0.81659121227264408 leaf_weight=129 20 36 21 21 8532 226 128 20 78 20 20 leaf_count=129 20 36 21 21 8532 226 128 20 78 20 20 internal_value=0 0.00252796 -0.000208505 0.00221867 0.00525531 0.209356 0.512134 -0.00687531 -0.00898702 -0.11461 -0.674212 internal_weight=0 9231 9195 9174 9133 503 257 8630 8610 246 41 internal_count=9251 9231 9195 9174 9133 503 257 8630 8610 246 41 cat_boundaries=0 2 3 cat_threshold=17309824 2164326400 1587 is_linear=0 shrinkage=0.01 Tree=442 num_leaves=13 num_cat=2 split_feature=4 6 12 12 4 25 24 0 0 2 7 11 split_gain=445227 215810 192781 241919 2.21767e+06 179547 472500 976886 453285 214369 174383 11540.4 threshold=1422.3575000000001 1341.6425000000002 1064.4750000000001 312.37500000000006 62.300000000000004 0 1 47.808000000000007 831.91125000000011 129.39000000000001 453.00000000000006 42.494000000000007 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 5 11 6 7 -1 10 -8 -7 -5 right_child=-2 -3 -4 4 -6 8 9 -9 -10 -11 -12 -13 leaf_value=0.28665207265743187 1.4969885368347167 0.93119699401855471 -0.85903655400642975 -0.35952091104105899 3.1121607593695324 -0.003730990533079502 -0.043544976375176514 2.3344221951411321 -1.0881585302108374 -1.0995946666172574 -0.53179473316858683 -0.63961758534113566 leaf_weight=224 20 25 26 38 24 8494 227 26 39 21 63 24 leaf_count=224 20 25 26 38 24 8494 227 26 39 21 63 24 internal_value=0 0.00334967 0.000829986 0.00326534 0.531154 -0.00172679 0.180962 0.480404 -0.0125067 -0.127815 -0.0076188 -0.467945 internal_weight=0 9231 9206 9180 86 9094 498 250 8596 248 8557 62 internal_count=9251 9231 9206 9180 86 9094 498 250 8596 248 8557 62 cat_boundaries=0 2 3 cat_threshold=17309824 2164326400 1587 is_linear=0 shrinkage=0.01 Tree=443 num_leaves=11 num_cat=0 split_feature=5 0 26 4 6 5 0 19 1 4 split_gain=707183 189316 587336 274272 131040 167542 158462 143140 60414.1 6181.21 threshold=1435.0600000000002 1165.3425000000004 2022.5000000000002 1341.6425000000002 1341.6425000000002 460.42500000000007 831.91125000000011 518.68250000000012 174.37500000000003 67.800000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 9 -7 right_child=-2 2 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=0.0044171885889069387 1.8848827123641969 -0.48758435567220054 1.9068911724090578 -1.1703570203781128 0.81052990531921387 -0.22671879717281887 -0.79077679290771485 0.77772350152333569 -0.92769070434570311 -0.44031470084190366 leaf_weight=9019 20 21 20 20 20 42 25 24 20 20 leaf_count=9019 20 21 20 20 20 42 25 24 20 20 internal_value=0 0.00244332 0.680452 -0.000581531 0.00196978 0.000202434 0.00427157 0.00646953 -0.449784 -0.295621 internal_weight=0 9231 41 9190 9170 9150 9068 9043 82 62 internal_count=9251 9231 41 9190 9170 9150 9068 9043 82 62 is_linear=0 shrinkage=0.01 Tree=444 num_leaves=11 num_cat=0 split_feature=5 0 26 4 6 5 0 0 1 4 split_gain=693110 185549 575648 268814 128432 164207 155309 140740 59211.8 6058.2 threshold=1435.0600000000002 1165.3425000000004 2022.5000000000002 1341.6425000000002 1341.6425000000002 460.42500000000007 831.91125000000011 449.26500000000004 174.37500000000003 67.800000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 9 -7 right_child=-2 2 -4 -5 -6 8 -8 -9 -10 -11 leaf_value=0.0025619669460204332 1.866033953666687 -0.48270848592122401 1.8878223094940185 -1.1586534442901613 0.80242459869384763 -0.22445161158130283 -0.78286901245117191 0.41139824895297777 -0.91841381931304944 -0.4359115655422211 leaf_weight=8958 20 21 20 20 20 42 25 85 20 20 leaf_count=8958 20 21 20 20 20 42 25 85 20 20 internal_value=0 0.00241889 0.673648 -0.000575716 0.00195008 0.00020041 0.00422885 0.00640484 -0.445286 -0.292664 internal_weight=0 9231 41 9190 9170 9150 9068 9043 82 62 internal_count=9251 9231 41 9190 9170 9150 9068 9043 82 62 is_linear=0 shrinkage=0.01 Tree=445 num_leaves=15 num_cat=0 split_feature=4 9 11 1 3 1 3 12 6 4 6 8 1 26 split_gain=290117 203591 196022 143972 979322 370761 118992 151612 491113 127655 102871 78983.9 46125.8 31737.2 threshold=1530.8125000000002 1064.4750000000001 503.46500000000009 362.77500000000003 492.37500000000006 441.67528000000004 515.86500000000012 312.37500000000006 31.764000000000006 130.99900000000005 470.16250000000008 13.037000000000001 1318.45 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 7 10 -9 13 -1 -4 -7 -8 right_child=-2 -3 11 4 -6 12 9 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.0038462743991153269 1.1747616686139788 0.82049201488494872 -0.87440300159570239 1.0459650203159878 2.2557242536544799 -0.31391026451474147 0.17788134801955452 -0.053304051003366146 1.785770118713379 -1.0046991475423177 -0.3709721615020331 -0.090617997169494618 0.17201193253199262 -0.32899127864837646 leaf_weight=8702 21 30 36 28 22 105 21 53 20 24 77 20 24 30 leaf_count=8702 21 30 36 28 22 105 21 53 20 24 77 20 24 30 internal_value=0 -0.00195684 -0.00464987 -0.00102253 0.27978 0.00289636 -0.00665306 -0.00329246 0.450552 -0.403293 -0.00706631 -0.59448 -0.223506 -0.120279 internal_weight=0 9192 9162 9106 179 157 8927 8852 73 75 8779 56 129 51 internal_count=9213 9192 9162 9106 179 157 8927 8852 73 75 8779 56 129 51 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=11 num_cat=0 split_feature=5 4 9 0 2 1 2 1 0 0 split_gain=376054 268730 224211 144494 286722 188037 206485 145453 117839 100990 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 302.43750000000006 1341.6425000000002 1120.4650000000004 65.050000000000011 1265.0725000000002 866.75000000000011 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=-0.008492814254368165 1.3373745727539064 -1.1062264034964822 0.89379371302468447 -0.93005863280523382 0.60545756249200733 -0.94371413003830684 0.87684495007550267 0.17059198011560578 -1.3338496416265315 0.039449766332452951 leaf_weight=8529 21 22 28 21 21 21 27 479 22 22 leaf_count=8529 21 22 28 21 21 21 27 479 22 22 internal_value=0 -0.00233562 0.000312755 -0.00242379 -0.410389 0.00145044 0.00364728 0.00103001 -0.738585 -0.434031 internal_weight=0 9192 9170 9142 86 9056 9035 9008 65 43 internal_count=9213 9192 9170 9142 86 9056 9035 9008 65 43 is_linear=0 shrinkage=0.01 Tree=447 num_leaves=13 num_cat=0 split_feature=5 4 9 0 2 16 0 16 12 0 0 0 split_gain=368570 263382 219749 141618 281016 165290 208018 171116 140910 115494 114925 98979.9 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 302.43750000000006 451.12500000000006 449.26500000000004 765.88 465.34500000000008 1265.0725000000002 525.67500000000007 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -7 -1 11 -8 -5 right_child=-2 -3 -4 4 -6 7 10 -9 -10 -11 -12 -13 leaf_value=-0.0021402238697342123 1.3240008054460799 -1.0951641403545034 0.88485578741346094 -0.92075805028279623 0.59940297467367987 1.1342780865155735 1.0853235967070969 -0.09605567240715028 -0.52421476235756503 -1.3205111104791813 0.11165410128506748 0.039055250341242014 leaf_weight=8909 21 22 28 21 21 26 27 20 52 22 22 22 leaf_count=8909 21 22 28 21 21 26 27 20 52 22 22 22 internal_value=0 -0.00231226 0.000309629 -0.00239955 -0.406285 0.00143593 -0.00161668 0.59935 -0.00516978 -0.731199 0.648166 -0.429691 internal_weight=0 9192 9170 9142 86 9056 9010 46 8961 65 49 43 internal_count=9213 9192 9170 9142 86 9056 9010 46 8961 65 49 43 is_linear=0 shrinkage=0.01 Tree=448 num_leaves=13 num_cat=0 split_feature=5 4 9 0 2 16 0 16 12 0 0 0 split_gain=361236 258141 215376 138800 275424 162001 203878 167711 138106 113195 112638 97010.2 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 302.43750000000006 451.12500000000006 449.26500000000004 765.88 465.34500000000008 1265.0725000000002 525.67500000000007 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -7 -1 11 -8 -5 right_child=-2 -3 -4 4 -6 7 10 -9 -10 -11 -12 -13 leaf_value=-0.0021188217750700827 1.3107609539940246 -1.0842125264081088 0.87600720337459026 -0.91155046553838814 0.59340897741771881 1.1229353119776799 1.0744703589545355 -0.095095107674598695 -0.51897261436168962 -1.3073060157082299 0.11053755413402211 0.038664715506813746 leaf_weight=8909 21 22 28 21 21 26 27 20 52 22 22 22 leaf_count=8909 21 22 28 21 21 26 27 20 52 22 22 22 internal_value=0 -0.00228914 0.000306533 -0.00237555 -0.402222 0.00142157 -0.00160051 0.593357 -0.00511808 -0.723887 0.641684 -0.425394 internal_weight=0 9192 9170 9142 86 9056 9010 46 8961 65 49 43 internal_count=9213 9192 9170 9142 86 9056 9010 46 8961 65 49 43 is_linear=0 shrinkage=0.01 Tree=449 num_leaves=12 num_cat=3 split_feature=5 4 18 2 2 0 0 24 25 24 0 split_gain=354047 253004 179304 138640 621810 482002 363914 227927 134775 747360 158015 threshold=1435.0600000000002 1374.9750000000004 765.88 157.58975000000007 172.12500000000003 893.62500000000011 1265.0725000000002 0 1 2 649.85000000000014 decision_type=2 2 2 2 2 2 2 1 9 1 2 left_child=1 2 3 6 -5 7 8 -6 9 -1 -10 right_child=-2 -3 -4 4 5 -7 -8 -9 10 -11 -12 leaf_value=-0.36382794146778202 1.2976531891595751 -1.0733703916723079 0.92327244531540642 1.9039601411819458 0.346991103331248 1.5959471008777619 -1.2942329649491742 -0.19437478973854722 -0.010325666813652854 0.73251399982331411 -0.68362517384120391 leaf_weight=109 21 22 21 20 110 20 22 211 8498 124 35 leaf_count=109 21 22 21 20 110 20 22 211 8498 124 35 internal_value=0 -0.00226625 0.000303468 -0.00181505 0.19025 0.0897391 -0.00970484 -0.0041056 -0.00648107 0.225767 -0.013072 internal_weight=0 9192 9170 9149 361 341 8788 321 8766 233 8533 internal_count=9213 9192 9170 9149 361 341 8788 321 8766 233 8533 cat_boundaries=0 1 3 4 cat_threshold=788 8320 2164326400 2170 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=16 num_cat=0 split_feature=14 5 0 0 26 4 0 2 2 7 11 12 6 14 15 split_gain=278079 640340 506009 210714 312251 234590 181793 176565 137988 103936 94508.6 84987 34264 10599.5 5594.05 threshold=67.800000000000011 1374.9750000000004 114.75000000000001 767.58750000000009 2022.5000000000002 1295.4950000000001 649.85000000000014 967.31750000000011 715.87500000000011 85.544000000000025 290.03125000000006 96.07050000000001 36.805000000000007 404.76000000000005 91.800000000000026 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 5 -5 6 7 8 -1 -4 11 12 13 14 -2 right_child=2 -3 9 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.00062303829705947957 -0.090166485121144974 1.7909598741531372 -0.86468925297260291 -0.14462785786595839 1.3105580376784007 -1.0599715447425841 -0.95412721252441401 0.69924879339006207 -0.83218613815307618 -1.8841804008483889 0.51833406460285192 -0.82049203606694932 0.2598445353507996 -0.35384887629541856 -0.28042097097635271 leaf_weight=8847 68 20 20 29 30 21 20 36 20 20 20 20 20 29 20 leaf_count=8847 68 20 20 29 30 21 20 36 20 20 20 20 20 29 20 internal_value=0 0.00361487 -0.358641 -0.000355681 0.595297 -0.00428497 -0.00180044 0.000338899 -0.00249867 -1.37443 -0.129083 -0.211556 -0.12266 -0.188046 -0.133406 internal_weight=0 9023 217 9003 59 8944 8923 8903 8867 40 177 157 137 117 88 internal_count=9240 9023 217 9003 59 8944 8923 8903 8867 40 177 157 137 117 88 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=11 num_cat=0 split_feature=1 0 0 13 13 4 2 26 6 1 split_gain=369541 307236 270118 224207 450488 331584 189817 182540 162245 22351.7 threshold=802.66250000000002 806.46500000000003 441.67528000000004 1064.4750000000001 548.95500000000004 1295.4950000000001 1120.4650000000004 2022.5000000000002 415.60849999999999 1157.6300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 8 -3 -1 -2 right_child=2 7 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.00014503338721758919 -0.079369694528908574 0.12743485768636068 -1.5024084617473461 -1.0355394109090168 1.288699503209856 -1.2600304242542812 0.86815217132568367 1.3159269929783686 -0.39902805304064337 -0.51391951847076411 leaf_weight=8915 29 24 27 21 27 21 25 28 103 20 leaf_count=8915 29 24 27 21 27 21 25 28 103 20 internal_value=0 0.000915452 -0.699278 -0.00345865 -0.00107456 -0.00491657 -0.00200189 0.767392 -0.00441416 -0.256737 internal_weight=0 9164 76 9112 9091 9064 9043 52 9018 49 internal_count=9240 9164 76 9112 9091 9064 9043 52 9018 49 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=11 num_cat=0 split_feature=1 10 5 0 0 4 17 13 0 1 split_gain=362187 319028 304998 264743 235351 287819 150349 140943 69875.5 21906.9 threshold=802.66250000000002 1211.5375000000001 1374.9750000000004 441.67528000000004 1062.9250000000002 1295.4950000000001 40.213800000000006 218.29500000000002 48.874000000000002 1157.6300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 -2 right_child=3 -3 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=0.0048065159505768671 -0.078576000558918918 1.2625155296325685 1.2317000722885132 -1.4873843927736636 0.86527982454146113 -1.1768813778105236 -0.22280768946537544 -0.38863728791475299 -0.82790299870751127 -0.50878031158447268 leaf_weight=8814 29 20 20 27 31 21 144 92 22 20 leaf_count=8814 29 20 20 27 31 21 144 92 22 20 internal_value=0 0.000906297 -0.00185313 -0.692285 -0.0045571 -0.00752256 -0.00481572 0.000742196 -0.303001 -0.25417 internal_weight=0 9164 9144 76 9124 9093 9072 8906 166 49 internal_count=9240 9164 9144 76 9124 9093 9072 8906 166 49 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=10 num_cat=0 split_feature=1 10 5 0 0 4 2 13 1 split_gain=354980 312679 298928 259474 230667 282091 134295 113617 21471 threshold=802.66250000000002 1211.5375000000001 1374.9750000000004 441.67528000000004 1062.9250000000002 1295.4950000000001 1120.4650000000004 218.29500000000002 1157.6300000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -2 right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 leaf_value=-0.0029191279414935815 -0.077790236719723405 1.2498903350830077 1.2193830118179321 -1.4725105766013817 0.8566269480893689 -1.1651125580923898 0.69944014054757575 -0.32483498664589616 -0.50369251632690426 leaf_weight=8934 29 20 20 27 31 21 27 111 20 leaf_count=8934 29 20 20 27 31 21 27 111 20 internal_value=0 0.000897234 -0.0018346 -0.685363 -0.00451153 -0.00744734 -0.00476756 -0.00686967 -0.251628 internal_weight=0 9164 9144 76 9124 9093 9072 9045 49 internal_count=9240 9164 9144 76 9124 9093 9072 9045 49 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=16 num_cat=4 split_feature=1 10 5 13 25 24 25 25 19 2 3 26 12 10 13 split_gain=347916 306457 292980 137216 127170 354201 224245 147136 113738 126890 60882.2 134532 32129.9 47262.7 17360.4 threshold=802.66250000000002 1211.5375000000001 1374.9750000000004 218.29500000000002 0 1 2 3 387.80000000000007 437.62500000000006 302.43750000000006 2022.5000000000002 362.12500000000006 174.37500000000003 305.50000000000006 decision_type=2 2 2 2 9 1 9 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 11 -2 13 14 -5 right_child=10 -3 -4 12 8 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.72672839208749618 0.05847270707289378 1.2373914070129395 1.2071891946792603 -0.13954588174819946 -0.013641944953834414 -0.22890380576924163 0.11926733336950603 0.10746898500503056 -0.64795217309679298 0.36601161667470178 -1.1365558733258929 -0.93878543907596224 -0.71083121207356459 0.13669523325833408 -0.48443828268183603 leaf_weight=120 24 20 20 20 8112 212 142 305 28 89 21 31 20 22 54 leaf_count=120 24 20 20 20 8112 212 142 305 28 89 21 31 20 22 54 internal_value=0 0.000888261 -0.00181625 -0.00446642 -6.56831e-05 0.121216 0.413983 -0.0321896 -0.0116799 -0.00952182 -0.678509 -0.503618 -0.346206 -0.270243 -0.391224 internal_weight=0 9164 9144 9124 9008 779 262 517 8229 8201 76 55 116 96 74 internal_count=9240 9164 9144 9124 9008 779 262 517 8229 8201 76 55 116 96 74 cat_boundaries=0 3 4 5 6 cat_threshold=17309824 2231697408 2048 1539 532608 532608 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=14 num_cat=1 split_feature=12 5 12 4 25 4 9 10 10 2 0 4 26 split_gain=335733 795613 387073 1.08585e+06 279018 252960 176007 165529 825374 193596 93201.8 99468.5 9610.74 threshold=589.71000000000015 1435.0600000000002 312.37500000000006 14.655000000000003 0 489.67750000000007 74.355000000000004 67.800000000000011 103.13625000000002 378.05000000000007 254.41050000000004 1265.0725000000002 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 12 7 -2 9 -9 -6 11 -7 -1 right_child=6 -3 3 -5 5 10 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.40557103002772615 -0.3271088084578514 1.9965881938934325 -0.19408036690950392 2.5718376489627093 -0.0064188773813397756 -0.11006146527253664 -1.5053051789601646 1.6170187342637465 0.0251505703472516 0.39157421669652387 -1.0842726620760832 -0.93989771080017093 -0.57921247275670373 leaf_weight=68 32 20 40 22 8517 52 21 38 228 124 22 20 60 leaf_count=68 32 20 40 22 8517 52 21 38 228 124 22 20 60 internal_value=0 0.00424589 -8.95275e-05 0.787374 -0.00543762 0.00140845 -0.793941 0.00685603 0.25256 -0.0007076 -0.514629 -0.340572 -0.451678 internal_weight=0 9211 9191 62 9129 9001 53 8907 266 8641 94 72 128 internal_count=9264 9211 9191 62 9129 9001 53 8907 266 8641 94 72 128 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=456 num_leaves=17 num_cat=3 split_feature=25 5 4 10 24 10 10 3 10 9 0 2 2 25 0 26 split_gain=325251 462399 293295 273101 772769 612691 426662 187689 258461 249012 182045 450330 209010 154953 121560 17684.2 threshold=0 1435.0600000000002 1205.5225000000003 64.050000000000011 1 105.51500000000001 201.18750000000003 47.808000000000007 591.48000000000013 8.7520000000000007 649.85000000000014 96.632500000000022 967.31750000000011 2 1205.5225000000003 2022.5000000000002 decision_type=9 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 left_child=15 2 3 10 5 -5 -7 8 -6 -9 12 14 13 -2 -12 -1 right_child=1 -3 -4 4 7 6 -8 9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.40151531598147222 -0.28298571617652973 1.5259004821777344 -0.951974768191576 2.6232050266265867 -0.085919238966955261 -0.38815580884424544 1.1576567479183799 -0.2570690373579661 -1.3001348505020141 1.1689737873077393 -0.54259825835356845 0.82700340509414672 0.76147700707117727 0.0042997782660374037 -1.456402848561605 -0.63405876205081035 leaf_weight=68 182 20 32 20 142 26 57 24 20 25 37 20 36 8468 24 63 leaf_count=68 182 20 32 20 142 26 57 24 20 25 37 20 36 8468 24 63 internal_value=0 0.00703363 0.00370794 0.00707561 0.296847 0.958925 0.673426 -0.0685454 -0.235822 0.470504 -0.00330287 -0.475182 0.00109756 -0.00206702 -0.902128 -0.476941 internal_weight=0 9133 9113 9081 314 103 83 211 162 49 8767 81 8686 8650 61 131 internal_count=9264 9133 9113 9081 314 103 83 211 162 49 8767 81 8686 8650 61 131 cat_boundaries=0 1 2 3 cat_threshold=8320 1046 524288 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=15 num_cat=0 split_feature=12 5 12 4 4 3 3 3 9 3 1 3 5 4 split_gain=329284 769456 377214 1.06285e+06 254957 220652 601170 179173 173000 169645 119581 84302.8 59052.6 17837.6 threshold=589.71000000000015 1435.0600000000002 312.37500000000006 14.655000000000003 489.67750000000007 488.75250000000005 644.32500000000016 436.23750000000007 74.355000000000004 352.38000000000005 303.97500000000008 1205.5225000000003 291.37500000000006 1065.8000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 -7 9 -2 -1 12 -8 13 -6 right_child=8 -3 3 -5 10 6 11 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0049226058930955429 -0.32345088288187979 1.963523292541504 -0.19369317655125634 2.5427768208763819 -0.37047120120790267 1.9757947258722215 0.3238976822296778 -0.8861034409896188 -1.4915410745711555 0.73612304318335742 -1.2059652013778688 -0.43200298831462858 0.12952231144905091 -0.7429451332092285 leaf_weight=8897 32 20 40 22 36 21 36 23 21 31 20 25 20 20 leaf_count=8897 32 20 40 22 36 21 36 23 21 31 20 25 20 20 internal_value=0 0.00420519 -5.83635e-05 0.777312 -0.00533791 0.000110145 0.516487 -0.00462038 -0.786279 -0.00234953 -0.517966 0.0141023 -0.336913 -0.503498 internal_weight=0 9211 9191 62 9129 9033 82 8951 53 8928 96 61 76 56 internal_count=9264 9211 9191 62 9129 9033 82 8951 53 8928 96 61 76 56 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=11 num_cat=0 split_feature=12 5 12 4 1 1 4 10 9 12 split_gain=322731 754144 369707 1.04256e+06 252928 246961 226493 172563 169557 30556.3 threshold=589.71000000000015 1435.0600000000002 312.37500000000006 62.300000000000004 1341.6425000000002 1058.7500000000002 1205.5225000000003 911.47500000000014 74.355000000000004 460.42500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -2 -4 right_child=8 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.0046389087768681139 -0.32021636918187141 1.9438880786895751 0.13187331679869782 2.6487059164047242 -1.128613060951233 1.1071783180236816 -0.919793359791791 0.90290482293991814 -1.4766256564004081 -0.4081951313614845 leaf_weight=9041 32 20 22 20 20 20 27 21 21 20 leaf_count=9041 32 20 22 20 20 20 27 21 21 20 internal_value=0 0.00416314 -5.77804e-05 0.769539 -0.00528453 -0.00281812 -0.00526062 -0.00253579 -0.778416 -0.125302 internal_weight=0 9211 9191 62 9129 9109 9089 9062 53 42 internal_count=9264 9211 9191 62 9129 9109 9089 9062 53 42 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=19 num_cat=3 split_feature=25 5 10 24 10 10 10 1 0 2 2 25 9 6 26 5 13 26 split_gain=319466 433990 242205 748865 620896 391003 219055 272902 194192 631728 176907 176327 166199 143982 87724 70317.2 64461.6 17424.2 threshold=0 1435.0600000000002 64.050000000000011 1 105.51500000000001 201.18750000000003 752.83000000000015 130.95600000000005 649.85000000000014 293.06250000000006 967.31750000000011 2 119.77250000000002 394.95000000000005 2022.5000000000002 96.322500000000005 39.441250000000004 2022.5000000000002 decision_type=9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=17 2 8 4 -4 -6 7 16 10 14 11 15 -7 -13 -10 -2 -5 -1 right_child=1 -3 3 6 5 12 -8 -9 9 -11 -12 13 -14 -15 -16 -17 -18 -19 leaf_value=-0.39775105392231658 -0.38907587826617657 1.478443030357361 2.5970536803677682 -0.038768006477424566 -0.38247461657684584 1.5758457210659982 -1.0540372208186559 0.97443283264453595 -0.65308317519523007 1.0667550759315492 0.68856070338068776 0.0065042852477160172 0.49946439449603747 -0.41456585282232705 -1.4027469126383463 0.22572766985212053 -0.56469126054218843 -0.62857838312784831 leaf_weight=68 163 20 20 139 26 32 21 26 37 20 37 8408 26 82 27 21 28 63 leaf_count=68 163 20 20 139 26 32 21 26 37 20 37 8408 26 82 27 21 28 63 internal_value=0 0.00697443 0.0037527 0.274875 0.924648 0.636533 -0.0803555 0.0214256 -0.00605024 -0.484561 -0.00143597 -0.00437923 1.09333 0.00243454 -0.969348 -0.30247 -0.126947 -0.472677 internal_weight=0 9133 9113 318 104 84 214 193 8795 84 8711 8674 58 8490 64 184 167 131 internal_count=9264 9133 9113 318 104 84 214 193 8795 84 8711 8674 58 8490 64 184 167 131 cat_boundaries=0 1 2 3 cat_threshold=8320 1046 524288 is_linear=0 shrinkage=0.01 Tree=460 num_leaves=13 num_cat=0 split_feature=14 13 13 11 11 1 5 0 2 2 26 11 split_gain=285622 376737 519411 270573 239139 859649 237159 194666 122530 115415 127947 51290.3 threshold=1064.4750000000001 548.95500000000004 929.87500000000011 1020.6600000000001 282.37500000000006 107.39000000000001 460.42500000000007 1374.9750000000004 150.70850000000004 368.63682000000006 2022.5000000000002 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 11 7 8 -1 10 -8 -6 right_child=-2 2 -4 -5 5 -7 9 -9 -10 -11 -12 -13 leaf_value=-0.0083734168865355028 -1.1383563908663663 2.0645561698504857 -0.068758967781066896 -1.1358989672433761 0.25790370296029486 2.3417455351054666 0.12863434460428028 0.96258768717447929 0.19334778705850625 -1.1651263353824615 -0.66732776820659634 -0.29137530074400064 leaf_weight=8635 22 21 25 21 34 20 36 21 312 20 46 34 leaf_count=8635 22 21 25 21 34 20 36 21 312 20 46 34 internal_value=0 0.00242226 0.905146 -0.00210169 0.000498199 0.519283 -0.00453521 0.000918198 -0.00133899 -0.484008 -0.317881 -0.0167358 internal_weight=0 9225 46 9179 9158 88 9070 8968 8947 102 82 68 internal_count=9247 9225 46 9179 9158 88 9070 8968 8947 102 82 68 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=10 num_cat=1 split_feature=14 13 13 4 0 0 2 24 5 split_gain=279938 369240 509075 492761 204888 151873 143609 417571 151490 threshold=1064.4750000000001 548.95500000000004 929.87500000000011 1120.4650000000004 1374.9750000000004 1005.9575000000001 147.46662000000001 0 589.71000000000015 decision_type=2 2 2 2 2 2 2 1 2 left_child=1 3 -3 4 5 6 8 -8 -1 right_child=-2 2 -4 -5 -6 -7 7 -9 -10 leaf_value=-0.0029074657056066024 -1.1269728538664905 2.0439106285004387 -0.068071391487121588 -1.2607236090014058 0.94482786759086279 -0.81176471876061485 0.61898939267010755 -0.079293306686181939 -0.55492204959392544 leaf_weight=8704 22 21 25 31 23 23 132 216 50 leaf_count=8704 22 21 25 31 23 23 132 216 50 internal_value=0 0.00239804 0.896094 -0.00208067 0.00218452 -0.000191459 0.00185932 0.201081 -0.00606039 internal_weight=0 9225 46 9179 9148 9125 9102 348 8754 internal_count=9247 9225 46 9179 9148 9125 9102 348 8754 cat_boundaries=0 1 cat_threshold=344 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=9 num_cat=0 split_feature=14 13 13 4 0 0 14 5 split_gain=274370 361887 498945 482959 200808 148852 132777 200105 threshold=1064.4750000000001 548.95500000000004 929.87500000000011 1120.4650000000004 1374.9750000000004 1005.9575000000001 460.42500000000007 1144.97 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=0.0018057108713099533 -1.1157031131738966 2.0234715379987445 -0.06739068241119385 -1.2481163531734099 0.93537960715915847 -0.80364707076031228 0.63501051238088901 -0.97548380352201924 leaf_weight=9048 22 21 25 31 23 23 33 21 leaf_count=9048 22 21 25 31 23 23 33 21 internal_value=0 0.00237991 0.887133 -0.00205398 0.00216857 -0.00018363 0.00184666 -0.000457282 internal_weight=0 9225 46 9179 9148 9125 9102 9069 internal_count=9247 9225 46 9179 9148 9125 9102 9069 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=13 num_cat=1 split_feature=14 13 13 4 2 3 8 24 5 11 11 5 split_gain=268910 354686 489016 473348 201351 539096 349626 278395 146607 103629 167276 16507.6 threshold=1064.4750000000001 548.95500000000004 929.87500000000011 1120.4650000000004 147.46662000000001 488.75250000000005 123.63250000000001 0 589.71000000000015 744.3325000000001 282.37500000000006 992.8900000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 3 -3 4 8 6 7 -6 9 10 -1 -10 right_child=-2 2 -4 -5 5 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.0060266804828780964 -1.1045460957559672 2.003236806960333 -0.06671675415039062 -1.2356351922404383 0.33173764926321964 1.4728645691275597 1.0731345774145689 -0.26689915162290451 -0.39267798172502683 -0.63464597477362705 0.52380987962087 -0.76082250299907872 leaf_weight=8652 22 21 25 31 131 32 34 163 29 26 60 21 leaf_count=8652 22 21 25 31 131 32 34 163 29 26 60 21 internal_value=0 0.00235611 0.878262 -0.00203344 0.00214689 0.233944 0.113073 0.00204577 -0.00734865 -0.00425899 -0.00237767 -0.547299 internal_weight=0 9225 46 9179 9148 360 328 294 8788 8738 8712 50 internal_count=9247 9225 46 9179 9148 360 328 294 8788 8738 8712 50 cat_boundaries=0 1 cat_threshold=600 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=12 num_cat=1 split_feature=2 5 4 2 3 8 24 12 12 16 12 split_gain=266058 225513 339204 254411 499914 327848 268335 115177 211696 132159 1083.55 threshold=1164.4950000000001 1341.6425000000002 1120.4650000000004 147.46662000000001 488.75250000000005 123.63250000000001 0 568.53250000000014 366.58182000000005 62.300000000000004 929.87500000000011 decision_type=2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 -9 right_child=-2 -3 -4 4 -6 -7 -8 10 -10 -11 -12 leaf_value=-0.0018162236632499444 -0.85827901999155687 1.0143215808001431 -1.1185465075793091 0.42381834245764693 1.6352676658630372 1.0910873794555664 -0.19578464766454431 -0.5685653554825556 0.82119073806270482 -0.31946506981366785 -0.46921336111815082 leaf_weight=8621 36 22 27 105 25 34 169 21 31 133 23 leaf_count=8621 36 22 27 105 25 34 169 21 31 133 23 internal_value=0 0.0030795 0.000658415 0.00395666 0.275292 0.164905 0.0499769 -0.0062772 -0.00372107 -0.00664228 -0.516631 internal_weight=0 9211 9189 9162 333 308 274 8829 8785 8754 44 internal_count=9247 9211 9189 9162 333 308 274 8829 8785 8754 44 cat_boundaries=0 1 cat_threshold=1112 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=10 num_cat=0 split_feature=4 5 0 0 1 2 2 2 4 split_gain=352790 363473 274831 395466 182774 178682 171480 235551 88315.1 threshold=1422.3575000000001 1374.9750000000004 960.86250000000007 1295.4950000000001 1094.8600000000004 1120.4650000000004 330.61600000000004 157.58975000000007 113.00000000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -8 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 leaf_value=-0.001568130924672381 1.3302317962646484 -1.3459787149429321 1.745036964416504 -0.076665386603428767 -0.79301120955368576 0.79975136620657783 -0.20239349095909684 0.39678923927222853 -0.78040918023245687 leaf_weight=8742 20 20 22 26 29 28 108 151 35 leaf_count=8742 20 20 22 26 29 28 108 151 35 internal_value=0 0.000644843 0.00359118 0.758282 -0.000392668 0.00214329 -0.00032827 0.00519584 -0.343866 internal_weight=0 9161 9141 48 9093 9064 9036 8893 143 internal_count=9181 9161 9141 48 9093 9064 9036 8893 143 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=12 num_cat=0 split_feature=5 0 0 0 17 2 8 8 1 8 18 split_gain=247228 299902 407028 234975 132921 188818 159230 182394 46638.5 47402.8 37643.6 threshold=1435.0600000000002 960.86250000000007 1295.4950000000001 649.85000000000014 52.345500000000008 1120.4650000000004 1064.4750000000001 700.81750000000011 120.37500000000001 148.02912000000001 210.75000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 9 10 -6 right_child=-2 2 -4 -5 8 -7 -8 -9 -10 -11 -12 leaf_value=0.0024590819766838598 1.1141128668785094 1.750347717948582 -0.075898709663977992 -0.78782875588065693 -0.21744030046998786 0.81072784358057481 -0.84718842980536557 0.95850747489929211 -0.74459442305564882 0.22195187902450564 -0.68813284306299127 leaf_weight=8853 20 23 26 38 89 29 22 20 20 20 21 leaf_count=8853 20 23 26 38 89 29 22 20 20 20 21 internal_value=0 0.00108118 0.781319 -0.00311457 0.000171648 0.00513373 0.00250728 0.00461404 -0.295039 -0.225876 -0.3073 internal_weight=0 9161 49 9112 9074 8924 8895 8873 150 130 110 internal_count=9181 9161 49 9112 9074 8924 8895 8873 150 130 110 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=13 num_cat=1 split_feature=12 9 9 7 7 25 26 7 7 1 3 9 split_gain=231686 351081 166637 200608 698744 172213 826031 170191 350262 132647 118852 38420.2 threshold=1206.0675000000003 1064.4750000000001 541.42000000000019 336.94125000000003 441.88278000000008 0 2022.5000000000002 548.95500000000004 717.64191000000005 1318.45 352.38000000000005 715.87500000000011 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 -1 -6 -9 10 -7 -4 right_child=-2 -3 11 4 7 9 -8 8 -10 -11 -12 -13 leaf_value=-0.38133923015897242 -1.0215141966126182 1.1044732113542228 -0.93915501832962034 1.5577156726734058 -0.75375699556790865 -0.0081567468509965452 1.3041416459613375 1.3078371572494507 -0.27220966100692751 -0.7479555606842041 0.28658819015935172 -0.33986765737118929 leaf_weight=63 22 29 20 37 26 8677 54 20 47 24 139 23 leaf_count=63 22 29 20 37 26 8677 54 20 47 24 139 23 internal_value=0 0.00593278 0.00244344 0.00538227 0.39539 -0.000278217 0.365349 -0.0670408 0.199446 -0.00552444 -0.00350957 -0.618606 internal_weight=0 9159 9130 9087 130 8957 117 93 67 8840 8816 43 internal_count=9181 9159 9130 9087 130 8957 117 93 67 8840 8816 43 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=10 num_cat=0 split_feature=4 5 0 0 1 2 2 2 4 split_gain=342966 361485 262930 379132 175735 171850 168413 231007 86085.5 threshold=1422.3575000000001 1374.9750000000004 960.86250000000007 1295.4950000000001 1094.8600000000004 1120.4650000000004 330.61600000000004 157.58975000000007 113.00000000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -8 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 leaf_value=-0.0015392162534637319 1.3115232543945314 -1.3423561601638796 1.707850674715909 -0.075833280820112967 -0.77758431796369876 0.78432028634207585 -0.20109202612329413 0.39295711433453279 -0.77176463808332174 leaf_weight=8742 20 20 22 26 29 28 108 151 35 leaf_count=8742 20 20 22 26 29 28 108 151 35 internal_value=0 0.00058028 0.00351855 0.741689 -0.000378091 0.00210856 -0.000315295 0.00515919 -0.340767 internal_weight=0 9161 9141 48 9093 9064 9036 8893 143 internal_count=9181 9161 9141 48 9093 9064 9036 8893 143 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=14 num_cat=1 split_feature=4 13 1 3 1 0 0 8 4 3 25 10 13 split_gain=336141 227370 339950 293470 1.56159e+06 376081 371324 171958 142454 170915 123204 90500.3 6444.87 threshold=1422.3575000000001 362.77500000000003 177.05000000000004 488.75250000000005 397.87500000000006 1295.4950000000001 929.87500000000011 1058.7500000000002 129.39000000000001 890.22500000000014 0 166.11250000000004 664.68750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 3 11 5 8 6 7 10 9 -5 -1 12 -3 right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.21716246120196836 1.2984080238342284 -0.2995583836928658 -1.6553042941093445 0.69806361436843878 3.0447801647186283 -1.3374189013526552 1.3305602119082496 -0.90457909290634453 -0.69703052868843074 -0.38227415155481409 -0.0050087463479627824 0.39608195650577543 -0.54186201935722711 leaf_weight=247 20 23 20 32 20 21 21 21 25 27 8663 20 21 leaf_count=247 20 23 20 32 20 21 21 21 25 27 8663 20 21 internal_value=0 0.000574477 -0.517302 0.00536699 0.533524 -0.000754519 0.00238109 -0.00074194 -0.0643944 0.203672 0.00138832 -0.161677 -0.415203 internal_weight=0 9161 84 9077 104 8973 8952 8931 84 59 8910 64 44 internal_count=9181 9161 84 9077 104 8973 8952 8931 84 59 8910 64 44 cat_boundaries=0 2 cat_threshold=16785536 17039360 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=21 num_cat=2 split_feature=5 5 0 24 0 0 1 8 1 1 4 6 5 24 1 0 4 26 4 1 split_gain=560396 1.12904e+06 167182 473996 1.14179e+06 1.08722e+06 627880 192187 150026 207341 165248 116128 107293 86386.6 76236.3 67397 44324.8 43663.9 12071.5 11268.1 threshold=1587.2775000000001 1144.97 66.112500000000011 0 561.34500000000014 1335.1525000000004 485.55000000000001 221.27241000000004 390.72000000000008 629.70000000000016 438.71000000000009 404.82250000000005 29.560000000000002 1 904.12500000000011 137.99750000000003 1013.1050000000001 2022.5000000000002 660.85000000000002 462.80000000000007 decision_type=2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 8 4 12 6 7 -5 10 19 11 13 15 -1 -11 -4 18 -13 -12 -10 right_child=-2 -3 3 5 -6 -7 -8 -9 9 14 16 17 -14 -15 -16 -17 -18 -19 -20 -21 leaf_value=-0.05655183019930566 -1.6735649976730347 2.2150002910779869 0.90969906373457476 0.057239791115393512 2.7654088801923007 -2.1574497292258523 1.3858840714560614 -0.94917813110351557 -0.67185716629028325 0.48880031181418376 -0.42252996100319756 -0.034072744629599833 -0.37895091819763183 0.016759673221361761 -0.30156565464459933 0.23906684692869795 -0.83450583540874979 -0.56867521734237669 -0.11611596381664276 -0.96824693844236187 leaf_weight=2150 20 23 22 370 23 22 36 20 23 23 36 22 20 6272 26 47 23 50 20 29 leaf_count=2150 20 23 22 370 23 22 36 20 23 23 36 22 20 6272 26 47 23 50 20 29 internal_value=0 0.00215348 -0.00335827 0.164104 0.715368 0.0100941 0.12227 0.00562862 -0.0141697 -0.397328 -0.00965567 -0.0054216 0.265961 -0.00200281 0.0694225 0.452892 -0.464899 -0.405324 -0.313096 -0.837151 internal_weight=0 9257 9234 560 112 448 426 390 8674 101 8573 8494 89 8422 49 69 79 72 56 52 internal_count=9277 9257 9234 560 112 448 426 390 8674 101 8573 8494 89 8422 49 69 79 72 56 52 cat_boundaries=0 1 2 cat_threshold=1027 145 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=20 num_cat=2 split_feature=5 5 0 4 25 26 0 3 5 25 1 1 4 1 17 1 4 26 1 split_gain=549244 1.10658e+06 163856 471221 438528 700714 557750 410029 312733 236833 151781 203215 150679 74719.1 68209.7 57748 36747.5 19666.1 11043.8 threshold=1587.2775000000001 1144.97 66.112500000000011 619.41500000000008 0 2022.5000000000002 242.38250000000002 378.05000000000007 385.88250000000005 1 390.72000000000008 629.70000000000016 438.71000000000009 904.12500000000011 52.345500000000008 10.775250000000002 1013.1050000000001 2022.5000000000002 462.80000000000007 decision_type=2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 8 -6 17 12 18 14 -13 -11 -7 -14 -1 -12 right_child=-2 -3 3 -5 7 15 -8 -9 -10 10 11 13 16 -15 -16 -17 -18 -19 -20 leaf_value=-0.37420417345487156 -1.6568293790817261 2.1928501261835511 2.5488877894328192 1.5641184665845789 0.10038926222967723 -0.38427260080973308 0.54779810714721677 -1.2188247959102902 -1.126087777203965 0.0040666049446484642 -0.66513860080553144 0.4839122844778973 -0.30996542338814054 -0.29854999505556545 -0.237063145522623 0.29670730018615721 -0.80048404929715955 -0.64922964183183829 -0.95856446562142217 leaf_weight=52 20 23 26 23 378 33 30 28 22 8273 23 23 56 26 119 20 21 52 29 leaf_count=52 20 23 26 23 378 33 30 28 22 8273 23 23 56 26 119 20 21 52 29 internal_value=0 0.00213151 -0.00332512 0.162463 0.102429 0.638304 1.47688 -0.0478399 0.032933 -0.0140285 -0.00797956 -0.393355 -0.00339305 0.0687282 0.000647344 -0.127299 -0.443743 -0.466829 -0.82878 internal_weight=0 9257 9234 560 537 109 56 428 400 8674 8570 101 8469 49 8392 53 77 104 52 internal_count=9277 9257 9234 560 537 109 56 428 400 8674 8570 101 8469 49 8392 53 77 104 52 cat_boundaries=0 3 5 cat_threshold=524288 0 134217744 8192 65536 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=11 num_cat=0 split_feature=5 5 2 2 2 7 4 0 3 2 split_gain=538314 1.08456e+06 161271 229256 340679 154386 242980 172182 66054.1 52996.8 threshold=1587.2775000000001 1144.97 1422.3575000000001 569.59500000000014 492.37500000000006 426.65000000000009 291.37500000000006 66.112500000000011 66.112500000000011 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 -11 leaf_value=-0.0099219825219314557 -1.6402610654830931 2.1709216283715289 0.89370767974853527 -0.46644498046239213 1.2423341074856844 -0.67105560483159254 0.57122209167480476 0.18155905398084846 -0.1356438767468488 -1.1044708351466967 leaf_weight=8521 20 23 20 30 22 74 20 497 27 23 leaf_count=8521 20 23 20 30 22 74 20 497 27 23 internal_value=0 0.0021102 -0.00329187 -0.0052389 -0.00057069 -0.00357156 -0.406741 0.00063092 -0.538232 -0.743324 internal_weight=0 9257 9234 9214 9134 9112 94 9018 80 53 internal_count=9277 9257 9234 9214 9134 9112 94 9018 80 53 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=11 num_cat=0 split_feature=5 5 2 2 2 7 4 6 3 2 split_gain=527601 1.06297e+06 158062 224694 333900 151313 238145 106690 64741.1 51049.9 threshold=1587.2775000000001 1144.97 1422.3575000000001 569.59500000000014 492.37500000000006 426.65000000000009 291.37500000000006 422.52500000000009 28.484500000000004 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 -11 leaf_value=0.0038991799448860965 -1.6238584709167481 2.1492124151146932 0.88477059173583983 -0.46256156937829385 1.2299107551574708 -0.66434505233893515 0.56550986957550053 -0.36066946312233256 -0.14517469133649555 -1.0934261512756347 leaf_weight=8937 20 23 20 29 22 74 20 81 28 23 leaf_count=8937 20 23 20 29 22 74 20 81 28 23 internal_value=0 0.0020891 -0.00325895 -0.00518651 -0.000564983 -0.00353584 -0.402674 0.000624611 -0.53285 -0.741598 internal_weight=0 9257 9234 9214 9134 9112 94 9018 80 52 internal_count=9277 9257 9234 9214 9134 9112 94 9018 80 52 is_linear=0 shrinkage=0.01 Tree=474 num_leaves=20 num_cat=4 split_feature=5 5 0 24 0 0 1 25 25 2 1 1 0 12 1 24 26 12 1 split_gain=517102 1.04182e+06 157478 463133 1.11562e+06 1.0627e+06 611790 231980 229810 171505 148047 198619 100394 83190.5 73035.1 72772.2 19212.4 16474.5 10794 threshold=1587.2775000000001 1144.97 66.112500000000011 0 561.34500000000014 1335.1525000000004 485.55000000000001 1 2 16.410000000000004 390.72000000000008 629.70000000000016 137.99750000000003 465.34500000000008 904.12500000000011 3 2022.5000000000002 700.81750000000011 462.80000000000007 decision_type=2 2 2 1 2 2 2 9 9 2 2 2 2 2 2 1 2 2 2 left_child=1 2 7 4 9 6 8 16 -5 12 13 18 -4 15 -13 -9 -1 -15 -12 right_child=-2 -3 3 5 -6 -7 -8 10 -10 -11 11 14 -14 17 -16 -17 -18 -19 -20 leaf_value=-0.37034906167250414 -1.6076198825836181 2.1277203816952914 1.0727471574147542 0.3582009095237369 2.7303526007610817 -2.135832408558239 1.3653564580281576 -0.051149388176284019 -0.15493609595046917 -0.5556451177597046 -0.65703204237896462 0.47896949000980543 0.24375877817471822 -0.64028173083066953 -0.29462490283525905 0.016281470233890177 -0.64218323574616365 -0.2616136911180284 -0.94711990192018702 leaf_weight=52 20 23 21 116 23 22 36 2136 274 20 23 23 48 20 26 6286 52 27 29 leaf_count=52 20 23 21 116 23 22 36 2136 274 20 23 23 48 20 26 6286 52 27 29 internal_value=0 0.0020682 -0.00322636 0.159302 0.704208 0.00719647 0.118038 -0.0137193 0.00290119 0.259721 -0.00773308 -0.388338 0.49606 -0.00320317 0.0684908 -0.000861844 -0.461857 -0.422749 -0.818812 internal_weight=0 9257 9234 560 112 448 426 8674 390 89 8570 101 69 8469 49 8422 104 47 52 internal_count=9277 9257 9234 560 112 448 426 8674 390 89 8570 101 69 8469 49 8422 104 47 52 cat_boundaries=0 1 3 6 7 cat_threshold=1027 8192 65536 2148007936 268435456 134217744 145 is_linear=0 shrinkage=0.01 Tree=475 num_leaves=12 num_cat=0 split_feature=12 9 13 13 5 1 1 1 3 18 1 split_gain=195728 275786 245655 519889 347810 197707 293010 257686 226311 157374 50246.7 threshold=1279.9550000000002 1064.4750000000001 548.95500000000004 874.60000000000014 1211.5375000000001 715.87500000000011 462.80000000000007 540.74500000000012 98.25500000000001 456.25000000000006 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 9 -8 10 -1 -7 right_child=-2 -3 3 -5 -6 8 7 -9 -10 -11 -12 leaf_value=-0.014326737431520995 -0.99865748023986811 1.0405618812561035 1.8281832859732887 -0.30004060784975689 -1.2170522006352742 -0.49492485324541724 1.6296761398315431 0.19117085991483748 -1.3209502486387887 0.64816001070870299 0.11895673243204753 leaf_weight=9048 20 25 22 24 24 24 20 33 24 36 30 leaf_count=9048 20 25 22 24 24 24 20 33 24 36 30 internal_value=0 -0.00833307 -0.0111572 0.717806 -0.0147867 -0.0116554 -0.00737577 0.734003 -0.512978 -0.0117013 -0.15388 internal_weight=0 9310 9285 46 9239 9215 9137 53 78 9084 54 internal_count=9330 9310 9285 46 9239 9215 9137 53 78 9084 54 is_linear=0 shrinkage=0.01 Tree=476 num_leaves=9 num_cat=0 split_feature=12 5 18 19 11 11 0 1 split_gain=191833 259700 208531 158097 108065 230086 354967 195500 threshold=1279.9550000000002 1341.6425000000002 765.88 439.62000000000006 874.60000000000014 295.76250000000005 96.632500000000022 497.97750000000002 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=-0.0084539597573142829 -0.98867090368270882 1.130042119026184 0.96173034841364091 -0.72595021893901202 -0.65440581468435444 0.14451616322816307 1.6345239362830208 -0.4216181841081586 leaf_weight=9007 20 20 22 31 26 67 21 116 leaf_count=9007 20 20 22 31 26 67 21 116 internal_value=0 -0.00824974 -0.0107003 -0.0130086 -0.0106159 -0.00879871 0.500086 -0.0137074 internal_weight=0 9310 9290 9268 9237 9211 88 9123 internal_count=9330 9310 9290 9268 9237 9211 88 9123 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=14 num_cat=1 split_feature=4 1 1 1 18 25 0 13 18 0 26 12 4 split_gain=353323 263032 250652 283266 230230 130127 112566 94054.1 84696.9 82661.1 28714.5 20646.4 13506.1 threshold=1265.0725000000002 665.43750000000011 462.80000000000007 540.74500000000012 765.88 0 47.808000000000007 464.11500000000007 362.77500000000003 254.41050000000004 2022.5000000000002 52.910000000000004 1.2722499999999999 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 12 8 -7 10 -3 -9 -1 right_child=-2 9 3 -5 -6 7 -8 11 -10 -11 -12 -13 -14 leaf_value=-0.3367056496723278 1.0732441984812418 -0.089839431091591163 1.6151165251731874 0.11529508254107308 1.0333372633797782 -0.0083480600663733973 0.30204606878346413 -0.25981621577189518 0.58651280899842584 -0.9615138947963715 -0.53935575405756631 -0.67605732180855493 -0.59718153746231739 leaf_weight=148 30 27 20 34 21 8864 29 26 24 32 30 22 23 leaf_count=148 30 27 20 34 21 8864 29 26 24 32 30 22 23 internal_value=0 -0.013743 -0.00851538 0.670785 -0.0125213 -0.0149253 -0.260992 -0.00911574 -0.00674178 -0.554773 -0.326427 -0.450593 -0.37174 internal_weight=0 9300 9211 54 9157 9136 200 8936 8888 89 57 48 171 internal_count=9330 9300 9211 54 9157 9136 200 8936 8888 89 57 48 171 cat_boundaries=0 1 cat_threshold=524288 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=12 num_cat=0 split_feature=4 5 11 1 1 0 0 2 4 11 11 split_gain=346707 543270 176160 783723 244727 214571 423928 206186 139568 29432.4 9556.96 threshold=1422.3575000000001 1279.9550000000002 273.48534000000006 47.808000000000007 1209.1250000000002 1374.9750000000004 929.87500000000011 967.31750000000011 130.99900000000005 744.3325000000001 360.14500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 10 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.013175313955525958 1.3050803413391114 -1.6593353767395018 -0.34772596073150636 1.6145978099770018 -0.90183196221628492 1.0228343315124513 -1.2008651415506999 0.74512725618150499 0.59320132960443916 -0.59172548294067384 -0.078858320774176177 leaf_weight=9032 20 20 20 36 31 20 30 36 23 23 39 leaf_count=9032 20 20 20 36 31 20 30 36 23 23 39 internal_value=0 -0.0129708 -0.00942642 0.341344 -0.0148323 -0.0118166 -0.0140911 -0.0101648 -0.0952005 -0.288289 -0.17 internal_weight=0 9310 9290 141 9149 9118 9098 9068 105 82 59 internal_count=9330 9310 9290 141 9149 9118 9098 9068 105 82 59 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=16 num_cat=0 split_feature=4 5 11 1 1 1 3 4 8 8 0 11 1 11 8 split_gain=340368 532047 184616 754823 281702 553779 287320 161037 159044 202036 44997.6 28846.7 16555.3 9366.77 1930.91 threshold=1265.0725000000002 1279.9550000000002 273.48534000000006 47.808000000000007 515.86500000000012 453.00000000000006 164.55774000000002 130.99900000000005 736.8325000000001 538.6450000000001 160.85000000000005 744.3325000000001 752.83000000000015 360.14500000000004 1158.4775000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 8 10 11 9 -1 12 13 -6 -4 -10 right_child=-2 -3 3 -5 6 -7 -8 -9 14 -11 -12 -13 -14 -15 -16 leaf_value=-0.012715602302936301 1.0534002017974853 -1.6427419700622559 -0.34424868822097782 1.5984518535931906 -0.29823569473098305 1.5404651650138526 -1.5360998545993461 0.67811386173421684 -0.70492921924591057 0.94676705577156772 -0.65846584753556681 -0.58580822737320615 0.0094635560777452249 -0.078069742153852414 -0.56763623776889982 leaf_weight=8940 30 20 20 36 34 23 22 22 20 22 22 23 36 39 21 leaf_count=8940 30 20 20 36 34 23 22 22 20 22 22 23 36 39 21 internal_value=0 -0.0134744 -0.00996305 0.350425 -0.0154832 -0.00924406 -0.509472 -0.0815844 -0.0132031 -0.0103603 -0.263974 -0.285406 -0.13999 -0.1683 -0.634608 internal_weight=0 9300 9280 140 9140 9026 114 104 9003 8962 92 82 70 59 41 internal_count=9330 9300 9280 140 9140 9026 114 104 9003 8962 92 82 70 59 41 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=17 num_cat=1 split_feature=5 4 10 10 11 1 1 25 1 5 2 2 1 19 1 26 split_gain=241816 324356 176531 747201 272083 696928 201532 136962 164500 301026 293325 331458 115144 100857 100456 1293.66 threshold=1435.0600000000002 1422.3575000000001 67.800000000000011 103.13625000000002 282.37500000000006 43.440000000000005 235.50000000000003 0 488.75250000000005 64.050000000000011 438.71000000000009 515.86500000000012 58.430000000000007 78.690000000000012 723.37500000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 6 -6 12 15 10 14 13 -12 -5 -9 -10 -1 right_child=-2 -3 3 4 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.36283149490617722 1.0453029112382368 -1.2457404872349331 1.6317374483978049 -0.078392582292056215 -0.20236316479742528 2.177245436191559 -1.0225199853806268 -0.0030678948743143386 -0.52809709561837681 -1.4670492201759704 1.4834134292602539 0.19129700940450034 0.67276656689851178 -0.3925818196339394 0.15922726993560793 -0.30149334408686712 leaf_weight=73 22 21 34 181 32 20 21 8492 37 21 27 75 23 67 50 65 leaf_count=73 22 21 34 181 32 20 21 8492 37 21 27 75 23 67 50 65 internal_value=0 -0.00435401 -0.00152594 0.232669 0.060942 0.712871 -0.089726 -0.00970317 -0.00459533 -0.392465 0.000235988 0.533328 0.00629693 -0.00611702 -0.133083 -0.311377 internal_weight=0 9239 9218 311 277 52 225 8907 8769 108 8661 102 204 8559 87 138 internal_count=9261 9239 9218 311 277 52 225 8907 8769 108 8661 102 204 8559 87 138 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=481 num_leaves=9 num_cat=1 split_feature=3 5 0 25 4 18 12 26 split_gain=276379 470870 289548 262974 211870 155942 142012 22832.5 threshold=1341.6425000000002 1412.3803750000002 1219.7885000000003 0 1295.4950000000001 494.36250000000007 460.42500000000007 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 7 5 6 -5 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=-0.33172854416806935 -0.99385175364358092 1.4968730935596284 0.93278365510882755 0.0045633138791319108 -0.97893178766424005 0.73573567456212541 -0.47568932387136642 -0.59009472124504325 leaf_weight=71 28 21 33 8929 22 29 62 66 leaf_count=71 28 21 33 8929 22 29 62 66 internal_value=0 0.00116648 -0.00224318 -0.00560476 0.00122105 0.00361302 0.0012516 -0.425163 internal_weight=0 9233 9212 9179 9042 9020 8991 137 internal_count=9261 9233 9212 9179 9042 9020 8991 137 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=10 num_cat=1 split_feature=5 4 0 25 18 12 12 10 26 split_gain=231734 314038 240678 265025 150665 153219 322966 60106.6 22993 threshold=1435.0600000000002 1422.3575000000001 1219.7885000000003 0 564.34500000000014 460.42500000000007 312.37500000000006 42.190000000000005 2022.5000000000002 decision_type=2 2 2 9 2 2 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=-0.32925760236051349 1.0232774248990146 -1.2257468886602494 0.83831946316887351 0.00020786095986820383 0.76244689574608426 -0.24078319976204321 1.0758779256684441 -0.87213234825134278 -0.58665344110175743 leaf_weight=72 22 21 34 8928 26 38 28 25 67 leaf_count=72 22 21 34 8928 26 38 28 25 67 internal_value=0 -0.00426445 -0.00148173 -0.00459075 0.0023027 0.000113903 0.00357083 -0.491319 -0.422902 internal_weight=0 9239 9218 9184 9045 9019 8956 63 139 internal_count=9261 9239 9218 9184 9045 9019 8956 63 139 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=483 num_leaves=13 num_cat=0 split_feature=14 13 13 5 0 6 10 10 20 5 6 0 split_gain=238996 376683 470730 226888 328597 154560 179480 1.16911e+06 137108 108570 59681.8 58023.7 threshold=1064.4750000000001 548.95500000000004 874.60000000000014 709.65000000000009 1219.7885000000003 436.23750000000007 67.800000000000011 103.13625000000002 240.95750000000001 92.100000000000023 593.34250000000009 116.57500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 8 -8 -1 10 -7 -5 right_child=-2 2 -4 11 -6 9 7 -9 -10 -11 -12 -13 leaf_value=-0.0045904343894916594 -0.99841800883412368 2.0072358985174272 0.010984419716729059 -0.38883540862484983 0.99623012542724609 -0.49580906756462589 2.1899764575277056 0.027802538820820996 -0.73185531451151919 -0.86067244905413998 0.088764851093292241 -1.0438140396844773 leaf_weight=8705 24 21 27 38 33 31 28 234 26 33 40 21 leaf_count=8705 24 21 27 38 33 31 28 234 26 33 40 21 internal_value=0 0.000784213 0.884344 -0.00383118 0.000163317 -0.00344998 0.000982672 0.258875 -0.00675615 -0.386747 -0.166472 -0.621963 internal_weight=0 9237 48 9189 9130 9097 8993 262 8731 104 71 59 internal_count=9261 9237 48 9189 9130 9097 8993 262 8731 104 71 59 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=11 num_cat=0 split_feature=3 5 0 4 6 6 17 5 6 6 split_gain=269611 459213 273366 238001 99834.8 167350 132744 65244.3 52429 15607.8 threshold=1341.6425000000002 1412.3803750000002 1219.7885000000003 1341.6425000000002 438.71000000000009 366.17750000000007 40.213800000000006 52.547500000000007 593.34250000000009 709.65000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -9 right_child=-2 -3 -4 -5 7 -7 -8 9 -10 -11 leaf_value=0.003093706087345926 -0.98157615355082928 1.478260280064174 0.90634024302164717 -1.0688153239658902 -0.433420724162349 0.78668791453043629 -0.30402652745949221 -0.80847154211997996 0.1495181123415629 -0.43022317687670386 leaf_weight=8881 28 21 33 21 27 27 143 20 36 24 leaf_count=8881 28 21 33 21 27 27 143 20 36 24 internal_value=0 0.00118413 -0.00218307 -0.00544936 -0.00301098 0.00057894 -0.00177311 -0.306678 -0.100313 -0.602154 internal_weight=0 9233 9212 9179 9158 9051 9024 107 63 44 internal_count=9261 9233 9212 9179 9158 9051 9024 107 63 44 is_linear=0 shrinkage=0.01 Tree=485 num_leaves=10 num_cat=1 split_feature=2 4 5 2 25 26 1 3 6 split_gain=441932 407966 267100 203566 192499 954568 212848 163107 161295 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 2022.5000000000002 1318.45 96.632500000000022 1253.9725000000001 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 8 -2 -6 right_child=7 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.41502462815430208 -1.6871095905303954 1.2754322090148926 -1.1581325950622559 1.0065412602424622 -0.0083954647823095609 1.4840788708130519 -0.99110606193542483 -0.42527127311343238 0.8489065586436878 leaf_weight=59 20 25 20 20 8919 48 22 21 22 leaf_count=59 20 25 20 20 8919 48 22 21 22 internal_value=0 -0.000263189 -0.003764 -0.00122413 -0.00344633 0.399567 -0.00869359 -1.0408 -0.00628601 internal_weight=0 9135 9110 9090 9070 107 8963 41 8941 internal_count=9176 9135 9110 9090 9070 107 8963 41 8941 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=486 num_leaves=11 num_cat=0 split_feature=2 5 10 2 2 2 17 2 10 1 split_gain=433138 334146 192350 171325 159962 401953 122467 26157.2 19100.1 18390.1 threshold=1202.4650000000004 1435.0600000000002 788.58750000000009 890.22500000000014 569.59500000000014 492.37500000000006 31.902000000000001 690.66750000000013 1211.5375000000001 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -4 -2 right_child=9 -3 8 -5 7 -7 -8 -9 -10 -11 leaf_value=0.002542432562978157 -1.2474118995666503 1.2908919057846069 -0.89712877046494255 0.90218446413675946 -0.36103307330090068 1.3211606730585512 -0.27243211072547868 -0.84334378675981003 -0.46532600402832031 -0.82371054331461591 leaf_weight=8820 20 20 21 21 23 23 165 22 20 21 leaf_count=8820 20 20 21 21 23 23 165 22 20 21 internal_value=0 -0.000260557 -0.00309358 -5.70838e-06 -0.00209849 0.000872519 -0.00250718 -0.596829 -0.686493 -1.03039 internal_weight=0 9135 9115 9074 9053 9008 8985 45 41 41 internal_count=9176 9135 9115 9074 9053 9008 8985 45 41 41 is_linear=0 shrinkage=0.01 Tree=487 num_leaves=9 num_cat=1 split_feature=2 4 5 2 25 1 3 6 split_gain=424518 398998 266668 195911 188660 208848 159624 158528 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 1318.45 96.632500000000022 1253.9725000000001 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 7 -2 -6 right_child=6 -3 -4 -5 5 -7 -8 -9 leaf_value=0.39561153415940764 -1.6594592046737671 1.2613383739471435 -1.1571562166213989 0.98745403718948366 -0.0082634235985183657 -0.98169478069652216 -0.41116736639113655 0.84165500814264482 leaf_weight=107 20 25 20 20 8919 22 21 22 leaf_count=107 20 25 20 20 8919 22 21 22 internal_value=0 -0.000257951 -0.00372007 -0.00118226 -0.00336227 -0.00855704 -1.02009 -0.00617214 internal_weight=0 9135 9110 9090 9070 8963 41 8941 internal_count=9176 9135 9110 9090 9070 8963 41 8941 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=488 num_leaves=10 num_cat=1 split_feature=2 4 5 2 25 26 6 10 0 split_gain=416074 391098 261495 191899 184561 919399 175671 300187 24804.5 threshold=1202.4650000000004 1374.9750000000004 1374.9750000000004 890.22500000000014 0 2022.5000000000002 1253.9725000000001 947.25000000000011 39.441250000000004 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 -2 right_child=8 -3 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.41485591500492419 -1.2619282932281495 1.3628675560724168 -1.1455847177505494 0.97757946443557742 -0.0075551582109849268 1.4384189183371408 0.84619683106740318 -1.1514638353430706 -0.76985212326049801 leaf_weight=59 20 21 20 20 8919 49 24 23 21 leaf_count=59 20 21 20 20 8919 49 24 23 21 internal_value=0 -0.000251041 -0.00339187 -0.000879897 -0.00303652 0.389882 -0.00819512 -0.0104974 -1.00989 internal_weight=0 9135 9114 9094 9074 108 8966 8942 41 internal_count=9176 9135 9114 9094 9074 108 8966 8942 41 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=489 num_leaves=9 num_cat=1 split_feature=2 4 5 2 25 1 3 6 split_gain=407794 383567 256162 188191 181636 205025 156296 152226 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 1318.45 96.632500000000022 1253.9725000000001 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 7 -2 -6 right_child=6 -3 -4 -5 5 -7 -8 -9 leaf_value=0.38818436047969718 -1.6324596576690675 1.2367106773376464 -1.1341288080215455 0.96780365133285529 -0.0080757382697500858 -0.97257844144647776 -0.39724825904482886 0.82477648474953402 leaf_weight=107 20 25 20 20 8919 22 21 22 leaf_count=107 20 25 20 20 8919 22 21 22 internal_value=0 -0.00024853 -0.00364304 -0.00115572 -0.00329235 -0.00838952 -0.99979 -0.00602644 internal_weight=0 9135 9110 9090 9070 8963 41 8941 internal_count=9176 9135 9110 9090 9070 8963 41 8941 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=13 num_cat=1 split_feature=2 4 25 10 11 13 2 3 18 9 12 2 split_gain=331436 331882 148998 112250 197218 139567 154876 261469 177354 75772.8 23823.5 14561.5 threshold=1164.4950000000001 1013.1050000000001 0 491.05000000000013 282.37500000000006 387.80000000000007 378.05000000000007 231.15000000000003 593.64750000000015 64.050000000000011 64.050000000000011 14.851500000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 9 6 8 -8 -4 -5 -7 -3 right_child=-2 11 3 4 -6 10 7 -9 -10 -11 -12 -13 leaf_value=-0.33394739172037907 -0.98439271654401506 -0.7232143331709362 -0.0028135339185822112 0.39640674022527839 1.1827503129298038 -0.28118162911385297 0.074692104998089023 1.1492710722646406 -0.92290168943859285 -0.4112175541832333 -0.67015232232309163 -1.1002398949563503 leaf_weight=126 35 21 8779 26 22 32 84 31 21 21 31 20 leaf_count=126 35 21 8779 26 22 32 84 31 21 21 31 20 internal_value=0 -0.009428 -0.0054156 -0.000470402 0.401326 -0.00355892 -0.000244465 0.364361 -0.0050092 0.0355533 -0.47258 -0.907129 internal_weight=0 9214 9173 9047 69 8978 8915 115 8800 47 63 41 internal_count=9249 9214 9173 9047 69 8978 8915 115 8800 47 63 41 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=14 num_cat=1 split_feature=4 25 3 1 26 0 0 6 10 26 1 26 3 split_gain=310050 190992 142465 674304 334890 198994 203516 111635 115272 74251 66637 14559.9 596.592 threshold=967.31750000000011 0 488.75250000000005 397.87500000000006 2022.5000000000002 1295.4950000000001 806.46500000000003 436.23750000000007 752.83000000000015 2022.5000000000002 184.72500000000005 2022.5000000000002 802.66250000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 8 -3 -2 -9 -1 -6 right_child=9 2 3 -5 12 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.31100843332815864 -0.36357865636998959 -0.0058330456620566233 0.78478863609688621 2.0124554352760318 -0.65523897751517923 -0.91645831187566118 0.75638558088030139 -0.21104647560964659 0.67416618089675906 -1.1399076984609875 -0.85721620655059816 -0.52596116049536346 -0.58056075847148902 leaf_weight=69 22 8798 28 20 23 24 35 79 25 28 20 58 20 leaf_count=69 22 8798 28 20 23 24 35 79 25 28 20 58 20 internal_value=0 -0.00872131 -0.00311187 0.390566 -0.0663046 -0.00710427 -0.00466769 -0.00765321 -0.00390627 -0.798323 -0.341586 -0.379309 -0.620505 internal_weight=0 9199 9072 91 71 8981 8957 8922 8823 50 99 127 43 internal_count=9249 9199 9072 91 71 8981 8957 8922 8823 50 99 127 43 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=15 num_cat=0 split_feature=2 4 0 2 0 6 10 4 4 9 4 6 2 26 split_gain=324987 319685 179837 482800 1.04393e+06 156111 152063 108451 147018 78070.7 36218.7 42015.4 14372.3 7878.09 threshold=1164.4950000000001 1013.1050000000001 806.46500000000003 68.280000000000015 1205.5225000000003 438.71000000000009 491.05000000000013 589.71000000000015 344.21500000000003 52.345500000000008 52.345500000000008 575.22000000000014 14.851500000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 7 8 -1 -8 11 -7 -3 -13 right_child=-2 12 3 -5 -6 10 9 -9 -10 -11 -12 13 -14 -15 leaf_value=-0.0091201492385859177 -0.97463946533203127 -0.70754054001399458 1.343503437836965 1.8112330398559571 -1.7499371242523194 -0.58380916365261737 0.85132288509799592 -0.6078472878535589 0.46108457648932044 0.091628396511077889 -0.69271158082144602 0.045572516441345218 -1.0821082197427749 -0.20455002195694869 leaf_weight=8846 35 21 24 20 20 29 31 30 67 24 28 20 20 34 leaf_count=8846 35 21 24 20 20 29 31 30 67 24 28 20 20 34 internal_value=0 -0.0092066 -0.00526863 0.522969 -0.0626059 -0.00898004 -0.00438203 -0.0076059 -0.00558557 0.51982 -0.381708 -0.276792 -0.890256 -0.111912 internal_weight=0 9214 9173 64 44 9109 8998 8943 8913 55 111 83 41 54 internal_count=9249 9214 9173 64 44 9109 8998 8943 8913 55 111 83 41 54 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=9 num_cat=1 split_feature=2 5 25 1 1 1 10 26 split_gain=318520 216698 134846 104753 367930 195514 169356 2006.55 threshold=1164.4950000000001 1211.5375000000001 0 1341.6425000000002 1044.0050000000003 736.8325000000001 1064.4750000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=-0.30807925203572151 -0.96489308003016894 -0.90367139957569265 -0.0029466147817842521 -0.70724445797148205 1.3546880493164062 -0.92396437582762347 0.87551089200106536 -0.38825591756586442 leaf_weight=69 35 27 8975 21 20 23 22 57 leaf_count=69 35 27 8975 21 20 23 22 57 internal_value=0 -0.00911454 -0.00648549 -0.00178527 -0.000148457 -0.00315253 -0.000798558 -0.31903 internal_weight=0 9214 9187 9061 9040 9020 8997 126 internal_count=9249 9214 9187 9061 9040 9020 8997 126 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=494 num_leaves=13 num_cat=1 split_feature=5 25 3 1 26 0 0 6 1 1 3 26 split_gain=298569 200536 140598 727467 378567 190049 204753 132705 129826 86760.9 37765.4 18426.9 threshold=1279.9550000000002 0 488.75250000000005 415.60849999999999 2022.5000000000002 1295.4950000000001 806.46500000000003 436.23750000000007 629.70000000000016 184.72500000000005 709.65000000000009 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 7 8 -3 -9 -6 -1 right_child=-2 2 3 -5 10 -7 -8 9 -10 -11 -12 -13 leaf_value=-0.30499845974687217 -1.0626428879631891 -0.0075430582427467177 0.83737289288214267 1.9301614771718565 -0.93788439705258331 -0.8966067337989807 0.76900644695057596 -0.22328081319361559 0.45920828477541603 -0.95875118637084966 -0.38105311253975183 -0.5446171326637268 leaf_weight=69 27 8773 28 23 21 24 34 81 60 20 29 60 leaf_count=69 27 8773 28 23 21 24 34 81 60 20 29 60 internal_value=0 -0.00952979 -0.00375281 0.367268 -0.0935855 -0.00792436 -0.00554609 -0.00849379 -0.00437255 -0.368919 -0.614922 -0.386489 internal_weight=0 9222 9093 101 78 8992 8968 8934 8833 101 50 129 internal_count=9249 9222 9093 101 78 8992 8968 8934 8833 101 50 129 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=495 num_leaves=19 num_cat=4 split_feature=4 5 1 24 3 2 1 2 1 1 25 7 19 1 25 24 7 26 split_gain=323731 307505 137292 426450 333066 293192 326909 271887 147562 202137 120532 85797.2 114875 61593.4 49197.1 80306.1 33098.6 12476.8 threshold=1265.0725000000002 1374.9750000000004 67.485000000000014 0 451.12500000000006 470.16250000000008 82.747500000000016 1013.1050000000001 378.05000000000007 108.69300000000001 1 488.75250000000005 387.80000000000007 232.70000000000002 2 3 817.62000000000012 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 9 2 2 2 9 1 2 2 left_child=1 2 7 8 5 6 -5 10 9 -4 14 12 -12 -11 17 -16 -13 -1 right_child=-2 -3 3 4 -6 -7 -8 -9 -10 13 11 16 -14 -15 15 -17 -18 -19 leaf_value=-0.44098747412363687 1.0739056672368732 -1.1578191616224205 1.3542456354413712 1.2446313807964324 1.036526927125865 -1.0601516217844826 -0.070398008063219594 1.0531818954149883 1.3243842407964892 -0.037336765366631587 0.0041373918606325451 -0.60491900049149994 -0.71949491197412674 0.6308240860158747 0.057962032492230052 -0.16978667289933758 -0.086337924480438241 -0.23530209722190068 leaf_weight=60 28 23 21 20 29 28 345 24 31 37 7746 32 22 22 231 450 20 58 leaf_count=60 28 23 21 20 29 28 345 24 31 37 7746 32 22 22 231 450 20 58 internal_value=0 -0.00298793 -9.33034e-05 0.15567 0.00226933 -0.0739922 0.0016584 -0.00969898 0.677618 0.511698 -0.0126586 -0.000621305 0.00208797 0.211808 -0.12885 -0.0928119 -0.405465 -0.313334 internal_weight=0 9199 9176 533 422 393 365 8643 111 80 8619 7820 7768 59 799 681 52 118 internal_count=9227 9199 9176 533 422 393 365 8643 111 80 8619 7820 7768 59 799 681 52 118 cat_boundaries=0 1 4 5 6 cat_threshold=529 67117184 129 134217728 8320 89 is_linear=0 shrinkage=0.01 Tree=496 num_leaves=9 num_cat=1 split_feature=4 4 0 0 10 25 12 26 split_gain=317289 237031 252911 186618 163635 141498 125338 593.994 threshold=1265.0725000000002 967.31750000000011 1219.7885000000003 831.91125000000011 1016.9900000000001 0 312.37500000000006 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.26880785150730863 1.0631666936193194 -1.090424179673195 0.9160789998372395 -0.73239870343889513 0.90273936462402349 -0.00080327970590305428 0.37223099415118882 -0.30495895629579367 leaf_weight=94 28 20 30 35 20 8821 91 88 leaf_count=94 28 20 30 35 20 8821 91 88 internal_value=0 -0.00295927 -0.000589806 -0.00359561 -0.000796823 -0.00278393 0.00300239 -0.271377 internal_weight=0 9199 9179 9149 9114 9094 8912 182 internal_count=9227 9199 9179 9149 9114 9094 8912 182 cat_boundaries=0 1 cat_threshold=67117056 is_linear=0 shrinkage=0.01 Tree=497 num_leaves=16 num_cat=1 split_feature=7 7 7 7 19 10 24 10 1 2 10 2 8 8 8 split_gain=213064 424733 581874 317822 174110 197649 605644 796998 146863 198470 137987 137461 133630 127726 48785.7 threshold=729.18750000000011 417.90600000000001 462.80000000000007 548.95500000000004 439.62000000000006 64.050000000000011 0 101.09997000000003 1272.8850000000002 967.31750000000011 177.35000000000002 569.59500000000014 66.112500000000011 303.97500000000008 10.901250000000003 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 8 7 -7 9 11 -9 -1 -2 14 -8 right_child=12 2 3 -5 -6 6 13 10 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.010404064895127017 -1.1073576475892748 2.2169952943325044 -0.57394603619208706 0.97508822619915014 -0.73853246361017233 2.6903449964523314 -0.15685122926719486 -0.11802397021540889 0.75750457763671875 0.73093326807022097 0.74507506778684718 -0.59796912884712217 -0.090478829542795819 0.62094614410400395 -0.67687710534958612 leaf_weight=8694 28 20 26 27 32 20 128 27 25 36 59 40 24 20 21 leaf_count=8694 28 20 26 27 32 20 128 27 25 36 59 40 24 20 21 internal_value=0 0.00389083 0.763626 0.215185 -0.00220241 0.00039545 0.26439 0.815342 -0.00785907 -0.0100408 0.474102 -0.013095 -0.638029 -0.122192 -0.230143 internal_weight=0 9175 73 53 9102 9070 275 106 8795 8770 86 8734 52 169 149 internal_count=9227 9175 73 53 9102 9070 275 106 8795 8770 86 8734 52 169 149 cat_boundaries=0 1 cat_threshold=2070 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=9 num_cat=1 split_feature=4 5 10 0 25 0 3 26 split_gain=310021 300278 238041 182064 124550 120171 104540 65.0289 threshold=1265.0725000000002 1374.9750000000004 1064.4750000000001 1219.7885000000003 0 831.91125000000011 619.41500000000008 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 7 6 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=-0.26605806852908848 1.0509173148018973 -1.1441070059071416 1.0897094078063965 0.80268511908394957 0.0057243901180351392 -0.61122814893722532 -0.38225146188054765 -0.27805496868045848 leaf_weight=94 28 23 20 28 8845 32 70 87 leaf_count=94 28 23 20 28 8845 32 70 87 internal_value=0 -0.00292749 -6.70817e-05 -0.00244755 -0.00491728 0.000481783 0.00267803 -0.257593 internal_weight=0 9199 9176 9156 9128 8947 8915 181 internal_count=9227 9199 9176 9156 9128 8947 8915 181 cat_boundaries=0 1 cat_threshold=67117056 is_linear=0 shrinkage=0.01 Tree=499 num_leaves=10 num_cat=0 split_feature=4 5 0 0 2 26 3 3 2 split_gain=303852 294302 191851 181099 94415.4 248052 115781 147294 51028.3 threshold=1265.0725000000002 1374.9750000000004 1219.7885000000003 831.91125000000011 890.22500000000014 2022.5000000000002 721.76691000000005 561.85750000000019 63.870000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 leaf_value=-0.0014785279055230527 1.0404081974710737 -1.1326659725023354 0.81200736736429147 -0.73110864078297344 1.2929944219589233 -0.16514246225357057 -0.22672797195839159 0.83699583144414991 -0.86686280250549319 leaf_weight=8991 28 23 29 34 20 28 33 21 20 leaf_count=8991 28 23 29 34 20 28 33 21 20 internal_value=0 -0.00289822 -6.64115e-05 -0.00264104 7.6823e-05 0.442415 -0.0022654 0.000475307 -0.468288 internal_weight=0 9199 9176 9147 9113 48 9065 9012 53 internal_count=9227 9199 9176 9147 9113 48 9065 9012 53 is_linear=0 shrinkage=0.01 Tree=500 num_leaves=13 num_cat=2 split_feature=5 25 24 2 26 2 13 13 2 18 12 26 split_gain=295323 142977 667973 268309 216928 149191 94089.2 436830 185076 126165 121660 14474.6 threshold=1412.3803750000002 0 1 1422.3575000000001 2022.5000000000002 1052.6300000000003 166.11250000000004 112.80000000000003 47.808000000000007 362.77500000000003 166.11250000000004 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 6 7 9 10 -3 -8 -4 right_child=-2 3 11 -5 -6 -7 8 -9 -10 -11 -12 -13 leaf_value=0.38963315169016521 1.2145523986816407 -0.01178743380126142 -0.32947077738444008 1.1481537742614747 1.2703908204210215 -0.83387152628465133 -0.2184792160218762 1.1798582824583976 -0.89458910478864395 0.58143972529305354 0.62422510782877605 -0.13096886840131547 leaf_weight=54 20 8645 75 20 58 22 93 31 35 36 21 72 leaf_count=54 20 8645 75 20 58 22 93 31 35 36 21 72 internal_value=0 -0.0019335 0.225215 -0.00878464 0.776417 -0.0113994 -0.00935734 -0.00509584 -0.258527 -0.00932733 -0.0632442 -0.217453 internal_weight=0 9162 259 8903 112 8883 8861 8712 149 8681 114 147 internal_count=9182 9162 259 8903 112 8883 8861 8712 149 8681 114 147 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1669 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=14 num_cat=2 split_feature=4 1 5 25 24 0 18 1 1 0 1 1 18 split_gain=526859 278858 386673 151522 639940 166514 187340 109878 162290 61695.4 53157.6 36444.6 25241.2 threshold=1265.0725000000002 660.10000000000002 64.050000000000011 0 1 1081.6425000000002 362.77500000000003 485.55000000000001 441.67528000000004 90.300000000000026 543.33000000000004 1157.6300000000001 593.64750000000015 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 6 7 8 -5 11 -9 -3 -8 right_child=-2 2 -4 5 -6 -7 12 10 -10 -11 -12 -13 -14 leaf_value=0.78388101281238209 1.4222021165260901 -0.1601734459841693 -1.7064942706714976 -0.0061966714735945385 -0.20851956346691056 -0.80382269492516145 0.88971702802748909 0.83499626788226045 -0.88635489509219212 0.22332548856735229 0.16101122436523438 -0.72338144397735593 0.41943945922851561 leaf_weight=109 26 27 22 8675 139 26 21 22 21 24 25 20 25 leaf_count=109 26 27 22 8675 139 26 21 22 21 24 25 20 25 internal_value=0 -0.00332751 -0.548122 0.0022629 0.241133 -0.00472563 -0.00236709 -0.00571593 -0.00832217 -0.18919 0.476494 -0.399836 0.634131 internal_weight=0 9156 93 9063 248 8815 8789 8743 8696 71 47 47 46 internal_count=9182 9156 93 9063 248 8815 8789 8743 8696 71 47 47 46 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1697 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=13 num_cat=2 split_feature=4 3 3 3 1 25 24 0 0 0 3 1 split_gain=516370 306192 172397 421394 224020 162075 633846 140542 183698 84617.8 17992.9 15871.3 threshold=1265.0725000000002 1205.5225000000003 561.85750000000019 660.85000000000002 660.10000000000002 0 1 1081.6425000000002 806.46500000000003 254.41050000000004 866.75000000000011 1183.6900000000003 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 -4 5 6 -1 8 -7 11 -5 -6 right_child=-2 -3 3 10 9 7 -8 -9 -10 -11 -12 -13 leaf_value=0.79537812025119092 1.4079802283873926 -0.97976436696946623 1.7206428470611572 -0.25569412422180177 -0.17754854272393619 -0.0063936272912676331 -0.20070769537062874 -0.77022375742594407 0.85203854751586916 -1.0127094108581542 0.15442158947820248 -0.52720305579049243 leaf_weight=107 26 32 20 20 34 8688 137 24 25 25 23 21 leaf_count=107 26 32 20 20 34 8688 137 24 25 25 23 21 internal_value=0 -0.00328795 0.000136781 0.521439 -0.00348777 0.0012051 0.250217 -0.00602861 -0.00393055 -0.530321 -0.0363299 -0.311053 internal_weight=0 9156 9124 63 9061 8981 244 8737 8713 80 43 55 internal_count=9182 9156 9124 63 9061 8981 244 8737 8713 80 43 55 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1697 is_linear=0 shrinkage=0.01 Tree=503 num_leaves=15 num_cat=2 split_feature=4 3 3 3 1 25 24 26 0 0 0 3 1 26 split_gain=506089 300103 168962 413008 219568 159143 622259 462324 137745 180042 82933.9 17634.9 15555.5 202.91 threshold=1265.0725000000002 1205.5225000000003 561.85750000000019 660.85000000000002 660.10000000000002 0 1 2022.5000000000002 1081.6425000000002 806.46500000000003 254.41050000000004 866.75000000000011 1183.6900000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 9 -7 12 -5 -6 -8 right_child=-2 -3 3 11 10 8 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.22261030869050458 1.3939003495069651 -0.96996671453118322 1.7034363594055177 -0.2531371898651123 -0.17577307112076704 -0.0063296902099395733 -0.20144443576676505 1.5377811339268317 -0.76252148151397703 0.84351812973022466 -1.002582315826416 0.15287736892700196 -0.52193102882021947 -0.22579032755609771 leaf_weight=55 26 32 20 20 34 8688 70 52 24 25 25 23 21 67 leaf_count=55 26 32 20 20 34 8688 70 52 24 25 25 23 21 67 internal_value=0 -0.00324858 0.000141931 0.516225 -0.00344633 0.00119967 0.247949 0.788104 -0.00596832 -0.00389124 -0.525017 -0.0359666 -0.307942 -0.198837 internal_weight=0 9156 9124 63 9061 8981 244 107 8737 8713 80 43 55 137 internal_count=9182 9156 9124 63 9061 8981 244 107 8737 8713 80 43 55 137 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1697 is_linear=0 shrinkage=0.01 Tree=504 num_leaves=14 num_cat=2 split_feature=4 3 8 5 4 25 24 0 26 5 0 5 26 split_gain=496018 294131 167580 165016 201805 167543 662454 304107 301302 184605 139598 38043.7 22128.8 threshold=1265.0725000000002 1205.5225000000003 1279.9550000000002 429.0200000000001 432.41388000000001 0 1 1081.6425000000002 2022.5000000000002 362.12500000000006 48.874000000000002 947.25000000000011 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 5 10 6 8 9 -1 -7 11 -5 -8 right_child=-2 -3 -4 4 -6 7 12 -9 -10 -11 -12 -13 -14 leaf_value=0.37372685308809639 1.3799612877919123 -0.96026704445481303 0.85264913849208668 -0.1800896766725576 0.5488947530984879 -0.0035568537330287081 -0.32568781788284717 -1.1058480163574218 1.4402135995718148 0.95828943490982055 -1.1508630214418683 -0.691948016166687 -0.076740944420081988 leaf_weight=54 26 32 23 53 20 8686 74 25 52 20 28 20 69 leaf_count=54 26 32 23 53 20 8686 74 25 52 20 28 20 69 internal_value=0 -0.00321609 0.000140513 -0.00201394 -0.368843 0.00292885 0.253577 -0.00450466 0.819589 -0.00134724 -0.550573 -0.320325 -0.192131 internal_weight=0 9156 9124 9101 121 8980 249 8731 106 8706 101 73 143 internal_count=9182 9156 9124 9101 121 8980 249 8731 106 8706 101 73 143 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1669 is_linear=0 shrinkage=0.01 Tree=505 num_leaves=15 num_cat=1 split_feature=10 4 5 17 25 1 1 10 4 10 15 16 4 9 split_gain=332118 326629 329980 148672 165900 291148 259112 243510 215124 172997 121077 37916.2 50470.7 32991.7 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 40.213800000000006 0 98.63000000000001 154.71744000000004 114.60000000000002 593.34250000000009 96.07050000000001 291.93750000000006 108.49500000000002 14.655000000000003 92.100000000000023 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 11 12 -5 -2 right_child=13 -3 -4 10 8 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.10054007082359463 -1.1783795862197877 0.98517123018994057 -1.2798674011230469 -0.20620502250889938 -0.0070002874311061135 1.6124680440425874 0.38304310282071435 -0.77680935021602748 -0.9907897144556046 0.33583120040098829 -1.0007764900298346 -0.46392429055394352 0.32249352179143742 -0.61720144618641248 leaf_weight=765 20 34 20 84 7856 20 120 33 22 150 21 37 23 22 leaf_count=765 20 34 20 84 7856 20 120 33 22 150 21 37 23 22 internal_value=0 0.00684694 0.00321203 0.00602241 0.0114963 0.136596 0.558675 0.0642587 -0.00328651 -0.000577014 -0.291427 -0.18798 -0.0925595 -0.884429 internal_weight=0 9185 9151 9131 8966 938 140 798 8028 8006 165 144 107 42 internal_count=9227 9185 9151 9131 8966 938 140 798 8028 8006 165 144 107 42 cat_boundaries=0 2 cat_threshold=8576 65536 is_linear=0 shrinkage=0.01 Tree=506 num_leaves=15 num_cat=0 split_feature=10 17 13 5 0 15 0 0 0 10 9 16 17 0 split_gain=325509 188248 298455 312454 284366 204342 178463 192652 39342.3 52282.3 32335.2 18826.1 10391.1 9236.35 threshold=788.58750000000009 40.213800000000006 548.95500000000004 1211.5375000000001 1165.3425000000004 291.93750000000006 649.85000000000014 210.75000000000003 48.391820000000003 16.695500000000006 92.100000000000023 114.60000000000002 112.80000000000003 831.91125000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 9 11 -2 12 -3 -8 right_child=10 5 -4 -5 -6 -7 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0053415032197230454 -1.166595778465271 0.043198434781460529 0.96220130577231899 -1.0646796120537654 0.98465321095784508 -1.201160304028055 -0.47013544953387715 0.30975760894202292 -0.57533941355618567 0.2918591198563576 -0.61102942640131175 -0.47822925784371118 -0.21895396038062043 -0.75353636202604879 leaf_weight=8669 20 21 33 27 30 23 23 213 22 25 22 22 54 23 leaf_count=8669 20 21 33 27 30 23 23 213 22 25 22 22 54 23 internal_value=0 0.00677847 0.0129392 0.00945272 0.0126902 -0.325899 0.00942422 0.0126417 -0.1861 -0.115909 -0.875585 -0.221004 -0.145551 -0.611836 internal_weight=0 9185 9018 8985 8958 167 8928 8882 144 122 42 97 75 46 internal_count=9227 9185 9018 8985 8958 167 8928 8882 144 122 42 97 75 46 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=12 num_cat=2 split_feature=10 4 5 2 1 3 0 25 24 0 10 split_gain=319031 320532 317979 143861 184988 471740 204270 149608 628596 361836 7095.65 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 1164.4950000000001 362.77500000000003 330.20350000000008 331.12500000000006 0 1 1005.9575000000001 1256.5500000000004 decision_type=2 2 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 -2 right_child=10 -3 -4 -5 5 -7 -8 9 -10 -11 -12 leaf_value=0.77443288220299622 -0.73050641489028934 0.97586042656618011 -1.2564219274520876 -0.697336773707949 0.32467279835180807 1.7429376132147654 -0.64602630544591833 -0.00083162739219088918 -0.25577046688079835 -1.1197035010107632 -0.9907586392489347 leaf_weight=107 20 34 20 29 110 21 27 8693 115 29 22 leaf_count=107 20 34 20 29 110 21 27 8693 115 29 22 internal_value=0 0.00671068 0.00310987 0.00586867 0.00810916 0.347297 0.133367 0.00211724 0.252747 -0.00454658 -0.866829 internal_weight=0 9185 9151 9131 9102 158 137 8944 222 8722 42 internal_count=9227 9185 9151 9131 9102 158 137 8944 222 8722 42 cat_boundaries=0 2 3 cat_threshold=8320 2147811328 1953 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=18 num_cat=1 split_feature=10 4 17 10 10 1 25 26 10 15 0 2 0 0 10 10 16 split_gain=312689 314341 139535 130647 547798 347858 145002 673145 118781 115065 111908 711776 427416 38669.4 51194.4 38044.8 18404.6 threshold=874.60000000000014 1164.6975000000002 40.213800000000006 66.112500000000011 103.13625000000002 130.95600000000005 0 2022.5000000000002 82.90000000000002 291.93750000000006 486.41000000000003 299.39250000000004 441.67528000000004 48.391820000000003 16.695500000000006 139.78674000000004 114.60000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 15 7 -1 -5 13 12 -12 -8 14 16 -6 -4 right_child=-2 -3 9 4 5 -7 10 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.33964160542935135 -0.92744431919521764 0.966101775765419 -0.14433759983579317 0.76531359309241875 -0.49463646411895751 0.96384879083344432 -0.0029136345293237103 1.1616357707977296 1.8421256752014159 -0.97689208711896625 -0.75771218228340143 1.3514586572647096 1.4254911368233818 -0.57042984409765762 0.28855825414657593 -0.09154944430698049 -0.47327001344073899 leaf_weight=64 36 34 75 21 28 33 8506 56 20 21 80 20 21 22 25 143 22 leaf_count=64 36 34 75 21 28 33 8506 56 20 21 80 20 21 22 25 143 22 internal_value=0 0.00635604 0.0027925 0.00808034 0.235836 0.0238511 0.001701 0.333189 1.29059 -0.285379 -0.00329233 -0.335878 0.000604191 -0.184533 -0.114945 -0.157552 -0.218941 internal_weight=0 9191 9157 8992 245 204 8747 120 41 165 8627 100 8527 144 122 171 97 internal_count=9227 9191 9157 8992 245 204 8747 120 41 165 8627 100 8527 144 122 171 97 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=509 num_leaves=12 num_cat=2 split_feature=10 4 5 2 1 3 0 25 24 0 9 split_gain=306825 307897 312209 141793 181182 461000 199051 144902 617474 351137 31775.8 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 1164.4950000000001 362.77500000000003 330.20350000000008 331.12500000000006 0 1 1005.9575000000001 92.100000000000023 decision_type=2 2 2 2 2 2 2 9 1 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -9 -2 right_child=10 -3 -4 -5 5 -7 -8 9 -10 -11 -12 leaf_value=0.76578899212372609 -1.1385631437301635 0.95644078700858004 -1.2449958686828613 -0.6923432356735757 0.32105926208062607 1.7233563164302284 -0.63715798907809784 -0.00081462947329482497 -0.25511646444320679 -1.1030201273951037 -0.58782336321744055 leaf_weight=107 20 34 20 29 110 21 27 8693 115 29 22 leaf_count=107 20 34 20 29 110 21 27 8693 115 29 22 internal_value=0 0.00658502 0.00305589 0.00578955 0.00801388 0.343695 0.132214 0.00208392 0.24874 -0.00447425 -0.85008 internal_weight=0 9185 9151 9131 9102 158 137 8944 222 8722 42 internal_count=9227 9185 9151 9131 9102 158 137 8944 222 8722 42 cat_boundaries=0 2 3 cat_threshold=8320 2147811328 1953 is_linear=0 shrinkage=0.01 Tree=510 num_leaves=11 num_cat=0 split_feature=0 4 4 4 0 1 7 7 3 26 split_gain=342063 279777 209377 286161 264214 219347 130231 114809 45268 15915.8 threshold=1219.7885000000003 1265.0725000000002 709.65000000000009 457.74500000000006 831.91125000000011 50.217500000000008 595.50000000000011 488.75250000000005 74.355000000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 -4 -8 right_child=-2 -3 8 5 -6 -7 9 -9 -10 -11 leaf_value=0.0019527809885140561 0.96458008353774616 0.99920630829674861 -0.40054848348652877 0.19232541889979921 -0.88253124966340912 1.5342924807185219 -0.2594141435623169 0.76045910406112671 -1.0282421932220458 -0.61304159355163579 leaf_weight=8924 37 28 27 29 34 21 20 20 20 35 leaf_count=8924 37 28 27 29 34 21 20 20 20 35 internal_value=0 0.00113351 -0.00192739 0.0015174 -0.00265859 0.755952 0.000665747 0.0036489 -0.667652 -0.48445 internal_weight=0 9158 9130 9083 9033 50 8999 8944 47 55 internal_count=9195 9158 9130 9083 9033 50 8999 8944 47 55 is_linear=0 shrinkage=0.01 Tree=511 num_leaves=9 num_cat=0 split_feature=5 0 4 18 0 10 11 8 split_gain=366853 438585 287225 157820 246686 104028 153066 117233 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 765.88 831.91125000000011 541.75000000000011 374.25000000000006 42.190000000000005 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=0.0073510432619019817 1.2663185716711955 1.1354526892830346 -1.1705802358899799 0.82758151510487443 -0.8520184976914349 -0.84886482262611396 -0.48729277860550652 0.13953952980041504 leaf_weight=8947 23 34 21 23 34 30 63 20 leaf_count=8947 23 34 21 23 34 30 63 20 internal_value=0 0.00179722 -0.0024208 0.000269928 -0.00182246 0.00136812 0.00389238 -0.453503 internal_weight=0 9172 9138 9117 9094 9060 9010 50 internal_count=9195 9172 9138 9117 9094 9060 9010 50 is_linear=0 shrinkage=0.01 Tree=512 num_leaves=8 num_cat=0 split_feature=5 0 4 18 19 0 7 split_gain=359553 429857 281510 154680 243926 203262 110575 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 765.88 575.22000000000014 831.91125000000011 591.48000000000013 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=0.0062194455369656929 1.2536552959939709 1.1240982518476599 -1.1588744331541516 0.81930570934129809 -1.0783115532284691 -0.80767071939283797 -0.43952340994562422 leaf_weight=8986 23 34 21 23 21 31 56 leaf_count=8986 23 34 21 23 21 31 56 internal_value=0 0.00177925 -0.00239659 0.000267229 -0.00180423 0.000687406 0.00345882 internal_weight=0 9172 9138 9117 9094 9073 9042 internal_count=9195 9172 9138 9117 9094 9073 9042 is_linear=0 shrinkage=0.01 Tree=513 num_leaves=8 num_cat=0 split_feature=5 0 4 18 19 0 7 split_gain=352398 421303 275908 151602 239071 199217 108375 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 765.88 575.22000000000014 831.91125000000011 591.48000000000013 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=0.0061572513406560545 1.2411188274881115 1.1128572323743036 -1.1472856880369642 0.81111261533654255 -1.0675284412928989 -0.79959401099912586 -0.43512817335980281 leaf_weight=8986 23 34 21 23 21 31 56 leaf_count=8986 23 34 21 23 21 31 56 internal_value=0 0.00176146 -0.00237262 0.000264556 -0.00178619 0.000680532 0.00342423 internal_weight=0 9172 9138 9117 9094 9073 9042 internal_count=9195 9172 9138 9117 9094 9073 9042 is_linear=0 shrinkage=0.01 Tree=514 num_leaves=8 num_cat=0 split_feature=5 0 4 18 19 0 7 split_gain=345385 412919 270417 148585 234314 195252 106218 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 765.88 575.22000000000014 831.91125000000011 591.48000000000013 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=0.0060956783234645462 1.2287075540293817 1.1017286541882683 -1.1358128661201115 0.80300150000530734 -1.056853149050758 -0.79159808927966713 -0.43077689404998509 leaf_weight=8986 23 34 21 23 21 31 56 leaf_count=8986 23 34 21 23 21 31 56 internal_value=0 0.00174384 -0.0023489 0.00026191 -0.00176833 0.000673726 0.00338999 internal_weight=0 9172 9138 9117 9094 9073 9042 internal_count=9195 9172 9138 9117 9094 9073 9042 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=10 num_cat=2 split_feature=5 0 4 13 8 25 24 2 13 split_gain=205194 275991 268041 119823 136805 160680 578980 223069 82961.1 threshold=1341.6425000000002 1219.7885000000003 1374.9750000000004 488.75250000000005 1058.7500000000002 0 1 947.25000000000011 1058.7500000000002 decision_type=2 2 2 2 2 9 1 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=0.7496002818399401 0.97428290107033477 0.85783332925093803 -1.1525674953460694 -0.7311811055363836 -0.71510485172271732 0.004302544124982881 -0.021609139160443377 -0.83217784404754636 0.068208986163139348 leaf_weight=124 22 38 20 37 26 8549 362 32 20 leaf_count=124 22 38 20 37 26 8549 362 32 20 internal_value=0 0.00736584 0.00384155 0.00636922 0.00923434 0.0113114 0.186306 0.00118179 -0.450693 internal_weight=0 9208 9170 9150 9093 9067 486 8581 57 internal_count=9230 9208 9170 9150 9093 9067 486 8581 57 cat_boundaries=0 2 3 cat_threshold=17309824 16777217 19 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=15 num_cat=2 split_feature=7 4 2 5 0 4 7 25 24 6 3 6 7 7 split_gain=202768 1.95979e+06 445017 362828 324690 178179 160372 144878 583674 132090 106370 37852.1 27783.3 406.035 threshold=336.94125000000003 489.67750000000007 1164.4950000000001 1211.5375000000001 1219.7885000000003 967.31750000000011 595.50000000000011 0 1 144.56250000000003 593.34250000000009 394.95000000000005 458.03625000000005 947.25000000000011 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=2 6 3 4 5 7 9 8 -1 12 -9 13 -2 -8 right_child=1 -3 -4 -5 -6 -7 11 10 -10 -11 -12 -13 -14 -15 leaf_value=0.75556381343871126 0.32540165034207436 3.2088908313569569 -1.1384786942425895 -1.3376784381866456 1.0323735803173435 -0.7496370345161808 -0.60610718154907228 -0.0022715488236992147 -0.033589499644538605 -0.41811147646470503 0.49068743413144894 -0.1051536467075348 0.79774507808685302 -0.66982807159423829 leaf_weight=119 33 21 34 20 31 31 20 8448 347 22 44 20 20 20 leaf_count=119 33 21 34 20 31 31 20 8448 347 22 44 20 20 20 internal_value=0 0.367049 0.00343613 0.00773095 0.0107141 0.00719076 -0.0750154 0.00980983 0.179572 0.233263 0.00028231 -0.460363 0.503644 -0.637968 internal_weight=0 156 9074 9040 9020 8989 135 8958 466 75 8492 60 53 40 internal_count=9230 156 9074 9040 9020 8989 135 8958 466 75 8492 60 53 40 cat_boundaries=0 2 3 cat_threshold=17309824 16777217 19 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=12 num_cat=1 split_feature=5 0 2 3 2 3 3 26 25 2 3 split_gain=203360 264801 129707 207408 129828 139308 214866 258991 131514 59546.8 2113.08 threshold=1341.6425000000002 1219.7885000000003 569.59500000000014 66.112500000000011 457.74500000000006 644.32500000000016 346.12500000000006 2022.5000000000002 0 1060.8750000000002 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 9 5 6 8 -8 -1 -4 -7 right_child=-2 -3 3 -5 -6 10 7 -9 -10 -11 -12 leaf_value=0.21435510470061353 0.96978441065007992 0.84024688670509751 -0.47405014624962444 0.21873332390418421 0.61558512333461213 -0.55491568319259155 1.2396855994193785 0.071777653012956896 -0.0032408850021073683 -1.1155977000360904 -0.42841012032135672 leaf_weight=277 22 38 39 39 35 31 31 49 8623 23 23 leaf_count=277 22 38 39 39 35 31 31 49 8623 23 23 internal_value=0 0.00719935 0.00374725 -0.352635 0.00771622 0.00536118 0.00840632 0.524342 0.00376869 -0.712044 -0.501034 internal_weight=0 9208 9170 101 9069 9034 8980 80 8900 62 54 internal_count=9230 9208 9170 101 9069 9034 8980 80 8900 62 54 cat_boundaries=0 2 cat_threshold=16785536 16777217 is_linear=0 shrinkage=0.01 Tree=518 num_leaves=12 num_cat=1 split_feature=1 2 1 1 0 7 4 11 4 25 1 split_gain=199660 315919 178266 427937 257733 220304 1.3848e+06 239842 236188 186080 149875 threshold=1236.1260000000004 1164.4950000000001 497.97750000000002 458.28125000000006 164.55774000000002 319.12500000000006 383.62912500000004 86.350000000000023 1219.7885000000003 0 723.37500000000011 decision_type=2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 5 10 8 7 -7 9 -1 -4 right_child=-2 -3 4 -5 -6 6 -8 -9 -10 -11 -12 leaf_value=0.38133085849630927 0.77430131126852597 -0.98530011892318725 -0.5079502959000437 1.475483612060547 -1.3491383780603823 -0.19855575978755952 2.8408321685791016 0.89230794677734382 -1.0545455251421247 0.0016280442701107881 0.48899816322326656 leaf_weight=121 34 32 38 20 23 104 20 25 21 8767 25 leaf_count=121 34 32 38 20 23 104 20 25 21 8767 25 internal_value=0 0.00657302 0.0100366 0.0143294 -0.443109 0.0111032 0.392447 0.0128519 0.00472536 0.00722814 -0.112336 internal_weight=0 9196 9164 9078 86 9058 149 129 8909 8888 63 internal_count=9230 9196 9164 9078 86 9058 149 129 8909 8888 63 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=519 num_leaves=10 num_cat=2 split_feature=5 0 4 13 8 25 24 2 13 split_gain=199040 258828 263047 118031 135298 151757 557695 210376 81419.1 threshold=1341.6425000000002 1219.7885000000003 1374.9750000000004 488.75250000000005 1058.7500000000002 0 1 947.25000000000011 1058.7500000000002 decision_type=2 2 2 2 2 9 1 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=0.73392253142684261 0.95934862830422152 0.8306407863215397 -1.1419580316543578 -0.72536747184959627 -0.71136252219860363 0.0042279014438519284 -0.022893150872600975 -0.80810548365116119 0.066558716535568246 leaf_weight=124 22 38 20 37 26 8549 362 32 20 leaf_count=124 22 38 20 37 26 8549 362 32 20 internal_value=0 0.00704134 0.00362839 0.0061324 0.00897601 0.0110416 0.181108 0.00119718 -0.447499 internal_weight=0 9208 9170 9150 9093 9067 486 8581 57 internal_count=9230 9208 9170 9150 9093 9067 486 8581 57 cat_boundaries=0 2 3 cat_threshold=17309824 16777217 19 is_linear=0 shrinkage=0.01 Tree=520 num_leaves=15 num_cat=1 split_feature=1 13 4 5 4 25 1 3 1 0 0 26 6 13 split_gain=348032 174968 815301 302766 230516 189755 329170 1.64952e+06 269096 149519 128508 118444 40029.7 8161.61 threshold=660.10000000000002 485.55000000000001 43.440000000000005 1279.9550000000002 1295.4950000000001 0 259.87500000000006 259.87500000000006 184.72500000000005 254.41050000000004 470.16250000000008 2022.5000000000002 285.37500000000006 874.60000000000014 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 3 13 4 5 6 8 -8 -1 11 12 -2 -7 -3 right_child=9 2 -4 -5 -6 10 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.07912849640780753 0.20113318271636962 -0.12667141369410925 2.1983701086044314 -1.1936073076157343 -1.0138776751810854 -0.0090487268991543933 0.021903220938473213 3.2249060411453248 -1.0868740482330324 -1.1678701740503312 -0.74414818207422895 -0.72399004828545355 -0.28236913455857171 -0.40893517684936526 leaf_weight=1911 25 21 20 21 22 6963 82 20 20 32 24 31 54 20 leaf_count=1911 25 21 20 21 22 6963 82 20 20 32 24 31 54 20 internal_value=0 0.0093065 0.543092 0.00573505 0.00850398 0.0109828 0.0958254 0.649943 0.0670518 -0.622582 -0.0136312 -0.310989 -0.0111521 -0.264361 internal_weight=0 9178 61 9117 9096 9074 2033 102 1931 88 7041 56 7017 41 internal_count=9266 9178 61 9117 9096 9074 2033 102 1931 88 7041 56 7017 41 cat_boundaries=0 3 cat_threshold=19407232 83951617 528 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=12 num_cat=0 split_feature=1 19 12 13 5 0 2 2 3 10 1 split_gain=341106 175010 172523 314738 442968 232659 206520 156522 178933 44908.2 23583.1 threshold=660.10000000000002 366.90000000000003 465.34500000000008 548.95500000000004 1279.9550000000002 960.86250000000007 1120.4650000000004 557.67000000000019 73.320000000000007 42.190000000000005 1183.6900000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -4 -2 right_child=7 -3 9 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.0038936149321901837 -0.30018700371617857 0.69557554863594673 -0.29929756333188312 0.91831992274836494 -1.4802653303146363 0.78032038175142737 0.97396226449446244 0.0531381778717041 -1.6634660568237305 -0.83703811111450199 -0.7697083740234375 leaf_weight=8956 23 37 41 38 20 39 22 25 20 25 20 leaf_count=8956 23 37 41 38 20 39 22 25 20 25 20 internal_value=0 0.00921343 0.00643525 0.0101401 0.0063213 0.0096186 0.0062707 -0.616356 -0.882028 -0.502987 -0.518569 internal_weight=0 9178 9141 9075 9037 9017 8978 88 63 66 43 internal_count=9266 9178 9141 9075 9037 9017 8978 88 63 66 43 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=14 num_cat=0 split_feature=1 19 2 0 2 0 13 13 5 0 2 26 2 split_gain=334318 171527 153407 158959 151203 302231 227285 618744 282656 202051 144026 48432 11317.7 threshold=660.10000000000002 366.90000000000003 557.67000000000019 134.19600000000003 569.59500000000014 960.86250000000007 548.95500000000004 929.87500000000011 1211.5375000000001 649.85000000000014 1071.6575 2022.5000000000002 690.66750000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 5 6 8 -8 9 -1 12 -2 -6 right_child=2 -3 -4 -5 10 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.0086644997057241848 -0.16186697530746461 0.68861980025832725 0.052606743621826171 -1.5835823558625719 -0.52391341499660327 0.88877255757649731 2.013470184326172 -0.41679478471929382 -1.1843662500381471 -0.77526292656407214 0.1668785437222185 -0.84179743203249846 -0.80947211510794503 leaf_weight=8920 20 37 25 21 23 39 20 22 20 33 29 22 35 leaf_count=8920 20 37 25 21 23 39 20 22 20 33 29 22 35 internal_value=0 0.0091213 -0.610193 -0.873208 0.00637089 0.0103577 0.00655754 0.740474 0.00312229 0.00577501 -0.408529 -0.518021 -0.696233 internal_weight=0 9178 88 63 9141 9054 9015 42 8973 8953 87 42 58 internal_count=9266 9178 88 63 9141 9054 9015 42 8973 8953 87 42 58 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=13 num_cat=0 split_feature=1 19 12 4 5 1 12 2 3 26 10 1 split_gain=327665 168114 168770 225553 417008 239939 201559 150355 174297 49940.6 43727.5 23127.7 threshold=660.10000000000002 366.90000000000003 465.34500000000008 1341.6425000000002 1279.9550000000002 479.25000000000006 328.7625000000001 557.67000000000019 73.320000000000007 2022.5000000000002 42.190000000000005 1183.6900000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 -7 -4 -2 right_child=7 -3 10 -5 -6 9 -8 -9 -10 -11 -12 -13 leaf_value=0.0045152908033628007 -0.28949266309323518 0.68173362216433964 -0.29655029890013906 1.0707633543014528 -1.4347431831359865 1.0936760208823466 0.81225310479440993 0.052080681228637696 -1.6357243895530702 0.40323753833770754 -0.82717491226196294 -0.75445855236053461 leaf_weight=8962 23 37 41 20 20 22 31 25 20 20 25 20 leaf_count=8962 23 37 41 20 20 22 31 25 20 20 25 20 internal_value=0 0.00903008 0.00630718 0.00997156 0.00762856 0.0108214 0.00729966 -0.604091 -0.864476 0.764896 -0.497544 -0.505756 internal_weight=0 9178 9141 9075 9055 9035 8993 88 63 42 66 43 internal_count=9266 9178 9141 9075 9055 9035 8993 88 63 42 66 43 is_linear=0 shrinkage=0.01 Tree=524 num_leaves=11 num_cat=1 split_feature=9 7 4 5 2 3 25 10 7 26 split_gain=182900 344694 287025 214751 140502 171138 151275 229859 56770.3 36859.2 threshold=1219.7885000000003 1158.4775000000002 1265.0725000000002 1265.0725000000002 569.59500000000014 66.112500000000011 0 64.050000000000011 253.83750000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -6 right_child=-2 -3 -4 -5 5 -7 8 -9 -10 -11 leaf_value=0.058074129500873511 0.85735754737854009 -1.0352052783966064 1.0745034772157669 -1.0335410919189454 -0.41226443529129031 0.22388740837574006 -0.010458976144471117 0.4985698087572113 -0.30733783537607928 -0.88994192777361192 leaf_weight=1762 25 32 25 20 30 32 7113 127 65 35 leaf_count=1762 25 32 25 20 30 32 7113 127 65 35 internal_value=0 0.000864302 0.0044645 0.00155172 0.00381076 -0.374758 0.00786074 0.0872275 -0.0131291 -0.669475 internal_weight=0 9241 9209 9184 9164 97 9067 1889 7178 65 internal_count=9266 9241 9209 9184 9164 97 9067 1889 7178 65 cat_boundaries=0 3 cat_threshold=17310080 83951617 528 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=9 num_cat=0 split_feature=2 2 0 0 10 6 13 26 split_gain=252807 222897 155593 304591 145135 130186 163689 35005.2 threshold=1202.4650000000004 890.22500000000014 1265.0725000000002 806.46500000000003 1064.4750000000001 415.60849999999999 548.95500000000004 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=-0.0036379737894034108 -0.81637099843276173 0.94391747283935545 -0.75961577380145051 0.89405847950985562 0.808120025287975 -0.11567137264070057 0.6540885816122356 -0.4808466620445252 leaf_weight=8883 38 25 27 38 22 42 38 70 leaf_count=8883 38 25 27 38 22 42 38 70 internal_value=0 0.000969159 -0.00161568 0.000635065 -0.00311425 -0.00509003 -0.000836314 -0.343906 internal_weight=0 9145 9120 9093 9055 9033 8921 112 internal_count=9183 9145 9120 9093 9055 9033 8921 112 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=9 num_cat=1 split_feature=5 10 2 25 2 26 0 0 split_gain=566171 170288 210447 171256 209077 151908 131270 192908 threshold=1435.0600000000002 1211.5375000000001 1202.4650000000004 0 890.22500000000014 2022.5000000000002 1144.97 744.3325000000001 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 5 6 -1 7 -5 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.018988963990915018 1.6782922744750977 0.83517607053120924 -0.79354204346151924 -0.013495462545138542 0.96302120815623893 0.71640211299061773 -0.64257543159253672 0.76432564258575442 leaf_weight=61 20 24 34 8893 22 64 33 32 leaf_count=61 20 24 34 8893 22 64 33 32 internal_value=0 -0.00605734 -0.00826651 -0.00533412 -0.0106313 0.348208 -0.0130344 -0.0107066 internal_weight=0 9163 9139 9105 8980 125 8958 8925 internal_count=9183 9163 9139 9105 8980 125 8958 8925 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=527 num_leaves=9 num_cat=1 split_feature=5 10 2 2 25 26 0 0 split_gain=554904 166899 206333 178297 181672 149522 128658 189069 threshold=1435.0600000000002 1211.5375000000001 1164.4950000000001 890.22500000000014 0 2022.5000000000002 1144.97 744.3325000000001 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=0.031395140806833907 1.6615094289779664 0.82682426452636726 -0.77451657131740026 0.87410630267599365 -0.013360507110228334 0.72891879656958192 -0.63614969542532263 0.75668240964412692 leaf_weight=60 20 24 35 23 8893 63 33 32 leaf_count=60 20 24 35 23 8893 63 33 32 internal_value=0 -0.00599676 -0.00818384 -0.0052377 -0.00746487 0.359441 -0.0128896 -0.0105996 internal_weight=0 9163 9139 9104 9081 123 8958 8925 internal_count=9183 9163 9139 9104 9081 123 8958 8925 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=528 num_leaves=9 num_cat=1 split_feature=5 4 9 2 2 25 26 0 split_gain=543862 217385 199346 298089 195974 194457 169688 166734 threshold=1435.0600000000002 1341.6425000000002 1064.4750000000001 1202.4650000000004 890.22500000000014 0 2022.5000000000002 1144.97 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.031081186383962633 1.6448942794799806 -0.99878271016207609 0.83893146991729739 -0.98506661984228316 0.96211495036170591 -0.0080825559737051876 0.78007419945763756 -0.74274163153863726 leaf_weight=60 20 22 28 31 21 8909 61 31 leaf_count=60 20 22 28 31 21 8909 61 31 internal_value=0 -0.0059368 -0.00354728 -0.00613582 -0.00279439 -0.00503069 0.377476 -0.0106182 internal_weight=0 9163 9141 9113 9082 9061 121 8940 internal_count=9183 9163 9141 9113 9082 9061 121 8940 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=18 num_cat=4 split_feature=5 4 25 0 0 1 0 4 2 0 24 25 0 19 17 25 8 split_gain=533039 213059 148105 448233 463215 420450 721543 308510 483414 350794 297857 361889 205393 202301 173549 156242 133203 threshold=1435.0600000000002 1341.6425000000002 0 66.112500000000011 235.50000000000003 129.39000000000001 458.28125000000006 844.84875000000011 1013.1050000000001 1052.6300000000003 1 2 143.49000000000004 60.050000000000004 603.77750000000015 3 58.875000000000007 decision_type=2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 9 2 left_child=1 2 3 10 12 6 -6 8 9 14 11 -1 -5 15 -4 -12 -13 right_child=-2 -3 7 4 5 -7 -8 -9 -10 -11 13 16 -14 -15 -16 -17 -18 leaf_value=0.74697224903159443 1.6284454040527345 -0.98879489811983978 -0.019516709243484857 0.7588366483239567 -0.51822664890970505 -0.86961410794939309 1.732333425653392 1.1877190575713203 -1.4142745117187498 -1.1005329844156901 -0.34186503499084048 0.021856441097659666 1.9270885665328414 0.94249380028247831 0.91327485656738272 -0.019242431905267091 0.84700710217158004 leaf_weight=103 20 22 7368 34 28 28 29 21 25 30 170 286 27 20 20 931 21 leaf_count=103 20 22 7368 34 28 28 29 21 25 30 170 286 27 20 20 931 21 internal_value=0 -0.00587743 -0.0035118 0.081128 0.611027 0.13386 0.626795 -0.022607 -0.0260522 -0.0213736 0.0311254 0.258205 1.27593 -0.0537515 -0.0169916 -0.0723368 0.0758299 internal_weight=0 9163 9141 1677 146 85 57 7464 7443 7418 1531 410 61 1121 7388 1101 307 internal_count=9183 9163 9141 1677 146 85 57 7464 7443 7418 1531 410 61 1121 7388 1101 307 cat_boundaries=0 3 4 6 7 cat_threshold=268967936 218169344 201326608 2051 532480 67108864 532480 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=16 num_cat=1 split_feature=12 12 5 14 25 2 2 3 0 3 8 1 12 5 12 split_gain=252654 718454 257743 194323 169540 279695 769000 337598 218801 120262 96931.5 79278.4 46835.2 38668.7 4337.05 threshold=465.34500000000008 312.37500000000006 802.66250000000002 73.46250000000002 0 665.43750000000011 352.38000000000005 10.942500000000003 483.75000000000006 593.34250000000009 538.6450000000001 28.484500000000004 378.05000000000007 1211.5375000000001 747.7125000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 14 5 6 7 -1 9 10 -6 -10 -3 -4 -2 right_child=3 12 13 -5 8 -7 -8 -9 11 -11 -12 -13 -14 -15 -16 leaf_value=0.17461142577517494 -0.35841782433646069 1.6290332386710427 -0.39605955684626543 -1.4039728338377817 -0.011577023890639535 -0.75333445303780699 1.5707922579791094 -0.380826858244245 -0.33019553560199155 0.68520225515365596 0.56762105571812593 -1.1051752801374957 0.96040510320663464 -0.91770414543151857 -0.16680426173739965 leaf_weight=832 21 22 27 21 7919 35 37 126 33 25 29 22 20 30 27 leaf_count=832 21 22 27 21 7919 35 37 126 33 25 29 22 20 30 27 internal_value=0 0.00574091 -0.000271782 -0.601651 0.0039465 0.124082 0.156193 0.101558 -0.0116071 -0.00728551 -0.00946369 -0.640187 1.31064 -0.670609 -0.250635 internal_weight=0 9157 9115 69 9058 1030 995 958 8028 7973 7948 55 42 57 48 internal_count=9226 9157 9115 69 9058 1030 995 958 8028 7973 7948 55 42 57 48 cat_boundaries=0 3 cat_threshold=8576 0 67110912 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=16 num_cat=1 split_feature=4 19 25 1 6 4 14 12 3 8 5 1 4 14 8 split_gain=372678 230671 231038 296631 248426 215014 194619 235092 161503 108286 375267 117538 105643 51265.7 49945.7 threshold=1219.7885000000003 439.62000000000006 0 1183.6900000000003 175.23750000000004 589.71000000000015 52.345500000000008 312.37500000000006 593.34250000000009 226.95300000000003 43.440000000000005 144.56250000000003 199.12500000000003 451.12500000000006 52.345500000000008 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 9 11 -11 -4 14 -8 -6 right_child=-2 -3 5 -5 12 -7 13 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.17136598397987057 -1.1306522415424216 -0.81739789962768561 -0.0080150895692827004 1.3228180585588729 -0.38245881722523611 -0.90150648697106928 -0.86983397793769845 1.0713792775472006 0.79487342996597299 -0.033499546359567083 1.3013151551995958 -0.24295438601001756 0.22851279725199158 -0.15383316707611083 -0.96028768085298088 leaf_weight=891 29 34 7701 21 52 27 20 30 25 85 28 219 23 20 21 leaf_count=891 29 34 7701 21 52 27 20 30 25 85 28 219 23 20 21 internal_value=0 0.00475524 0.00780591 0.14461 0.122571 -0.0106005 0.171025 0.200682 -0.00762845 -0.010126 0.297251 -0.0145115 -0.36248 -0.511834 -0.548684 internal_weight=0 9197 9163 1078 1057 8085 961 921 8058 8033 113 7920 96 40 73 internal_count=9226 9197 9163 1078 1057 8085 961 921 8058 8033 113 7920 96 40 73 cat_boundaries=0 3 cat_threshold=8576 0 67110912 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=20 num_cat=2 split_feature=4 19 25 24 0 1 1 3 0 4 4 1 3 6 9 0 0 1 4 split_gain=365262 226081 226440 447755 754759 510086 511904 321047 279684 271392 210736 203024 158289 137423 105719 103447 207956 117342 31965.8 threshold=1219.7885000000003 439.62000000000006 0 1 210.75000000000003 98.63000000000001 184.72500000000005 10.942500000000003 525.67500000000007 166.11250000000004 589.71000000000015 51.82500000000001 593.34250000000009 39.961300000000001 344.82000000000005 232.70000000000002 209.55000000000004 258.76500000000004 2.9625000000000008 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 8 -7 13 14 -8 12 -6 15 -5 -1 16 -4 -17 -9 right_child=-2 -3 10 4 11 6 9 18 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 leaf_value=-0.10622715999793124 -1.1193457261447248 -0.80922392452464376 -0.0078832641976496736 0.35452322444903944 1.8940197700772967 2.0024187882741296 -0.24802833124648693 -0.71693057060241705 -1.2983616478876636 1.1619733982086182 -0.89249143116452079 0.7274313525053171 0.78692476654052745 -0.35819893606777847 -0.83391283307756692 -0.1536957046063277 0.88793012518149161 -0.94047505898909134 -0.21482390721638997 leaf_weight=405 29 34 7848 403 35 21 43 32 22 20 27 26 25 29 21 137 26 22 21 leaf_count=405 29 34 7848 403 35 21 43 32 22 20 27 26 25 29 21 137 26 22 21 internal_value=0 0.00470769 0.00772785 0.143164 0.342151 -0.0636035 0.650298 0.216561 -0.19888 0.199591 -0.0104945 1.39679 -0.00755216 0.306678 -0.142099 -0.0100247 -0.00492528 -0.262558 -0.517983 internal_weight=0 9197 9163 1078 546 532 84 485 448 63 8085 61 8058 432 426 8033 7874 159 53 internal_count=9226 9197 9163 1078 546 532 84 485 448 63 8085 61 8058 432 426 8033 7874 159 53 cat_boundaries=0 3 4 cat_threshold=8576 0 67110912 2992 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=20 num_cat=2 split_feature=4 19 25 24 0 1 1 3 0 4 4 7 1 3 8 7 0 8 4 split_gain=357993 221582 221934 438844 739739 499935 501718 314658 274118 265991 206542 200976 198984 155140 106370 174218 165940 106095 31329.7 threshold=1219.7885000000003 439.62000000000006 0 1 210.75000000000003 98.63000000000001 184.72500000000005 10.942500000000003 525.67500000000007 166.11250000000004 589.71000000000015 293.06250000000006 51.82500000000001 593.34250000000009 226.95300000000003 218.29500000000002 232.70000000000002 19.610625000000002 2.9625000000000008 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 8 -7 11 17 -8 13 -5 -6 14 16 -16 -4 -1 -9 right_child=-2 -3 10 4 12 6 9 18 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 leaf_value=-0.090580066879898377 -1.1081522553542564 -0.80113167987150302 -0.0079763108870567132 0.25485673897022748 1.8750795279911585 1.9823945935567222 -0.24554806443147884 -0.70976126909255988 -1.2853780041364107 1.1503536834716799 -0.8835665136354941 1.2578154127938408 0.72015702302639295 0.77905544071197508 0.06401065534069425 0.96298563825673078 -0.34712086139082099 -0.63780364207732365 -0.2126756645384289 leaf_weight=387 29 34 7773 411 35 21 43 32 22 20 27 21 26 25 84 29 147 39 21 leaf_count=387 29 34 7773 411 35 21 43 32 22 20 27 21 26 25 84 29 147 39 21 internal_value=0 0.00466061 0.00765057 0.141733 0.338729 -0.0629674 0.643795 0.214395 -0.196891 0.197595 -0.0103895 0.303612 1.38282 -0.00747664 -0.00992446 0.294721 -0.014271 -0.140678 -0.512803 internal_weight=0 9197 9163 1078 546 532 84 485 448 63 8085 432 61 8058 8033 113 7920 426 53 internal_count=9226 9197 9163 1078 546 532 84 485 448 63 8085 432 61 8058 8033 113 7920 426 53 cat_boundaries=0 3 4 cat_threshold=8576 0 67110912 2992 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=16 num_cat=1 split_feature=4 19 25 1 6 4 14 12 3 8 5 1 4 14 8 split_gain=350869 217172 217517 288677 240848 202472 191225 229882 152073 104291 366835 114003 100563 49852.5 48333.1 threshold=1219.7885000000003 439.62000000000006 0 1183.6900000000003 175.23750000000004 593.34250000000009 52.345500000000008 312.37500000000006 593.34250000000009 226.95300000000003 43.440000000000005 144.56250000000003 199.12500000000003 451.12500000000006 52.345500000000008 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 9 11 -11 -4 14 -8 -6 right_child=-2 -3 5 -5 12 -7 13 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.16666881485418841 -1.0970707354052314 -0.79312036486232984 -0.0077852896070875954 1.3025970776875815 -0.37719569976513201 -0.89133994097893054 -0.8636491297483444 1.0566537707646688 0.7712648939847947 -0.035239668874179612 1.2844934572492326 -0.23916418474558826 0.21756450715272324 -0.1575862147808075 -0.9456194795881 leaf_weight=891 29 34 7702 21 52 26 20 30 25 85 28 219 23 20 21 leaf_count=891 29 34 7702 21 52 26 20 30 25 85 28 219 23 20 21 internal_value=0 0.00461401 0.00757406 0.140315 0.118551 -0.0102856 0.166261 0.195659 -0.00745591 -0.00987912 0.291774 -0.0141825 -0.359044 -0.510618 -0.540715 internal_weight=0 9197 9163 1078 1057 8085 961 921 8059 8034 113 7921 96 40 73 internal_count=9226 9197 9163 1078 1057 8085 961 921 8059 8034 113 7921 96 40 73 cat_boundaries=0 3 cat_threshold=8576 0 67110912 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=16 num_cat=2 split_feature=4 0 25 12 4 5 1 1 1 25 4 9 7 26 12 split_gain=371159 353155 291198 158687 806995 191901 206224 478855 151717 97762.6 116735 73699.1 44845 13729.5 6610.55 threshold=1422.3575000000001 1219.7885000000003 0 312.37500000000006 14.655000000000003 177.05000000000004 438.04750000000007 497.97750000000002 272.25000000000006 1 210.75000000000003 135.16500000000002 67.800000000000011 2022.5000000000002 700.81750000000011 decision_type=2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 13 5 11 6 8 -8 -4 10 -7 14 -11 -1 -5 right_child=-2 -3 3 4 -6 9 7 -9 -10 12 -12 -13 -14 -15 -16 leaf_value=-0.39934761367738247 1.3290537443615142 0.9601417692084061 0.0030148018505503 -0.24655931917826335 1.8742861726548938 -0.74750722490946464 1.6830580409367881 0.089513645172119141 -0.45174356932575643 -0.1765887680626291 -0.0094275567531585686 0.36807848405838017 0.24228071182966232 -0.60814601159864856 -0.47189616058183753 leaf_weight=64 21 38 8516 30 27 75 24 88 74 127 30 20 32 62 23 leaf_count=64 21 38 8516 30 27 75 24 88 74 127 30 20 32 62 23 internal_value=0 -0.00190304 -0.00588016 0.00101508 0.397169 -0.00340219 0.0046559 0.430987 -0.000902791 -0.269014 -0.489964 -0.149162 -0.0868272 -0.465171 -0.344347 internal_weight=0 9230 9192 9066 100 8966 8702 112 8590 264 105 73 159 126 53 internal_count=9251 9230 9192 9066 100 8966 8702 112 8590 264 105 73 159 126 53 cat_boundaries=0 2 5 cat_threshold=16785408 2147483648 256 0 16 is_linear=0 shrinkage=0.01 Tree=536 num_leaves=14 num_cat=0 split_feature=4 0 12 4 5 5 1 1 0 6 7 9 12 split_gain=363773 346128 141995 814736 236593 110923 179591 493275 175948 219050 150273 76566.9 4788.92 threshold=1422.3575000000001 1219.7885000000003 312.37500000000006 14.655000000000003 1318.45 175.23750000000004 438.04750000000007 497.97750000000002 223.66250000000002 190.42000000000004 426.65000000000009 135.16500000000002 700.81750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 11 5 6 10 -8 9 -7 -1 12 -4 right_child=-2 -3 3 -5 -6 8 7 -9 -10 -11 -12 -13 -14 leaf_value=-0.0034157699912037462 1.315763211931501 0.95054038800691298 -0.27920579707983773 1.8555433329829465 -1.0702090681166876 -0.25704571603334442 1.6662274233500163 0.054590321425553208 -0.83233164750612698 0.5649797641038895 -0.50981354988227456 0.36439768409729006 -0.4671771984514983 leaf_weight=8644 21 38 33 27 21 171 24 91 39 40 59 20 23 leaf_count=8644 21 38 33 27 21 171 24 91 39 40 59 20 23 internal_value=0 -0.00188401 -0.00582136 0.363386 -0.0100054 -0.0075501 -0.00166112 0.390932 -0.215266 -0.101212 -0.00684878 -0.166723 -0.356408 internal_weight=0 9230 9192 103 9089 9068 8818 115 250 211 8703 76 56 internal_count=9251 9230 9192 103 9089 9068 8818 115 250 211 8703 76 56 is_linear=0 shrinkage=0.01 Tree=537 num_leaves=12 num_cat=0 split_feature=4 5 1 2 2 1 12 1 5 2 2 split_gain=356534 243431 349275 158164 449982 194157 788186 168273 109542 108594 56293.1 threshold=1422.3575000000001 1374.9750000000004 1236.1260000000004 569.59500000000014 438.71000000000009 41.469500000000004 312.37500000000006 43.440000000000005 904.12500000000011 1013.1050000000001 492.37500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 9 -1 -5 -6 right_child=-2 -3 -4 7 10 6 -8 -9 -10 -11 -12 leaf_value=-0.016829954667907848 1.3026055835542223 -1.0525152271444147 1.0435690385103227 -0.43047454398018969 0.68358303149541211 0.094634938267802421 1.8809823043529803 -0.93544720855919095 0.72411514061689375 0.44287559549013772 1.4019281711578371 leaf_weight=8496 21 22 32 35 24 494 26 37 20 24 20 leaf_count=8496 21 22 32 35 24 494 26 37 20 24 20 internal_value=0 -0.00186517 0.000645073 -0.00299198 0.00127696 -0.00363544 0.183952 -0.406762 -0.0150898 -0.0752135 1.0101 internal_weight=0 9230 9208 9176 9080 9036 520 96 8516 59 44 internal_count=9251 9230 9208 9176 9080 9036 520 96 8516 59 44 is_linear=0 shrinkage=0.01 Tree=538 num_leaves=13 num_cat=0 split_feature=4 0 12 4 5 14 11 9 14 9 11 12 split_gain=349439 337933 136089 796517 228772 159439 208324 161051 127607 74058 23186.2 4678.08 threshold=1422.3575000000001 1219.7885000000003 312.37500000000006 14.655000000000003 1318.45 460.42500000000007 460.42500000000007 411.81600000000003 715.87500000000011 135.16500000000002 765.88 700.81750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -7 11 -8 -4 right_child=-2 -3 3 -5 -6 8 10 -9 -10 -11 -12 -13 leaf_value=-0.0031026310728577595 1.2895794859386627 0.93923570231387488 -0.27868512095827042 1.8310909949408636 -1.0523658920469738 1.1789234790802001 -0.93180803117297939 -0.46241332958270975 0.12504768428979096 0.35390918588638309 -0.47681387126445773 -0.46446846464405889 leaf_weight=8899 21 38 33 27 21 20 21 77 27 20 24 23 leaf_count=8899 21 38 33 27 21 20 21 77 27 20 24 23 internal_value=0 -0.00184652 -0.00573698 0.355711 -0.00983305 -0.00741871 -0.0104454 -0.0070428 0.573505 -0.168437 -0.689144 -0.354989 internal_weight=0 9230 9192 103 9089 9068 9021 8976 47 76 45 56 internal_count=9251 9230 9192 103 9089 9068 9021 8976 47 76 45 56 is_linear=0 shrinkage=0.01 Tree=539 num_leaves=16 num_cat=3 split_feature=0 5 25 10 10 16 24 0 0 24 0 2 0 9 26 split_gain=330199 424064 263313 160584 722738 421114 330121 151021 224276 494360 134856 108166 162831 80007.4 9455.32 threshold=1165.3425000000004 1412.3803750000002 0 96.07050000000001 119.77250000000002 348.33000000000004 1 462.80000000000007 123.63250000000001 2 1587.2775000000001 47.808000000000007 744.3325000000001 487.50000000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 1 2 2 1 2 2 2 2 2 left_child=1 2 14 7 -5 6 -6 8 13 -10 -2 12 -9 -4 -1 right_child=10 -3 3 4 5 -7 -8 11 9 -11 -12 -13 -14 -15 -16 leaf_value=-0.39526492558419707 1.3942975317913553 1.4514930181503298 -0.014279009791507577 2.0211870275224961 0.34035752460479735 1.4836214677691459 -0.38091514256573461 -0.53369970659414923 0.75748798323564293 -0.085811106055123473 0.28591803414481026 -0.98513635953267409 0.50522852290760389 0.40850924868053862 -0.56926051343073614 leaf_weight=64 23 20 8372 21 115 20 119 48 111 165 21 24 22 45 61 leaf_count=64 23 20 8372 21 115 20 119 48 111 165 21 24 22 45 61 internal_value=0 -0.0030559 -0.00622244 0.000314849 0.238269 0.0908625 -0.0281768 -0.00713186 -0.00282087 0.277678 0.865298 -0.405807 -0.207179 -0.0120186 -0.444606 internal_weight=0 9207 9187 9062 275 254 234 8787 8693 276 44 94 70 8417 125 internal_count=9251 9207 9187 9062 275 254 234 8787 8693 276 44 94 70 8417 125 cat_boundaries=0 2 3 4 cat_threshold=16785408 2147483648 3604 2380 is_linear=0 shrinkage=0.01 Tree=540 num_leaves=9 num_cat=0 split_feature=5 1 8 8 0 2 2 8 split_gain=583318 174188 182933 142136 283791 160079 188148 78005.2 threshold=1435.0600000000002 1236.1260000000004 1236.1260000000004 515.18500000000006 1205.5225000000003 1374.9750000000004 569.59500000000014 715.87500000000011 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=-0.0010349210360948316 1.6657511920020693 0.69144881937238911 -0.85976031560897825 0.95132895096488623 -1.029884709958677 0.89052173733711248 -0.51426934056811857 0.17726779619852703 leaf_weight=8988 21 36 25 23 27 20 72 30 leaf_count=8988 21 36 25 23 27 20 72 30 internal_value=0 -0.00279026 -0.00551128 -0.00317982 -0.00618488 -0.00314084 -0.00511361 0.513181 internal_weight=0 9221 9185 9160 9107 9080 9060 53 internal_count=9242 9221 9185 9160 9107 9080 9060 53 is_linear=0 shrinkage=0.01 Tree=541 num_leaves=11 num_cat=2 split_feature=5 1 8 8 25 24 1 1 2 8 split_gain=571710 170722 179293 139307 108450 121381 97011 217995 93290.8 76452.9 threshold=1435.0600000000002 1236.1260000000004 1236.1260000000004 515.18500000000006 0 1 715.87500000000011 488.75250000000005 66.112500000000011 715.87500000000011 decision_type=2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 -7 -5 right_child=-2 -3 -4 9 6 8 -8 -9 -10 -11 leaf_value=-0.45121253519727478 1.6490936579023088 0.68453431394365094 -0.85116271886825556 0.94181566735972522 -0.00067838868938261332 -0.12755376845139724 -0.50348701765662751 0.70497729622504934 0.45500553339719774 0.17549515088399251 leaf_weight=104 21 36 25 23 8694 195 38 44 32 30 leaf_count=104 21 36 25 23 8694 195 38 44 32 30 internal_value=0 -0.00276235 -0.00545617 -0.00314802 -0.00612303 -0.181088 0.000681605 0.00287492 -0.043514 0.508049 internal_weight=0 9221 9185 9160 9107 331 8776 8738 227 53 internal_count=9242 9221 9185 9160 9107 331 8776 8738 227 53 cat_boundaries=0 3 4 cat_threshold=17301504 0 2048 1093 is_linear=0 shrinkage=0.01 Tree=542 num_leaves=17 num_cat=0 split_feature=7 7 7 7 7 0 2 2 26 1 0 26 2 14 2 2 split_gain=263120 653231 268153 196291 446014 135358 131002 160730 328722 214688 156162 103686 83315.5 109358 32529.3 19805 threshold=336.94125000000003 441.88278000000008 383.30250000000007 548.95500000000004 744.3325000000001 3.0600000000000005 569.59500000000014 437.62500000000006 2022.5000000000002 1272.8850000000002 1205.5225000000003 2022.5000000000002 365.16250000000008 460.42500000000007 1071.6575 1060.8750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 -2 -3 -5 -6 7 9 -9 10 12 15 13 -1 -13 -8 right_child=1 3 -4 4 5 -7 11 8 -10 -11 -12 14 -14 -15 -16 -17 leaf_value=-0.0060418269453892896 0.63643372344970706 -0.6225444782481474 2.2363233401558618 1.5745789542198183 -0.53327946954303318 0.47694716862269809 -0.22144875072297596 -0.18622041042034443 1.4746535301208497 0.95969334892604663 -0.78155936387869041 -0.47953229442719492 -0.52294515394395402 0.50544165804272612 -0.99681338930130015 0.2182490940093994 leaf_weight=8827 20 34 22 20 36 21 21 26 22 23 26 31 31 42 20 20 leaf_count=8827 20 34 22 20 36 21 21 26 22 23 26 31 31 42 20 20 internal_value=0 0.412227 1.47447 0.0102964 0.289733 -0.161091 -0.00594654 -0.00210747 0.575013 -0.00520299 -0.00768928 -0.381383 -0.00542853 -0.00361965 -0.682388 -0.006962 internal_weight=0 153 42 111 77 57 9089 8997 48 8949 8926 92 8900 8869 51 41 internal_count=9242 153 42 111 77 57 9089 8997 48 8949 8926 92 8900 8869 51 41 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=9 num_cat=0 split_feature=5 4 13 2 2 1 14 2 split_gain=559884 292328 136510 144208 193239 180574 141123 127873 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 1422.3575000000001 1013.1050000000001 1209.1250000000002 460.42500000000007 9.775500000000001 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=-0.0018582909952347352 1.631934588296073 -1.1812512234279087 -0.09401607200077601 0.83076193854922342 -0.89499582787354781 0.80531977789742615 0.54180689305067065 -1.0417264517148335 leaf_weight=9020 21 21 35 21 24 28 48 24 leaf_count=9020 21 21 35 21 24 28 48 24 internal_value=0 -0.00274789 -5.78257e-05 0.00303687 0.00113092 0.00349537 0.00101951 -0.479525 internal_weight=0 9221 9200 9141 9120 9096 9068 59 internal_count=9242 9221 9200 9141 9120 9096 9068 59 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=15 num_cat=2 split_feature=5 4 25 0 24 15 1 11 10 0 0 4 4 3 split_gain=548742 286511 136851 265453 236639 255432 397980 188039 217391 144424 119527 97228.1 165229 116807 threshold=1435.0600000000002 1374.9750000000004 0 1165.3425000000004 1 13.037000000000001 438.04750000000007 73.46250000000002 64.050000000000011 583.76964000000009 483.75000000000006 503.46500000000009 404.82250000000005 456.25000000000006 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 10 -9 11 -6 12 13 -4 right_child=-2 -3 9 -5 7 -7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=0.16707995520855762 1.6156153043111168 -1.1694386909121559 -0.013702808975295829 1.0258121779869342 -0.067362565495336757 -0.63697409449396913 1.2408546167114725 -0.046458102703094487 1.2304252040386201 -0.66040455681937071 -0.78296694993972782 -0.55806509895758194 0.89363937711715691 -0.5847408607270983 leaf_weight=838 21 21 7208 29 850 37 36 30 24 35 24 33 20 36 leaf_count=838 21 21 7208 29 850 37 36 30 24 35 24 33 20 36 internal_value=0 -0.00272041 -5.72482e-05 0.0761189 0.0615567 0.174936 0.211309 -0.0510799 0.521046 -0.0195421 -0.087013 -0.016495 -0.0140347 -0.0165407 internal_weight=0 9221 9200 1868 1839 911 874 928 54 7332 874 7297 7264 7244 internal_count=9242 9221 9200 1868 1839 911 874 928 54 7332 874 7297 7264 7244 cat_boundaries=0 3 4 cat_threshold=33563008 17104928 16 1613 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=10 num_cat=1 split_feature=4 5 0 2 2 2 2 25 2 split_gain=344228 482858 229847 228075 107953 358147 124941 111643 1444.92 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 569.59500000000014 492.37500000000006 844.84875000000011 0 660.10000000000002 decision_type=2 2 2 2 2 2 2 9 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=0.19009630978843312 1.2859651947021484 -1.5479061632156375 -1.0373815264020647 1.0509576161702474 -0.68536601066589353 1.3475329170227051 0.052641997964758616 0.0010140695061079963 -0.80413120651245129 leaf_weight=314 21 20 21 21 21 20 38 8642 20 leaf_count=314 21 20 21 21 21 20 38 8642 20 internal_value=0 0.00418643 0.00759874 0.0100166 0.0076025 0.0108418 -0.360442 0.00785674 -0.7433 internal_weight=0 9117 9097 9076 9055 8976 79 8956 41 internal_count=9138 9117 9097 9076 9055 8976 79 8956 41 cat_boundaries=0 2 cat_threshold=8320 67174400 is_linear=0 shrinkage=0.01 Tree=546 num_leaves=10 num_cat=0 split_feature=4 5 0 2 2 2 2 3 2 split_gain=337377 473250 225274 223535 105806 351018 122454 106967 1416.17 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 569.59500000000014 492.37500000000006 844.84875000000011 138.37500000000003 660.10000000000002 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=0.014389603791387613 1.2731055959065756 -1.5324271349906924 -1.0270077205839612 1.0404480507260276 -0.67851235117231101 1.334057586669922 0.05211558398447539 -0.17292969078226367 -0.79608990478515629 leaf_weight=8640 21 20 21 21 21 20 38 316 20 leaf_count=8640 21 20 21 21 21 20 38 316 20 internal_value=0 0.00414666 0.00752486 0.00991855 0.00752859 0.0107355 -0.356838 0.0077803 -0.735867 internal_weight=0 9117 9097 9076 9055 8976 79 8956 41 internal_count=9138 9117 9097 9076 9055 8976 79 8956 41 is_linear=0 shrinkage=0.01 Tree=547 num_leaves=11 num_cat=0 split_feature=4 5 0 2 8 19 0 8 8 0 split_gain=330663 463832 220791 219087 124459 144361 154024 119657 125290 63842.1 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 310.65000000000003 518.68250000000012 806.46500000000003 700.81750000000011 1058.7500000000002 173.32500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -6 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 -11 leaf_value=0.0072570745039635225 1.2603744797479539 -1.5171028339862824 -1.0167376836140951 1.0300435820079985 -0.3653690941674369 0.84032097816467288 0.59378761630588106 0.62674662192662556 -0.33564739627222862 -1.0060045623779297 leaf_weight=8844 21 20 21 21 70 21 45 24 31 20 leaf_count=8844 21 20 21 21 70 21 45 24 31 20 internal_value=0 0.00410519 0.00744961 0.00981937 0.0074533 0.0121828 0.0102263 -0.283166 0.0843064 -0.507733 internal_weight=0 9117 9097 9076 9055 8910 8889 145 55 90 internal_count=9138 9117 9097 9076 9055 8910 8889 145 55 90 is_linear=0 shrinkage=0.01 Tree=548 num_leaves=10 num_cat=0 split_feature=4 5 0 2 8 19 0 7 7 split_gain=324083 454602 216397 214727 121983 141488 150959 138610 85811.1 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 310.65000000000003 518.68250000000012 806.46500000000003 303.37500000000006 52.345500000000008 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=0.0071845045544658651 1.2477708108084542 -1.501931804060936 -1.0065702692667644 1.0197431382678803 -0.3180970477411546 0.83191779227483842 0.58784970537821457 0.22938738211607324 -1.0083713139658388 leaf_weight=8844 21 20 21 21 83 21 45 39 23 leaf_count=8844 21 20 21 21 83 21 45 39 23 internal_value=0 0.00406414 0.00737511 0.00972118 0.00737877 0.012061 0.0101241 -0.280334 -0.467874 internal_weight=0 9117 9097 9076 9055 8910 8889 145 106 internal_count=9138 9117 9097 9076 9055 8910 8889 145 106 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=9 num_cat=2 split_feature=4 5 0 0 1 25 24 1 split_gain=317634 445555 212091 164442 196284 111217 328696 89618.5 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1081.6425000000002 1341.6425000000002 0 1 216.15000000000003 decision_type=2 2 2 2 2 9 1 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.23116546085049564 1.2352930886404854 -1.4869124675989149 -0.99650459107898526 0.83628072659174613 -0.98213866710662845 -0.0070952030879946858 -0.014931972973422586 -0.30582580635360646 leaf_weight=806 21 20 21 24 20 6500 1624 102 leaf_count=806 21 20 21 24 20 6500 1624 102 internal_value=0 0.0040235 0.00730136 0.00962396 0.00743221 0.00962346 0.0673083 -0.0116928 internal_weight=0 9117 9097 9076 9052 9032 2430 6602 internal_count=9138 9117 9097 9076 9052 9032 2430 6602 cat_boundaries=0 3 4 cat_threshold=17310080 67371137 134217744 78 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=14 num_cat=1 split_feature=3 3 0 0 13 13 5 25 7 26 5 3 26 split_gain=156779 200012 1.38528e+06 729707 236226 318030 305441 130289 114192 102082 80922.1 27225.5 710.965 threshold=1219.7885000000003 488.75250000000005 143.49000000000004 1062.9250000000002 548.95500000000004 874.60000000000014 1211.5375000000001 0 595.50000000000011 2022.5000000000002 47.808000000000007 752.83000000000015 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 10 4 6 -6 7 12 -9 -5 11 -3 -1 right_child=-2 2 -4 9 5 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.337900084327249 -0.67772818060482254 -0.81336695766448974 2.6407242040742527 -1.8099105616978235 1.4846595909118654 -0.14471510565799217 -1.2040881377139261 0.010486109623125331 -0.45077846381951264 -0.82390294120425267 0.22657147991657259 -0.29158593034744262 -0.39020202420792488 leaf_weight=51 34 20 22 21 25 23 21 8792 54 21 20 20 53 leaf_count=51 34 20 22 21 25 23 21 8792 54 21 20 20 53 internal_value=0 0.00258762 0.494248 -0.00186179 0.00426216 0.703918 0.000518602 0.00334505 0.00766168 -1.31691 -0.292794 -0.552476 -0.332576 internal_weight=0 9143 82 9061 9019 48 8971 8950 8846 42 60 40 104 internal_count=9177 9143 82 9061 9019 48 8971 8950 8846 42 60 40 104 cat_boundaries=0 2 cat_threshold=16777344 2147483648 is_linear=0 shrinkage=0.01 Tree=551 num_leaves=9 num_cat=0 split_feature=14 13 5 13 4 9 1 7 split_gain=153743 270796 626890 331563 240343 222675 183972 126462 threshold=1064.4750000000001 548.95500000000004 1374.9750000000004 874.60000000000014 1374.9750000000004 1064.4750000000001 1318.45 595.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 right_child=-2 3 -4 -5 -6 -7 -8 -9 leaf_value=0.0073190648117035231 -0.87574191451072692 1.6179852062722913 -1.7277866756916047 -0.030292826982644887 -1.0189639638817829 0.96652382055918384 -0.83795395044180065 -0.48259815806487821 leaf_weight=8961 20 23 21 26 23 24 26 53 leaf_count=8961 20 23 21 26 23 24 26 53 internal_value=0 0.00197931 -0.00200939 0.743389 0.00197887 0.00456953 0.00201567 0.00443848 internal_weight=0 9157 9108 49 9087 9064 9040 9014 internal_count=9177 9157 9108 49 9087 9064 9040 9014 is_linear=0 shrinkage=0.01 Tree=552 num_leaves=13 num_cat=0 split_feature=12 12 10 13 5 13 4 5 4 26 8 3 split_gain=168634 299069 575021 267515 431832 266887 130638 184424 158699 376718 158956 57388.8 threshold=568.53250000000014 312.37500000000006 64.050000000000011 548.95500000000004 1211.5375000000001 195.67000000000004 489.67750000000007 217.52000000000004 344.21500000000003 2022.5000000000002 515.18500000000006 157.58975000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -2 8 11 10 -10 -1 -8 right_child=5 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 leaf_value=-0.0039437212418886912 -0.017921776771545411 -0.096322922273115688 1.9908334081823176 0.82533405689092787 -1.2229800826105579 -1.4737378644943238 -0.45835623773867668 0.37085861787199975 1.397386696073744 -0.15612733376992716 0.52129025738814783 -1.0999962954521179 leaf_weight=8788 34 33 22 39 29 20 46 24 27 37 58 20 leaf_count=8788 34 33 22 39 29 20 46 24 27 37 58 20 internal_value=0 0.00336378 0.73854 -0.00109528 -0.00466497 -0.557113 -0.000739285 -0.379819 0.0030898 0.499261 -0.000499953 -0.652793 internal_weight=0 9123 55 9068 9029 54 9000 90 8910 64 8846 66 internal_count=9177 9123 55 9068 9029 54 9000 90 8910 64 8846 66 is_linear=0 shrinkage=0.01 Tree=553 num_leaves=15 num_cat=0 split_feature=12 12 1 4 4 8 8 0 1 26 0 7 10 26 split_gain=165278 293117 1.14606e+06 252180 163216 170840 262142 221412 222360 195561 141070 88535.5 81113.1 26719.6 threshold=568.53250000000014 312.37500000000006 47.808000000000007 1265.0725000000002 489.67750000000007 515.18500000000006 721.76691000000005 1005.9575000000001 1236.1260000000004 2022.5000000000002 254.41050000000004 44.590000000000011 42.190000000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 -7 8 -1 -9 13 -8 -2 -6 right_child=12 2 -4 -5 10 6 11 9 -10 -11 -12 -13 -14 -15 leaf_value=0.0023056102467616337 -0.19169330103644008 -0.36004236848013743 2.6407481803894042 0.963911822990135 0.085099521577358242 1.4659539833068849 -0.38399355070931573 -0.090639618583347487 -1.0042935198003595 -1.4427020988464354 -1.1863577194213868 0.54567047023773196 -0.96896602897644046 -0.3707721161180072 leaf_weight=8839 29 35 20 27 20 20 21 23 22 20 20 20 25 36 leaf_count=8839 29 35 20 27 20 20 21 23 22 20 20 20 25 36 internal_value=0 0.00333014 0.731154 -0.00108432 -0.00396618 -5.41324e-05 0.527355 -0.00366733 -0.000193564 -0.719506 -0.465434 0.0695011 -0.551542 -0.207961 internal_weight=0 9123 55 9068 9041 8965 61 8904 8861 43 76 41 54 56 internal_count=9177 9123 55 9068 9041 8965 61 8904 8861 43 76 41 54 56 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=13 num_cat=0 split_feature=12 12 1 13 5 13 4 5 1 4 26 1 split_gain=161989 287284 1.12325e+06 262037 422428 260515 127400 175888 208619 169084 437938 188359 threshold=568.53250000000014 312.37500000000006 47.808000000000007 548.95500000000004 1211.5375000000001 195.67000000000004 486.41000000000003 217.52000000000004 10.942500000000003 344.21500000000003 2022.5000000000002 665.43750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 -2 9 8 -8 11 -11 -1 right_child=5 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 leaf_value=0.0034728124385383359 -0.013310899173512178 -0.35644194575718474 2.614340709686279 0.81685148642613348 -1.2095838088002697 -1.4516426587104798 -0.27411569779016537 0.36846039136250819 -1.4860770902633667 1.5798517604668936 -0.15461078347386542 -0.5368312619466048 leaf_weight=8781 34 35 20 39 29 20 49 24 20 24 37 65 leaf_count=8781 34 35 20 39 29 20 49 24 20 24 37 65 internal_value=0 0.00329684 0.723843 -0.00107348 -0.00460644 -0.546026 -0.000723732 -0.368926 -0.625409 0.00312076 0.527801 -0.000497317 internal_weight=0 9123 55 9068 9029 54 9000 93 69 8907 61 8846 internal_count=9177 9123 55 9068 9029 54 9000 93 69 8907 61 8846 is_linear=0 shrinkage=0.01 Tree=555 num_leaves=9 num_cat=0 split_feature=12 0 5 4 1 2 0 2 split_gain=221747 315819 301572 340796 215012 264998 129769 20418.4 threshold=1206.0675000000003 1219.7885000000003 1341.6425000000002 1341.6425000000002 1236.1260000000004 890.22500000000014 831.91125000000011 1164.4950000000001 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=0.004983244804141411 -0.97530882876852287 0.90579370156312611 1.1734131249514494 -1.2419187476418234 -0.94108102639516189 1.0103233580589295 -0.67684456825256345 0.58164394443035128 leaf_weight=9078 23 39 22 22 24 20 28 25 leaf_count=9078 23 39 22 22 24 20 28 25 internal_value=0 0.00780587 0.00400702 0.00120971 0.0041905 0.00666963 0.0028867 0.772168 internal_weight=0 9258 9219 9197 9175 9151 9106 45 internal_count=9281 9258 9219 9197 9175 9151 9106 45 is_linear=0 shrinkage=0.01 Tree=556 num_leaves=9 num_cat=0 split_feature=12 0 5 0 2 6 6 2 split_gain=217335 309535 295571 181224 156722 121597 156828 72120.6 threshold=1206.0675000000003 1219.7885000000003 1341.6425000000002 831.91125000000011 1332.8500000000001 438.71000000000009 280.87500000000006 108.69300000000001 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=0.0019826821086879423 -0.96555576531783394 0.89673574838882841 1.1616790216619319 -0.77475944137573238 0.86663027615774246 -0.47731303255732466 0.46736652808646634 0.12711986688467172 leaf_weight=8965 23 39 22 30 21 82 73 26 leaf_count=8965 23 39 22 30 21 82 73 26 internal_value=0 0.00772781 0.00396695 0.00119761 0.00373701 0.00175573 0.00574159 -0.331801 internal_weight=0 9258 9219 9197 9167 9146 9038 108 internal_count=9281 9258 9219 9197 9167 9146 9038 108 is_linear=0 shrinkage=0.01 Tree=557 num_leaves=9 num_cat=0 split_feature=11 2 3 3 13 5 4 3 split_gain=198927 239799 170811 372644 247470 409131 213342 69397.9 threshold=911.47500000000014 1374.9750000000004 1205.5225000000003 593.34250000000009 548.95500000000004 1265.0725000000002 1120.4650000000004 752.83000000000015 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=0.005540023669230793 -0.76976324133349183 1.0508147612485019 -0.77432336551802494 1.3485744056701661 0.78824151432514189 -1.4287361583709717 -0.95878627673439354 0.5650536493154672 leaf_weight=9069 33 22 28 20 40 20 23 26 leaf_count=9069 33 22 28 20 40 20 23 26 internal_value=0 0.00802823 0.00554164 0.00791566 0.00340312 -4.21788e-05 0.00310057 0.905715 internal_weight=0 9248 9226 9198 9152 9112 9092 46 internal_count=9281 9248 9226 9198 9152 9112 9092 46 is_linear=0 shrinkage=0.01 Tree=558 num_leaves=10 num_cat=0 split_feature=12 0 4 1 2 26 12 10 18 split_gain=212523 304014 203064 209783 194613 229786 155973 344923 194037 threshold=1206.0675000000003 1219.7885000000003 1265.0725000000002 1236.1260000000004 890.22500000000014 2022.5000000000002 312.37500000000006 117.08000000000003 593.64750000000015 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 leaf_value=-0.0011748423209821432 -0.95485492457514232 0.88863935617300183 0.82525528732935582 -0.93252371788024901 1.4587275066375733 0.0073932071526845305 0.0551951894266852 1.578122805595398 -0.96353484925769628 leaf_weight=9022 23 39 30 24 20 24 58 20 21 leaf_count=9022 23 39 30 24 20 24 58 20 21 internal_value=0 0.00759517 0.00386801 0.00118637 0.00363144 0.667091 0.000430887 0.445689 -0.00340967 internal_weight=0 9258 9219 9189 9165 44 9121 78 9043 internal_count=9281 9258 9219 9189 9165 44 9121 78 9043 is_linear=0 shrinkage=0.01 Tree=559 num_leaves=10 num_cat=0 split_feature=12 0 4 1 2 26 12 8 0 split_gain=208294 297964 199023 205609 190740 225213 152869 275444 121873 threshold=1206.0675000000003 1219.7885000000003 1265.0725000000002 1236.1260000000004 890.22500000000014 2022.5000000000002 312.37500000000006 37.14500000000001 831.91125000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 -8 -1 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 leaf_value=-0.0013296349637470705 -0.94530639731365695 0.879752919123723 0.81700275405248013 -0.92319849650065111 1.4441402626037598 0.0073192590475082402 0.045065896864290592 1.3326075021425883 -0.66209529876708983 leaf_weight=9015 23 39 30 24 20 24 54 24 28 leaf_count=9015 23 39 30 24 20 24 54 24 28 internal_value=0 0.00751922 0.00382933 0.0011745 0.00359512 0.66042 0.000426577 0.441233 -0.00337558 internal_weight=0 9258 9219 9189 9165 44 9121 78 9043 internal_count=9281 9258 9219 9189 9165 44 9121 78 9043 is_linear=0 shrinkage=0.01 Tree=560 num_leaves=18 num_cat=0 split_feature=17 4 1 1 5 0 3 1 17 8 10 1 18 0 17 1 17 split_gain=196324 307011 241097 808276 360380 202589 144976 168164 133226 129034 136579 76923.8 29381.8 15119 6104.57 2580.61 1507.72 threshold=40.213800000000006 1164.6975000000002 497.97750000000002 438.04750000000007 1211.5375000000001 173.32500000000002 98.25500000000001 1272.8850000000002 603.77750000000015 874.60000000000014 96.07050000000001 14.700000000000001 117.89750000000002 116.57500000000002 199.68750000000003 715.87500000000011 83.250000000000014 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 9 8 7 13 11 10 -1 12 14 15 16 -4 -2 right_child=5 -3 6 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.0042239690142108965 0.011791980743408204 0.91755845888240917 -0.48273603498935702 1.7710665944906381 -1.3355154104232787 -1.165872726202011 -1.1155254319997934 0.53878166770935065 0.50695947419042175 -0.66942603877612528 0.25711056624917678 -0.88983570313453675 -0.54490514028640025 -0.74205302619934088 -0.23258464080281557 -0.32578681063652043 -0.10106911103498062 leaf_weight=8608 20 37 22 26 20 25 26 20 23 28 219 20 21 20 32 20 29 leaf_count=8608 20 37 22 26 20 25 26 20 23 28 219 20 21 20 32 20 29 internal_value=0 0.00851263 0.00477918 0.0104775 0.00531976 -0.334496 -0.464861 -0.258553 -0.191155 0.00834819 0.0104981 -0.322767 -0.211577 -0.515758 -0.125159 -0.407998 -0.0550034 internal_weight=0 9046 9009 8901 8875 170 108 82 145 8855 8827 122 102 62 81 42 49 internal_count=9216 9046 9009 8901 8875 170 108 82 145 8855 8827 122 102 62 81 42 49 is_linear=0 shrinkage=0.01 Tree=561 num_leaves=17 num_cat=0 split_feature=17 4 1 1 5 0 2 0 17 8 16 8 16 17 1 17 split_gain=192417 300901 236300 792191 353208 198558 157070 193169 130575 126466 135630 76059.1 23217.7 8060.85 4016.07 644.694 threshold=40.213800000000006 1164.6975000000002 497.97750000000002 438.04750000000007 1211.5375000000001 173.32500000000002 74.355000000000004 129.39000000000001 603.77750000000015 874.60000000000014 458.03625000000005 92.100000000000023 108.49500000000002 112.80000000000003 844.84875000000011 239.70000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 8 7 14 11 10 -1 12 13 -2 -4 -15 right_child=5 -3 6 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 leaf_value=0.0079199478272145261 0.03472640263182776 0.90838291052225473 -0.63404138001528654 1.7533558376018819 -1.3221602702140809 -1.1542140194892883 -0.96746771515944063 0.59985739621249112 0.50188988229502807 -0.66273178407124111 0.63166509437561036 -0.79932218042130654 -0.45167769522666928 -0.14719139971810838 -0.44878715686798099 -0.2248218702673912 leaf_weight=8792 28 37 22 26 20 25 39 22 23 28 35 26 25 23 25 20 leaf_count=8792 28 37 22 26 20 25 39 22 23 28 35 26 25 23 25 20 internal_value=0 0.00842751 0.00473139 0.0103728 0.00526656 -0.331151 -0.460213 -0.173503 -0.189244 0.00826471 0.0103932 -0.31954 -0.189598 -0.0973169 -0.535502 -0.183299 internal_weight=0 9046 9009 8901 8875 170 108 69 145 8855 8827 122 96 71 47 43 internal_count=9216 9046 9009 8901 8875 170 108 69 145 8855 8827 122 96 71 47 43 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=14 num_cat=1 split_feature=13 5 17 0 16 13 17 24 18 0 8 16 13 split_gain=189740 292940 140879 129966 122688 105394 84239.5 82991.4 143083 90629.1 32706 25626.7 2.6941 threshold=1064.4750000000001 1341.6425000000002 40.213800000000006 173.32500000000002 466.8300000000001 426.87000000000006 603.77750000000015 0 278.73534000000006 83.65000000000002 92.100000000000023 108.49500000000002 591.49000000000012 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 4 6 5 7 10 9 -9 -1 11 -4 -7 right_child=-2 -3 3 -5 -6 12 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.030159751690652659 -0.97081219649314876 1.1314069405845975 -0.096343736044118097 -0.97003547926743827 0.62477822244167325 -0.50386946814400813 0.42740282344818115 0.027242967160280421 -0.74627242406209304 -0.30219624537688033 -0.6039240741743318 -0.48041989243548849 -0.49874116134643559 leaf_weight=2113 20 23 71 24 32 21 20 6671 24 130 24 23 20 leaf_count=2113 20 23 71 24 32 21 20 6671 24 130 24 23 20 internal_value=0 0.00425798 0.00143181 -0.290846 0.00668639 0.00448359 -0.172726 0.00680401 0.0244336 -0.0457226 -0.274443 -0.19032 -0.501368 internal_weight=0 9196 9173 162 9011 8979 138 8938 6695 2243 118 94 41 internal_count=9216 9196 9173 162 9011 8979 138 8938 6695 2243 118 94 41 cat_boundaries=0 1 cat_threshold=416 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=13 num_cat=0 split_feature=13 4 1 1 2 10 12 1 0 0 3 1 split_gain=185964 279223 251328 593937 208417 172047 142943 1.10323e+06 157467 138374 75945.2 7814.38 threshold=1064.4750000000001 1164.6975000000002 497.97750000000002 438.04750000000007 50.217500000000008 1058.7500000000002 312.37500000000006 9.775500000000001 486.41000000000003 129.39000000000001 67.800000000000011 904.12500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 -8 -1 11 -6 -4 right_child=-2 -3 4 -5 10 -7 7 -9 -10 -11 -12 -13 leaf_value=0.00068135509878900337 -0.9611040663719177 0.88318235363811259 -0.33499883286158244 1.4608982494899205 -1.4697329215034842 0.92866196060180672 -0.32499624252319337 2.2696432727316149 -0.41296561351386452 0.48224160552024842 -0.61830383387478915 -0.58651276270548502 leaf_weight=8822 20 36 30 28 20 20 57 23 93 24 22 21 leaf_count=8822 20 36 30 28 20 20 57 23 93 24 22 21 internal_value=0 0.0042154 0.000760943 0.00671907 -0.459746 0.00220248 0.000142537 0.420963 -0.00363375 -0.143906 -1.02375 -0.438563 internal_weight=0 9196 9160 9043 117 9015 8995 80 8915 75 42 51 internal_count=9216 9196 9160 9043 117 9015 8995 80 8915 75 42 51 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=18 num_cat=1 split_feature=17 5 0 17 16 13 25 10 8 2 10 0 8 16 12 17 17 split_gain=184555 203036 191264 125815 104093 106876 114819 160556 451009 233939 153273 125778 73279.5 22204.4 14611 7873.83 624.035 threshold=40.213800000000006 1374.9750000000004 173.32500000000002 603.77750000000015 466.8300000000001 426.87000000000006 0 166.11250000000004 92.100000000000023 665.43750000000011 575.22000000000014 486.41000000000003 92.100000000000023 108.49500000000002 52.910000000000004 112.80000000000003 239.70000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 12 5 6 7 9 -9 -1 11 -8 13 15 -7 -2 -17 right_child=2 -3 -4 -5 -6 14 10 8 -10 -11 -12 -13 -14 -15 -16 16 -18 leaf_value=0.064494433188079542 0.035335759733404436 1.0146809959411622 -1.1321397987365722 0.49336131904436192 0.56661123044563066 -0.30928175866603852 -0.0089727243301712684 0.053538922569968492 1.8071242656707764 -0.69760158631859759 -0.84847816705703738 -0.57857883380009578 -0.78389099226548131 -0.44170895221233364 -0.64874593655268353 -0.14462126073629961 -0.22099775624275209 leaf_weight=2292 28 20 25 23 33 32 6471 55 20 41 22 39 26 25 21 23 20 leaf_count=2292 28 20 25 23 33 32 6471 55 20 41 22 39 26 25 21 23 20 internal_value=0 0.00823394 -0.324335 -0.185058 0.00600383 0.00394667 0.00660102 0.0654701 0.521162 0.0511014 -0.0151779 -0.0123851 -0.312957 -0.185412 -0.443786 -0.0951668 -0.180145 internal_weight=0 9046 170 145 9026 8993 8940 2408 75 2333 6532 6510 122 96 53 71 43 internal_count=9216 9046 170 145 9026 8993 8940 2408 75 2333 6532 6510 122 96 53 71 43 cat_boundaries=0 3 cat_threshold=2264932736 67436674 528 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=13 num_cat=2 split_feature=0 4 5 25 24 5 3 8 4 6 10 9 split_gain=346042 269435 231971 122084 333608 231477 201809 200406 131772 240697 103486 63981.2 threshold=1335.1525000000004 1265.0725000000002 1279.9550000000002 0 1 154.27494000000004 593.34250000000009 92.100000000000023 449.64000000000004 325.97500000000008 523.74000000000012 422.52500000000009 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 10 -1 9 -6 11 -5 right_child=-2 -3 -4 6 8 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.51968944082657498 -1.0669426231384278 0.93951188133608909 -0.99735313063082487 -0.0033832179126613553 0.0071824639362354217 -0.59168686659439751 0.84283253060919905 -0.45031968655793564 0.5995121425932104 -0.7148817083358765 -0.6038952863627467 -0.38149470784929068 leaf_weight=288 30 31 23 8121 602 23 28 23 33 50 29 45 leaf_count=288 30 31 23 8121 602 23 28 23 33 50 29 45 internal_value=0 0.00878849 0.00567436 0.00817053 0.110853 0.36542 -0.00468311 0.447952 -0.0167429 -0.0481906 -0.00758454 -0.00546686 internal_weight=0 9296 9265 9242 1019 334 8223 311 685 652 8195 8166 internal_count=9326 9296 9265 9242 1019 334 8223 311 685 652 8195 8166 cat_boundaries=0 2 3 cat_threshold=16785792 65536 77 is_linear=0 shrinkage=0.01 Tree=566 num_leaves=8 num_cat=1 split_feature=1 1 7 4 5 10 25 split_gain=311824 349921 253839 279501 271852 185880 155923 threshold=1422.3575000000001 1094.8600000000004 1323.6000000000001 1265.0725000000002 1279.9550000000002 1064.4750000000001 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.34746080111001282 -1.211906720116025 1.2139419142405192 -1.0932876768566313 1.063323521757126 -1.1319452494666691 0.92521684473211108 -2.3927778586484357e-05 leaf_weight=121 21 24 21 25 21 22 9071 leaf_count=121 21 24 21 25 21 22 9071 internal_value=0 0.00802178 0.00490336 0.00739385 0.00453535 0.00712555 0.00492821 internal_weight=0 9305 9281 9260 9235 9214 9192 internal_count=9326 9305 9281 9260 9235 9214 9192 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=567 num_leaves=11 num_cat=0 split_feature=0 4 10 7 13 13 13 7 10 12 split_gain=338560 259588 188915 204028 119542 273401 202459 124958 50992.4 30671.3 threshold=1335.1525000000004 1265.0725000000002 1211.5375000000001 806.46500000000003 218.29500000000002 112.80000000000003 166.40250000000003 548.95500000000004 174.37500000000003 52.910000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=0.0041416159966516505 -1.0553883806864421 0.92220739467490109 0.95298602512904584 -0.73765323099252345 -0.28035366526094535 1.2421521555992865 0.11671694119771323 0.77642708256131132 0.075437522464328347 -0.65744101082577433 leaf_weight=9002 30 31 21 37 59 31 33 21 27 34 leaf_count=9002 30 31 21 37 59 31 33 21 27 34 internal_value=0 0.00864857 0.00559187 0.00343963 0.00641785 0.0105586 0.66185 0.00593902 -0.307142 -0.418214 internal_weight=0 9296 9265 9244 9207 9087 64 9023 120 93 internal_count=9326 9296 9265 9244 9207 9087 64 9023 120 93 is_linear=0 shrinkage=0.01 Tree=568 num_leaves=15 num_cat=1 split_feature=0 4 5 25 1 2 1 7 2 1 1 0 0 3 split_gain=331822 254423 222603 119800 164504 447160 363715 110742 102680 81353 276941 257658 114456 65758.2 threshold=1335.1525000000004 1265.0725000000002 1279.9550000000002 0 50.217500000000008 515.86500000000012 100.46247000000001 441.88278000000008 460.05000000000007 84.744000000000014 68.280000000000015 308.62500000000006 453.00000000000006 21.802500000000006 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 10 12 13 -5 -11 right_child=-2 -3 -4 9 5 -7 -8 -9 -10 11 -12 -13 -14 -15 leaf_value=0.049355146435883221 -1.0448345197041831 0.91298525494913907 -0.97702945501908023 -0.007569998747428414 1.7858860712051392 -1.0275132678803944 0.3570008552403538 -0.47602258226810357 0.59142155594295931 -0.14622585814347308 1.1454404208773659 -1.1213562657282903 0.50396933696486734 0.28466128758021764 leaf_weight=1192 30 31 23 7412 20 21 163 39 36 226 21 26 44 42 leaf_count=1192 30 31 23 7412 20 21 163 39 36 226 21 26 44 42 internal_value=0 0.00856208 0.00553595 0.0079812 0.0904043 0.354564 0.513163 0.0485853 0.0652463 -0.00772734 -0.00132138 -0.170907 -0.00455126 -0.0786988 internal_weight=0 9296 9265 9242 1471 204 183 1267 1228 7771 7477 294 7456 268 internal_count=9326 9296 9265 9242 1471 204 183 1267 1228 7771 7477 294 7456 268 cat_boundaries=0 3 cat_threshold=16785792 2147549184 16 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=13 num_cat=0 split_feature=0 7 7 13 1 12 0 12 14 8 11 7 split_gain=325219 206586 235901 837485 444253 98403.8 136762 133601 139470 53348.3 19611.7 3341.07 threshold=1335.1525000000004 1323.6000000000001 352.38000000000005 1.7878000000000001 31.849500000000003 486.41000000000003 767.58750000000009 366.58182000000005 460.42500000000007 57.780000000000008 42.494000000000007 497.97750000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 9 6 7 8 -1 11 -7 -4 right_child=-2 -3 3 -5 -6 10 -8 -9 -10 -11 -12 -13 leaf_value=0.00065984025010240588 -1.0343861516316732 -0.98224016053336005 -0.59297714775258847 2.2658335245223276 1.3088260589946401 -0.23581126717158726 0.60638814148149989 0.82162560367584236 0.56504183910109784 0.066186150550842288 -0.59451619960643631 -0.4269621609316932 leaf_weight=8994 30 21 22 21 22 35 38 20 44 25 27 27 leaf_count=8994 30 21 22 21 22 35 38 20 44 25 27 27 internal_value=0 0.00847646 0.0107196 0.456905 0.0612016 0.00501926 0.00772556 0.00521406 0.00340744 -0.309714 -0.392021 -0.5015 internal_weight=0 9296 9275 117 96 9158 9096 9058 9038 74 62 49 internal_count=9326 9296 9275 117 96 9158 9096 9058 9038 74 62 49 is_linear=0 shrinkage=0.01 Tree=570 num_leaves=12 num_cat=1 split_feature=0 0 7 7 4 0 25 0 8 0 6 split_gain=302006 257848 227067 1.39994e+06 272725 143457 97673.4 90980.1 61967 10178.4 5453.12 threshold=1295.4950000000001 806.46500000000003 441.88278000000008 374.25000000000006 1341.6425000000002 603.77750000000015 0 52.300500000000007 21.101500000000005 1052.6300000000003 62.300000000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -3 -4 right_child=-2 9 7 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.058143542989173382 -0.96659624814987188 0.63565742368283484 -0.430786305104985 2.5279081517999824 -1.1641847934722902 -0.73687326339574966 -0.014244522807016135 -1.0252768429842862 0.044415403008461002 0.94411510848999036 -0.63573957369441081 leaf_weight=2628 32 23 34 22 20 26 6345 22 32 20 21 leaf_count=2628 32 23 34 22 20 26 6345 22 32 20 21 internal_value=0 0.00657029 0.0029397 0.0084095 0.0022637 0.0048561 0.00700532 -0.450753 -0.305471 0.779126 -0.509041 internal_weight=0 9193 9150 9041 9019 8999 8973 109 87 43 55 internal_count=9225 9193 9150 9041 9019 8999 8973 109 87 43 55 cat_boundaries=0 3 cat_threshold=117989760 2164588579 35344 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=18 num_cat=3 split_feature=2 4 26 25 24 3 26 10 24 7 3 26 6 10 8 26 7 split_gain=328762 264380 262855 170687 936033 285535 257552 253282 141916 139591 128280 261900 127099 114625 101173 29774.4 3638.55 threshold=1164.4950000000001 1530.8125000000002 2022.5000000000002 0 1 368.63682000000006 2022.5000000000002 96.07050000000001 2 441.88278000000008 593.34250000000009 2022.5000000000002 422.52500000000009 491.05000000000013 21.101500000000005 2022.5000000000002 648.00000000000011 decision_type=2 2 2 9 1 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 7 -1 8 -6 10 12 -12 13 -5 16 -14 -11 right_child=2 -3 -4 9 5 -7 -8 -9 -10 14 11 -13 15 -15 -16 -17 -18 leaf_value=0.54689347252013198 -0.069844324111938486 1.1556388931274415 -1.6717061089901697 -0.0042276331414958877 -0.30916622920002013 -1.1179927470286688 1.4704012693207842 1.048119442246177 0.092935829412393062 -0.74667138708048852 1.185192940235138 -0.17237850801150004 -0.14205369234085083 0.57757749038584094 0.053837336858113607 -0.59261660640889946 -0.58204788367748261 leaf_weight=63 20 20 21 8396 129 24 58 22 231 29 27 30 22 34 30 44 25 leaf_count=63 20 20 21 8396 129 24 58 22 231 29 27 30 22 34 30 44 25 internal_value=0 0.00715178 -0.89031 0.00464527 0.177631 -0.0585331 0.914027 0.00649753 -0.0571571 -0.00610831 -0.0021313 0.470682 -0.00530342 -0.00188109 -0.41178 -0.442429 -0.670457 internal_weight=0 9184 41 9164 527 406 121 382 360 8637 8553 57 8496 8430 84 66 54 internal_count=9225 9184 41 9164 527 406 121 382 360 8637 8553 57 8496 8430 84 66 54 cat_boundaries=0 2 3 4 cat_threshold=532608 16842753 529 98 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=13 num_cat=2 split_feature=2 0 4 5 25 24 0 26 10 19 1 0 split_gain=322218 407479 259120 379512 188291 883696 407211 252426 211839 150056 105985 121322 threshold=1164.4950000000001 52.300500000000007 1530.8125000000002 1279.9550000000002 0 1 417.90600000000001 2022.5000000000002 96.07050000000001 439.62000000000006 1209.1250000000002 1052.6300000000003 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 8 -1 -7 10 11 -6 right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11 -12 -13 leaf_value=0.54142454283578056 0.091488584138098225 -1.9029473810195925 1.1440824356079102 -1.3381828893933976 -0.0013217593910145159 -0.18344669633581812 1.2486708616173787 1.4556972000516695 0.78737902859846753 -0.84787642161051435 0.72557981109619141 -0.74488267898559568 leaf_weight=63 21 20 20 21 8558 354 23 58 24 21 20 22 leaf_count=63 21 20 20 21 8558 354 23 58 24 21 20 22 internal_value=0 -0.881407 0.00707791 0.00459645 0.0076806 0.190257 -0.0421499 0.904887 -0.121807 -0.00359088 -0.00153342 -0.00322833 internal_weight=0 41 9184 9164 9143 522 401 121 378 8621 8600 8580 internal_count=9225 41 9184 9164 9143 522 401 121 378 8621 8600 8580 cat_boundaries=0 2 3 cat_threshold=532608 16842753 529 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=12 num_cat=3 split_feature=2 0 4 5 0 25 24 25 26 0 7 split_gain=315806 399371 253964 371959 186379 127525 644592 275261 205143 163913 161511 threshold=1164.4950000000001 52.300500000000007 1530.8125000000002 1279.9550000000002 1219.7885000000003 0 1 2 2022.5000000000002 866.75000000000011 441.88278000000008 decision_type=2 2 2 2 2 9 1 9 2 2 2 left_child=2 -2 3 4 5 6 8 -8 -1 10 -7 right_child=1 -3 -4 -5 -6 9 7 -9 -10 -11 -12 leaf_value=0.39304989413211217 0.090573708585330426 -1.8839179162979127 1.1326416091918945 -1.3248010408310662 0.82222155434744693 0.0013470681912815254 -0.37630587171191821 0.12889213533326985 1.1461998112996419 -0.86703119451349442 -0.46788387051305258 leaf_weight=76 21 20 20 21 28 8411 153 310 69 22 74 leaf_count=76 21 20 20 21 28 8411 153 310 69 22 74 internal_value=0 -0.872593 0.00700713 0.00455049 0.0076038 0.0051014 0.143798 -0.0424786 0.702965 -0.00497451 -0.00274522 internal_weight=0 41 9184 9164 9143 9115 608 463 145 8507 8485 internal_count=9225 41 9184 9164 9143 9115 608 463 145 8507 8485 cat_boundaries=0 2 3 5 cat_threshold=17309824 17104897 529 8320 1 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=12 num_cat=0 split_feature=2 0 1 1 5 5 0 1 7 26 1 split_gain=309519 391423 166233 161541 211464 205185 190368 134348 134500 127285 22995.8 threshold=1164.4950000000001 52.300500000000007 1058.7500000000002 497.97750000000002 84.744000000000014 1318.45 806.46500000000003 449.26500000000004 441.88278000000008 2022.5000000000002 802.66250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 10 6 7 8 -1 -8 -5 right_child=1 -3 -4 4 -6 -7 9 -9 -10 -11 -12 leaf_value=0.0045965713314320266 0.089667988022168479 -1.8650787286758423 0.66696949657640958 0.029803569100119848 -1.3366055641621353 1.0198269309997559 0.017952409925914944 0.82106261634826672 -0.36980221782839789 1.0330399462381998 -0.37701374610265098 leaf_weight=8881 21 20 38 33 20 20 21 20 97 30 24 leaf_count=8881 21 20 38 33 20 20 21 20 97 30 24 internal_value=0 -0.863867 0.00693437 0.00419204 -0.451908 0.00806454 0.00582836 0.00237526 0.000551496 0.615063 -0.141488 internal_weight=0 41 9184 9146 77 9069 9049 8998 8978 51 57 internal_count=9225 41 9184 9146 77 9069 9049 8998 8978 51 57 is_linear=0 shrinkage=0.01 Tree=575 num_leaves=10 num_cat=1 split_feature=25 12 5 0 4 1 1 3 26 split_gain=225546 173404 399491 251863 213762 175657 276913 125269 21162.2 threshold=0 1206.0675000000003 1341.6425000000002 1219.7885000000003 1341.6425000000002 736.8325000000001 438.04750000000007 262.50000000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 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=-0.33354742719772013 0.0053114841679653873 -0.877898171598261 1.3272355929664943 0.86671581885393933 -1.0033276094709125 -0.1916720411664731 0.62797710423668229 -1.1586702446710495 -0.62374632694103105 leaf_weight=47 8899 22 23 34 21 37 72 21 54 leaf_count=47 8899 22 23 34 21 37 72 21 54 internal_value=0 0.00882683 0.0109786 0.00764595 0.0044185 0.00676236 0.0103089 -0.541792 -0.444676 internal_weight=0 9129 9107 9084 9050 9029 8971 58 101 internal_count=9230 9129 9107 9084 9050 9029 8971 58 101 cat_boundaries=0 2 cat_threshold=8192 2147483648 is_linear=0 shrinkage=0.01 Tree=576 num_leaves=10 num_cat=0 split_feature=0 7 5 2 4 3 3 1 4 split_gain=192960 210500 339082 210365 203676 141205 220707 105078 45445.3 threshold=1219.7885000000003 1323.6000000000001 1341.6425000000002 1120.4650000000004 1341.6425000000002 644.32500000000016 497.97750000000002 228.76800000000003 143.49000000000004 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=0.00014451361817290824 0.1938121795654297 -0.95516880387845249 1.3033596291542053 0.83586905397971478 -1.0109350023269652 -0.28251945920106841 1.0029723670265891 1.2066101264953613 -0.85457575548262821 leaf_weight=9012 21 23 20 30 20 41 22 20 21 leaf_count=9012 21 23 20 30 20 41 22 20 21 internal_value=0 0.000304064 0.00270161 -0.000142605 -0.00289385 -0.000677401 0.00258664 0.68786 -0.47628 internal_weight=0 9189 9166 9146 9116 9096 9034 41 62 internal_count=9230 9189 9166 9146 9116 9096 9034 41 62 is_linear=0 shrinkage=0.01 Tree=577 num_leaves=10 num_cat=1 split_feature=25 2 5 4 1 3 1 3 26 split_gain=221190 279854 270673 208438 125793 125416 747912 79497.9 20789.9 threshold=0 1422.3575000000001 1341.6425000000002 1120.4650000000004 1318.45 346.12500000000006 378.05000000000007 153.20400000000004 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 -1 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.33021340349887285 0.0076353463636537715 1.1903275718688966 1.089574114550715 -0.81520978835321245 -0.74906417586586704 0.0053614658467909873 2.0953516826629639 -0.20584497246849404 -0.61784805262530296 leaf_weight=47 8716 20 23 31 22 119 20 178 54 leaf_count=47 8716 20 23 31 22 119 20 178 54 internal_value=0 0.00870666 0.00612181 0.0033792 0.00618166 0.00802107 0.306079 0.00336286 -0.440395 internal_weight=0 9129 9109 9086 9055 9033 139 8894 101 internal_count=9230 9129 9109 9086 9055 9033 139 8894 101 cat_boundaries=0 2 cat_threshold=8192 2147483648 is_linear=0 shrinkage=0.01 Tree=578 num_leaves=12 num_cat=2 split_feature=25 2 5 4 0 24 2 0 7 7 26 split_gain=216788 274285 265287 204291 149134 1.06723e+06 629853 281843 97061.2 156374 20376.2 threshold=0 1422.3575000000001 1341.6425000000002 1120.4650000000004 223.66250000000002 1 308.62500000000006 866.75000000000011 664.68750000000011 525.67500000000007 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 left_child=10 2 3 4 8 7 -7 -6 9 -2 -1 right_child=1 -3 -4 -5 5 6 -8 -9 -10 -11 -12 leaf_value=-0.32691126681388694 -0.0011819758532290487 1.1784243278503419 1.0786783817540044 -0.80705772284538513 -0.33042988782837279 0.46049833339193591 2.1109535517515958 -1.5798030106917671 -0.49908940419936793 0.86278303645905996 -0.61166958031830965 leaf_weight=47 8700 20 23 31 84 161 27 23 39 21 54 leaf_count=47 8700 20 23 31 84 161 27 23 39 21 54 internal_value=0 0.00861959 0.0060606 0.00334541 0.00611984 0.227269 0.662303 -0.547791 -0.00132754 0.000898435 -0.435991 internal_weight=0 9129 9109 9086 9055 295 188 107 8760 8721 101 internal_count=9230 9129 9109 9086 9055 295 188 107 8760 8721 101 cat_boundaries=0 2 3 cat_threshold=8192 2147483648 2752 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=10 num_cat=2 split_feature=25 2 5 4 1 3 1 25 26 split_gain=212474 268827 260008 200225 123223 121765 730035 78164.6 19970.7 threshold=0 1422.3575000000001 1341.6425000000002 1120.4650000000004 1318.45 346.12500000000006 378.05000000000007 1 2022.5000000000002 decision_type=9 2 2 2 2 2 2 9 2 left_child=8 2 3 4 5 7 -7 -2 -1 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.32364216114612332 0.047956512654908696 1.1666399946212769 1.0678915173074475 -0.79898712943398187 -0.74143308206038039 0.0044653449739728655 2.0693264224529266 -0.016346687015086465 -0.60555286584077062 leaf_weight=47 2711 20 23 31 22 119 20 6183 54 leaf_count=47 2711 20 23 31 22 119 20 6183 54 internal_value=0 0.0085334 0.00599999 0.00331195 0.00605864 0.00787917 0.301568 0.00328926 -0.431631 internal_weight=0 9129 9109 9086 9055 9033 139 8894 101 internal_count=9230 9129 9109 9086 9055 9033 139 8894 101 cat_boundaries=0 2 5 cat_threshold=8192 2147483648 2273837184 486866979 134253056 is_linear=0 shrinkage=0.01 Tree=580 num_leaves=10 num_cat=1 split_feature=5 1 4 25 19 10 10 9 26 split_gain=585293 366268 350072 274503 142789 96938.7 385717 115974 880.289 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 0 518.68250000000012 219.79500000000002 177.35000000000002 64.050000000000011 2022.5000000000002 decision_type=2 2 2 9 2 2 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=-0.45284882652408942 1.6717745417640322 1.1224549615794215 -1.3247193918228148 0.0051206152785038452 0.79344181558360216 -0.030918445289134979 1.1806821518284936 -0.5972766733991689 -0.50540062713623046 leaf_weight=68 21 29 20 8798 23 96 28 58 60 leaf_count=68 21 29 20 8798 23 96 28 58 60 internal_value=0 0.000401772 -0.00315407 -0.000259396 0.00651828 0.00451003 0.00885002 -0.244222 -0.442882 internal_weight=0 9180 9151 9131 9003 8980 8826 154 128 internal_count=9201 9180 9151 9131 9003 8980 8826 154 128 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=581 num_leaves=8 num_cat=1 split_feature=5 1 4 0 25 19 0 split_gain=573646 358979 343106 302495 267550 138940 183454 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 1295.4950000000001 0 518.68250000000012 806.46500000000003 decision_type=2 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 -6 right_child=-2 -3 -4 -5 5 -7 -8 leaf_value=-0.43924695472364073 1.6550569125584194 1.111230406925596 -1.3114721736907959 -1.1456312627377718 0.0046581664555200271 0.78550736137058419 0.78796349525451659 leaf_weight=125 21 29 20 23 8930 23 30 leaf_count=125 21 29 20 23 8930 23 30 internal_value=0 0.000397754 -0.00312253 -0.000256802 0.00263556 0.00926309 0.00728084 internal_weight=0 9180 9151 9131 9108 8983 8960 internal_count=9201 9180 9151 9131 9108 8983 8960 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=582 num_leaves=10 num_cat=1 split_feature=5 1 4 0 25 2 26 1 26 split_gain=562234 351839 336275 296473 262610 138502 299706 121325 3725.45 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 1295.4950000000001 0 890.22500000000014 2022.5000000000002 366.58182000000005 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 right_child=-2 -3 -4 -5 5 6 -8 -9 -10 leaf_value=-0.41920042833285542 1.6385063580104284 1.1001180767190868 -1.2983574476242066 -1.1341749572753907 0.0020604197445415139 1.4749940552711487 -0.16736860034465789 0.31958720990868866 -0.52866986282940565 leaf_weight=67 21 29 20 23 8816 20 25 122 58 leaf_count=67 21 29 20 23 8816 20 25 122 58 internal_value=0 0.000388991 -0.00309611 -0.000259045 0.00260438 0.00917046 0.56257 0.00639453 -0.43518 internal_weight=0 9180 9151 9131 9108 8983 45 8938 125 internal_count=9201 9180 9151 9131 9108 8983 45 8938 125 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=583 num_leaves=9 num_cat=1 split_feature=5 1 4 0 25 19 0 26 split_gain=551045 344837 329583 290573 257384 136203 179689 3651.31 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 1295.4950000000001 0 518.68250000000012 806.46500000000003 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 7 6 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=-0.41500842363087104 1.622121198745001 1.0891169081063106 -1.2853738403320312 -1.122833187269128 0.004520397578565297 0.77764096135678507 0.77974575932820644 -0.5233831611995039 leaf_weight=67 21 29 20 23 8930 23 30 58 leaf_count=67 21 29 20 23 8930 23 30 58 internal_value=0 0.000385101 -0.00306515 -0.000256454 0.00257834 0.00907876 0.00711602 -0.430828 internal_weight=0 9180 9151 9131 9108 8983 8960 125 internal_count=9201 9180 9151 9131 9108 8983 8960 125 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=584 num_leaves=10 num_cat=1 split_feature=5 0 0 4 25 2 26 6 26 split_gain=540080 246758 471126 310859 268199 140408 288840 105658 5718 threshold=1435.0600000000002 1470.5550000000003 960.86250000000007 1341.6425000000002 0 817.62000000000012 2022.5000000000002 422.52500000000009 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 8 7 -7 -6 -1 right_child=-2 -3 -4 -5 5 6 -8 -9 -10 leaf_value=-0.41085833965842405 1.6059000233241492 -1.0574190538579769 1.2336202092324535 -1.2165255719139463 0.0086822690088987076 1.3645174828819606 -0.12498823356131712 -0.33196585613748303 -0.54586152723280057 leaf_weight=67 21 22 31 21 8835 23 30 92 59 leaf_count=67 21 22 31 21 8835 23 30 92 59 internal_value=0 0.00038125 0.00292237 -0.00125771 0.0015449 0.00820926 0.521401 0.00517161 -0.439216 internal_weight=0 9180 9158 9127 9106 8980 53 8927 126 internal_count=9201 9180 9158 9127 9106 8980 53 8927 126 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=585 num_leaves=13 num_cat=0 split_feature=4 17 5 14 11 3 3 11 0 0 11 14 split_gain=457883 164543 345436 125699 143380 138759 820529 135169 122928 122650 32326.7 23351.3 threshold=1120.4650000000004 491.05000000000013 1211.5375000000001 67.800000000000011 460.42500000000007 492.37500000000006 652.50000000000011 295.76250000000005 1205.5225000000003 114.75000000000001 744.3325000000001 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 -7 9 -1 11 -6 -5 right_child=-2 -3 -4 7 10 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.00032424668566407319 -1.1373201743430561 0.66741691244973089 -1.3227603502273559 -0.17174414957621109 -0.76932040287898129 2.0547864159670746 -0.23632086409462821 0.49127124332246325 -0.73236247518788222 -0.99093680180036103 -0.27964101076126097 -0.47963435024023054 leaf_weight=8722 36 36 20 107 26 22 54 21 23 26 28 32 leaf_count=8722 36 36 20 107 26 22 54 21 23 26 28 32 internal_value=0 -0.00731178 -0.00998662 -0.00708899 -0.00169698 0.00144786 0.426894 -0.264369 -0.00224956 -0.360541 -0.515413 -0.242625 internal_weight=0 9117 9081 9061 8875 8821 76 186 8745 165 54 139 internal_count=9153 9117 9081 9061 8875 8821 76 186 8745 165 54 139 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=9 num_cat=0 split_feature=5 1 9 1 19 6 1 2 split_gain=362391 230767 143947 121888 128588 102180 106417 101361 threshold=1412.3803750000002 1530.8125000000002 947.25000000000011 1058.7500000000002 626.91500000000008 438.71000000000009 665.43750000000011 108.69300000000001 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=-0.0019063743457622168 -1.3562566137313843 -0.98798125743865972 -0.63720315403408478 0.64366104831983306 0.79526235008239754 -0.49345195481181142 -0.6426032148874723 0.21514864427072031 leaf_weight=8891 20 24 36 29 20 80 26 27 leaf_count=8891 20 24 36 29 20 80 26 27 internal_value=0 -0.00869417 -0.00611399 -0.00360994 -0.00568544 -0.00746059 -0.0037745 -0.314646 internal_weight=0 9133 9109 9073 9044 9024 8917 107 internal_count=9153 9133 9109 9073 9044 9024 8917 107 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=14 num_cat=0 split_feature=4 1 3 1 0 14 1 2 11 0 2 3 26 split_gain=446003 288276 129903 666373 283153 116624 180216 154058 142761 95797.6 86095.7 89767.2 66546.6 threshold=1120.4650000000004 1530.8125000000002 352.38000000000005 330.61600000000004 1205.5225000000003 70.588140000000024 1058.7500000000002 1120.4650000000004 285.37500000000006 90.300000000000026 430.02500000000003 721.76691000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 6 7 -1 9 -7 11 12 -4 right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0055440869759498671 -1.1223891554276149 -1.177426342737107 0.70158667317143197 1.7777811012268065 -1.0721463104248046 -0.27179109372710453 0.9468093400001526 0.87312584400177007 0.52887601757049563 -1.0148360662460327 -0.59191731589181085 -0.30849831284795487 0.076178609599237862 leaf_weight=8706 36 21 27 25 25 131 20 20 20 20 21 35 46 leaf_count=8706 36 21 27 25 25 131 20 20 20 20 21 35 46 internal_value=0 -0.00713587 -0.00443401 0.283532 -0.00939338 -0.00641381 -0.00135698 -0.00353017 -0.265052 -0.370208 -0.00605154 0.107867 0.307494 internal_weight=0 9117 9096 154 8942 8917 8746 8726 171 151 129 108 73 internal_count=9153 9117 9096 154 8942 8917 8746 8726 171 151 129 108 73 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=9 num_cat=0 split_feature=5 1 9 1 19 11 9 2 split_gain=353974 220797 141191 116535 125825 108803 218994 140564 threshold=1412.3803750000002 1530.8125000000002 947.25000000000011 1058.7500000000002 626.91500000000008 93.660000000000011 431.37000000000006 1120.4650000000004 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=-0.0035967834407266493 -1.340317301750183 -0.9663959781328838 -0.63099183956782023 0.62940473706557831 0.78677534198760979 -0.3059146009004704 0.78641119098663326 0.76275111436843879 leaf_weight=8757 20 24 36 29 20 223 20 24 leaf_count=8757 20 24 36 29 20 223 20 24 internal_value=0 -0.00849696 -0.00597313 -0.00349317 -0.00552258 -0.00727856 -0.216011 -0.00150222 internal_weight=0 9133 9109 9073 9044 9024 243 8781 internal_count=9153 9133 9109 9073 9044 9024 243 8781 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=13 num_cat=0 split_feature=4 17 5 14 11 3 3 11 0 3 8 14 split_gain=435013 162577 329140 121109 139517 134833 797841 129862 119050 118698 55233.5 22910.1 threshold=1120.4650000000004 491.05000000000013 1211.5375000000001 67.800000000000011 460.42500000000007 492.37500000000006 652.50000000000011 295.76250000000005 114.75000000000001 365.16250000000008 166.11250000000004 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 -7 8 11 -1 -6 -5 right_child=-2 -3 -4 7 10 6 -8 -9 -10 -11 -12 -13 leaf_value=0.00072431190423461801 -1.1083877931700812 0.66372520473268293 -1.2910556373596191 -0.16721411597923699 -0.76337414683717675 2.0262178035215901 -0.23299352411870605 0.48132592541830882 -0.97466842770576478 -0.49284003462110249 -0.10733201163155692 -0.47218226060271262 leaf_weight=8696 36 36 20 107 33 22 54 21 26 49 21 32 leaf_count=8696 36 36 20 107 33 22 54 21 26 49 21 32 internal_value=0 -0.00696095 -0.00961977 -0.0067913 -0.00149867 0.00160351 0.420989 -0.259329 -0.353595 -0.00204123 -0.508247 -0.237423 internal_weight=0 9117 9081 9061 8875 8821 76 186 165 8745 54 139 internal_count=9153 9117 9081 9061 8875 8821 76 186 165 8745 54 139 is_linear=0 shrinkage=0.01 Tree=590 num_leaves=12 num_cat=1 split_feature=10 5 4 25 3 1 2 2 8 26 26 split_gain=285921 461554 228022 139850 162425 1.45603e+06 357755 181680 137452 116146 102658 threshold=788.58750000000009 1412.3803750000002 1374.9750000000004 0 492.37500000000006 397.87500000000006 1164.4950000000001 437.62500000000006 39.961300000000001 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 9 6 10 7 -5 -2 -1 -6 right_child=8 -3 -4 4 5 -7 -8 -9 -10 -11 -12 leaf_value=0.029527948664294347 -1.2308115906374795 1.5127398653030395 -1.0488805716378349 -0.01661808153578866 0.17509958549457438 2.7991050591468811 -1.288788203949278 0.43007938664892442 -0.1453806037902832 0.59753229843245614 -0.5640617702120827 leaf_weight=72 28 20 21 8819 34 20 22 92 20 72 42 leaf_count=72 28 20 21 8819 34 20 22 92 20 72 42 internal_value=0 -0.00474488 -0.00804592 -0.00566311 -0.0107419 0.398384 -0.0151507 -0.0120062 -0.778549 0.293171 -0.233384 internal_weight=0 9214 9194 9173 9029 96 8933 8911 48 144 76 internal_count=9262 9214 9194 9173 9029 96 8933 8911 48 144 76 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=591 num_leaves=10 num_cat=0 split_feature=10 5 0 4 1 9 10 8 6 split_gain=280231 452369 458240 221624 143767 142764 139475 134717 48238.1 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 39.961300000000001 54.499460000000006 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=-0.011589382795567862 -1.2185035061836242 1.4976125202178956 1.1508187030343449 -1.0383917458852132 -0.79952888405841338 -0.73003358390596174 0.22211543216678128 -0.14392679977416994 -0.11751012086868286 leaf_weight=8797 28 20 34 21 23 36 263 20 20 leaf_count=8797 28 20 34 21 23 36 263 20 20 internal_value=0 -0.00469743 -0.00796546 -0.0122666 -0.00990874 -0.0079165 -0.00480524 -0.770763 -0.511275 internal_weight=0 9214 9194 9160 9139 9116 9060 48 56 internal_count=9262 9214 9194 9160 9139 9116 9060 48 56 is_linear=0 shrinkage=0.01 Tree=592 num_leaves=10 num_cat=0 split_feature=10 5 0 4 1 9 10 8 6 split_gain=274655 443367 449121 217214 140906 139923 136700 132036 47278.1 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 39.961300000000001 54.499460000000006 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=-0.01147348945519144 -1.2063184767110007 1.4826363925933839 1.1393105013230267 -1.0280078311193557 -0.79153359703395676 -0.72273325880368544 0.21989427452304969 -0.14248753356933594 -0.11633501374721528 leaf_weight=8797 28 20 34 21 23 36 263 20 20 leaf_count=8797 28 20 34 21 23 36 263 20 20 internal_value=0 -0.00465046 -0.0078858 -0.012144 -0.00980966 -0.00783734 -0.00475718 -0.763056 -0.506162 internal_weight=0 9214 9194 9160 9139 9116 9060 48 56 internal_count=9262 9214 9194 9160 9139 9116 9060 48 56 is_linear=0 shrinkage=0.01 Tree=593 num_leaves=10 num_cat=0 split_feature=10 5 0 4 1 9 10 9 6 split_gain=269189 434544 440184 212891 138102 137139 133979 55672.2 46337.3 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 92.100000000000023 54.499460000000006 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=-0.011358754621500846 -1.1415880867413113 1.4678100051879883 1.1279173716376809 -1.017727762858073 -0.7836182544542396 -0.71550592203934982 0.21769533701269347 -0.45507596863640681 -0.11517166554927827 leaf_weight=8797 21 20 34 21 23 36 263 27 20 leaf_count=8797 21 20 34 21 23 36 263 27 20 internal_value=0 -0.00460396 -0.00780694 -0.0120225 -0.00971156 -0.00775897 -0.00470961 -0.755425 -0.501101 internal_weight=0 9214 9194 9160 9139 9116 9060 48 56 internal_count=9262 9214 9194 9160 9139 9116 9060 48 56 is_linear=0 shrinkage=0.01 Tree=594 num_leaves=15 num_cat=0 split_feature=10 7 4 2 4 2 2 3 9 8 10 8 6 9 split_gain=263832 193846 1.45302e+06 290551 212742 262796 539714 301618 203548 175951 173961 128867 4029.52 2524.35 threshold=788.58750000000009 438.33250000000004 422.52500000000009 1164.4950000000001 1120.4650000000004 157.58975000000007 173.50000000000003 47.808000000000007 541.42000000000019 21.101500000000005 64.050000000000011 39.961300000000001 62.300000000000004 874.60000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 8 -7 -8 10 12 -1 -2 -3 -10 right_child=11 2 -4 -5 -6 6 7 -9 13 -11 -12 -13 -14 -15 leaf_value=-0.016838991591533552 -1.1857815848929543 -0.46304384883606076 2.7058519723198629 -0.96063551526516677 -0.83307661318009907 1.8760655941963196 -0.027078846369809773 0.71603358202775325 -0.61699253759384154 0.44906493425369265 0.2698931098753406 -0.1347956428527832 -0.64292780065536503 -0.76772118330001837 leaf_weight=8490 28 33 22 32 31 20 201 75 25 28 217 20 20 20 leaf_count=8490 28 33 22 32 31 20 201 75 25 28 217 20 20 20 internal_value=0 -0.00455792 0.426831 -0.00943477 -0.00608215 -0.00324873 0.289801 0.174854 -0.0131599 -0.192163 -0.00969292 -0.747871 -0.530925 -0.683983 internal_weight=0 9214 103 9111 9079 9048 296 276 8752 81 8707 48 53 45 internal_count=9262 9214 103 9111 9079 9048 296 276 8752 81 8707 48 53 45 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=16 num_cat=1 split_feature=25 4 13 13 3 3 13 0 1 16 12 3 13 13 13 split_gain=275915 357057 170552 188951 185087 517947 175084 151802 125159 115269 98489.4 67539.7 22435.8 10743.2 1557.83 threshold=0 1422.3575000000001 218.29500000000002 112.80000000000003 561.85750000000019 721.76691000000005 147.70000000000002 1422.3575000000001 324.54200000000009 95.460000000000008 169.17500000000004 1120.4650000000004 177.35000000000002 411.81600000000003 591.49000000000012 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -6 -5 9 10 -2 13 -7 -8 -4 -15 right_child=1 -3 8 6 5 11 12 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=-0.39720099690285593 0.0026295150153273022 1.3372213630676271 -0.24174341174011882 1.2834575857434953 1.8732091159820556 -0.3671984087344673 0.39629188007778593 -0.87370490646362298 -1.0318345592332923 -0.31742893712039577 0.36085086988366172 0.35412385525703427 -0.023919912377993263 -0.41419736201112922 -0.5285331179545476 leaf_weight=166 8707 20 33 21 20 27 27 20 23 114 23 25 24 22 26 leaf_count=166 8707 20 33 21 20 27 27 20 23 114 23 25 24 22 26 internal_value=0 0.00253726 -0.000389468 0.00475409 0.00063246 0.505596 0.514978 -0.0034799 -0.364286 -0.00150683 -0.216655 -0.0204089 0.198545 -0.380639 -0.476129 internal_weight=0 9132 9112 8985 8913 72 72 8841 127 8821 104 52 51 81 48 internal_count=9298 9132 9112 8985 8913 72 72 8841 127 8821 104 52 51 81 48 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=596 num_leaves=11 num_cat=1 split_feature=25 4 5 8 1 10 3 0 11 8 split_gain=270732 349951 448855 171987 217254 214988 184264 260020 145108 66067.7 threshold=0 1422.3575000000001 1236.1260000000004 515.18500000000006 1374.9750000000004 67.800000000000011 593.34250000000009 13.003400000000001 874.60000000000014 676.81250000000011 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 9 8 -8 -2 -5 right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 leaf_value=-0.39345467456362465 -0.00040739807169253391 1.323849048614502 -1.4270338153839111 0.5804863221304758 -1.0420392398834228 1.3091421361403033 0.046471068762444168 1.419302332997322 -0.85314850997924807 -0.1329033094293931 leaf_weight=166 8914 20 22 21 20 22 37 22 20 34 leaf_count=166 8914 20 22 21 20 22 37 22 20 34 internal_value=0 0.00251188 -0.000385573 0.00306726 -0.000953203 0.47367 0.00136212 0.558374 -0.00231638 0.139482 internal_weight=0 9132 9112 9090 9013 77 8993 59 8934 55 internal_count=9298 9132 9112 9090 9013 77 8993 59 8934 55 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=597 num_leaves=9 num_cat=1 split_feature=25 4 5 2 2 2 1 8 split_gain=265648 342987 439923 277044 158200 345889 156167 98273.8 threshold=0 1422.3575000000001 1236.1260000000004 1374.9750000000004 569.59500000000014 492.37500000000006 43.440000000000005 466.8300000000001 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -6 -2 right_child=1 -3 -4 -5 6 -7 -8 -9 leaf_value=-0.38974367766895079 -0.0019594709350855884 1.3106106224060059 -1.4127634724703702 1.178694426059723 -0.069808354942422171 1.3176427536010744 -1.0540359960283552 0.35916499551973841 leaf_weight=166 8908 20 22 20 38 20 28 76 leaf_count=166 8908 20 22 20 38 20 28 76 internal_value=0 0.00248677 -0.000381717 0.00303659 0.000444179 0.00401982 -0.487359 0.00109546 internal_weight=0 9132 9112 9090 9070 9004 66 8984 internal_count=9298 9132 9112 9090 9070 9004 66 8984 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=598 num_leaves=11 num_cat=1 split_feature=25 9 9 5 11 0 26 9 9 26 split_gain=260658 184102 370094 342197 158613 162587 165642 124406 80321.2 7.27159 threshold=0 1064.4750000000001 541.42000000000019 1144.97 874.60000000000014 744.3325000000001 2022.5000000000002 449.64000000000004 715.87500000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 7 -7 -2 -4 -1 right_child=1 -3 8 -5 -6 6 -8 -9 -10 -11 leaf_value=-0.41144310491841013 -0.0022962055577483379 0.78454943752288819 -1.2999452514449754 1.172717406463623 -0.84691700458526609 0.034181074414934433 1.0468027064005534 0.73410664807195247 -0.45309618223281134 -0.40725688301381613 leaf_weight=82 8922 30 24 25 22 35 30 23 21 84 leaf_count=82 8922 30 24 25 22 35 30 23 21 84 internal_value=0 0.0024619 -0.000113142 0.00438157 0.00114769 0.00321844 0.501545 -0.000402716 -0.904749 -0.386068 internal_weight=0 9132 9102 9057 9032 9010 65 8945 45 166 internal_count=9298 9132 9102 9057 9032 9010 65 8945 45 166 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=599 num_leaves=9 num_cat=1 split_feature=25 4 5 2 2 2 1 10 split_gain=255471 334246 435889 271083 155152 339071 152627 105404 threshold=0 1422.3575000000001 1236.1260000000004 1374.9750000000004 569.59500000000014 492.37500000000006 43.440000000000005 1016.9900000000001 decision_type=9 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -6 -2 right_child=1 -3 -4 -5 6 -7 -8 -9 leaf_value=-0.38220700967718252 -0.00052850094145527116 1.2937848129272462 -1.4062854255329478 1.1659495010823011 -0.069846512424318413 1.3045952987670899 -1.04285418680736 0.72624279403686531 leaf_weight=166 8964 20 22 20 38 20 28 20 leaf_count=166 8964 20 22 20 38 20 28 20 internal_value=0 0.00243728 -0.000394435 0.00300816 0.000443792 0.00398482 -0.482638 0.00108942 internal_weight=0 9132 9112 9090 9070 9004 66 8984 internal_count=9298 9132 9112 9090 9070 9004 66 8984 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=600 num_leaves=17 num_cat=1 split_feature=25 3 26 2 2 11 4 3 7 7 5 3 2 4 26 3 split_gain=393811 280705 314305 312956 294936 281090 204410 187428 132149 276909 129652 128836 115616 44511.4 16026.5 10063.5 threshold=0 344.21500000000003 2022.5000000000002 157.58975000000007 1164.4950000000001 162.84524000000002 1120.4650000000004 432.41388000000001 548.95500000000004 729.18750000000011 992.8900000000001 593.34250000000009 817.62000000000012 177.62250000000003 2022.5000000000002 652.50000000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 4 3 11 6 7 8 -4 10 -10 12 -3 -2 15 -1 -9 right_child=1 2 5 -5 -6 -7 -8 13 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.42529571081385198 -0.011138621644962999 -0.17464756705544213 0.56565824617039073 1.7190190561328615 -1.1699295063723216 1.0424483704566956 -0.97337359298359261 -0.47859695389157253 1.4185983245372773 -0.06429834702435662 -0.79608717010134744 0.88480118900537497 0.75004322433471682 -0.89698515844345095 -0.62612563553910994 -0.16901128933543252 leaf_weight=81 8782 22 22 28 22 22 22 21 20 34 21 24 20 20 78 21 leaf_count=81 8782 22 22 28 22 22 22 21 20 34 21 24 20 20 78 21 internal_value=0 -0.00561286 0.385358 0.88548 -0.0135078 0.0362157 -0.0106489 -0.227321 -0.00826299 0.484923 -0.0112815 0.378108 -0.00940906 -0.508701 -0.492821 -0.323804 internal_weight=0 9101 180 74 8921 106 8899 84 8877 54 8823 46 8802 62 159 42 internal_count=9260 9101 180 74 8921 106 8899 84 8877 54 8823 46 8802 62 159 42 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=601 num_leaves=12 num_cat=1 split_feature=25 14 7 4 5 10 7 2 6 26 7 split_gain=385974 154309 351388 308631 207442 187581 186636 146393 73949.8 15707.6 6094.42 threshold=0 874.60000000000014 548.95500000000004 303.97500000000008 1279.9550000000002 874.60000000000014 362.77500000000003 1164.4950000000001 44.590000000000011 2022.5000000000002 453.00000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 8 5 6 7 -2 -4 -1 -8 right_child=1 -3 3 -5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.4210427482849286 0.0012865664252761473 -0.76042594344527625 0.61127864780334329 1.7227039014725458 -1.0259868469238282 -0.95043149187451326 -0.75942062520980846 -0.76501406120061877 -0.19752981030941008 -0.61986438122697363 -0.53086459755897519 leaf_weight=81 8893 27 26 21 20 21 20 25 20 78 28 leaf_count=81 8893 27 26 21 20 21 20 25 20 78 28 internal_value=0 -0.00555673 -0.00331672 0.7182 -0.00868384 -0.0064199 -0.00420885 -0.000861619 0.259623 -0.487893 -0.626096 internal_weight=0 9101 9074 67 9007 8987 8966 8918 46 159 48 internal_count=9260 9101 9074 67 9007 8987 8966 8918 46 159 48 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=602 num_leaves=14 num_cat=1 split_feature=25 3 1 0 2 0 10 2 7 7 0 26 3 split_gain=378293 275989 977377 607991 233583 144539 163939 128672 174594 106572 72399.2 15395 10532 threshold=0 344.21500000000003 378.05000000000007 1052.6300000000003 1164.4950000000001 806.46500000000003 788.58750000000009 392.18750000000006 74.355000000000004 548.95500000000004 13.003400000000001 2022.5000000000002 449.26500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 3 7 4 5 6 9 8 10 -2 12 -1 -3 right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.41683232567928458 -0.0081563212468751308 -0.010785811742146809 1.9091460718828088 -1.3102678309546576 -1.087558294892311 0.82300490560985751 -0.89010888783704678 -0.65994625174480936 0.92014639317989355 0.450298183423047 0.44749714354674019 -0.61366573336032726 -0.26482147871279249 leaf_weight=81 8772 24 34 36 20 21 21 23 24 51 24 78 51 leaf_count=81 8772 24 34 36 20 21 21 23 24 51 24 78 51 internal_value=0 -0.00550117 0.382172 -0.0133295 -0.00807455 -0.00563917 -0.00760678 0.0265748 0.154949 -0.0055063 -0.0305538 -0.483014 -0.18353 internal_weight=0 9101 180 8921 8885 8865 8844 146 123 8823 99 159 75 internal_count=9260 9101 180 8921 8885 8865 8844 146 123 8823 99 159 75 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=603 num_leaves=15 num_cat=1 split_feature=25 3 1 0 2 4 7 7 1 2 7 0 26 3 split_gain=370765 270497 957927 595892 228935 158221 161101 231233 154471 126111 171119 70958.4 15088.7 10322.4 threshold=0 344.21500000000003 378.05000000000007 1052.6300000000003 1164.4950000000001 1164.6975000000002 548.95500000000004 729.18750000000011 415.60849999999999 392.18750000000006 74.355000000000004 13.003400000000001 2022.5000000000002 449.26500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 9 4 5 6 8 -8 -2 10 11 13 -1 -3 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.41266399858910363 -0.0021260954048838636 -0.010677951176961263 1.8900547481985654 -1.2971651352776423 -1.0766826971769334 -0.8940208680629731 1.3945559207201004 0.031885609671925053 -0.37589043276118383 -0.65334680230721187 0.91094492276509598 0.4430221792062124 -0.60752907496232256 -0.26217326781328987 leaf_weight=81 8680 24 34 36 20 20 20 33 112 23 24 24 78 51 leaf_count=81 8680 24 34 36 20 20 20 33 112 23 24 24 78 51 internal_value=0 -0.00544616 0.37835 -0.0131962 -0.00799381 -0.00558278 -0.00357387 0.546101 -0.00688742 0.0263091 0.153399 -0.0302482 -0.478184 -0.181695 internal_weight=0 9101 180 8921 8885 8865 8845 53 8792 146 123 99 159 75 internal_count=9260 9101 180 8921 8885 8865 8845 53 8792 146 123 99 159 75 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=604 num_leaves=15 num_cat=1 split_feature=25 3 1 0 2 4 7 7 1 2 7 0 26 3 split_gain=363387 265114 938864 584034 224379 155073 157895 226631 151397 123602 167714 69546.3 14788.4 10117 threshold=0 344.21500000000003 378.05000000000007 1052.6300000000003 1164.4950000000001 1164.6975000000002 548.95500000000004 729.18750000000011 415.60849999999999 392.18750000000006 74.355000000000004 13.003400000000001 2022.5000000000002 449.26500000000004 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 9 4 5 6 8 -8 -2 10 11 13 -1 -3 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.40853736184997325 -0.0021048353228600254 -0.010571167469024659 1.8711541321698357 -1.2841934606764052 -1.0659158668518065 -0.88508067417144776 1.3806104013919831 0.031566759384039675 -0.37213153896587237 -0.64681332437888428 0.90183547178904222 0.43859195172786714 -0.60145378180039244 -0.25955152566526452 leaf_weight=81 8680 24 34 36 20 20 20 33 112 23 24 24 78 51 leaf_count=81 8680 24 34 36 20 20 20 33 112 23 24 24 78 51 internal_value=0 -0.00539169 0.374566 -0.0130642 -0.00791387 -0.00552695 -0.00353813 0.54064 -0.00681855 0.026046 0.151865 -0.0299457 -0.473402 -0.179878 internal_weight=0 9101 180 8921 8885 8865 8845 53 8792 146 123 99 159 75 internal_count=9260 9101 180 8921 8885 8865 8845 53 8792 146 123 99 159 75 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=605 num_leaves=20 num_cat=3 split_feature=7 7 7 7 8 1 25 24 0 0 26 3 26 3 3 1 24 26 26 split_gain=356923 710491 246739 350522 402474 229109 205553 988785 325242 289784 404788 100340 400353 146784 110936 50213.3 48097.3 14854.9 0.206215 threshold=366.17750000000007 441.88278000000008 548.95500000000004 700.81750000000011 21.101500000000005 1272.8850000000002 0 1 1374.9750000000004 66.112500000000011 2022.5000000000002 593.34250000000009 2022.5000000000002 462.80000000000007 352.38000000000005 84.744000000000014 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 left_child=5 -2 -3 -4 -5 6 7 9 11 10 -1 13 -13 14 -8 16 18 -18 -9 right_child=1 2 3 4 -6 -7 8 15 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 leaf_value=0.13854664045937207 1.9392324757575989 -0.56747700958540948 1.6071982474327087 -0.71739766819823181 0.90737329101562492 0.9099002313613892 -0.0071274002847383977 -0.038538700474633113 -1.2806843509674073 1.8016688715327871 1.0521675590922435 1.4641890527985313 -0.28820711089298129 -0.80448147151781169 0.49629182837226177 -0.71114798675883906 -0.2738501215753732 -0.51839517012886382 -0.039425392898858762 leaf_weight=98 28 33 20 31 30 28 8517 54 20 22 96 22 32 23 44 22 54 46 51 leaf_count=98 28 33 20 31 30 28 8517 54 20 22 96 22 32 23 44 22 54 46 51 internal_value=0 0.511955 0.161396 0.458344 0.08167 0.00671859 0.00393987 0.211592 -0.00692137 0.6824 0.590648 -0.00398018 0.425732 -0.0066834 -0.00454003 -0.246292 -0.208419 -0.351219 -0.0355807 internal_weight=0 142 114 81 61 9129 9101 443 8658 216 194 8638 54 8584 8561 227 205 100 105 internal_count=9271 142 114 81 61 9129 9101 443 8658 216 194 8638 54 8584 8561 227 205 100 105 cat_boundaries=0 2 3 4 cat_threshold=532608 65537 915 3080 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=18 num_cat=7 split_feature=7 4 8 9 5 25 24 1 1 0 24 24 25 25 7 25 7 split_gain=349820 1.49624e+06 292376 324913 261007 246141 643085 311450 255869 169729 156177 78109.9 310149 224374 32331.5 29612.7 1111.78 threshold=366.17750000000007 540.74500000000012 21.101500000000005 131.51500000000001 1211.5375000000001 0 1 1183.6900000000003 74.355000000000004 1165.3425000000004 2 3 4 5 563.68750000000011 6 844.84875000000011 decision_type=2 2 2 2 2 9 1 2 2 2 1 1 9 9 2 9 2 left_child=4 2 14 -4 5 6 -1 9 10 11 -8 12 -7 -13 -2 -12 -16 right_child=1 -3 3 -5 -6 7 8 -9 -10 -11 15 13 -14 -15 16 -17 -18 leaf_value=0.82000679913741437 -0.076332821705762083 3.0420903968811035 1.5568211526456088 -0.090089765167236338 -1.0572823892468992 0.26197459378503551 0.22953626212348111 1.1588345312035602 0.78679580462606324 -0.84617246468861895 -0.091013562626563585 -0.18418099876473321 -0.019254984974752379 -3.0003468194070485e-05 -0.54848327541351316 -0.34210236954689022 -0.44304208417574409 leaf_weight=124 34 20 23 25 23 506 105 23 38 24 120 739 1634 5683 20 110 20 leaf_count=124 34 20 23 25 23 506 105 23 38 24 120 739 1634 5683 20 110 20 internal_value=0 0.506835 0.0912198 0.699055 0.0066514 0.00933869 0.223455 -0.00327806 0.00890565 -0.00639492 -0.0790668 -0.00404096 0.0481506 -0.0214743 -0.303052 -0.22035 -0.495763 internal_weight=0 142 122 48 9129 9106 497 8609 373 8586 335 8562 2140 6422 74 230 40 internal_count=9271 142 122 48 9129 9106 497 8609 373 8586 335 8562 2140 6422 74 230 40 cat_boundaries=0 2 3 4 5 8 10 12 cat_threshold=532608 16842753 19 1408 76 2468413696 128 16 16777472 2147745920 524288 1 is_linear=0 shrinkage=0.01 Tree=607 num_leaves=10 num_cat=3 split_feature=5 0 4 6 25 24 10 0 24 split_gain=337458 400777 192674 191810 168757 663484 377352 134125 90897.1 threshold=1435.0600000000002 1219.7885000000003 1295.4950000000001 1144.97 0 1 85.544000000000025 866.75000000000011 2 decision_type=2 2 2 2 9 1 2 2 1 left_child=1 2 3 4 5 -1 -7 8 -6 right_child=-2 -3 -4 -5 7 6 -8 -9 -10 leaf_value=0.75559413387350849 1.2512135713750667 1.0499097447781949 -0.86963750114440919 0.88417797164916989 0.054554583568628544 -0.11143506206327106 1.2992895154207946 -0.82154903602600104 -0.020385101985730427 leaf_weight=136 22 37 25 25 2147 365 20 20 6474 leaf_count=136 22 37 25 25 2147 365 20 20 6474 internal_value=0 0.0112342 0.00706236 0.00944807 0.00706123 0.180092 -0.0371848 -0.00357574 -0.00168226 internal_weight=0 9249 9212 9187 9162 521 385 8641 8621 internal_count=9271 9249 9212 9187 9162 521 385 8641 8621 cat_boundaries=0 3 4 5 cat_threshold=532608 16842753 512 529 76 is_linear=0 shrinkage=0.01 Tree=608 num_leaves=15 num_cat=3 split_feature=4 25 24 1 1 1 17 0 26 24 13 26 3 26 split_gain=300835 218900 625393 282679 556076 234289 212494 197943 116487 115104 106037 88415.5 84823.9 11857.4 threshold=1530.8125000000002 0 1 74.355000000000004 488.75250000000005 1183.6900000000003 491.05000000000013 1374.9750000000004 2022.5000000000002 2 575.22000000000014 2022.5000000000002 593.34250000000009 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 8 9 -5 6 7 10 -1 13 12 -11 -3 -4 right_child=-2 5 3 4 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 leaf_value=0.52674470518250016 1.2095785776774088 -0.0046605224808139844 -0.26164731369643912 1.8742574917186392 -0.42965253829956057 0.92931059378164793 0.83650179640452071 -1.0002638797760011 1.1190548786218615 0.23056789326374649 -0.58807463188325204 -0.15676817291661313 0.39292249211282648 -0.4622485413049397 leaf_weight=64 21 8559 61 22 20 27 30 20 69 122 31 114 54 57 leaf_count=64 21 8559 61 22 20 27 30 20 69 122 31 114 54 57 internal_value=0 0.0113292 0.206894 0.00145239 0.777157 -0.000769757 -0.00365909 -0.00656824 0.775709 -0.0905394 -0.00426908 0.041698 -0.00216784 -0.330536 internal_weight=0 9250 529 396 42 8721 8694 8664 133 354 8644 236 8613 118 internal_count=9271 9250 529 396 42 8721 8694 8664 133 354 8644 236 8613 118 cat_boundaries=0 2 3 4 cat_threshold=532608 16842753 19 100 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=19 num_cat=3 split_feature=7 4 5 25 24 1 1 5 0 26 24 3 3 3 9 26 7 26 split_gain=338612 1.46026e+06 259569 233431 613864 299954 245830 229376 166935 156024 153307 109226 134774 117552 99182.9 67887.7 41350.3 16826.7 threshold=366.17750000000007 540.74500000000012 1211.5375000000001 0 1 1183.6900000000003 74.355000000000004 96.322500000000005 1165.3425000000004 2022.5000000000002 2 593.34250000000009 462.80000000000007 890.22500000000014 146.62500000000003 2022.5000000000002 563.68750000000011 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=2 7 3 4 9 8 10 14 11 -1 17 12 -5 -13 16 -12 -2 -6 right_child=1 -3 -4 5 6 -7 -8 -9 -10 -11 15 13 -14 -15 -16 -17 -18 -19 leaf_value=0.52147726698778574 0.28755938422295357 3.0030572319030764 -1.0546317683095519 -0.0046221647357912073 0.36983068028363314 1.1372214201222297 0.77042526546277501 0.81506181985139847 -0.8391366577148438 1.2312844483057659 -0.06326415796391667 1.0572653770446778 -0.78832865498282689 0.053478403990822175 -0.75430135921998454 -0.40719600061936811 -0.20756243790575379 0.11636002471446992 leaf_weight=64 31 20 23 8492 55 23 38 32 24 60 120 20 22 28 22 110 37 50 leaf_count=64 31 20 23 8492 55 23 38 32 24 60 120 20 22 28 22 110 37 50 internal_value=0 0.498472 0.0063656 0.00904547 0.217561 -0.00324111 0.0079676 0.0878843 -0.00629993 0.800385 -0.0782823 -0.00396542 -0.00664725 0.471723 -0.170668 -0.218264 0.0181549 0.227467 internal_weight=0 142 9129 9106 497 8609 373 122 8586 124 335 8562 8514 48 90 230 68 105 internal_count=9271 142 9129 9106 497 8609 373 122 8586 124 335 8562 8514 48 90 230 68 105 cat_boundaries=0 2 3 4 cat_threshold=532608 16842753 19 1408 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=14 num_cat=1 split_feature=5 3 1 0 1 9 3 6 24 4 3 4 6 split_gain=268518 152428 893339 395257 238219 185537 147271 124416 117124 111328 95159.8 38776.5 18799.3 threshold=1374.9750000000004 352.38000000000005 378.05000000000007 1265.0725000000002 1318.45 1144.97 515.86500000000012 485.55000000000001 0 21.101500000000005 844.84875000000011 73.320000000000007 575.22000000000014 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 3 6 4 5 7 11 8 -1 10 -8 -3 -9 right_child=-2 2 -4 -5 -6 -7 9 12 -10 -11 -12 -13 -14 leaf_value=-0.062608950575896063 -1.1077037928321145 0.14017412811517715 1.7719261851455226 -1.2152701914751971 1.0866229524612427 -0.96805663919448848 0.48039205823625836 -0.66585391664505011 0.02063811669112257 -0.79710754382994864 -0.38593112767674032 0.70147568464279175 -0.31031370310947815 leaf_weight=2250 22 32 33 27 20 20 21 20 6692 31 32 20 58 leaf_count=2250 22 32 33 27 20 20 21 20 6692 31 32 20 58 internal_value=0 -0.00161183 0.295957 -0.00714601 -0.00354564 -0.00595752 -0.0621824 -0.00382426 -0.000355577 -0.321094 -0.042671 0.356059 -0.401478 internal_weight=0 9256 169 9087 9060 9040 136 9020 8942 84 53 52 78 internal_count=9278 9256 169 9087 9060 9040 136 9020 8942 84 53 52 78 cat_boundaries=0 1 cat_threshold=168 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=20 num_cat=5 split_feature=2 4 25 26 24 2 25 4 7 25 3 18 2 2 6 4 25 2 6 split_gain=196915 301601 140006 794648 145884 346280 225576 347213 179712 123328 222667 166360 75624.6 206634 31644.8 28091.8 25197.9 11750.3 1530.78 threshold=1422.3575000000001 967.31750000000011 0 2022.5000000000002 1 437.62500000000006 2 344.21500000000003 548.95500000000004 3 400.12500000000006 278.73534000000006 515.86500000000012 817.62000000000012 108.33250000000001 543.33000000000004 4 14.851500000000001 251.25000000000003 decision_type=2 2 9 2 1 2 9 2 2 9 2 2 2 2 2 2 9 2 2 left_child=1 2 3 -1 6 9 7 8 -4 10 -6 -11 -7 -14 16 -9 -8 -3 -16 right_child=-2 17 4 -5 5 12 14 15 -10 11 -12 -13 13 -15 18 -17 -18 -19 -20 leaf_value=-0.40391598680126128 0.96305478141421363 -0.65902015112064505 -0.2715908671120611 1.1875937175750733 0.097311107314703119 1.2459949039277576 0.084888403290196465 0.97389547920227049 0.62534106876539153 -0.0010455855605629005 1.1382528554825555 -0.87288742628964511 -0.2340799837112427 1.1421986246109008 -0.1905785209797323 0.44387818455696104 -0.017269195446609997 -0.97441366786048522 -0.28914092173943157 leaf_weight=67 21 27 777 59 958 21 256 20 23 4235 21 22 20 24 40 20 2620 21 26 leaf_count=67 21 27 777 59 958 21 256 20 23 4235 21 22 20 24 40 20 2620 21 26 internal_value=0 -0.00638695 -0.00226602 0.316218 -0.00702446 0.0268109 -0.0543951 -0.197986 -0.245804 0.0178563 0.11843 -0.00553822 0.752262 0.516617 -0.0128653 0.708887 -0.00794077 -0.797005 -0.229406 internal_weight=0 9257 9209 126 9083 5301 3782 840 800 5236 979 4257 65 44 2942 40 2876 48 66 internal_count=9278 9257 9209 126 9083 5301 3782 840 800 5236 979 4257 65 44 2942 40 2876 48 66 cat_boundaries=0 1 2 5 8 10 cat_threshold=8320 681 92799232 2499870720 67108864 344457216 2501902336 2064 35655680 66 is_linear=0 shrinkage=0.01 Tree=612 num_leaves=12 num_cat=0 split_feature=5 2 4 1 3 5 1 0 0 5 4 split_gain=263357 206955 175068 150581 647223 221184 171981 161937 185406 152961 7072.3 threshold=1374.9750000000004 1422.3575000000001 967.31750000000011 366.58182000000005 352.38000000000005 64.050000000000011 1209.1250000000002 1205.5225000000003 744.3325000000001 904.12500000000011 1341.6425000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 -4 right_child=-2 -3 10 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.0087796018623757764 -1.0969626131924717 1.0145876293182372 -0.52417967362837359 0.057520523265916473 1.8160467529296875 -0.7733310650013111 1.0750654010772704 -0.81006034240722657 0.75570897981524465 0.86672761397063736 -0.78400324630737306 leaf_weight=8948 22 20 22 98 24 27 20 25 32 20 20 leaf_count=8948 22 20 22 98 24 27 20 25 32 20 20 internal_value=0 -0.0015526 -0.00375299 -0.000810381 0.294932 0.0431612 0.229986 -0.00634838 -0.00411585 -0.00682709 -0.647905 internal_weight=0 9256 9236 9194 169 145 118 9025 9000 8968 42 internal_count=9278 9256 9236 9194 169 145 118 9025 9000 8968 42 is_linear=0 shrinkage=0.01 Tree=613 num_leaves=12 num_cat=0 split_feature=5 2 4 1 3 5 1 0 0 5 4 split_gain=258116 202837 171584 147585 634343 216783 168559 158714 181716 149917 6931.56 threshold=1374.9750000000004 1422.3575000000001 967.31750000000011 366.58182000000005 352.38000000000005 64.050000000000011 1209.1250000000002 1205.5225000000003 744.3325000000001 904.12500000000011 1341.6425000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 8 9 -1 -4 right_child=-2 -3 10 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.0086918057929861858 -1.0859929743680088 1.0044417552947997 -0.51893787850033157 0.056945327204100941 1.7978862126668296 -0.76559773074256043 1.0643147411346436 -0.80195974502563472 0.74815191134810455 0.85806033116579061 -0.77616320610046385 leaf_weight=8948 22 20 22 98 24 27 20 25 32 20 20 leaf_count=8948 22 20 22 98 24 27 20 25 32 20 20 internal_value=0 -0.00153708 -0.00371546 -0.000802277 0.291983 0.0427296 0.227686 -0.0062849 -0.00407469 -0.00675882 -0.641426 internal_weight=0 9256 9236 9194 169 145 118 9025 9000 8968 42 internal_count=9278 9256 9236 9194 169 145 118 9025 9000 8968 42 is_linear=0 shrinkage=0.01 Tree=614 num_leaves=15 num_cat=0 split_feature=5 2 4 3 26 0 0 5 9 0 10 3 3 4 split_gain=252980 198801 168169 101547 463429 887150 191222 171579 134444 260767 85634.6 41821.8 17411.6 6793.62 threshold=1374.9750000000004 1422.3575000000001 967.31750000000011 352.38000000000005 2022.5000000000002 143.49000000000004 1265.0725000000002 47.808000000000007 497.12500000000006 744.3325000000001 74.355000000000004 644.32500000000016 543.33000000000004 1341.6425000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 11 8 12 9 -1 -10 -5 -6 -4 right_child=-2 -3 13 4 7 -7 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=-0.0026330629499263457 -1.0751330497048117 0.99439737987518317 -0.51374850359829993 0.34326198660809065 -0.38508293758739121 2.5213803260976619 -0.87835524673461918 0.37705382835652146 -0.19754422210156919 0.8622200123923166 -0.96165954373099582 -0.2819922001361847 -0.75815575468129126 -0.76840158271789549 leaf_weight=8924 22 20 22 23 22 22 25 28 44 35 22 20 29 20 leaf_count=8924 22 20 22 23 22 22 25 28 44 35 22 20 29 20 internal_value=0 -0.00152171 -0.00367831 -0.000794254 0.262672 0.888085 -0.00498642 -0.251909 -0.00256711 0.000745646 -0.452249 0.0524461 -0.597222 -0.635012 internal_weight=0 9256 9236 9194 144 65 9050 79 9025 8959 66 43 51 42 internal_count=9278 9256 9236 9194 144 65 9050 79 9025 8959 66 43 51 42 is_linear=0 shrinkage=0.01 Tree=615 num_leaves=15 num_cat=2 split_feature=14 4 15 7 25 24 26 7 7 3 3 26 14 26 split_gain=255180 484509 146624 140015 139148 924272 275610 151998 383372 140133 470016 136582 131671 10.196 threshold=473.87250000000012 1065.8000000000002 674.04250000000013 46.144000000000005 0 1 2022.5000000000002 548.95500000000004 744.3325000000001 488.75250000000005 721.76691000000005 2022.5000000000002 348.75000000000006 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 13 -7 9 -9 12 -11 -10 -6 -1 right_child=3 -3 -4 -5 7 6 -8 8 11 10 -12 -13 -14 -15 leaf_value=-0.41114677548408507 -0.29617081899900694 1.1526230735694234 -0.77462165857354803 -1.3346766490936279 -0.0078236491777121768 0.44939780353435443 1.4135749517168319 1.6350119969844819 0.54830830706017364 1.3306361293792726 -0.21968358926378034 -0.56713930440985638 0.80450430920720095 -0.40521644331374262 leaf_weight=64 37 37 24 20 8644 63 56 20 21 33 48 23 20 53 leaf_count=64 37 37 24 20 8644 63 56 20 21 33 48 23 20 53 internal_value=0 0.0106235 0.00596434 -0.660559 0.00803555 0.242611 0.833118 0.00147399 0.487039 -0.00207791 0.411928 -0.0347666 -0.00594847 -0.376298 internal_weight=0 9106 9069 57 9045 236 119 8809 64 8745 81 44 8664 117 internal_count=9163 9106 9069 57 9045 236 119 8809 64 8745 81 44 8664 117 cat_boundaries=0 2 3 cat_threshold=8320 2164326400 2170 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=8 num_cat=0 split_feature=4 5 0 20 0 19 8 split_gain=237337 302249 382234 176553 147779 145303 120521 threshold=1265.0725000000002 1279.9550000000002 1219.7885000000003 226.62300000000002 831.91125000000011 518.68250000000012 1058.7500000000002 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=0.0073517322668416587 0.92564479010445744 -1.2244146108627321 1.0805473697546757 -0.71689844671417691 -0.70764700133225023 0.85876572799682627 -0.70223572035630544 leaf_weight=8975 28 20 33 34 29 20 24 leaf_count=8975 28 20 33 34 29 20 24 internal_value=0 0.00356616 0.00626058 0.0023571 0.00505987 0.00735153 0.00545929 internal_weight=0 9135 9115 9082 9048 9019 8999 internal_count=9163 9135 9115 9082 9048 9019 8999 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=9 num_cat=0 split_feature=14 5 0 12 0 8 19 14 split_gain=249623 472275 488954 181811 155980 135247 131390 125009 threshold=473.87250000000012 1279.9550000000002 1219.7885000000003 290.03125000000006 831.91125000000011 1064.4750000000001 518.68250000000012 348.75000000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 6 7 -1 right_child=3 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.0033814353785340729 -0.23815722220652813 1.5083620153154647 1.2220167344989199 -1.4215561463832855 -0.71731020100911469 -0.72954886131286634 0.81661421203613294 0.77582921062197008 leaf_weight=8956 37 21 33 20 30 25 20 21 leaf_count=8956 37 21 33 20 30 25 20 21 internal_value=0 0.0104495 0.00698705 -0.653385 0.00255753 0.00495124 0.0069922 0.00518843 internal_weight=0 9106 9085 57 9052 9022 8997 8977 internal_count=9163 9106 9085 57 9052 9022 8997 8977 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=9 num_cat=0 split_feature=14 4 0 0 15 5 14 15 split_gain=244655 467560 299449 151258 152697 142648 134923 142660 threshold=473.87250000000012 1065.8000000000002 1219.7885000000003 831.91125000000011 519.44500000000005 58.875000000000007 348.75000000000006 237.07500000000002 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -2 7 -1 right_child=5 -3 -4 -5 -6 -7 -8 -9 leaf_value=0.0024533437381818362 -0.27905263372369715 1.1321923765942858 0.97141555666923529 -0.69497215763215092 -0.71971436663691335 -1.3272781810760497 0.82752394795417783 0.5732667248357427 leaf_weight=8913 37 37 32 31 29 20 20 44 leaf_count=8913 37 37 32 31 29 20 20 44 internal_value=0 0.010345 0.00576804 0.00234868 0.00474896 -0.646851 0.00708932 0.00525738 internal_weight=0 9106 9069 9037 9006 57 8977 8957 internal_count=9163 9106 9069 9037 9006 57 8977 8957 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=10 num_cat=1 split_feature=14 5 1 12 20 8 3 3 25 split_gain=239787 460663 323844 176971 145958 133108 169681 415763 147420 threshold=473.87250000000012 1279.9550000000002 1236.1260000000004 290.03125000000006 226.62300000000002 1064.4750000000001 593.34250000000009 890.22500000000014 0 decision_type=2 2 2 2 2 2 2 2 9 left_child=1 2 4 -2 5 6 8 -8 -1 right_child=3 -3 -4 -5 -6 -7 7 -9 -10 leaf_value=0.234646534596234 -0.23071867337097993 1.4896248744782947 1.0440858046213786 -1.3982606840133667 -0.67078599661588667 -0.72289283180236819 1.5285209358215333 -0.11539489456638695 -0.0030544622471206017 leaf_weight=259 37 21 30 20 32 25 25 40 8674 leaf_count=259 37 21 30 20 32 25 25 40 8674 internal_value=0 0.0102415 0.00682194 -0.640383 0.00338539 0.00577634 0.00780087 0.51688 0.0040966 internal_weight=0 9106 9085 57 9055 9023 8998 65 8933 internal_count=9163 9106 9085 57 9055 9023 8998 65 8933 cat_boundaries=0 2 cat_threshold=16785536 2164326400 is_linear=0 shrinkage=0.01 Tree=620 num_leaves=11 num_cat=0 split_feature=2 4 0 7 19 10 10 2 0 0 split_gain=344629 438227 168170 190350 129178 99892.4 276361 90358.9 73102.8 1077.39 threshold=1279.9550000000002 1422.3575000000001 806.46500000000003 1204.8925000000002 518.68250000000012 219.79500000000002 67.800000000000011 256.61250000000007 1295.4950000000001 1052.6300000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -4 right_child=-2 -3 8 -5 -6 7 -8 -9 -10 -11 leaf_value=0.0013805625299807439 -1.0630491983890533 1.4891403961181642 0.81130793463100093 -0.9253487964109941 0.75443182406218157 -0.14942705696686767 0.44922509978072983 -0.84128041180697355 0.040408944629487541 0.70989708328247081 leaf_weight=8735 30 20 22 22 23 133 140 22 21 20 leaf_count=8735 30 20 22 22 23 133 140 22 21 20 internal_value=0 0.010509 0.00727274 0.0036984 0.00595611 0.0040497 0.00844515 -0.247626 0.522148 0.763017 internal_weight=0 9158 9138 9075 9053 9030 8875 155 63 42 internal_count=9188 9158 9138 9075 9053 9030 8875 155 63 42 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=11 num_cat=0 split_feature=2 5 0 4 26 3 19 17 4 3 split_gain=337771 430539 180280 159427 159033 153048 138583 112017 40939.1 33592.2 threshold=1279.9550000000002 1374.9750000000004 806.46500000000003 1341.6425000000002 2022.5000000000002 652.50000000000011 518.68250000000012 52.345500000000008 21.101500000000005 1065.8000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -4 6 7 -1 9 -7 right_child=-2 -3 4 -5 -6 8 -8 -9 -10 -11 leaf_value=0.011189275482138284 -1.0524186855157216 1.4406080781845818 -0.002385792016983032 -0.88848287200927734 0.98983043125697556 -0.032133587923916906 0.80150315804914996 -0.28119960758975127 -0.84387005448341368 -0.5912889703966322 leaf_weight=8833 30 21 30 20 35 22 22 133 21 21 leaf_count=8833 30 21 30 20 35 22 22 133 21 21 internal_value=0 0.0104039 0.00711677 0.00335686 0.531884 0.00532734 0.00879711 0.00685203 -0.481957 -0.305209 internal_weight=0 9158 9137 9072 65 9052 8988 8966 64 43 internal_count=9188 9158 9137 9072 65 9052 8988 8966 64 43 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=12 num_cat=0 split_feature=2 5 0 26 19 6 6 12 5 2 5 split_gain=331049 421971 176693 155869 124997 117083 151897 118953 52434.7 39482.5 50314 threshold=1279.9550000000002 1374.9750000000004 806.46500000000003 2022.5000000000002 518.68250000000012 422.52500000000009 256.61250000000007 426.87000000000006 47.808000000000007 217.52000000000004 92.100000000000023 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -8 10 -7 right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11 -12 leaf_value=0.0049653044115500746 -1.0418945007324218 1.4262019389016289 -0.0023619674046834313 0.97993213980538496 0.7395878368875255 -0.23362752746133242 0.25676452629971058 -0.42116568550919042 0.79818493631150988 0.062111014127731325 -0.70950322962394263 leaf_weight=8778 30 21 30 35 23 68 53 66 27 24 33 leaf_count=8778 30 21 30 35 23 68 53 66 27 24 33 internal_value=0 0.0102998 0.0070456 0.526566 0.00332329 0.00145192 0.0057091 0.00178522 0.439494 -0.302477 -0.389112 internal_weight=0 9158 9137 65 9072 9049 8924 8844 80 125 101 internal_count=9188 9158 9137 65 9072 9049 8924 8844 80 125 101 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=11 num_cat=0 split_feature=4 2 0 7 19 0 0 1 0 0 split_gain=334400 246236 151700 187705 121612 97922.7 481853 116518 77573.8 1039.03 threshold=1530.8125000000002 1211.5375000000001 806.46500000000003 1204.8925000000002 518.68250000000012 486.41000000000003 449.26500000000004 21.101500000000005 1295.4950000000001 1052.6300000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -4 right_child=-2 -3 8 -5 -6 7 -8 -9 -10 -11 leaf_value=0.0033669311781578844 1.2984468383789061 -0.85827726248538849 0.79157483610239898 -0.91884600850668818 0.73219194578087854 -0.055168794197471518 1.5572821559906007 -0.95696020209270971 -0.012531131744384765 0.69198574066162111 leaf_weight=8947 20 33 22 22 23 38 20 23 20 20 leaf_count=8947 20 33 22 22 23 38 20 23 20 20 internal_value=0 0.00397791 0.00709279 0.00372411 0.00596658 0.00411642 0.00683278 -0.395189 0.50006 0.744151 internal_weight=0 9168 9135 9073 9051 9028 8967 61 62 42 internal_count=9188 9168 9135 9073 9051 9028 8967 61 62 42 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=9 num_cat=1 split_feature=4 5 9 2 25 26 1 0 split_gain=327746 266658 165023 369723 204619 852584 132148 125937 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 1202.4650000000004 0 2022.5000000000002 1341.6425000000002 1205.5225000000003 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=-0.38024613440036775 1.2854624748229981 -1.1216239506857735 0.83464747428894048 -1.0858873015065347 0.0058691108153875043 1.2719771575927734 -0.80971677398681641 -0.76944567816598086 leaf_weight=64 20 21 24 31 8926 61 20 21 leaf_count=64 20 21 24 31 8926 61 20 21 internal_value=0 0.00393813 0.00652223 0.00434367 0.00806092 0.39448 0.00223181 0.00404933 internal_weight=0 9168 9147 9123 9092 125 8967 8947 internal_count=9188 9168 9147 9123 9092 125 8967 8947 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=17 num_cat=2 split_feature=4 9 25 24 0 19 4 0 0 1 0 1 3 3 3 5 split_gain=141011 153072 163130 289720 257499 212410 185447 382899 361198 173661 151462 140854 121771 89942.2 105701 85396.6 threshold=1205.5225000000003 1064.4750000000001 0 1 960.86250000000007 366.90000000000003 174.37500000000003 866.75000000000011 293.81250000000006 259.87500000000006 184.44910000000004 154.71744000000004 74.355000000000004 721.76691000000005 488.75250000000005 92.100000000000023 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 5 13 7 8 -5 12 11 15 -8 14 -4 -1 right_child=-2 -3 4 6 -6 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.31467044511437414 -0.63748263531261018 0.72785421916416715 -0.001210615551742879 -0.084391279544067152 1.1376151628494264 1.0307712931632995 0.52874796986579897 -1.2892516860961913 0.78261270803563732 1.1308942339897157 -1.0271592793320163 0.49769149208068847 -0.49289426136016845 -0.59994748411178589 0.6634413623809815 -0.9288107597112657 leaf_weight=240 36 28 7878 831 20 20 28 25 51 25 33 20 20 25 24 25 leaf_count=240 36 28 7878 831 20 20 28 25 51 25 33 20 20 25 24 25 internal_value=0 -0.010414 -0.0126451 -0.11614 0.00435683 0.00151027 -0.029523 -0.0688503 -0.0342584 0.45506 -0.374035 -0.311535 0.103064 -0.00108658 0.000808069 -0.372608 internal_weight=0 9293 9265 1298 7967 7947 980 907 882 73 318 285 48 7927 7902 265 internal_count=9329 9293 9265 1298 7967 7947 980 907 882 73 318 285 48 7927 7902 265 cat_boundaries=0 2 3 cat_threshold=16781568 1090519042 641 is_linear=0 shrinkage=0.01 Tree=626 num_leaves=14 num_cat=1 split_feature=8 0 2 2 4 0 5 25 4 3 3 8 4 split_gain=171393 838915 358135 231298 187590 220928 179251 131892 265588 99960.2 57941.6 32512.5 2597.44 threshold=466.8300000000001 51.395000000000003 1211.5375000000001 967.31750000000011 593.34250000000009 1219.7885000000003 47.808000000000007 0 449.64000000000004 575.22000000000014 65.050000000000011 657.00000000000011 967.31750000000011 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 6 3 4 5 7 11 8 -1 -9 12 -2 -6 right_child=1 -3 -4 -5 10 -7 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.1232874900311187 -0.023568272363571896 2.2306941699981691 -1.1079708628654481 1.0606451516449451 -0.22791815586388112 0.94626982053120923 0.75613194179534915 -0.00028256715874797007 1.0101080476670037 0.69058516337758025 -0.87996686901365007 -0.51385418917003434 -0.38222274565696718 leaf_weight=1336 21 20 30 20 24 24 20 7706 21 21 28 38 20 leaf_count=1336 21 20 30 20 24 24 20 7706 21 21 28 38 20 internal_value=0 0.401163 -0.0171446 -0.0135875 -0.0159279 -0.0119087 -0.0620095 -0.0144402 -0.104974 0.00159297 -0.524355 -0.339346 -0.298057 internal_weight=0 99 9230 9200 9180 9108 79 9084 1357 7727 72 59 44 internal_count=9329 99 9230 9200 9180 9108 79 9084 1357 7727 72 59 44 cat_boundaries=0 2 cat_threshold=17305856 16777218 is_linear=0 shrinkage=0.01 Tree=627 num_leaves=20 num_cat=2 split_feature=8 0 25 0 24 0 0 9 10 19 5 4 9 18 5 3 4 8 9 split_gain=167982 822220 227284 500010 452545 357669 339962 276318 219951 209839 175684 152780 111807 86102.7 80890.4 78457.5 62230.2 31865.5 559.646 threshold=466.8300000000001 51.395000000000003 0 929.87500000000011 1 960.86250000000007 375.58250000000004 329.45298000000008 251.25000000000003 366.90000000000003 47.808000000000007 709.65000000000009 411.81600000000003 117.89750000000002 449.64000000000004 593.34250000000009 543.33000000000004 657.00000000000011 557.67000000000019 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 10 3 4 6 9 7 8 -1 11 17 12 15 14 16 -4 -6 -2 -14 right_child=1 -3 5 -5 13 -7 -8 -9 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 leaf_value=-0.080947702125303056 -0.023332595825195312 2.2083872928619388 -0.002443724345425319 -1.3935671257972717 -0.31089890633742823 1.3032723826453798 1.1166322748122677 1.1496580187479655 0.99498667144775399 1.0196152291297913 0.74857063102722166 -0.7569272660546833 -0.53151993079618975 -0.95649870265613901 -0.89256747100664224 0.54775869488716122 0.2608925438523293 -0.50871564570226169 -0.46169370810190835 leaf_weight=380 21 20 8147 32 394 21 31 21 20 20 20 27 22 22 23 26 20 38 24 leaf_count=380 21 20 8147 32 394 21 31 21 20 20 20 27 22 22 23 26 20 38 24 internal_value=0 0.397151 -0.0169731 -0.163216 -0.12179 -0.000134675 0.103675 0.0315497 -0.027151 -0.00344618 -0.0613894 -0.00592753 -0.00346044 -0.338696 -0.315344 -0.000693417 -0.283276 -0.335952 -0.495089 internal_weight=0 99 9230 943 911 8287 452 421 400 8266 79 8246 8219 459 437 8173 414 59 46 internal_count=9329 99 9230 943 911 8287 452 421 400 8266 79 8246 8219 459 437 8173 414 59 46 cat_boundaries=0 2 3 cat_threshold=16777472 16777216 1372 is_linear=0 shrinkage=0.01 Tree=628 num_leaves=16 num_cat=1 split_feature=8 0 2 2 25 10 10 7 8 0 10 3 8 1 7 split_gain=164639 805858 350376 227340 166808 167256 279068 202981 190894 161085 135188 122343 119549 114914 102102 threshold=466.8300000000001 51.395000000000003 1211.5375000000001 967.31750000000011 0 67.800000000000011 219.79500000000002 548.95500000000004 96.632500000000022 715.87500000000011 523.74000000000012 593.34250000000009 1211.5375000000001 390.72000000000008 82.90000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=2 12 3 4 5 7 -7 8 -1 11 -8 13 14 -6 -2 right_child=1 -3 -4 -5 9 6 10 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.13978131156216222 -0.16682031740461079 2.18630334854126 -1.0957487837473552 1.0517176920771598 0.0015457999522805455 1.0154784889782176 -0.55451361742886629 0.6431794895324856 -0.78871676531560886 0.85747276826338337 0.32036793156674037 0.76279201405388974 -0.70726859966913869 -0.48928068379561107 0.69087318752122973 leaf_weight=1276 35 20 30 20 7629 34 33 32 47 22 38 21 21 48 23 leaf_count=1276 35 20 30 20 7629 34 33 32 47 22 38 21 21 48 23 internal_value=0 0.39318 -0.0168034 -0.0132851 -0.0156054 -0.11323 0.270489 -0.1438 -0.162835 0.00300006 -0.0862672 0.000561973 -0.0607755 -0.00152306 0.1733 internal_weight=0 99 9230 9200 9180 1460 105 1355 1323 7720 71 7698 79 7677 58 internal_count=9329 99 9230 9200 9180 1460 105 1355 1323 7720 71 7698 79 7677 58 cat_boundaries=0 2 cat_threshold=17305856 1090519042 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=14 num_cat=0 split_feature=8 0 2 2 4 0 5 13 13 3 10 8 4 split_gain=161363 789822 343403 222816 182837 216743 171866 129244 158577 57372.2 32052.4 30818.5 2584.72 threshold=466.8300000000001 51.395000000000003 1211.5375000000001 967.31750000000011 593.34250000000009 1219.7885000000003 47.808000000000007 177.35000000000002 112.80000000000003 65.050000000000011 166.11250000000004 657.00000000000011 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 5 7 11 8 -1 12 -9 -2 -6 right_child=1 -3 -4 -5 9 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.01234923990718762 -0.024290045783633279 2.1644404106140138 -1.084791301091512 1.0412004563808441 -0.22224325788517793 0.93757965405782062 0.74094369506835933 -0.3999528131009924 0.58946662783622739 -0.8712537976673671 -0.0085014189206636878 -0.50163260215207151 -0.37616931152343752 leaf_weight=8907 21 20 30 20 24 24 20 107 44 28 26 38 20 leaf_count=8907 21 20 30 20 24 24 20 107 44 28 26 38 20 internal_value=0 0.389248 -0.0166354 -0.0131522 -0.0154493 -0.0114814 -0.0601678 -0.0139888 -0.00939092 -0.517393 -0.323428 -0.331731 -0.29221 internal_weight=0 99 9230 9200 9180 9108 79 9084 8951 72 133 59 44 internal_count=9329 99 9230 9200 9180 9108 79 9084 8951 72 133 59 44 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=10 num_cat=0 split_feature=4 3 1 2 1 18 11 10 1 split_gain=297863 307030 421551 297022 179390 183972 385180 142414 33305.5 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 1202.4650000000004 665.43750000000011 362.77500000000003 2.3125000000000004 1144.97 904.12500000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=-0.00050864773869322365 1.1875611514136906 -0.9982805530871115 1.2701143154731163 -1.1399852628293246 -0.91864866302126924 -0.098119462843864191 1.6818857417106627 -0.84528752517700201 -0.37844524116516115 leaf_weight=8998 21 31 26 23 21 31 20 20 25 leaf_count=8998 21 31 26 23 21 31 20 20 25 internal_value=0 -0.00476158 -0.0014007 -0.00501849 -0.00215461 0.0010049 0.599922 -0.00238219 -0.62506 internal_weight=0 9195 9164 9138 9115 9069 51 9018 46 internal_count=9216 9195 9164 9138 9115 9069 51 9018 46 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=12 num_cat=1 split_feature=3 5 2 25 4 3 16 7 0 0 3 split_gain=293305 708363 181551 147082 233262 354803 140382 188871 386399 235313 102655 threshold=1205.5225000000003 1435.0600000000002 1120.4650000000004 0 589.71000000000015 593.34250000000009 451.12500000000006 9.3175000000000008 210.75000000000003 133.08750000000001 456.25000000000006 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 8 -1 -9 -5 right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11 -12 leaf_value=0.078954008410884777 -0.89058124467327793 1.8814770684242248 -0.82134380411218721 -0.012158329148643652 -0.81742582884927584 1.3195909495353697 0.85481280097961432 -0.0057151067070662981 0.78993673088971306 -0.97381295035867133 -0.71223574638366705 leaf_weight=759 37 20 27 8056 36 20 25 96 85 34 21 leaf_count=759 37 20 27 8056 36 20 25 96 85 34 21 internal_value=0 0.00155747 -0.0025476 -0.000126721 -0.014238 -0.0106845 0.113759 0.095906 0.150558 -0.25891 -0.0139785 internal_weight=0 9179 9159 9132 8133 8097 999 974 844 130 8077 internal_count=9216 9179 9159 9132 8133 8097 999 974 844 130 8077 cat_boundaries=0 2 cat_threshold=8448 16842752 is_linear=0 shrinkage=0.01 Tree=632 num_leaves=10 num_cat=0 split_feature=4 3 1 1 0 18 11 10 13 split_gain=292598 295506 412460 234183 211954 181337 376859 138453 121924 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 665.43750000000011 44.590000000000011 362.77500000000003 2.3125000000000004 1144.97 464.11500000000007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 leaf_value=-9.3918385683925394e-05 1.1770418112618584 -0.97939191737482634 1.2563293589078464 -0.14001472813742502 -1.4878839035034179 -0.097143487776479423 1.6635300030708313 -0.83575876235961921 -0.50027844253851439 leaf_weight=8970 21 31 26 28 20 31 20 20 49 leaf_count=8970 21 31 26 28 20 31 20 20 49 internal_value=0 -0.00469677 -0.00139957 -0.00497814 -0.701627 -0.00129946 0.593317 -0.00465442 -0.00281141 internal_weight=0 9195 9164 9138 48 9090 51 9039 9019 internal_count=9216 9195 9164 9138 48 9090 51 9039 9019 is_linear=0 shrinkage=0.01 Tree=633 num_leaves=10 num_cat=0 split_feature=4 3 1 2 1 18 11 10 1 split_gain=286775 289625 404252 286718 171890 176366 369360 136788 32880.8 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 1202.4650000000004 665.43750000000011 362.77500000000003 2.3125000000000004 715.87500000000011 904.12500000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=0.00019535254572159333 1.1652714029947917 -0.96959800154932085 1.2437660510723407 -1.1200349608711575 -0.90357052621387302 -0.096172055275209486 1.6468947181701661 -0.60104689883558371 -0.36682246742248537 leaf_weight=8980 21 31 26 23 21 31 20 38 25 leaf_count=8980 21 31 26 23 21 31 20 38 25 internal_value=0 -0.0046498 -0.00138557 -0.00492835 -0.00211459 0.000978172 0.587384 -0.00233816 -0.61186 internal_weight=0 9195 9164 9138 9115 9069 51 9018 46 internal_count=9216 9195 9164 9138 9115 9069 51 9018 46 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=10 num_cat=0 split_feature=4 3 1 1 0 18 16 10 13 split_gain=281068 283862 396207 225362 207609 174190 174580 133739 119346 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 665.43750000000011 44.590000000000011 362.77500000000003 40.213800000000006 1144.97 464.11500000000007 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 right_child=-2 -3 -4 4 -6 6 -8 -9 -10 leaf_value=-5.8560974657153476e-05 1.1536186763218472 -0.95990201360756344 1.2313283846928524 -0.13245432036263602 -1.4664366025924682 0.092000538508097321 1.280808530080886 -0.82139067840576174 -0.4949262809753418 leaf_weight=8970 21 31 26 28 20 30 21 20 49 leaf_count=8970 21 31 26 28 20 30 21 20 49 internal_value=0 -0.0046033 -0.00137172 -0.00487907 -0.68828 -0.00127035 0.58151 -0.00455852 -0.00274716 internal_weight=0 9195 9164 9138 48 9090 51 9039 9019 internal_count=9216 9195 9164 9138 48 9090 51 9039 9019 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=13 num_cat=2 split_feature=2 5 4 25 24 26 1 2 2 5 26 2 split_gain=249620 251041 211029 178793 804400 309598 116317 110540 270129 100324 36799.6 21010 threshold=1279.9550000000002 1341.6425000000002 1120.4650000000004 0 1 2022.5000000000002 1341.6425000000002 569.59500000000014 438.71000000000009 47.808000000000007 2022.5000000000002 47.808000000000007 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 -5 11 -9 -6 right_child=-2 -3 -4 6 9 -7 -8 10 -10 -11 -12 -13 leaf_value=0.45501394931826805 -0.90754987239837648 1.0495479774475098 -0.7947386805216472 -0.0012994338954957058 -0.27465615354006806 1.5029033180519387 -0.74550918987819137 -0.78564981369745168 0.85496062098322678 0.41816358407338461 -0.2398463093439738 0.069360891342163083 leaf_weight=59 30 23 33 8702 158 54 21 21 37 27 30 20 leaf_count=59 30 23 33 8702 158 54 21 21 37 27 30 20 internal_value=0 0.00611583 0.00349643 0.00638194 0.235624 0.87807 -0.00215666 -0.000383182 0.00232588 -0.142875 -0.464589 -0.236003 internal_weight=0 9185 9162 9129 318 113 8811 8790 8739 205 51 178 internal_count=9215 9185 9162 9129 318 113 8811 8790 8739 205 51 178 cat_boundaries=0 1 2 cat_threshold=17309696 51 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=10 num_cat=2 split_feature=0 3 5 0 5 0 25 24 5 split_gain=242828 272848 637277 215171 165334 109141 128911 247190 85829.1 threshold=1587.2775000000001 721.76691000000005 1341.6425000000002 1165.3425000000004 67.800000000000011 831.91125000000011 0 1 410.11250000000001 decision_type=2 2 2 2 2 2 9 1 2 left_child=1 2 3 5 -3 6 7 -1 -8 right_child=-2 4 -4 -5 -6 -7 8 -9 -10 leaf_value=0.21246239383916307 -1.0231161615122919 -0.22072710336865606 1.7932915444374085 1.0423838758468629 -1.2612785237569075 -0.61936004638671871 -0.018451215320816523 -0.0054404189817354254 0.50067126788198946 leaf_weight=792 23 37 20 20 26 28 6746 1491 32 leaf_count=792 23 37 20 20 26 28 6746 1491 32 internal_value=0 0.00567772 0.0102037 0.00628872 -0.650161 0.00400883 0.00593515 0.0707496 -0.0159768 internal_weight=0 9192 9129 9109 63 9089 9061 2283 6778 internal_count=9215 9192 9129 9109 63 9089 9061 2283 6778 cat_boundaries=0 3 4 cat_threshold=19407104 150995074 201329152 75 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=13 num_cat=2 split_feature=2 5 4 25 24 26 1 2 2 5 26 2 split_gain=243509 240038 205998 174525 787806 303398 113398 108192 264419 98645.7 36103.8 20644.7 threshold=1279.9550000000002 1341.6425000000002 1120.4650000000004 0 1 2022.5000000000002 1341.6425000000002 569.59500000000014 438.71000000000009 47.808000000000007 2022.5000000000002 47.808000000000007 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 -5 11 -9 -6 right_child=-2 -3 -4 6 9 -7 -8 10 -10 -11 -12 -13 leaf_value=0.44972326886855951 -0.89639299011230467 1.0263283999069877 -0.78520426287795564 -0.0012831766758447157 -0.27242259004448033 1.4870675221195928 -0.73609289986746651 -0.7776367496308827 0.84587978156837251 0.41456378583554865 -0.23701781368255617 0.068590240478515627 leaf_weight=59 30 23 33 8702 158 54 21 21 37 27 30 20 leaf_count=59 30 23 33 8702 158 54 21 21 37 27 30 20 internal_value=0 0.00601893 0.00345758 0.00630848 0.232797 0.86858 -0.00212759 -0.000376514 0.00230362 -0.141757 -0.459626 -0.234107 internal_weight=0 9185 9162 9129 318 113 8811 8790 8739 205 51 178 internal_count=9215 9185 9162 9129 318 113 8811 8790 8739 205 51 178 cat_boundaries=0 1 2 cat_threshold=17309696 51 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=16 num_cat=2 split_feature=2 5 4 25 24 3 0 2 0 0 0 14 1 1 4 split_gain=238663 235262 203058 203835 639895 630089 195136 236564 761223 133185 347466 138090 111716 74273.4 34760.6 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 0 1 231.15000000000003 381.31500000000005 98.25500000000001 1081.6425000000002 210.75000000000003 232.70000000000002 460.42500000000007 433.55000000000007 10.942500000000003 1013.1050000000001 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 12 9 8 -8 11 -11 -5 -6 14 -4 right_child=-2 -3 13 6 5 -7 7 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.79970365191760817 -0.88742908223470052 1.0160650723913442 -0.045224182553913285 -0.0046638588564394193 -0.18097488277264542 1.6991131496429444 -0.13114480367728643 0.36041825126199167 -2.0892043641897349 1.5322896986007692 0.10038022608370394 0.71164844866152166 0.57382458278111048 -1.037855009351458 -0.59501131057739254 leaf_weight=123 30 23 23 8333 296 20 84 34 26 20 111 27 21 21 23 leaf_count=123 30 23 23 8333 296 20 84 34 26 20 111 27 21 21 23 internal_value=0 0.00595874 0.003423 0.00746365 0.210265 -0.0217175 -0.00357926 -0.36862 -0.593959 0.0026073 0.318992 -0.00235041 -0.130972 -0.54508 -0.320118 internal_weight=0 9185 9162 9095 460 337 8635 144 110 8491 131 8360 317 67 46 internal_count=9215 9185 9162 9095 460 337 8635 144 110 8491 131 8360 317 67 46 cat_boundaries=0 2 3 cat_threshold=17309696 134283264 19 is_linear=0 shrinkage=0.01 Tree=639 num_leaves=13 num_cat=0 split_feature=2 5 4 8 11 11 1 10 5 8 1 4 split_gain=233918 230576 199024 133804 146063 142916 293610 163994 131868 151814 72795.4 34068.8 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 515.18500000000006 947.25000000000011 282.37500000000006 47.808000000000007 636.15000000000009 237.07500000000002 721.76691000000005 10.942500000000003 1013.1050000000001 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 -5 11 -4 right_child=-2 -3 10 8 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=0.0047277433649787586 -0.87855475997924803 1.0059043411586597 -0.044771936095279193 1.3555599843888055 -0.79194044849146961 0.086031433790922165 1.4741282620429994 -0.70152740924647361 -0.25807669162750246 0.2613275311514735 -1.0274764433361236 -0.58906119263690448 leaf_weight=8882 30 23 23 21 23 64 20 33 20 32 21 23 leaf_count=8882 30 23 23 21 23 64 20 33 20 32 21 23 internal_value=0 0.00590786 0.0033975 0.00739781 0.00394761 0.00598177 0.416531 0.00211345 0.433804 0.694891 -0.539629 -0.316917 internal_weight=0 9185 9162 9095 9022 8999 84 8915 73 53 67 46 internal_count=9215 9185 9162 9095 9022 8999 84 8915 73 53 67 46 is_linear=0 shrinkage=0.01 Tree=640 num_leaves=12 num_cat=0 split_feature=3 3 1 0 1 13 13 5 4 4 26 split_gain=220318 773457 175260 274846 221255 166433 451869 290075 196161 69646.5 15634 threshold=721.76691000000005 561.85750000000019 1272.8850000000002 831.91125000000011 66.112500000000011 548.95500000000004 874.60000000000014 1164.6975000000002 1164.6975000000002 378.05000000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 10 -2 right_child=9 -3 -4 4 -6 6 -8 -9 -10 -11 -12 leaf_value=0.01196558044553387 -0.54272962957620619 1.8854275478016245 0.82798709649306079 -0.23230945135417738 -1.5317407999038697 1.5677329651514689 -0.37277662153045332 -1.1959106431007385 -0.97949958181381225 -0.97142152696847917 -0.18840494849465109 leaf_weight=8930 20 22 26 38 20 24 24 20 20 24 33 leaf_count=8930 20 22 26 38 20 24 24 20 20 24 33 internal_value=0 0.0126664 0.0081398 0.00579119 -0.680389 0.0102044 0.597478 0.00706181 0.00975002 -0.524494 -0.322112 internal_weight=0 9124 9102 9076 58 9018 48 8970 8950 77 53 internal_count=9201 9124 9102 9076 58 9018 48 8970 8950 77 53 is_linear=0 shrinkage=0.01 Tree=641 num_leaves=12 num_cat=0 split_feature=3 3 1 0 1 13 13 5 2 2 3 split_gain=215934 758065 171772 269376 216852 163121 442877 284303 131005 105488 11013.7 threshold=721.76691000000005 561.85750000000019 1272.8850000000002 831.91125000000011 66.112500000000011 548.95500000000004 874.60000000000014 1164.6975000000002 1120.4650000000004 437.62500000000006 947.25000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 10 -2 right_child=9 -3 -4 4 -6 6 -8 -9 -10 -11 -12 leaf_value=0.0077105372883041444 -0.95916888395945232 1.8665732609141958 0.81970726159902729 -0.22998635743793688 -1.5164234066009521 1.5520556831359864 -0.36904885699351631 -1.1839515330791475 0.7633933092200238 -0.00086194680287287793 -0.66057519503434503 leaf_weight=8927 21 22 26 38 20 24 24 20 23 26 30 leaf_count=8927 21 22 26 38 20 24 24 20 23 26 30 internal_value=0 0.0125397 0.0080584 0.00573327 -0.673585 0.0101024 0.591503 0.00699119 0.00965252 -0.51925 -0.783526 internal_weight=0 9124 9102 9076 58 9018 48 8970 8950 77 51 internal_count=9201 9124 9102 9076 58 9018 48 8970 8950 77 51 is_linear=0 shrinkage=0.01 Tree=642 num_leaves=9 num_cat=0 split_feature=4 5 1 0 26 10 2 19 split_gain=176450 591145 187918 296501 278099 251859 131108 131405 threshold=1265.0725000000002 1374.9750000000004 1236.1260000000004 831.91125000000011 2022.5000000000002 1064.4750000000001 1120.4650000000004 518.68250000000012 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.0049187401242251688 0.73792614301045734 -1.5957896707368935 0.77438396871089932 -1.3749009450276695 0.0240244667618363 1.1321911296844482 0.71785682384784411 0.81638946723937988 leaf_weight=8990 33 23 32 30 27 20 26 20 leaf_count=8990 33 23 32 30 27 20 26 20 internal_value=0 0.00538112 0.00940812 0.00672194 -0.712252 0.0112473 0.00876622 0.00672001 internal_weight=0 9168 9145 9113 57 9056 9036 9010 internal_count=9201 9168 9145 9113 57 9056 9036 9010 is_linear=0 shrinkage=0.01 Tree=643 num_leaves=12 num_cat=0 split_feature=3 3 1 0 1 13 13 5 4 6 3 split_gain=212270 742039 165532 258048 212494 159521 434135 273898 195115 75649.1 22355.1 threshold=721.76691000000005 561.85750000000019 1272.8850000000002 831.91125000000011 66.112500000000011 548.95500000000004 874.60000000000014 1164.6975000000002 1164.6975000000002 159.56250000000003 1295.4950000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 -7 8 -1 10 -2 right_child=9 -3 -4 4 -6 6 -8 -9 -10 -11 -12 leaf_value=0.011646034679224367 -0.48050585256682504 1.8466720468347724 0.80467791410592882 -0.22013772211576765 -1.4935844113826753 1.5358750788370767 -0.36617431412140528 -1.1621231107711791 -0.97717229843139652 -1.0440677385330199 -0.069957044592925482 leaf_weight=8930 36 22 26 38 20 24 24 20 20 20 21 leaf_count=8930 36 22 26 38 20 24 24 20 20 20 21 internal_value=0 0.0123408 0.00790713 0.00562462 -0.659257 0.00990086 0.58485 0.00682421 0.00943638 -0.514918 -0.329251 internal_weight=0 9124 9102 9076 58 9018 48 8970 8950 77 57 internal_count=9201 9124 9102 9076 58 9018 48 8970 8950 77 57 is_linear=0 shrinkage=0.01 Tree=644 num_leaves=9 num_cat=0 split_feature=12 5 1 0 26 10 2 3 split_gain=208296 263620 223198 198343 283749 180660 148287 136913 threshold=1206.0675000000003 1530.8125000000002 1236.1260000000004 831.91125000000011 2022.5000000000002 1064.4750000000001 1120.4650000000004 721.76691000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.0069965935205639632 -0.96402266545729209 1.1570130219459533 0.84137440323829649 -1.206919755935669 0.21494822006225586 0.93488729749407085 0.72022668937156942 -0.50276108332962355 leaf_weight=8967 22 20 32 32 25 21 29 53 leaf_count=8967 22 20 32 32 25 21 29 53 internal_value=0 0.0101784 0.00767415 0.00475113 -0.583293 0.00844667 0.00629668 0.00400134 internal_weight=0 9179 9159 9127 57 9070 9049 9020 internal_count=9201 9179 9159 9127 57 9070 9049 9020 is_linear=0 shrinkage=0.01 Tree=645 num_leaves=9 num_cat=1 split_feature=5 5 1 2 2 6 25 3 split_gain=467585 998522 222126 190653 276616 154291 132728 83722.1 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 422.52500000000009 0 299.39250000000004 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.21107726774885505 -1.4931844852084206 2.0816945876245914 -1.0318035984039307 0.94957041059221536 -0.8238875991542165 -0.51545189758826948 -0.0031992130019702337 0.15168703794479371 leaf_weight=289 21 23 21 21 41 87 8707 24 leaf_count=289 21 23 21 21 41 87 8707 24 internal_value=0 0.000693957 -0.00451421 -0.00216138 -0.00434616 -0.000656557 0.00391558 -0.371206 internal_weight=0 9213 9190 9169 9148 9107 8996 111 internal_count=9234 9213 9190 9169 9148 9107 8996 111 cat_boundaries=0 2 cat_threshold=8320 67174400 is_linear=0 shrinkage=0.01 Tree=646 num_leaves=9 num_cat=0 split_feature=5 5 1 2 2 8 8 8 split_gain=458282 978650 217706 186858 271112 170144 153911 26590.8 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 569.59500000000014 462.80000000000007 911.47500000000014 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=0.0010545083957511578 -1.4782526686078026 2.0608776503023893 -1.0214855834415981 0.94007469722202841 -0.81564872520725906 -0.29963955163955691 0.85815092540922622 -0.70126646424041073 leaf_weight=9020 21 23 21 21 41 32 21 34 leaf_count=9020 21 23 21 21 41 32 21 34 internal_value=0 0.000689273 -0.0044668 -0.0021375 -0.00430043 -0.000647709 0.00304533 -0.506538 internal_weight=0 9213 9190 9169 9148 9107 9041 66 internal_count=9234 9213 9190 9169 9148 9107 9041 66 is_linear=0 shrinkage=0.01 Tree=647 num_leaves=9 num_cat=0 split_feature=5 5 1 2 2 8 8 8 split_gain=449162 959175 213374 183140 265717 166771 162894 26665.3 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 561.85750000000019 462.80000000000007 911.47500000000014 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=0.0010439632553545274 -1.4634700900032409 2.0402688821502357 -1.0112707351502919 0.93067394256591796 -0.80749223121782632 -0.29521593527360396 0.90452516460418708 -0.69425379896865169 leaf_weight=9020 21 23 21 21 41 33 20 34 leaf_count=9020 21 23 21 21 41 33 20 34 internal_value=0 0.00068238 -0.00442213 -0.00211612 -0.00425742 -0.000641232 0.00304282 -0.497713 internal_weight=0 9213 9190 9169 9148 9107 9040 67 internal_count=9234 9213 9190 9169 9148 9107 9040 67 is_linear=0 shrinkage=0.01 Tree=648 num_leaves=9 num_cat=1 split_feature=5 5 1 2 2 6 25 3 split_gain=440224 940087 209128 179495 260429 150756 130086 82129.4 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 422.52500000000009 0 299.39250000000004 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.20897356894502672 -1.4488353746277947 2.0198662548738979 -1.0011580149332684 0.92136723563784639 -0.79941732331020077 -0.50978263069843421 -0.0031589813887439623 0.15098026037216186 leaf_weight=289 21 23 21 21 41 87 8707 24 leaf_count=289 21 23 21 21 41 87 8707 24 internal_value=0 0.000675556 -0.00437791 -0.00209496 -0.00421485 -0.00063482 0.00388464 -0.366915 internal_weight=0 9213 9190 9169 9148 9107 8996 111 internal_count=9234 9213 9190 9169 9148 9107 8996 111 cat_boundaries=0 2 cat_threshold=8320 67174400 is_linear=0 shrinkage=0.01 Tree=649 num_leaves=9 num_cat=0 split_feature=5 5 1 2 2 8 8 8 split_gain=431465 921377 204967 175923 255248 163200 159730 26076 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 561.85750000000019 462.80000000000007 911.47500000000014 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=0.0010388428837333511 -1.4343470817520507 1.9996674931567648 -0.9911464255196708 0.91215350923084071 -0.79142314422421334 -0.29210042664498992 0.89569992256164555 -0.6867047513057204 leaf_weight=9020 21 23 21 21 41 33 20 34 leaf_count=9020 21 23 21 21 41 33 20 34 internal_value=0 0.000671034 -0.00433189 -0.00207177 -0.00417045 -0.000626212 0.00301818 -0.492347 internal_weight=0 9213 9190 9169 9148 9107 9040 67 internal_count=9234 9213 9190 9169 9148 9107 9040 67 is_linear=0 shrinkage=0.01 Tree=650 num_leaves=12 num_cat=2 split_feature=1 1 4 10 25 24 9 13 13 4 13 split_gain=207957 402780 316384 240658 142560 581691 257756 125866 117745 37681.7 24.9248 threshold=1422.3575000000001 1094.8600000000004 1341.6425000000002 1064.4750000000001 0 1 85.544000000000025 411.81600000000003 112.80000000000003 66.112500000000011 709.65000000000009 decision_type=2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -9 right_child=-2 -3 -4 -5 7 9 -8 10 -10 -11 -12 leaf_value=0.56924168821523391 -0.94715389334637179 1.3265897253285284 -1.2547755341529847 1.0259629423721977 -0.0096344309953340836 -0.20667702298453186 -0.55753493612462823 -0.52338769445419309 0.3389916526571829 0.20751636500159901 -0.53816568996225089 leaf_weight=263 23 23 20 23 8456 259 22 25 98 24 21 leaf_count=263 23 23 20 23 8456 259 22 25 98 24 21 internal_value=0 0.00490311 0.00160284 0.00433677 0.00177379 0.153799 0.465915 -0.00843597 -0.00564035 -0.165696 -0.530134 internal_weight=0 9234 9211 9191 9168 568 285 8600 8554 283 46 internal_count=9257 9234 9211 9191 9168 568 285 8600 8554 283 46 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3603 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=12 num_cat=2 split_feature=1 1 4 10 25 24 9 13 1 5 13 split_gain=203819 394765 310088 235869 139723 570115 252627 123362 116480 74321.4 24.4289 threshold=1422.3575000000001 1094.8600000000004 1341.6425000000002 1064.4750000000001 0 1 85.544000000000025 411.81600000000003 488.75250000000005 74.355000000000004 709.65000000000009 decision_type=2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -9 right_child=-2 -3 -4 -5 7 9 -8 10 -10 -11 -12 leaf_value=0.56354927415403577 -0.93768238316411556 1.3133237681181535 -1.2422277894020082 1.0157033472475798 -0.0089116192542380915 -0.12514655566374161 -0.55195958375930787 -0.5181538188934327 0.40362315101252089 -0.75749616103619333 -0.53278403967618948 leaf_weight=263 23 23 20 23 8485 263 22 25 69 20 21 leaf_count=263 23 23 20 23 8485 263 22 25 69 20 21 internal_value=0 0.00485408 0.00158681 0.0042934 0.00175605 0.152261 0.461255 -0.00835161 -0.00558395 -0.164039 -0.524833 internal_weight=0 9234 9211 9191 9168 568 285 8600 8554 283 46 internal_count=9257 9234 9211 9191 9168 568 285 8600 8554 283 46 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3603 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=10 num_cat=0 split_feature=1 1 4 10 16 16 5 12 16 split_gain=199763 386909 303918 231175 121488 139212 192894 63214.3 32213.7 threshold=1422.3575000000001 1094.8600000000004 1341.6425000000002 1064.4750000000001 95.460000000000008 67.800000000000011 992.8900000000001 256.61250000000007 582.96000000000015 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=0.0070893813426796438 -0.92830555708512019 1.3001905352136365 -1.2298055434226991 1.0055462729412576 -0.28524211769349112 0.83982556176185608 -0.85549332057340788 0.24408550071716309 -0.69061841090520215 leaf_weight=8971 23 23 20 23 107 20 26 20 24 leaf_count=8971 23 23 20 23 107 20 26 20 24 internal_value=0 0.00480554 0.00157094 0.00425047 0.00173849 0.00644921 0.00459664 -0.279563 -0.35951 internal_weight=0 9234 9211 9191 9168 9017 8997 151 131 internal_count=9257 9234 9211 9191 9168 9017 8997 151 131 is_linear=0 shrinkage=0.01 Tree=653 num_leaves=11 num_cat=2 split_feature=12 10 2 20 25 24 6 2 5 13 split_gain=185129 378193 166960 159281 111629 647520 226919 207607 129727 123257 threshold=1279.9550000000002 1064.4750000000001 1530.8125000000002 464.11500000000007 0 1 14.013000000000002 1052.6300000000003 66.112500000000011 411.81600000000003 decision_type=2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 -6 right_child=-2 -3 -4 -5 7 8 -8 -9 -10 -11 leaf_value=0.58050384350883688 -0.95860333275794984 1.3141098976135255 0.91409722086787226 -0.87048139935448066 -0.0025475561347468208 -0.14258017379045487 -0.33913544193903605 -1.0252944617271422 -0.94171828359365461 -0.53318237094039267 leaf_weight=254 20 22 20 21 8539 265 30 20 22 44 leaf_count=254 20 22 20 21 8539 265 30 20 22 44 internal_value=0 0.00454315 0.00141668 -0.000568487 0.00142281 0.135581 0.466918 -0.00763027 -0.196975 -0.00526781 internal_weight=0 9237 9215 9195 9174 571 284 8603 287 8583 internal_count=9257 9237 9215 9195 9174 571 284 8603 287 8583 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3603 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=13 num_cat=0 split_feature=0 0 10 13 13 13 4 4 6 8 14 13 split_gain=194963 278702 308497 180671 241785 259756 127131 185829 140490 68679.1 6062.69 15954.1 threshold=1374.9750000000004 1052.6300000000003 1064.4750000000001 218.29500000000002 112.80000000000003 166.40250000000003 644.32500000000016 457.74500000000006 67.800000000000011 190.53000000000003 130.94000000000003 603.77750000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 10 11 -5 right_child=-2 -3 -4 9 5 -7 8 -9 -10 -11 -12 -13 leaf_value=0.00086910716259872554 0.82108342663995149 -1.0545492324829102 1.1854824499650436 -0.22799415811579277 1.3654257624237627 0.023790886017584029 -0.69942867225876049 0.6756491754113173 0.28947012596577404 -0.91865210169837586 -0.13392852623902615 -0.56521083354949953 leaf_weight=8902 29 25 22 47 27 31 51 41 20 21 21 20 leaf_count=8902 29 25 22 47 27 31 51 41 20 21 21 20 internal_value=0 -0.000135055 0.00272927 -0.000104909 0.0047576 0.648345 0.00061648 0.0039627 -0.420866 -0.404809 -0.282187 -0.328656 internal_weight=0 9228 9203 9181 9072 58 9014 8943 71 109 88 67 internal_count=9257 9228 9203 9181 9072 58 9014 8943 71 109 88 67 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=13 num_cat=1 split_feature=5 25 1 4 2 26 2 2 2 10 3 26 split_gain=476832 240136 244267 280540 202579 243567 200810 174894 318073 175062 146246 91027 threshold=1374.9750000000004 0 1209.1250000000002 1295.4950000000001 85.544000000000025 2022.5000000000002 1060.8750000000002 437.62500000000006 515.86500000000012 911.47500000000014 241.87500000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 6 10 -6 7 9 -9 -3 11 -1 right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.21192762218661362 -1.5135666889129649 0.0019912607597574925 0.87839298486709594 -1.151318898428054 1.144497646635229 -0.32727298487787665 -0.87163854782397931 1.3828238340524528 0.032454476716383449 0.9161377839194168 0.47307266257025982 -0.53373519091746391 leaf_weight=182 21 8608 32 21 22 23 26 26 53 21 22 170 leaf_count=182 21 8608 32 21 22 23 26 26 53 21 22 170 internal_value=0 -0.0049886 0.00628867 0.00310827 -0.236006 0.392259 0.00588397 0.00850404 0.47688 0.00421598 -0.31791 -0.367346 internal_weight=0 9206 8787 8755 419 45 8734 8708 79 8629 374 352 internal_count=9227 9206 8787 8755 419 45 8734 8708 79 8629 374 352 cat_boundaries=0 2 cat_threshold=17301632 17891328 is_linear=0 shrinkage=0.01 Tree=656 num_leaves=12 num_cat=0 split_feature=5 0 4 0 0 3 3 3 3 0 0 split_gain=467343 372538 156208 191134 244390 102542 93738.6 394542 153738 59433 15537 threshold=1374.9750000000004 1374.9750000000004 1374.9750000000004 486.41000000000003 449.26500000000004 85.544000000000025 593.34250000000009 817.62000000000012 492.37500000000006 960.86250000000007 715.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 -8 -1 10 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.0047923133202006293 -1.4984310031504859 1.1679731835259333 -0.83147007403166395 -0.54137656738883577 1.0512938586148348 0.17647415193644439 1.5450558061599731 -0.1318942763767344 -0.88252049970626834 -1.0109708007176716 -0.20244784954048339 leaf_weight=8942 21 27 23 38 22 22 20 47 20 24 21 leaf_count=8942 21 27 23 38 22 22 20 47 20 24 21 internal_value=0 -0.00493872 -0.00838884 -0.00632124 -0.00140015 -0.43052 -0.00396513 0.368688 -0.00675109 -0.59141 -0.420741 internal_weight=0 9206 9179 9156 9051 105 9029 67 8962 83 59 internal_count=9227 9206 9179 9156 9051 105 9029 67 8962 83 59 is_linear=0 shrinkage=0.01 Tree=657 num_leaves=15 num_cat=1 split_feature=5 25 2 26 9 11 2 3 1 26 1 1 9 26 split_gain=458043 217475 253143 269120 218470 767587 316207 174986 166072 129576 125745 307186 69607.3 39727.6 threshold=1374.9750000000004 0 85.544000000000025 2022.5000000000002 466.8300000000001 67.800000000000011 1120.4650000000004 174.80000000000004 1272.8850000000002 2022.5000000000002 497.97750000000002 438.04750000000007 728.43750000000011 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 6 12 8 9 10 -1 11 -3 -6 -12 right_child=-2 4 3 -5 5 -7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.22842187333824043 -1.483446698075249 0.0013211202396106072 1.2975604268312455 -0.30520915985107422 0.29099842457544234 2.2131802223026753 -1.0423159089581719 0.5258587462902069 0.83432152748107913 -0.67777930035345979 -0.15501241500561055 1.1114028358459473 -0.48995765333175662 -0.67106074326378962 leaf_weight=133 21 8682 20 22 21 20 29 20 24 124 26 25 25 35 leaf_count=133 21 8682 20 22 21 20 29 20 24 124 26 25 25 35 internal_value=0 -0.00488933 -0.257359 0.458014 0.00445766 0.577661 0.000173919 -0.375118 0.00361252 -0.445232 0.00133868 0.00450845 -0.133434 -0.451106 internal_weight=0 9206 319 42 8887 66 8821 277 8792 257 8768 8707 46 61 internal_count=9227 9206 319 42 8887 66 8821 277 8792 257 8768 8707 46 61 cat_boundaries=0 2 cat_threshold=524416 16777216 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=16 num_cat=1 split_feature=5 0 25 26 0 0 0 4 9 5 26 6 1 0 1 split_gain=448928 364521 292574 283256 302778 149325 240861 128416 154783 120402 99007.2 212800 173362 198576 75552.4 threshold=1374.9750000000004 1374.9750000000004 0 2022.5000000000002 74.355000000000004 311.67500000000007 284.92500000000007 1205.5225000000003 466.8300000000001 43.440000000000005 2022.5000000000002 130.94000000000003 73.320000000000007 462.80000000000007 58.430000000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 8 -4 -5 12 14 13 -7 -12 right_child=-2 -3 5 9 -6 10 -8 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.20088908474836778 -1.4686122370901564 1.1553826551084165 0.0045906880167610057 -0.72458465185871834 1.0187527596795309 0.34561886622355537 1.1046611070632935 -0.77505442755562926 0.55182234672399666 0.10679665184020996 -0.54278163347087927 0.43417296230793001 0.69337234894434618 -0.81532869563383215 -1.2510320765972138 leaf_weight=134 21 27 8588 135 24 26 20 21 52 20 61 20 24 34 20 leaf_count=134 21 27 8588 135 24 26 20 21 52 20 61 20 24 34 20 internal_value=0 -0.00484044 -0.00825323 -0.303876 -0.015627 0.00252317 0.00851707 0.00598585 0.00788421 -0.61731 -0.2786 -0.489573 -0.0249303 -0.312251 -0.717658 internal_weight=0 9206 9179 313 158 8866 8681 8661 8640 155 185 101 84 60 81 internal_count=9227 9206 9179 313 158 8866 8681 8661 8640 155 185 101 84 60 81 cat_boundaries=0 2 cat_threshold=524416 16777216 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=16 num_cat=4 split_feature=5 0 25 3 3 0 0 25 24 9 5 1 10 1 24 split_gain=439994 357267 286751 148466 179572 146353 236068 105775 253660 81886.2 347330 97891.5 64151 32920 42422.5 threshold=1374.9750000000004 1374.9750000000004 0 47.808000000000007 368.63682000000006 311.67500000000007 284.92500000000007 1 2 175.23750000000004 64.050000000000011 73.320000000000007 54.499460000000006 84.744000000000014 3 decision_type=2 2 9 2 2 2 2 9 1 2 2 2 2 2 1 left_child=1 2 3 13 -5 6 7 8 -4 10 11 -7 -9 14 -1 right_child=-2 -3 5 4 -6 9 -8 12 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.17029938912580886 -1.453926081884475 1.143828820122613 0.19550993857901103 0.92664071273803716 -0.33372598648071289 -0.31172970776204711 1.0936144590377808 -0.0089878734277512203 -0.026545078984405328 0.32847727966308599 -1.4890735282586969 0.30353980478118447 -0.21422762884304691 -0.73190182862458397 -0.49110008697011581 leaf_weight=116 21 27 884 20 26 108 20 6409 1212 20 23 34 156 27 124 leaf_count=116 21 27 884 20 26 108 20 6409 1212 20 23 34 156 27 124 internal_value=0 -0.00479203 -0.0081707 -0.300838 0.21426 0.00249794 0.0084319 0.00592599 0.0675915 -0.275814 -0.349061 -0.164412 -0.0138438 -0.400848 -0.363605 internal_weight=0 9206 9179 313 46 8866 8681 8661 2096 185 165 142 6565 267 240 internal_count=9227 9206 9179 313 46 8866 8681 8661 2096 185 165 142 6565 267 240 cat_boundaries=0 2 5 6 7 cat_threshold=524416 16777216 371204352 2149580803 67108880 93 2508 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=11 num_cat=1 split_feature=5 4 25 9 26 9 4 15 26 9 split_gain=383708 202968 181370 201146 144366 132533 133987 88291.1 17413.3 12535.2 threshold=1435.0600000000002 1374.9750000000004 0 1064.4750000000001 2022.5000000000002 491.05000000000013 644.32500000000016 674.04250000000013 2022.5000000000002 637.20000000000016 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 6 7 -4 -8 -7 right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11 leaf_value=0.034603218101538151 1.3559403156098864 -0.9793286600567046 0.0020568568636495461 0.87540833849173327 0.50588041703517617 -0.7011355112847828 -0.7509580645561218 -0.61833605481230691 -0.36740602653602078 -0.38258371297518418 leaf_weight=130 21 21 8714 26 130 21 20 23 29 30 leaf_count=130 21 21 8714 26 130 21 20 23 29 30 internal_value=0 0.00265573 0.00491614 -0.00286408 0.260233 -0.00545135 -0.00250082 0.000423683 -0.523958 -0.513752 internal_weight=0 9144 9123 8863 260 8837 8786 8737 49 51 internal_count=9165 9144 9123 8863 260 8837 8786 8737 49 51 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=661 num_leaves=12 num_cat=2 split_feature=5 4 25 24 26 9 0 11 11 10 26 split_gain=376073 198929 177761 1.03167e+06 601787 197143 210867 82881.7 220425 74239.2 12157.2 threshold=1435.0600000000002 1374.9750000000004 0 1 2022.5000000000002 1064.4750000000001 1205.5225000000003 538.6450000000001 282.37500000000006 166.11250000000004 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 8 -4 -9 -5 right_child=-2 -3 5 10 -6 -7 -8 9 -10 -11 -12 leaf_value=0.33729325394881399 1.342380857921782 -0.9695353943961007 -0.0047466372097377217 -0.20236000264344151 1.8249259614944457 0.86665427556404695 -0.92250206451416017 -0.73667953651526874 0.58889926494113987 0.044036495117914111 -0.38191462530539588 leaf_weight=57 21 21 8699 73 52 26 25 29 63 21 78 leaf_count=57 21 21 8699 73 52 26 25 29 63 21 78 internal_value=0 0.00262918 0.00486698 0.257631 0.959007 -0.00283544 -0.00539684 -0.00279497 -0.000478241 -0.408779 -0.27678 internal_weight=0 9144 9123 260 109 8863 8837 8812 8762 50 151 internal_count=9165 9144 9123 260 109 8863 8837 8812 8762 50 151 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1557 is_linear=0 shrinkage=0.01 Tree=662 num_leaves=10 num_cat=1 split_feature=5 4 25 9 0 26 3 1 0 split_gain=368589 194970 174223 193220 206671 138678 138592 197299 184951 threshold=1435.0600000000002 1374.9750000000004 0 1064.4750000000001 1205.5225000000003 2022.5000000000002 293.06250000000006 485.55000000000001 210.75000000000003 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 5 4 6 -1 8 -8 -4 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 leaf_value=0.0339146247861477 1.3289569727579751 -0.9598400288536435 -0.0049694930528377656 0.85798770060906038 -0.91327705764770517 0.49581337168583506 -0.15701188494265078 -1.1879498345511299 0.27267242068462527 leaf_weight=130 21 21 8384 26 25 130 160 21 247 leaf_count=130 21 21 8384 26 25 130 160 21 247 internal_value=0 0.00260288 0.00481831 -0.00280708 -0.00534287 0.255054 -0.00276702 -0.276623 0.002976 internal_weight=0 9144 9123 8863 8837 260 8812 181 8631 internal_count=9165 9144 9123 8863 8837 260 8812 181 8631 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=13 num_cat=3 split_feature=4 9 9 25 24 26 0 25 0 17 0 9 split_gain=200188 157569 184231 178072 459243 300106 190462 244718 178651 133436 94194.2 17520.7 threshold=1530.8125000000002 1064.4750000000001 523.74000000000012 0 1 2022.5000000000002 658.43000000000006 2 866.75000000000011 491.05000000000013 210.75000000000003 655.50000000000011 decision_type=2 2 2 9 1 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 9 10 -5 -4 right_child=-2 -3 11 8 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.20400466483831406 1.0049632148742675 0.72693862771987916 -0.83820380055904398 -0.012691454002801857 0.25831719618391347 0.96292543772495154 0.92524014472961424 -0.24613300434173013 -0.71088030603196883 0.73965770324071245 0.1925182558349941 -0.45347050013213319 leaf_weight=110 20 30 20 8141 138 99 20 268 36 24 230 29 leaf_count=110 20 30 20 8141 138 99 20 268 36 24 230 29 internal_value=0 0.00339995 0.00101858 0.00432374 0.164467 0.537763 -0.0268102 -0.0743695 -0.00792345 -0.00491842 -0.00705315 -0.610505 internal_weight=0 9145 9115 9066 635 209 426 406 8431 8395 8371 49 internal_count=9165 9145 9115 9066 635 209 426 406 8431 8395 8371 49 cat_boundaries=0 2 3 5 cat_threshold=17309824 16842881 531 16777216 16842880 is_linear=0 shrinkage=0.01 Tree=664 num_leaves=13 num_cat=2 split_feature=5 4 25 24 26 9 9 4 11 26 26 9 split_gain=360835 194375 169346 1.00738e+06 582441 186159 127011 131314 132031 16961.3 12698.5 12175.2 threshold=1435.0600000000002 1374.9750000000004 0 1 2022.5000000000002 1064.4750000000001 491.05000000000013 644.32500000000016 874.60000000000014 2022.5000000000002 2022.5000000000002 637.20000000000016 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 8 -4 -9 -5 -8 right_child=-2 -3 5 10 -6 -7 11 9 -10 -11 -12 -13 leaf_value=0.3329712921276427 1.3148525183541435 -0.95845056760878788 0.0024197166303994186 -0.19995874367144009 1.7964966256801898 0.84213847160339361 -0.68754275946390064 -0.74264847850799554 -0.79145433266957599 -0.36410706452254593 -0.38346713639986824 -0.37359883999824528 leaf_weight=57 21 21 8716 73 52 26 21 20 21 29 78 30 leaf_count=57 21 21 8716 73 52 26 21 20 21 29 78 30 internal_value=0 0.00252288 0.00473492 0.251444 0.944514 -0.00278295 -0.00527201 -0.00238361 0.000511584 -0.518614 -0.276444 -0.50287 internal_weight=0 9144 9123 260 109 8863 8837 8786 8737 49 151 51 internal_count=9165 9144 9123 260 109 8863 8837 8786 8737 49 151 51 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1557 is_linear=0 shrinkage=0.01 Tree=665 num_leaves=20 num_cat=4 split_feature=2 5 25 24 0 0 0 5 25 25 0 4 8 5 8 0 3 26 6 split_gain=435823 771615 210880 371300 749766 558312 468071 259459 278106 165007 148940 106116 114005 251384 102555 66102.7 99309 49332.9 48455.9 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 311.67500000000007 157.58975000000007 10.901250000000003 2 3 806.46500000000003 752.83000000000015 226.95300000000003 43.440000000000005 374.25000000000006 715.87500000000011 451.12500000000006 2022.5000000000002 37.600000000000009 decision_type=2 2 9 1 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 9 8 -5 -1 -7 12 15 14 -14 16 -4 -2 -9 right_child=17 -3 11 4 -6 10 -8 18 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 leaf_value=0.28400981995044278 -0.63396567208426347 1.9278990399269831 -0.013018189697831644 -0.18137324505164976 2.1297484879266646 -0.63478785941475313 1.5324317550659181 -0.5499150373580608 0.35580325024922688 -0.13076929645768057 -1.7009230518341065 -0.7386628962755204 0.36195613798887832 1.1696011674404145 -0.34006199761440881 0.53348316474394364 -0.54690761906760077 -1.3043457015700963 0.010241752707439919 leaf_weight=118 21 21 7652 112 21 38 20 47 590 374 20 20 46 26 38 22 35 23 23 leaf_count=118 21 21 7652 112 21 38 20 47 590 374 20 20 46 26 38 22 35 23 23 internal_value=0 0.0132218 0.00885225 0.123172 0.262103 -0.0712999 0.0327861 0.214694 0.272585 -0.0281751 -1.00242 -0.0111678 -0.00932128 0.310339 0.0443765 -0.0138825 -0.0154491 -0.984392 -0.365864 internal_weight=0 9223 9202 1363 793 570 512 772 702 492 58 7839 7819 110 84 7709 7687 44 70 internal_count=9267 9223 9202 1363 793 570 512 772 702 492 58 7839 7819 110 84 7709 7687 44 70 cat_boundaries=0 2 3 5 7 cat_threshold=8576 218103809 2976 128 67108864 128 67108865 is_linear=0 shrinkage=0.01 Tree=666 num_leaves=19 num_cat=3 split_feature=2 5 25 24 0 0 0 5 9 25 0 1 19 4 8 5 9 6 split_gain=427153 756257 206758 363900 734828 547234 458738 254316 291197 161926 145976 112980 110222 103445 93568.9 225485 76743.1 47491.6 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 311.67500000000007 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 217.52000000000004 278.73534000000006 752.83000000000015 226.95300000000003 43.440000000000005 487.50000000000006 37.600000000000009 decision_type=2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 9 8 -5 -1 -7 -2 13 14 16 -16 -4 -9 right_child=11 -3 12 4 -6 10 -8 17 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 leaf_value=0.28139162264407785 -1.4371249548594156 1.9086199444816225 -0.013625148656759588 0.23500591788823305 2.1084509422665549 -0.62843998570191228 1.5171073951721192 -0.54441588361212545 1.4592134759426116 -0.12949565433353807 -1.6839138107299807 -0.41945499634742739 0.71243388970692945 -0.73127627444267274 0.03438982358792933 1.1364341390132904 -0.63387979060411459 0.01013934384221616 leaf_weight=118 24 21 7672 682 21 38 20 47 20 374 20 20 21 20 82 24 20 23 leaf_count=118 24 21 7672 682 21 38 20 47 20 374 20 20 21 20 82 24 20 23 internal_value=0 0.0130931 0.00876729 0.121964 0.259504 -0.0705604 0.0324882 0.21257 0.269884 -0.0278622 -0.992396 -0.974548 -0.0110562 -0.0130137 -0.0111715 0.283909 -0.0152379 -0.362205 internal_weight=0 9223 9202 1363 793 570 512 772 702 492 58 44 7839 7818 7798 106 7692 70 internal_count=9267 9223 9202 1363 793 570 512 772 702 492 58 44 7839 7818 7798 106 7692 70 cat_boundaries=0 2 3 5 cat_threshold=8576 218103809 2976 128 67108865 is_linear=0 shrinkage=0.01 Tree=667 num_leaves=21 num_cat=4 split_feature=5 25 24 0 0 18 0 25 5 9 3 19 0 10 7 10 10 25 9 26 split_gain=320638 130561 406997 483272 438011 213807 260936 193018 215383 259956 189467 127014 114352 111143 87016.9 86018.6 367690 115212 80219.3 17860.4 threshold=1341.6425000000002 0 1 311.67500000000007 960.86250000000007 32.28126000000001 154.71744000000004 2 32.21126000000001 466.8300000000001 252.82950000000002 360.54500000000007 767.58750000000009 561.85750000000019 582.08214000000009 96.07050000000001 130.94000000000003 3 221.96250000000003 2022.5000000000002 decision_type=2 9 1 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 7 6 18 19 9 -9 -10 13 -5 14 15 17 -17 -3 -1 -4 right_child=-2 11 4 12 -6 -7 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.004489443398373468 1.1875660335499307 -0.18741017303036761 -0.29632839262485505 -0.68130855308638671 1.551263443628947 -0.94482355435689291 1.1402022695541383 0.26971642012412456 -0.50506371081821511 1.4268900418281556 0.61210942316055295 0.78538704752922062 -1.6243904876708986 -0.73906655219693973 0.60359181155329167 1.4197914778102529 0.014375021300040002 -0.0080842170629448363 -0.61804794506593186 -0.06519722713742937 leaf_weight=350 23 367 64 36 24 24 20 662 63 20 20 20 20 21 23 22 121 7275 22 70 leaf_count=350 23 367 64 36 24 24 20 662 63 20 20 20 20 21 23 22 121 7275 22 70 internal_value=0 0.00538727 0.0941654 -0.142972 0.215664 -0.0285997 0.0274957 0.182408 0.241953 0.303651 -0.235865 -0.0104978 -1.01812 -0.0125444 -0.0105904 -0.0124049 0.230593 -0.016952 -0.0323273 -0.163395 internal_weight=0 9244 1395 472 923 416 392 899 765 682 83 7849 56 7829 7808 7785 143 7642 372 134 internal_count=9267 9244 1395 472 923 416 392 899 765 682 83 7849 56 7829 7808 7785 143 7642 372 134 cat_boundaries=0 2 3 5 7 cat_threshold=8576 218103809 2720 128 67108864 17301504 2147549312 is_linear=0 shrinkage=0.01 Tree=668 num_leaves=19 num_cat=3 split_feature=2 5 25 24 0 0 0 5 9 25 0 19 4 8 5 10 26 6 split_gain=421117 732867 199611 350006 709741 526039 443876 245282 280393 159100 140583 105971 101419 91642 220550 75270.6 48218.7 46275.5 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 311.67500000000007 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 278.73534000000006 752.83000000000015 226.95300000000003 43.440000000000005 404.76000000000005 2022.5000000000002 37.600000000000009 decision_type=2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 9 8 -5 -1 -7 12 13 15 -15 -4 -2 -9 right_child=16 -3 11 4 -6 10 -8 17 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 leaf_value=0.27923799225594848 -0.62129908697945735 1.8788762008576165 -0.013213710008004713 0.23067849693410206 2.0718538484119233 -0.61559485360195765 1.4924472761154175 -0.53572002441325095 1.4319601128101349 -0.12804314111650456 -1.6513904571533204 0.69855941658928289 -0.72395737254619608 0.034313157128124702 1.1242311872541906 -0.57411415877131133 -1.2840654013467871 0.011688489499299421 leaf_weight=118 21 21 7668 682 21 38 20 47 20 374 20 21 20 82 24 24 23 23 leaf_count=118 21 21 7668 682 21 38 20 47 20 374 20 21 20 82 24 24 23 23 internal_value=0 0.0128921 0.00863374 0.119857 0.254746 -0.0689613 0.0320759 0.208616 0.264903 -0.0272888 -0.972766 -0.0108441 -0.0127635 -0.0109395 0.281087 -0.0149638 -0.967745 -0.355857 internal_weight=0 9223 9202 1363 793 570 512 772 702 492 58 7839 7818 7798 106 7692 44 70 internal_count=9267 9223 9202 1363 793 570 512 772 702 492 58 7839 7818 7798 106 7692 44 70 cat_boundaries=0 2 3 5 cat_threshold=8576 218103809 2976 128 67108865 is_linear=0 shrinkage=0.01 Tree=669 num_leaves=20 num_cat=3 split_feature=2 5 25 24 0 0 0 5 9 25 0 1 4 8 5 8 9 11 6 split_gain=412738 718282 195672 342984 695617 515602 435025 240401 274813 156129 137786 110968 99933.2 107185 236574 100183 75397.5 73737.9 45354.6 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 311.67500000000007 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 217.52000000000004 752.83000000000015 226.95300000000003 43.440000000000005 458.03625000000005 487.50000000000006 360.14500000000004 37.600000000000009 decision_type=2 2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 7 6 9 8 -5 -1 -7 -2 13 16 15 -15 17 -4 -9 right_child=11 -3 12 4 -6 10 -8 18 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 leaf_value=0.27666375673841687 -1.4165068070093789 1.8600874721436274 -0.013865448333894994 0.22837171057801794 2.0511352684384301 -0.60943890891577068 1.4775228290557862 -0.53036282478494845 1.4176405203342437 -0.12679605323578774 -1.6348765449523928 -0.40794065523147582 -0.71671782517433169 0.26780294838598223 1.1345738563213785 -0.48753500862121585 -0.6265626038350165 0.44618131936447958 0.011571603857952615 leaf_weight=118 24 21 7654 682 21 38 20 47 20 374 20 20 20 59 26 25 20 35 23 leaf_count=118 24 21 7654 682 21 38 20 47 20 374 20 20 20 59 26 25 20 35 23 internal_value=0 0.0127648 0.00854904 0.118669 0.252198 -0.0682456 0.0317846 0.20653 0.262254 -0.0269852 -0.963038 -0.958068 -0.0107357 -0.00894362 0.301008 0.043 -0.0133663 -0.0117713 -0.352299 internal_weight=0 9223 9202 1363 793 570 512 772 702 492 58 44 7839 7819 110 84 7709 7689 70 internal_count=9267 9223 9202 1363 793 570 512 772 702 492 58 44 7839 7819 110 84 7709 7689 70 cat_boundaries=0 2 3 5 cat_threshold=8576 218103809 2976 128 67108865 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=15 num_cat=3 split_feature=0 0 5 7 3 8 10 24 10 3 25 24 20 7 split_gain=260166 383502 259498 223150 187017 123601 119424 650858 893145 216309 132167 611099 111334 5942.03 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 397.87500000000006 58.875000000000007 21.101500000000005 64.050000000000011 0 103.13625000000002 47.808000000000007 1 2 240.95750000000001 648.00000000000011 decision_type=2 2 2 2 2 2 2 1 2 2 9 1 2 2 left_child=1 2 3 6 5 13 10 8 -8 -9 11 -1 -12 -5 right_child=-2 -3 -4 4 -6 -7 7 9 -10 -11 12 -13 -14 -15 leaf_value=0.77255878749646645 -1.0587976936672046 1.3893249616622925 1.0639347131874251 -0.54460405264581957 -1.0221148116322789 0.38831635157267252 2.5812105278346849 -0.39414363447012324 0.37559969019103839 0.4803441212905778 -0.0053174539890016945 -0.20529571312152786 -0.68737458137174445 -0.33017455112189054 leaf_weight=104 23 20 23 28 37 27 23 132 91 36 8487 141 24 24 leaf_count=104 23 20 23 28 37 27 23 132 91 36 8487 141 24 24 internal_value=0 0.00608991 0.00307534 0.00040986 -0.435404 -0.160615 0.00600339 0.208556 0.754415 -0.195138 -0.00052012 0.223812 -0.00723228 -0.445637 internal_weight=0 9197 9177 9154 116 79 9038 282 114 168 8756 245 8511 52 internal_count=9220 9197 9177 9154 116 79 9038 282 114 168 8756 245 8511 52 cat_boundaries=0 1 3 4 cat_threshold=2070 16785408 2164260865 1137 is_linear=0 shrinkage=0.01 Tree=671 num_leaves=11 num_cat=1 split_feature=0 0 5 4 0 24 0 0 8 5 split_gain=254992 375867 254331 283849 131841 401908 274391 273224 113532 98349.6 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 1374.9750000000004 252.37200000000004 0 228.76800000000003 449.26500000000004 1236.1260000000004 64.050000000000011 decision_type=2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 -7 right_child=-2 -3 -4 -5 5 9 -8 -9 -10 -11 leaf_value=0.0085234495075070475 -1.0482097360362177 1.3754316339492798 1.0532953530809155 -1.1896065368652344 -0.19119790307937132 -0.46170187809428231 1.1249177689985796 0.80234634914398206 -0.71074081334200767 -1.1501876661777497 leaf_weight=8831 23 20 23 20 62 122 22 50 22 25 leaf_count=8831 23 20 23 20 62 122 22 50 22 25 internal_value=0 0.00603517 0.00305076 0.000411959 0.00301765 -0.219379 0.00950788 0.231664 0.00673605 -0.541926 internal_weight=0 9197 9177 9154 9134 259 8875 112 8853 147 internal_count=9220 9197 9177 9154 9134 259 8875 112 8853 147 cat_boundaries=0 1 cat_threshold=1309 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=11 num_cat=1 split_feature=0 0 5 7 2 8 7 20 25 7 split_gain=249917 368387 249269 217521 246792 144735 117430 103154 89827.4 7471.96 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 397.87500000000006 47.808000000000007 21.101500000000005 336.94125000000003 240.95750000000001 0 648.00000000000011 decision_type=2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 6 5 9 7 8 -1 -5 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=0.062467133955830756 -1.0377275881559953 1.3616773481369018 1.042762316931849 -0.53176555897508349 -1.1315625915527343 0.4881328799174382 0.75285185178120928 -0.60183199804276233 -0.011614566554218577 -0.29861426478182829 leaf_weight=2140 23 20 23 28 35 26 21 28 6849 27 leaf_count=2140 23 20 23 28 35 26 21 28 6849 27 internal_value=0 0.00597482 0.00302026 0.000407839 -0.429873 -0.126674 0.00593036 0.00419083 0.00607854 -0.417309 internal_weight=0 9197 9177 9154 116 81 9038 9017 8989 55 internal_count=9220 9197 9177 9154 116 81 9038 9017 8989 55 cat_boundaries=0 3 cat_threshold=50864256 3305111619 201361424 is_linear=0 shrinkage=0.01 Tree=673 num_leaves=11 num_cat=0 split_feature=0 0 5 4 7 2 8 2 26 0 split_gain=244944 361056 244309 277456 181674 208657 141854 132976 340862 167520 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 1374.9750000000004 397.87500000000006 47.808000000000007 21.101500000000005 967.31750000000011 2022.5000000000002 252.37200000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 leaf_value=0.012365749315903434 -1.0273503610362176 1.3480605583190919 1.032334709789442 -1.1761366691589357 -0.41313637595014135 -1.079164378196001 0.48325157825763415 1.4740342345691864 -0.3071243352239782 -0.25931932156721665 leaf_weight=8745 23 20 23 20 55 32 26 21 22 233 leaf_count=8745 23 20 23 20 55 32 26 21 22 233 internal_value=0 0.00591563 0.00299061 0.000404316 0.00298049 -0.395498 -0.125407 0.00797196 0.562744 0.00531489 internal_weight=0 9197 9177 9154 9134 113 81 9021 43 8978 internal_count=9220 9197 9177 9154 9134 113 81 9021 43 8978 is_linear=0 shrinkage=0.01 Tree=674 num_leaves=11 num_cat=0 split_feature=0 0 5 4 7 2 8 2 1 0 split_gain=240070 353871 239447 271935 178059 204504 139032 130330 189874 164187 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 1374.9750000000004 397.87500000000006 47.808000000000007 21.101500000000005 967.31750000000011 14.700000000000001 252.37200000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -9 -1 right_child=-2 -3 -4 -5 5 -7 -8 8 -10 -11 leaf_value=0.012242092309554793 -1.0170768041196077 1.3345800018310547 1.0220113905875579 -1.1643753128051757 -0.40900500743768431 -1.0683727265894414 0.47841905006995566 1.2063433970104565 -0.12302624520801363 -0.25672611803391976 leaf_weight=8745 23 20 23 20 55 32 26 22 21 233 leaf_count=8745 23 20 23 20 55 32 26 22 21 233 internal_value=0 0.00585647 0.0029607 0.000400273 0.00295069 -0.391543 -0.124153 0.00789224 0.557116 0.00526174 internal_weight=0 9197 9177 9154 9134 113 81 9021 43 8978 internal_count=9220 9197 9177 9154 9134 113 81 9021 43 8978 is_linear=0 shrinkage=0.01 Tree=675 num_leaves=19 num_cat=1 split_feature=4 2 26 25 17 7 0 13 2 0 19 0 26 10 4 2 7 7 split_gain=214189 274625 228788 147840 206596 333784 255141 224181 179179 230366 107746 101770 236704 52091.1 27557.5 21790 12841.7 1943.96 threshold=1530.8125000000002 967.31750000000011 2022.5000000000002 0 491.05000000000013 390.72000000000008 1219.7885000000003 169.17500000000004 319.13250000000005 44.590000000000011 360.54500000000007 66.112500000000011 2022.5000000000002 491.05000000000013 47.808000000000007 457.74500000000006 629.70000000000016 1071.6575 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 10 14 11 13 -13 -5 15 -10 -7 -18 right_child=-2 2 -4 8 -6 16 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 -19 leaf_value=0.12858238919885184 1.0187305305117653 1.452459766070048 0.071675530839711427 -0.018939468908394416 1.0208728039264678 -0.81380820232888929 1.2134770057314919 -0.58304472021434617 -0.21140278995037079 -1.272377890777588 0.70750938279288156 0.48385760045051579 -0.061439225189771851 0.45770807283080145 -0.45168783867359164 0.22967977887108212 -0.44755241331458095 -0.58697843098640445 leaf_weight=1176 21 24 24 7339 24 23 21 46 24 25 21 135 194 23 20 21 20 20 leaf_count=1176 21 24 24 7339 24 23 21 46 24 25 21 135 194 23 20 21 20 20 internal_value=0 0.00765186 0.762068 0.00368646 0.100723 0.0845847 0.120576 0.101794 -0.0129677 -0.456596 -0.00780734 -0.00976049 0.162315 -0.0174503 -0.142833 -0.00556426 -0.625527 -0.517265 internal_weight=0 9180 48 9132 1330 1306 1243 1222 7802 90 7712 7691 329 7362 65 45 63 40 internal_count=9201 9180 48 9132 1330 1306 1243 1222 7802 90 7712 7691 329 7362 65 45 63 40 cat_boundaries=0 2 cat_threshold=268444032 2164588545 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=11 num_cat=1 split_feature=5 1 2 1 1 10 25 0 1 2 split_gain=444978 223746 141908 142215 307073 169682 143681 68004.1 30548.4 768.867 threshold=1412.3803750000002 1236.1260000000004 967.31750000000011 665.43750000000011 470.16250000000008 1058.7500000000002 0 44.590000000000011 557.67000000000019 1374.9750000000004 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -6 -4 right_child=-2 -3 9 7 8 -7 -8 -9 -10 -11 leaf_value=0.21706865594048816 1.4638569850864867 0.84126157462596896 0.54835016250610358 -0.19617279847462971 1.1196174003964379 0.91980763626098638 -0.0095653796886912158 -0.97539015452067068 0.58639634739268909 0.63498507976531982 leaf_weight=279 21 32 21 24 21 20 8720 21 22 20 leaf_count=279 21 32 21 24 21 20 8720 21 22 20 internal_value=0 0.00653377 0.00361386 0.000971184 0.00375589 -0.000263529 -0.00230836 -0.559808 0.846807 0.590611 internal_weight=0 9180 9148 9107 9062 9019 8999 45 43 41 internal_count=9201 9180 9148 9107 9062 9019 8999 45 43 41 cat_boundaries=0 2 cat_threshold=8320 16842753 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=10 num_cat=0 split_feature=5 1 4 2 1 1 18 0 1 split_gain=436122 219293 215014 191602 140445 299439 150648 66650.8 29940.5 threshold=1412.3803750000002 1236.1260000000004 1295.4950000000001 967.31750000000011 665.43750000000011 470.16250000000008 362.77500000000003 44.590000000000011 557.67000000000019 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=-0.0012607127841501645 1.4492183761937278 0.83284893929958348 -0.94169213536505891 0.70548554200392499 -0.19421105305353803 1.1084212057931084 0.53854630516125601 -0.96563625154041111 0.58053237221457743 leaf_weight=8945 21 32 24 39 24 21 52 21 22 leaf_count=8945 21 32 24 39 24 21 52 21 22 internal_value=0 0.00647069 0.00357999 0.00606646 0.003064 0.00583804 0.00185921 -0.554209 0.838339 internal_weight=0 9180 9148 9124 9085 9040 8997 45 43 internal_count=9201 9180 9148 9124 9085 9040 8997 45 43 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=10 num_cat=0 split_feature=5 1 1 1 26 0 2 1 18 split_gain=427443 214929 137364 252202 215854 209983 206184 142558 139451 threshold=1412.3803750000002 1236.1260000000004 715.87500000000011 470.16250000000008 2022.5000000000002 153.20400000000004 1013.1050000000001 422.52500000000009 765.88 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -4 7 8 -1 right_child=-2 -3 5 4 -6 -7 -8 -9 -10 leaf_value=2.4444454792871611e-05 1.4347262033962067 0.82452043950557707 0.066410558488633906 1.3204447682698568 0.04386181702980628 -1.2497145748138427 0.8749207086916323 -0.73965928893822896 0.83597229385375982 leaf_weight=8973 21 32 27 27 26 22 27 26 20 leaf_count=8973 21 32 27 27 26 22 27 26 20 internal_value=0 0.00640598 0.00354419 0.00638784 0.694197 -0.524503 0.002358 -0.00025417 0.00188355 internal_weight=0 9180 9148 9099 53 49 9046 9019 8993 internal_count=9201 9180 9148 9099 53 49 9046 9019 8993 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=12 num_cat=5 split_feature=1 9 4 2 25 24 26 24 25 11 25 split_gain=214014 130301 315005 146777 127624 896131 464830 139912 368751 227904 135578 threshold=1236.1260000000004 1144.97 1265.0725000000002 967.31750000000011 0 1 2022.5000000000002 2 3 282.37500000000006 4 decision_type=2 2 2 2 9 1 2 1 9 2 9 left_child=1 2 3 4 5 6 -1 8 -6 -9 -7 right_child=-2 -3 -4 -5 7 10 -8 9 -10 -11 -12 leaf_value=0.37595720947765915 0.81343542272394365 -0.68699179684674294 1.1078654702351645 0.61001680326461794 0.23641970129292222 0.10000924248444407 1.6695747811186548 -0.03977554888535427 -0.016327205076269165 0.55570070604177624 -0.3740771613078458 leaf_weight=61 33 27 26 40 780 104 51 5739 2145 65 130 leaf_count=61 33 27 26 40 780 104 51 5739 2145 65 130 internal_value=0 0.00667577 0.00872467 0.00558944 0.0029253 0.188517 0.885916 -0.00464182 0.0516478 -0.0330498 -0.167909 internal_weight=0 9168 9141 9115 9075 346 112 8729 2925 5804 234 internal_count=9201 9168 9141 9115 9075 346 112 8729 2925 5804 234 cat_boundaries=0 2 3 4 7 9 cat_threshold=8320 2164588545 1553 78 2416443648 0 134217744 0 17104896 is_linear=0 shrinkage=0.01 Tree=680 num_leaves=8 num_cat=0 split_feature=4 5 6 1 1 1 1 split_gain=513252 345597 165555 118449 132208 145537 157436 threshold=1265.0725000000002 1374.9750000000004 1144.97 1341.6425000000002 1058.7500000000002 802.66250000000002 629.70000000000016 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=-0.0072610087895855283 1.3725456887704355 -1.3213158648014069 0.8073016571044922 -0.68157770523658179 0.80649644517898567 -0.74053471353318956 0.8595851948147728 leaf_weight=9107 27 20 25 26 20 27 21 leaf_count=9107 27 20 25 26 20 27 21 internal_value=0 -0.00820939 -0.00536286 -0.00757094 -0.00566095 -0.00743519 -0.00526673 internal_weight=0 9246 9226 9201 9175 9155 9128 internal_count=9273 9246 9226 9201 9175 9155 9128 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=10 num_cat=0 split_feature=4 5 0 0 19 0 0 1 26 split_gain=503038 338720 332201 179151 145597 105562 375543 90912 18035.8 threshold=1265.0725000000002 1374.9750000000004 1470.5550000000003 806.46500000000003 478.87750000000005 486.41000000000003 449.26500000000004 228.76800000000003 2022.5000000000002 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=-0.0081640182499654289 1.358820322531241 -1.3081027014255522 -1.2927108268737795 0.35822904218326918 0.72738234625922304 -0.16179578387218974 1.3636487216949462 -0.96938148117065426 0.73260976114580711 leaf_weight=9040 27 20 20 22 27 46 20 20 31 leaf_count=9040 27 20 20 22 27 46 20 20 31 internal_value=0 -0.0081273 -0.00530923 -0.00251235 -0.00586919 -0.00803857 -0.00513573 -0.406519 0.577206 internal_weight=0 9246 9226 9206 9153 9126 9060 66 53 internal_count=9273 9246 9226 9206 9153 9126 9060 66 53 is_linear=0 shrinkage=0.01 Tree=682 num_leaves=10 num_cat=0 split_feature=4 5 0 0 19 0 0 1 0 split_gain=493028 331979 325590 175585 142700 103462 368070 89102.8 16597.6 threshold=1265.0725000000002 1374.9750000000004 1470.5550000000003 806.46500000000003 478.87750000000005 486.41000000000003 449.26500000000004 228.76800000000003 1081.6425000000002 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=-0.0080823776997580501 1.3452320716999198 -1.2950216848850249 -1.2797837734222413 0.73864929101296839 0.72010852813720705 -0.16017781744832579 1.3500122432708741 -0.95968765544891355 0.38415360107421875 leaf_weight=9040 27 20 20 28 27 46 20 20 25 leaf_count=9040 27 20 20 28 27 46 20 20 25 internal_value=0 -0.00804602 -0.00525614 -0.00248723 -0.00581049 -0.00795818 -0.00508438 -0.402454 0.571434 internal_weight=0 9246 9226 9206 9153 9126 9060 66 53 internal_count=9273 9246 9226 9206 9153 9126 9060 66 53 is_linear=0 shrinkage=0.01 Tree=683 num_leaves=12 num_cat=0 split_feature=0 13 12 19 12 12 10 1 3 1 12 split_gain=288712 165473 501844 112676 192638 501946 147072 121672 167472 160032 4851.49 threshold=1470.5550000000003 548.95500000000004 73.46250000000002 478.87750000000005 465.34500000000008 312.37500000000006 42.190000000000005 644.32500000000016 96.632500000000022 497.97750000000002 788.58750000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 10 9 -9 -1 -6 right_child=-2 2 -4 -5 6 -7 -8 8 -10 -11 -12 leaf_value=-0.0082776976424184818 -1.1482734576138582 1.5821043251037596 -0.38412586185667252 0.62887226240975513 -0.31721811838771991 1.2101500129699707 -1.2391324138641358 0.63904146194458011 -0.41542715549468995 -0.76546303272247318 -0.10426060175895691 leaf_weight=8964 22 25 27 28 23 34 21 61 20 28 20 leaf_count=8964 22 25 27 28 23 34 21 61 20 28 20 internal_value=0 -0.00134359 0.561177 -0.0045234 -0.00645722 -0.00261515 -0.553172 -0.00715984 0.378679 -0.0106355 -0.218168 internal_weight=0 9251 52 9199 9171 9107 64 9073 81 8992 43 internal_count=9273 9251 52 9199 9171 9107 64 9073 81 8992 43 is_linear=0 shrinkage=0.01 Tree=684 num_leaves=10 num_cat=0 split_feature=4 0 3 3 0 1 3 3 3 split_gain=482300 281025 183309 218523 182736 225864 170067 150986 35903.6 threshold=1265.0725000000002 1470.5550000000003 890.22500000000014 593.34250000000009 806.46500000000003 50.217500000000008 456.25000000000006 346.12500000000006 1341.6425000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -4 right_child=-2 -3 8 -5 5 -7 -8 -9 -10 leaf_value=-0.0082311717179019573 1.3305532331819887 -1.1367906761169433 -0.37975643224441086 0.85003512001037596 0.07243665261702105 1.4191956617832184 -0.67583444168693141 0.59273932638622473 -0.93568795147396278 leaf_weight=9014 27 22 26 30 33 20 38 42 21 leaf_count=9014 27 22 26 30 33 20 38 42 21 internal_value=0 -0.00792122 -0.00522877 -0.00203847 -0.00483307 0.580648 -0.00824526 -0.00544399 -0.628151 internal_weight=0 9246 9224 9177 9147 53 9094 9056 47 internal_count=9273 9246 9224 9177 9147 53 9094 9056 47 is_linear=0 shrinkage=0.01 Tree=685 num_leaves=12 num_cat=1 split_feature=0 9 13 13 5 2 6 25 2 2 9 split_gain=239623 206402 296764 416439 327757 136476 145096 122287 111996 85261.1 43353.9 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 929.87500000000011 1211.5375000000001 1374.9750000000004 446.18250000000006 0 45.778960000000005 177.05000000000004 1064.4750000000001 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 4 -4 5 6 7 -1 10 -8 -3 right_child=-2 8 3 -5 -6 -7 9 -9 -10 -11 -12 leaf_value=0.30342959730679753 1.0163551330566407 -0.49963208648136687 1.8802660064697267 -0.13597711744762603 -1.2838737716674806 0.82283971500396735 -0.52637828420709687 -0.004357884359613884 -1.1458514370237078 0.18865018117995491 0.084010023593902583 leaf_weight=121 23 35 20 21 20 20 81 8826 21 21 20 leaf_count=121 23 35 20 21 20 20 81 8826 21 21 20 internal_value=0 -0.0056238 -0.00130371 0.847556 -0.00513287 -0.00231284 -0.00413659 0.00013893 -0.524603 -0.379167 -0.287399 internal_weight=0 9206 9130 41 9089 9069 9049 8947 76 102 55 internal_count=9229 9206 9130 41 9089 9069 9049 8947 76 102 55 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=686 num_leaves=12 num_cat=1 split_feature=0 9 13 13 4 2 6 10 25 6 9 split_gain=234853 202297 290856 408152 200331 164825 147520 116150 116089 80852 19026.2 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 929.87500000000011 1341.6425000000002 1374.9750000000004 446.18250000000006 74.355000000000004 0 521.41500000000008 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 -4 5 6 8 10 -1 -8 -3 right_child=-2 7 3 -5 -6 -7 9 -9 -10 -11 -12 leaf_value=0.29493926895483763 1.0061915671307109 -0.40512823787602514 1.8614634323120118 -0.13461733954293389 -1.0048036756515504 0.90393814527988436 -0.89058697700500489 -0.99036383290444652 -0.0049464866202402627 -0.22685545154106923 0.0062171477856843372 leaf_weight=121 23 22 20 21 20 20 24 31 8826 78 23 leaf_count=121 23 22 20 21 20 20 24 31 8826 78 23 internal_value=0 -0.00556431 -0.0012874 0.839081 -0.00507825 -0.00287354 -0.00487777 -0.519357 -0.000566683 -0.383028 -0.194885 internal_weight=0 9206 9130 41 9089 9069 9049 76 8947 102 45 internal_count=9229 9206 9130 41 9089 9069 9049 76 8947 102 45 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=687 num_leaves=12 num_cat=0 split_feature=0 13 13 5 2 3 1 1 0 8 1 split_gain=230178 180373 409548 403669 132149 131196 374647 218994 191380 77128.4 23861.8 threshold=1374.9750000000004 548.95500000000004 874.60000000000014 1211.5375000000001 1374.9750000000004 138.37500000000003 422.52500000000009 644.32500000000016 1005.9575000000001 249.87000000000003 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 7 9 8 -1 -7 -9 right_child=-2 2 -4 -5 -6 6 -8 10 -10 -11 -12 leaf_value=-0.0014276536600208516 0.99612961147142498 1.6145055528120562 -0.20874879036630906 -1.3319065669308539 0.80652636909484876 -0.041290876694644492 -1.210978135845878 0.46191788885328505 -0.98076635742187512 -0.57409026622772219 0.88607627959478463 leaf_weight=8685 23 22 28 23 20 288 33 36 20 30 21 leaf_count=8685 23 22 28 23 20 288 33 36 20 30 21 internal_value=0 -0.00550552 0.593483 -0.00877653 -0.00544444 -0.00722645 -0.1968 0.000367741 -0.00367771 -0.091555 0.618187 internal_weight=0 9206 50 9156 9133 9113 351 8762 8705 318 57 internal_count=9229 9206 50 9156 9133 9113 351 8762 8705 318 57 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=16 num_cat=2 split_feature=9 13 13 5 9 11 25 24 26 1 12 12 7 9 11 split_gain=182807 279071 393048 285075 185348 144732 158052 610381 278676 255708 98118.6 192101 106297 28889.6 13895.8 threshold=541.42000000000019 548.95500000000004 929.87500000000011 1211.5375000000001 1064.4750000000001 538.6450000000001 0 1 2022.5000000000002 415.60849999999999 362.12500000000006 515.18500000000006 426.65000000000009 715.87500000000011 911.47500000000014 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 -3 5 13 6 7 8 -1 -9 12 -12 -8 -2 -7 right_child=4 2 -4 -5 -6 14 10 9 -10 -11 11 -13 -14 -15 -16 leaf_value=0.39553747634365133 -1.1243385086456936 1.8276153030395508 -0.13118368693760463 -1.1395043585517191 0.10506442703306675 -0.40686046526982234 -0.005307780744721712 -0.18367313714855807 1.3430677438665319 0.96785164333525164 1.1671520578293573 -0.049306796394726807 -0.38852981263644076 -0.62837416856185246 -0.75746627950668344 leaf_weight=73 24 20 21 22 32 26 8529 236 54 21 21 34 73 23 20 leaf_count=73 24 20 21 22 32 26 8529 236 54 21 21 34 73 23 20 internal_value=0 0.00115624 0.824328 -0.00254889 -0.481958 0.000203724 0.00305043 0.198929 0.740145 -0.0862246 -0.00586119 0.415159 -0.00855996 -0.881633 -0.559298 internal_weight=0 9150 41 9109 79 9087 9041 384 127 257 8657 55 8602 47 46 internal_count=9229 9150 41 9109 79 9087 9041 384 127 257 8657 55 8602 47 46 cat_boundaries=0 2 3 cat_threshold=17309696 2164260864 1043 is_linear=0 shrinkage=0.01 Tree=689 num_leaves=12 num_cat=1 split_feature=0 9 13 13 4 2 6 10 25 6 8 split_gain=225421 193665 275120 385226 194795 158535 142730 113730 113081 78968.9 41455 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 929.87500000000011 1341.6425000000002 1374.9750000000004 446.18250000000006 74.355000000000004 0 521.41500000000008 117.08000000000003 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 -4 5 6 8 10 -1 -8 -3 right_child=-2 7 3 -5 -6 -7 9 -9 -10 -11 -12 leaf_value=0.29117945116894844 0.98581117049507472 0.096856571398675442 1.8093391628265381 -0.12987185069492885 -0.99073807764053345 0.88659371544793242 -0.87828745583693191 -0.97420619626199045 -0.0047958580084501747 -0.22233086142784511 -0.51152991169974915 leaf_weight=121 23 24 20 21 20 20 24 31 8826 78 21 leaf_count=121 23 24 20 21 20 20 24 31 8826 78 21 internal_value=0 -0.0054197 -0.00123503 0.816085 -0.00492192 -0.00274788 -0.00471349 -0.508131 -0.000472973 -0.376674 -0.187057 internal_weight=0 9206 9130 41 9089 9069 9049 76 8947 102 45 internal_count=9229 9206 9130 41 9089 9069 9049 76 8947 102 45 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=690 num_leaves=11 num_cat=0 split_feature=3 4 5 1 1 18 1 5 1 1 split_gain=257702 181465 181195 157194 237990 155633 129517 119822 110895 42299.5 threshold=1341.6425000000002 1164.6975000000002 1279.9550000000002 497.97750000000002 453.00000000000006 765.88 390.72000000000008 64.050000000000011 593.34250000000009 802.66250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 -10 right_child=-2 -3 -4 7 -6 -7 -8 -9 9 -11 leaf_value=-0.0098832957711507703 -1.028396069124341 0.72848739139961483 -0.94221702450797662 -0.83494439168409873 1.0558753240676153 0.84995777856735955 -0.71669442763695346 -0.98531690168380737 0.35306871868315198 -0.1745054638602517 leaf_weight=8995 25 33 21 22 21 21 26 25 21 55 leaf_count=8995 25 33 21 22 21 21 26 25 21 55 internal_value=0 -0.0117363 -0.0143894 -0.0122683 -0.00744917 -0.00991873 -0.0119204 -0.367358 -0.209716 -0.0287284 internal_weight=0 9240 9207 9186 9063 9042 9021 123 98 76 internal_count=9265 9240 9207 9186 9063 9042 9021 123 98 76 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=10 num_cat=1 split_feature=3 4 25 0 5 1 1 3 26 split_gain=252850 296536 199217 165011 148406 131296 230022 116762 552.829 threshold=1205.5225000000003 1164.6975000000002 0 1422.3575000000001 1265.0725000000002 497.97750000000002 453.00000000000006 73.320000000000007 2022.5000000000002 decision_type=2 2 9 2 2 2 2 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=-0.37378781619824863 -0.86268658916013585 0.98147580933570866 -0.0025054297040369416 -0.91553550720214849 -0.86666358610987659 -0.18028615626421843 1.0453165163312641 -0.98050235416578202 -0.41259553828709566 leaf_weight=76 35 30 8881 20 20 88 21 23 71 leaf_count=76 35 30 8881 20 20 88 21 23 71 internal_value=0 -0.0111178 -0.0143546 -0.00820477 -0.00620492 -0.00429555 -3.35963e-05 -0.346097 -0.36753 internal_weight=0 9230 9200 9053 9033 9013 8902 111 147 internal_count=9265 9230 9200 9053 9033 9013 8902 111 147 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=692 num_leaves=11 num_cat=0 split_feature=4 5 0 1 1 18 1 5 1 1 split_gain=243781 722318 134966 196017 229532 153262 173981 93603.4 77102.9 71844.7 threshold=1596.2600000000002 1374.9750000000004 1219.7885000000003 497.97750000000002 453.00000000000006 765.88 390.72000000000008 64.050000000000011 593.34250000000009 1157.6300000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -5 -10 right_child=-2 -3 -4 7 -6 -7 -8 -9 9 -11 leaf_value=-0.011312806868878898 1.0886569976806642 -1.8263980378346012 0.59049038345749316 -0.78552068979843814 1.0348634610857281 0.84148330052693687 -0.78711499485476266 -0.99089394880377724 0.084490169076358562 -0.59920487577264958 leaf_weight=8996 20 22 37 23 21 21 29 23 51 22 leaf_count=8996 20 22 37 23 21 21 29 23 51 22 internal_value=0 -0.0165773 -0.0122602 -0.014688 -0.00939595 -0.0118202 -0.0138057 -0.417908 -0.28063 -0.121555 internal_weight=0 9245 9223 9186 9067 9046 9025 119 96 73 internal_count=9265 9245 9223 9186 9067 9046 9025 119 96 73 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=9 num_cat=1 split_feature=3 25 4 0 5 18 10 26 split_gain=247346 221457 236777 163082 140731 136242 142912 2147.31 threshold=1341.6425000000002 0 1164.6975000000002 1422.3575000000001 1265.0725000000002 765.88 508.59600000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 left_child=1 7 3 4 5 6 -3 -1 right_child=-2 2 -4 -5 -6 -7 -8 -9 leaf_value=-0.36973285675048828 -1.0073850860595703 -0.0026942175137333758 0.8675845628400003 -0.9098681182861329 -0.84378088641166682 0.78197422114285564 -0.49647884732585845 -0.44567309183617165 leaf_weight=76 25 8939 31 20 20 22 59 73 leaf_count=76 25 8939 31 20 20 22 59 73 internal_value=0 -0.0113619 -0.00487312 -0.00786373 -0.00586815 -0.00401025 -0.00593197 -0.381345 internal_weight=0 9240 9091 9060 9040 9020 8998 149 internal_count=9265 9240 9091 9060 9040 9020 8998 149 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=9 num_cat=2 split_feature=3 5 25 24 1 1 1 18 split_gain=243294 245105 190324 138890 114621 181607 148691 144348 threshold=1205.5225000000003 1318.45 0 1 1318.45 1044.0050000000003 665.43750000000011 765.88 decision_type=2 2 9 1 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=0.0083392736479992007 -0.84607425875323161 1.0202751141009123 -0.004816866102602557 -0.44747944563456948 -0.72601060087030589 0.94852570819854731 -0.64682817671034076 0.82524870463779987 leaf_weight=117 35 23 8826 165 22 20 36 21 leaf_count=117 35 23 8826 165 22 20 36 21 internal_value=0 -0.0107535 -0.0133291 -0.264554 -0.00508908 -0.00331335 -0.00545641 -0.00284655 internal_weight=0 9230 9207 282 8925 8903 8883 8847 internal_count=9265 9230 9207 282 8925 8903 8883 8847 cat_boundaries=0 2 3 cat_threshold=50339968 2147483648 1476 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=16 num_cat=2 split_feature=5 13 4 3 1 4 25 24 26 0 26 1 26 13 12 split_gain=367206 170928 201628 206740 831088 137695 134755 980557 214851 190532 104916 86716.3 71082 52200.4 43248.8 threshold=1374.9750000000004 464.11500000000007 1374.9750000000004 488.75250000000005 397.87500000000006 21.101500000000005 0 1 2022.5000000000002 1144.97 2022.5000000000002 644.32500000000016 2022.5000000000002 929.87500000000011 52.910000000000004 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 6 5 10 7 8 -1 11 -5 -8 -9 14 -3 right_child=-2 13 -4 4 -6 -7 9 12 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.49609336663175513 -1.2989885427735071 -0.41813673192804507 -0.98054479269754324 0.69124719989710837 2.275872151851654 -0.63469522262612976 -0.011718135643774124 -0.11579564800423184 1.362169668713554 -0.88338553161621092 -0.15937489772665089 0.37624278446723675 -0.53522877846215222 -0.14695958480834961 -1.0606545539498329 leaf_weight=54 22 22 21 29 20 24 8647 89 61 25 29 58 74 25 20 leaf_count=54 22 22 21 29 20 24 8647 89 61 25 29 58 74 25 20 internal_value=0 -0.00550001 -0.00180736 0.000448785 0.448128 0.00233672 -0.00462041 0.208224 0.879051 -0.0116235 0.265936 -0.00913322 -0.288513 -0.508748 -0.724098 internal_weight=0 9198 9131 9110 102 82 9008 278 115 8730 58 8705 163 67 42 internal_count=9220 9198 9131 9110 102 82 9008 278 115 8730 58 8705 163 67 42 cat_boundaries=0 2 3 cat_threshold=8320 16842753 1681 is_linear=0 shrinkage=0.01 Tree=696 num_leaves=11 num_cat=0 split_feature=5 13 4 14 14 1 0 2 13 12 split_gain=359899 167527 197616 168176 191535 138254 284636 237602 51161.6 42388.1 threshold=1374.9750000000004 464.11500000000007 1374.9750000000004 460.42500000000007 715.87500000000011 1341.6425000000002 1374.9750000000004 1120.4650000000004 929.87500000000011 52.910000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 -3 right_child=-2 8 -4 4 -6 -7 -8 -9 -10 -11 leaf_value=-0.0062810000677704751 -1.2859986800497227 -0.41395537116310815 -0.9707393496377128 1.247626958515333 -0.073295149803161624 -0.83305868721008292 1.1621558852422806 0.91633506351283611 -0.1454899935722351 -1.0500480071306229 leaf_weight=8997 22 22 21 23 21 20 21 28 25 20 leaf_count=8997 22 22 21 23 21 20 21 28 25 20 internal_value=0 -0.00544501 -0.00178929 0.000444297 0.617187 -0.00254894 -0.000712746 -0.00341859 -0.50366 -0.716857 internal_weight=0 9198 9131 9110 44 9066 9046 9025 67 42 internal_count=9220 9198 9131 9110 44 9066 9046 9025 67 42 is_linear=0 shrinkage=0.01 Tree=697 num_leaves=9 num_cat=0 split_feature=5 4 11 1 0 2 1 26 split_gain=352737 161476 184441 174414 365658 195766 158952 128910 threshold=1374.9750000000004 1374.9750000000004 1020.6600000000001 1341.6425000000002 1374.9750000000004 890.22500000000014 488.75250000000005 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=-0.009118734501159631 -1.273138698014346 -0.86109343832189378 -0.8788349854946137 -0.9113391848972866 1.3517108078002928 1.2299596868242535 0.43586022583054906 0.14629275928372923 leaf_weight=8986 22 22 24 21 20 21 81 23 leaf_count=8986 22 22 24 21 20 21 81 23 internal_value=0 -0.00539056 -0.00333896 -0.00104308 0.00105047 -0.00191443 -0.00514352 0.663497 internal_weight=0 9198 9176 9152 9131 9111 9067 44 internal_count=9220 9198 9176 9152 9131 9111 9067 44 is_linear=0 shrinkage=0.01 Tree=698 num_leaves=16 num_cat=1 split_feature=13 3 1 4 4 8 3 25 2 0 0 0 1 26 13 split_gain=288519 181824 775139 249637 169404 121254 113993 110311 123675 790192 627262 260238 114384 89919.6 5928.78 threshold=464.11500000000007 593.34250000000009 397.87500000000006 1120.4650000000004 21.101500000000005 173.80000000000004 904.12500000000011 0 352.38000000000005 303.97500000000008 1144.97 14.976000000000001 652.50000000000011 2022.5000000000002 709.65000000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 4 7 6 14 -3 13 10 11 12 -10 -9 -1 -2 right_child=5 2 -4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16 leaf_value=0.027513640103516757 -0.23462779498100284 0.83742487771170471 2.1797718104571104 -1.005749981880188 -0.7568230548112288 -1.2626573445580223 -0.16197095651626586 -0.013838603498324638 0.14517354257483234 1.8219129339853921 -1.7017870036038485 -1.0849336905706497 0.47068653710034425 0.44366079311370848 -0.46005656063556671 leaf_weight=108 20 21 20 25 23 22 25 8614 95 27 22 21 49 100 28 leaf_count=108 20 21 20 25 23 22 25 8614 95 27 22 21 49 100 28 internal_value=0 -0.00343857 0.44635 -0.00785654 -0.056091 -0.647894 0.294275 -0.00509565 -0.010566 0.281116 -0.0153807 -0.0775183 -0.011098 0.217145 -0.366128 internal_weight=0 9150 89 9061 69 70 46 9036 8828 143 8685 116 8663 208 48 internal_count=9220 9150 89 9061 69 70 46 9036 8828 143 8685 116 8663 208 48 cat_boundaries=0 2 cat_threshold=8320 16842752 is_linear=0 shrinkage=0.01 Tree=699 num_leaves=15 num_cat=1 split_feature=13 3 1 4 4 8 3 25 1 0 0 26 26 13 split_gain=282777 178206 759713 244669 166033 118841 111724 108116 108464 103778 191299 92524.2 88130.2 5810.8 threshold=464.11500000000007 593.34250000000009 397.87500000000006 1120.4650000000004 21.101500000000005 173.80000000000004 904.12500000000011 0 1209.1250000000002 649.85000000000014 449.26500000000004 2022.5000000000002 2022.5000000000002 709.65000000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 4 7 6 13 -3 12 9 10 -9 -11 -1 -2 right_child=5 2 -4 -5 -6 -7 -8 8 -10 11 -12 -13 -14 -15 leaf_value=0.027238511398986535 -0.23228151428699495 0.82905062357584647 2.1579741760492328 -0.9956924873352051 -0.74925482501802243 -1.2500307555632157 -0.16035126810073852 -0.012677049891642445 0.72511615467071533 -0.79219545245170597 0.601569346259622 -0.057890710315188845 0.43922421264052391 -0.45545599945953918 leaf_weight=108 20 21 20 25 23 22 25 8688 20 32 51 37 100 28 leaf_count=108 20 21 20 25 23 22 25 8688 20 32 51 37 100 28 internal_value=0 -0.00340418 0.441887 -0.00777797 -0.0555301 -0.641415 0.291332 -0.0050447 -0.0104603 -0.0121424 -0.00909236 -0.398438 0.214973 -0.362467 internal_weight=0 9150 89 9061 69 70 46 9036 8828 8808 8739 69 208 48 internal_count=9220 9150 89 9061 69 70 46 9036 8828 8808 8739 69 208 48 cat_boundaries=0 2 cat_threshold=8320 16842752 is_linear=0 shrinkage=0.01 Tree=700 num_leaves=10 num_cat=1 split_feature=25 1 1 13 13 3 1 0 12 split_gain=412421 278281 308056 181492 794701 220425 578221 247168 15407.6 threshold=0 1422.3575000000001 1058.7500000000002 603.77750000000015 464.11500000000007 593.34250000000009 42.190000000000005 1205.5225000000003 73.46250000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -7 -2 -5 right_child=1 -3 -4 8 -6 6 -8 -9 -10 leaf_value=-0.56092555362786822 -0.0053383102148539478 -1.1253992115367542 1.1825353587757459 -0.47021301574707031 1.9439963679086594 -0.013742551523096421 1.9924653374552728 -1.0433261174740998 -0.84259507739543926 leaf_weight=124 8903 22 22 25 21 51 20 23 20 leaf_count=124 8903 22 22 25 21 51 20 23 20 internal_value=0 -0.0020732 0.000644737 -0.00222425 0.000936891 -0.00359843 0.551386 -0.00801294 -0.635716 internal_weight=0 9107 9085 9063 9018 8997 71 8926 45 internal_count=9231 9107 9085 9063 9018 8997 71 8926 45 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=701 num_leaves=9 num_cat=1 split_feature=25 4 1 18 5 10 1 26 split_gain=404825 300336 319377 125133 111076 142683 117753 39544.1 threshold=0 1164.6975000000002 1422.3575000000001 494.36250000000007 1279.9550000000002 690.66750000000013 366.58182000000005 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=-0.4248307829811459 -0.0049157314049338482 0.93605194610707898 -1.2373666745140439 0.65311689508372339 -0.68422072837750125 -0.62272162165190725 0.29376336709776923 -0.78203502748833331 leaf_weight=63 8828 34 21 29 24 37 134 61 leaf_count=63 8828 34 21 29 24 37 134 61 internal_value=0 -0.00205247 -0.00557016 -0.00271248 -0.00482032 -0.00300839 -0.000449876 -0.555735 internal_weight=0 9107 9073 9052 9023 8999 8962 124 internal_count=9231 9107 9073 9052 9023 8999 8962 124 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=10 num_cat=1 split_feature=25 4 0 18 5 10 3 26 9 split_gain=396769 294360 224507 131808 122682 144286 105099 38757.2 24145.4 threshold=0 1164.6975000000002 1205.5225000000003 494.36250000000007 1279.9550000000002 541.75000000000011 644.32500000000016 2022.5000000000002 92.100000000000023 decision_type=9 2 2 2 2 2 2 2 2 left_child=7 2 3 4 5 6 -2 -1 -7 right_child=1 -3 -4 -5 -6 8 -8 -9 -10 leaf_value=-0.4205824685475183 0.0029500422408603685 0.92669144167619599 -0.86915870539347329 0.68239401783261988 -0.75062169351361019 -0.69608408236876129 -0.41698903511464591 -0.77421467921772946 -0.25969801539466497 leaf_weight=63 8880 34 30 28 22 32 60 61 21 leaf_count=63 8880 34 30 28 22 32 60 61 21 internal_value=0 -0.00203194 -0.00551446 -0.00264934 -0.00477704 -0.00295244 0.000131659 -0.550178 -0.523176 internal_weight=0 9107 9073 9043 9015 8993 8940 124 53 internal_count=9231 9107 9073 9043 9015 8993 8940 124 53 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=703 num_leaves=12 num_cat=1 split_feature=25 4 1 3 1 0 6 1 1 4 26 split_gain=388874 288502 311734 124778 703148 523341 123529 90270.8 113577 87381.6 37985.9 threshold=0 1164.6975000000002 1422.3575000000001 346.12500000000006 330.61600000000004 1205.5225000000003 37.600000000000009 1005.9575000000001 660.10000000000002 210.75000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 5 6 7 9 8 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.41637664912238953 -0.0030590612308535872 0.91742448989082792 -1.2224285361880349 0.0073327753013306919 2.0283588919490576 -1.5140587649138078 0.64156539863691875 0.65119810149783175 -0.59989741623401638 -0.72268888962268829 -0.76647253896369305 leaf_weight=63 8819 34 21 91 20 23 26 21 32 20 61 leaf_count=63 8819 34 21 91 20 23 26 21 32 20 61 internal_value=0 -0.00201162 -0.00545932 -0.00263603 0.276824 -0.00756861 0.0211256 -0.00366314 -0.00521688 -0.124203 -0.544676 internal_weight=0 9107 9073 9052 157 8895 137 8872 8851 111 124 internal_count=9231 9107 9073 9052 157 8895 137 8872 8851 111 124 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=704 num_leaves=12 num_cat=1 split_feature=25 4 1 3 1 0 6 5 4 1 26 split_gain=381135 282761 305531 122295 689155 512927 121071 118655 85642.7 81489.1 37230 threshold=0 1164.6975000000002 1422.3575000000001 346.12500000000006 330.61600000000004 1205.5225000000003 37.600000000000009 1164.6975000000002 210.75000000000003 1005.9575000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 5 6 7 8 9 -5 -2 -1 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.41221287818182084 -0.0033320300708495339 0.90825031827477842 -1.2102042552403043 0.0072594470244187574 2.0080753204822539 -1.4989181974659795 0.63514975120313466 -0.77300155544281013 -0.71546199452877046 0.6357047398090363 -0.7588078133004611 leaf_weight=63 8832 34 21 91 20 23 26 20 20 20 61 leaf_count=63 8832 34 21 91 20 23 26 20 20 20 61 internal_value=0 -0.00199151 -0.00540472 -0.00260967 0.274056 -0.00749292 0.0209143 -0.00362651 -0.122961 -0.00188821 -0.539229 internal_weight=0 9107 9073 9052 157 8895 137 8872 111 8852 124 internal_count=9231 9107 9073 9052 157 8895 137 8872 111 8852 124 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=705 num_leaves=15 num_cat=2 split_feature=5 0 9 25 24 0 26 3 26 4 9 9 26 4 split_gain=316596 281162 157769 121110 773504 449345 175685 147572 359999 89969.5 85362.1 28952.4 9411.84 4288.52 threshold=1279.9550000000002 1374.9750000000004 747.7125000000002 0 1 47.808000000000007 2022.5000000000002 593.34250000000009 2022.5000000000002 652.50000000000011 466.8300000000001 1256.5500000000004 2022.5000000000002 947.25000000000011 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 6 -6 9 -9 10 -5 -4 -1 -11 right_child=-2 -3 11 7 5 -7 -8 8 -10 13 -12 -13 -14 -15 leaf_value=-0.41067487333760122 -1.1026591438513536 1.061435521697998 -0.82836274919302566 -0.008223265898853506 0.12351718229777886 1.8618262637745249 0.66598727892930498 1.3395624678223224 -0.25207977890968325 -0.57201355028152467 0.52613389484087625 -0.33674374074935914 -0.58528208794264958 -0.37179280560949574 leaf_weight=66 26 25 23 8560 132 22 109 27 30 20 30 25 58 23 leaf_count=66 26 25 23 8560 132 22 109 27 30 20 30 25 58 23 internal_value=0 0.00239107 -0.000510425 0.00251331 0.173315 0.475667 0.368867 -0.00528653 0.501856 -0.0086411 -0.00635706 -0.572311 -0.455604 -0.464919 internal_weight=0 9150 9125 9077 387 263 241 8690 57 8633 8590 48 124 43 internal_count=9176 9150 9125 9077 387 263 241 8690 57 8633 8590 48 124 43 cat_boundaries=0 2 3 cat_threshold=532480 65537 1124 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=19 num_cat=3 split_feature=5 0 9 25 24 0 26 0 0 0 0 0 0 24 26 9 0 26 split_gain=310295 275567 154629 119159 979188 441062 551307 92394.5 188900 304613 96493.5 86080.2 101708 63681.9 45308.1 28376.2 15314 5262.04 threshold=1279.9550000000002 1374.9750000000004 747.7125000000002 0 1 47.808000000000007 2022.5000000000002 381.31500000000005 210.75000000000003 232.70000000000002 184.44910000000004 509.79100000000005 866.75000000000011 2 2022.5000000000002 1256.5500000000004 441.67528000000004 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -10 -5 16 -13 14 -6 -4 -9 -15 right_child=-2 -3 15 7 13 -7 -8 11 9 -11 -12 12 -14 17 -16 -17 -18 -19 leaf_value=0.026185851563106884 -1.0916325488457315 1.0508211135864258 -0.8200791083211485 -0.00556741867112189 0.067534083875559148 2.0245158967517671 1.0815300160116619 -0.40708900870948 1.3198606240307842 0.131212972881638 -0.53938471447019021 0.21970280001560849 -0.58906128261400303 -0.46212379702654749 -0.3373416439501139 -0.33337629580497741 -0.7380348855477793 -0.60243294880940368 leaf_weight=110 26 25 23 8343 59 21 90 29 27 107 34 48 23 55 52 25 27 52 leaf_count=110 26 25 23 8343 59 21 90 29 27 107 34 48 23 55 52 25 27 52 internal_value=0 0.00236716 -0.000505321 0.00248818 0.161319 0.617892 0.501091 -0.00576402 -0.00177559 0.370717 -0.00773404 -0.273505 -0.0422912 -0.308336 -0.112043 -0.566588 -0.566652 -0.484986 internal_weight=0 9150 9125 9077 439 221 200 8638 8511 134 8377 127 71 218 111 48 56 107 internal_count=9176 9150 9125 9077 439 221 200 8638 8511 134 8377 127 71 218 111 48 56 107 cat_boundaries=0 2 3 4 cat_threshold=532608 65537 915 2060 is_linear=0 shrinkage=0.01 Tree=707 num_leaves=14 num_cat=2 split_feature=5 0 9 25 10 0 25 3 26 4 15 9 4 split_gain=304121 270083 151552 116787 437715 195633 156723 145274 353191 87902.5 117505 27811.5 4172.17 threshold=1279.9550000000002 1374.9750000000004 747.7125000000002 0 96.07050000000001 66.112500000000011 1 593.34250000000009 2022.5000000000002 652.50000000000011 674.04250000000013 1256.5500000000004 947.25000000000011 decision_type=2 2 2 9 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 10 -5 -4 -11 right_child=-2 -3 11 7 -6 -7 -8 8 -10 12 -12 -13 -14 leaf_value=-0.20731704803718917 -1.0807161578765283 1.0403129302978515 -0.81187833246977437 -0.0049418798255499814 1.5062521662012389 0.75396969866752628 0.193597550515656 1.3272095490384985 -0.24931197770436606 -0.5656863095760345 -0.75389196685382309 -0.33004252777099607 -0.36820038702176966 leaf_weight=164 26 25 23 8517 23 40 212 27 30 20 21 25 23 leaf_count=164 26 25 23 8517 23 40 212 27 30 20 21 25 23 internal_value=0 0.00234348 -0.000500268 0.00246329 0.159706 0.0890968 0.0183657 -0.00570638 0.497461 -0.00905536 -0.00678399 -0.560922 -0.460054 internal_weight=0 9150 9125 9077 439 416 376 8638 57 8581 8538 48 43 internal_count=9176 9150 9125 9077 439 416 376 8638 57 8581 8538 48 43 cat_boundaries=0 2 3 cat_threshold=532608 65537 524288 is_linear=0 shrinkage=0.01 Tree=708 num_leaves=15 num_cat=2 split_feature=5 3 1 4 9 25 24 26 2 26 2 2 9 3 split_gain=298068 225868 1.45838e+06 206098 136098 188401 1.01755e+06 1.04725e+06 611368 123383 88570.6 108976 16895.4 2958.81 threshold=1279.9550000000002 488.75250000000005 415.60849999999999 1120.4650000000004 747.7125000000002 0 1 2022.5000000000002 85.544000000000025 2022.5000000000002 1052.6300000000003 438.71000000000009 1256.5500000000004 890.22500000000014 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 11 -7 -6 -11 right_child=-2 2 -4 -5 12 10 8 -9 -10 13 -12 -13 -14 -15 leaf_value=0.22651307363358755 -1.0699090255223789 0.28051947877957273 2.8908579282760622 -1.0169380569458009 -0.75983729817650547 -0.0087043553884245256 -0.30840509222949158 2.1989465944817725 1.518772113800049 -0.58452552659170975 -0.5688475791897093 0.39030959391939468 -0.35824747943878171 -0.41665914163703011 leaf_weight=63 26 39 20 20 22 8543 217 47 20 21 28 69 20 21 leaf_count=63 26 39 20 20 22 8543 217 47 20 21 28 69 20 21 internal_value=0 0.0023199 0.472599 -0.0029291 -0.000682988 0.00197114 0.227093 0.980173 -0.147969 -0.124501 -0.00732459 -0.00550743 -0.568604 -0.500592 internal_weight=0 9150 101 9049 9029 8987 347 110 237 81 8640 8612 42 42 internal_count=9176 9150 101 9049 9029 8987 347 110 237 81 8640 8612 42 42 cat_boundaries=0 2 3 cat_threshold=532608 65536 643 is_linear=0 shrinkage=0.01 Tree=709 num_leaves=14 num_cat=1 split_feature=5 0 9 25 3 26 1 0 4 15 26 9 4 split_gain=292137 261625 145889 112052 140340 343094 119111 362890 84778.8 115231 77264.4 26780.3 4345.7 threshold=1279.9550000000002 1374.9750000000004 747.7125000000002 0 593.34250000000009 2022.5000000000002 488.75250000000005 66.112500000000011 652.50000000000011 674.04250000000013 2022.5000000000002 1256.5500000000004 947.25000000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -6 7 10 9 -5 -1 -4 -10 right_child=-2 -3 11 4 5 -7 -8 -9 12 -11 -12 -13 -14 leaf_value=-0.028406577791486469 -1.0592099107228794 1.0238848266601561 -0.79661351100258204 -0.0043379239729488348 1.3072651113183409 -0.24655870278676351 -0.54358462940562857 1.2312318010628223 -0.55909433841705325 -0.74599927073433292 0.27663865906528279 -0.32379510499052705 -0.35754328872846525 leaf_weight=175 26 25 23 8569 27 30 22 32 20 21 158 25 23 leaf_count=175 26 25 23 8569 27 30 22 32 20 21 158 25 23 internal_value=0 0.0022967 -0.000502172 0.00240549 -0.00509697 0.489463 0.166696 0.214074 -0.00836824 -0.00615107 0.11633 -0.550354 -0.451288 internal_weight=0 9150 9125 9077 8690 57 387 365 8633 8590 333 48 43 internal_count=9176 9150 9125 9077 8690 57 387 365 8633 8590 333 48 43 cat_boundaries=0 2 cat_threshold=532480 65537 is_linear=0 shrinkage=0.01 Tree=710 num_leaves=12 num_cat=1 split_feature=0 0 25 4 13 12 4 2 8 26 13 split_gain=278941 319494 290903 257468 181231 237016 1.19862e+06 141591 92615.9 16348.1 6214.85 threshold=1295.4950000000001 960.86250000000007 0 1265.0725000000002 464.11500000000007 312.37500000000006 14.655000000000003 1120.4650000000004 52.345500000000008 2022.5000000000002 709.65000000000009 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 7 -7 -4 10 -1 -6 right_child=-2 -3 3 -5 8 6 -8 -9 -10 -11 -12 leaf_value=-0.34000428207610783 -0.90956074658562158 1.1501588630676269 -0.0035440950800234923 0.99621773903186506 -0.14483728170394897 -0.1849987030029297 2.5969558225359237 0.78208956428196119 -1.0992156447172166 -0.54419384756205991 -0.38840164580128411 leaf_weight=76 34 24 8817 26 20 59 21 23 20 81 22 leaf_count=76 34 24 8817 26 20 59 21 23 20 81 22 internal_value=0 -0.00211987 -0.0051373 0.00253235 -0.000341235 0.00340369 0.545264 -0.00150003 -0.539127 -0.418683 -0.272419 internal_weight=0 9189 9165 9008 8982 8920 80 8840 62 157 42 internal_count=9223 9189 9165 9008 8982 8920 80 8840 62 157 42 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=711 num_leaves=12 num_cat=1 split_feature=14 4 25 11 7 4 2 2 3 3 26 split_gain=298799 442783 209627 120245 119289 100266 137023 268970 126646 16839.2 583.029 threshold=473.87250000000012 1164.6975000000002 0 874.60000000000014 47.808000000000007 589.71000000000015 437.62500000000006 515.86500000000012 593.34250000000009 43.440000000000005 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 10 5 -2 6 8 -8 -4 -7 -1 right_child=4 -3 3 -5 -6 9 7 -9 -10 -11 -12 leaf_value=-0.36051662813533436 -0.3805101065886648 1.138222816691679 -0.0014658129225688008 -0.70544757835566996 -1.3196370869591123 -0.29338425501187643 1.2002971124649049 0.078038268314467543 0.52462116023768557 -0.66798674446344375 -0.39918434402610686 leaf_weight=77 38 34 8736 24 21 30 28 90 46 20 79 leaf_count=77 38 34 8736 24 21 30 28 90 46 20 79 internal_value=0 -0.000843385 -0.00508525 0.00143221 -0.714776 0.00332936 0.00583809 0.344337 0.00128982 -0.443225 -0.357201 internal_weight=0 9164 9130 8974 59 8950 8900 118 8782 50 156 internal_count=9223 9164 9130 8974 59 8950 8900 118 8782 50 156 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=712 num_leaves=11 num_cat=1 split_feature=5 5 25 2 11 3 6 4 6 26 split_gain=522069 902962 194195 171842 177808 141915 126320 171162 87723.9 102.871 threshold=1587.2775000000001 1089.1825000000001 0 817.62000000000012 874.60000000000014 66.112500000000011 422.52500000000009 593.34250000000009 874.60000000000014 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 9 4 6 -5 7 -4 -8 -1 right_child=-2 -3 3 5 -6 -7 8 -9 -10 -11 leaf_value=-0.35691146451157407 -1.6192604665756227 2.0693838926724024 0.0065076735081440766 0.083273857116699226 -0.81404289735688107 1.0926693916492738 -0.53887421389965162 -0.52942291490236915 0.064323133362664126 -0.37305455224013623 leaf_weight=77 20 21 8772 30 27 26 73 60 36 81 leaf_count=77 20 21 8772 30 27 26 73 60 36 81 internal_value=0 -0.001849 -0.00658608 -0.000307039 -0.00375573 0.551922 -0.00130883 0.00286684 -0.339653 -0.34345 internal_weight=0 9203 9182 9024 8968 56 8941 8832 109 158 internal_count=9223 9203 9182 9024 8968 56 8941 8832 109 158 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=713 num_leaves=12 num_cat=1 split_feature=5 5 25 2 13 6 4 3 6 2 26 split_gain=511680 884993 190330 168423 159504 149177 142866 139091 85234.5 59716.1 100.824 threshold=1587.2775000000001 1089.1825000000001 0 817.62000000000012 464.11500000000007 422.52500000000009 593.34250000000009 66.112500000000011 960.95500000000004 9.775500000000001 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 10 4 5 6 -4 -5 -7 -6 -1 right_child=-2 -3 3 7 9 8 -8 -9 -10 -11 -12 leaf_value=-0.35334234869325315 -1.6030678486824037 2.0486900770096552 0.0075783155061677054 0.082441121419270832 -0.29412793049445518 -0.55222738087177281 -0.48616239190101623 1.0817427056110822 0.05640791401718602 -0.96621306771039972 -0.36932400988943787 leaf_weight=77 20 21 8741 30 39 76 59 26 33 20 81 leaf_count=77 20 21 8741 30 39 76 59 26 33 20 81 internal_value=0 -0.00183051 -0.00652022 -0.000303969 -0.00371818 -0.000286154 0.00426801 0.546403 -0.367962 -0.521953 -0.340016 internal_weight=0 9203 9182 9024 8968 8909 8800 56 109 59 158 internal_count=9223 9203 9182 9024 8968 8909 8800 56 109 59 158 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=714 num_leaves=13 num_cat=1 split_feature=14 4 0 12 4 25 14 11 12 11 12 26 split_gain=291030 436560 212438 208128 957905 200944 138578 227800 126115 33231.8 1635.27 1537.86 threshold=473.87250000000012 1164.6975000000002 1422.3575000000001 312.37500000000006 14.655000000000003 0 348.75000000000006 460.42500000000007 290.03125000000006 83.250000000000014 503.46500000000009 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 5 9 11 7 -7 -2 10 -5 -1 right_child=8 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.34980892800665525 -0.37424686810909175 1.1302914061265834 -1.009585938226609 0.044392879247665412 2.1355458837464449 0.0010017066143691825 0.83051852709054941 -0.67589410078525547 -1.3509488129615783 -0.51079530398050943 -0.083484941959381109 -0.41364794131871818 leaf_weight=77 39 34 21 20 25 8802 20 50 20 21 20 74 leaf_count=77 39 34 21 20 25 8802 20 50 20 21 20 74 internal_value=0 -0.000742453 -0.00495441 -0.00263832 0.486978 -0.00730495 -0.000942053 -0.0028217 -0.705332 -0.188665 -0.019546 -0.357424 internal_weight=0 9164 9130 9109 86 9023 8872 8852 59 61 40 151 internal_count=9223 9164 9130 9109 86 9023 8872 8852 59 61 40 151 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=11 num_cat=1 split_feature=5 9 0 26 0 17 18 25 8 12 split_gain=327465 187640 151305 210222 111095 87485.7 175652 105872 69874.3 20977.8 threshold=1435.0600000000002 1144.97 1005.9575000000001 2022.5000000000002 744.3325000000001 13.037000000000001 456.25000000000006 0 148.02912000000001 42.904000000000003 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 -4 5 6 7 -1 9 -7 right_child=-2 -3 3 -5 -6 8 -8 -9 -10 -11 leaf_value=0.084762297212799015 1.2484838553837367 -0.77837582726632393 -1.221757485071818 0.08851488800048829 0.69804720070051107 -0.18018723764935055 0.92030417124430342 -0.010236225337912843 -0.69954614677429205 0.12780288294817393 leaf_weight=1381 21 31 24 25 23 148 21 7482 25 26 leaf_count=1381 21 31 24 25 23 148 21 7482 25 26 internal_value=0 -0.00168478 0.000945192 -0.553251 0.00392736 0.00216971 0.0068146 0.00465018 -0.205193 -0.134166 internal_weight=0 9186 9155 49 9106 9083 8884 8863 199 174 internal_count=9207 9186 9155 49 9106 9083 8884 8863 199 174 cat_boundaries=0 3 cat_threshold=16785536 1224998913 134219792 is_linear=0 shrinkage=0.01 Tree=716 num_leaves=9 num_cat=0 split_feature=5 9 1 1 0 26 18 10 split_gain=320948 183907 159473 245203 133779 616726 97304.4 151279 threshold=1435.0600000000002 1144.97 1530.8125000000002 1058.7500000000002 1005.9575000000001 2022.5000000000002 456.25000000000006 788.58750000000009 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=0.0033046470880347045 1.2359990115392776 -0.77059207685532116 -0.86949726740519218 1.0341580482151198 -1.774513931274414 0.64903359367733915 0.52919277899605888 -0.69646542549133306 leaf_weight=9003 21 31 21 23 21 21 35 31 leaf_count=9003 21 31 21 23 21 21 35 31 internal_value=0 -0.00166712 0.000936555 0.00293777 0.000334537 -0.56274 0.00294223 0.000903399 internal_weight=0 9186 9155 9134 9111 42 9069 9034 internal_count=9207 9186 9155 9134 9111 42 9069 9034 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=8 num_cat=1 split_feature=4 10 1 1 25 2 2 split_gain=338544 298984 219768 233763 116991 113032 82522.7 threshold=1422.3575000000001 1144.97 1530.8125000000002 1058.7500000000002 0 1279.9550000000002 444.37800000000004 decision_type=2 2 2 2 9 2 2 left_child=1 2 3 4 -1 6 -6 right_child=-2 -3 -4 -5 5 -7 -8 leaf_value=0.28900202971568212 1.30077685546875 -1.0725177764892579 -1.0457570266723633 1.0105228287240733 -0.0016734823735317114 0.74758506965637217 -0.2797764168183009 leaf_weight=129 20 26 20 23 8861 20 108 leaf_count=129 20 26 20 23 8861 20 108 internal_value=0 -0.00168501 0.00135414 0.00364516 0.00110533 -0.00334402 -0.00502225 internal_weight=0 9187 9161 9141 9118 8989 8969 internal_count=9207 9187 9161 9141 9118 8989 8969 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=718 num_leaves=12 num_cat=0 split_feature=4 0 0 13 0 1 0 0 1 20 5 split_gain=331806 305250 149766 129828 81418.6 83284.1 328487 449466 168707 106327 144453 threshold=1422.3575000000001 1081.6425000000002 1587.2775000000001 603.77750000000015 806.46500000000003 403.91250000000008 129.39000000000001 362.12500000000006 479.25000000000006 355.67500000000007 1164.6975000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 9 8 -8 -7 10 -1 right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12 leaf_value=-0.00047033203939875862 1.2877690887451172 -1.4215888352827595 -0.22593709564208986 -0.60563816227231704 0.56337453548724836 0.7593114290237426 2.0710265941619874 -0.023644790649414063 -0.2662694392969579 0.72748033753037444 -0.81178318543867634 leaf_weight=8900 20 22 20 35 26 20 20 21 81 20 22 leaf_count=8900 20 22 20 35 26 20 20 21 81 20 22 internal_value=0 -0.00166501 -0.852231 0.00224136 0.00457679 0.00297741 0.243256 0.998146 -0.0631841 -0.000838244 -0.00247088 internal_weight=0 9187 42 9145 9110 9084 142 41 101 8942 8922 internal_count=9207 9187 42 9145 9110 9084 142 41 101 8942 8922 is_linear=0 shrinkage=0.01 Tree=719 num_leaves=14 num_cat=2 split_feature=4 0 0 3 3 6 0 24 25 2 2 5 3 split_gain=325203 299175 146786 134786 284322 121573 113101 490182 97838.6 59437.1 35647.8 43587.3 4901.22 threshold=1422.3575000000001 1081.6425000000002 1587.2775000000001 721.76691000000005 589.71000000000015 438.71000000000009 210.75000000000003 0 1 319.13250000000005 280.87500000000006 92.100000000000023 1120.4650000000004 decision_type=2 2 2 2 2 2 2 1 9 2 2 2 2 left_child=1 3 -3 4 5 6 8 -8 -1 12 11 -7 -5 right_child=-2 2 -4 9 -6 10 7 -9 -10 -11 -12 -13 -14 leaf_value=0.16780665945793902 1.2748914756774903 -1.4073729931224477 -0.22367768096923829 -0.77911448251117366 1.1963906154632569 -0.27156450408476374 0.68134797712988104 -0.16811446195618707 -0.0062209749648361717 -0.01377003824710846 0.035838551998138429 -0.76365333292219373 -0.56281756547093398 leaf_weight=326 20 22 20 22 20 54 111 151 8374 20 20 27 20 leaf_count=326 20 22 20 22 20 54 111 151 8374 20 20 27 20 internal_value=0 -0.00164836 -0.843709 0.00221894 0.00539079 0.00276252 0.00665064 0.211361 0.000485791 -0.462456 -0.342241 -0.435594 -0.676116 internal_weight=0 9187 42 9145 9083 9063 8962 262 8700 62 101 81 42 internal_count=9207 9187 42 9145 9083 9063 8962 262 8700 62 101 81 42 cat_boundaries=0 1 3 cat_threshold=1039 16785536 17039361 is_linear=0 shrinkage=0.01 Tree=720 num_leaves=13 num_cat=2 split_feature=3 5 0 6 4 25 24 26 18 0 26 3 split_gain=270533 699668 313852 190164 152314 140235 435068 244726 123082 226896 67979.1 2858.29 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 20.310500000000005 1013.1050000000001 0 1 2022.5000000000002 709.65000000000009 929.87500000000011 2022.5000000000002 1013.1050000000001 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 11 5 6 7 -1 9 -7 -8 -2 right_child=3 -3 -4 -5 -6 8 10 -9 -10 -11 -12 -13 leaf_value=0.3032321151934172 -0.1869057542627508 1.828944020044236 1.0060087579296482 -1.3752590942382812 -0.78137473821640013 -0.0059592896900950102 0.084559415321092346 1.2617706545829774 0.75803942907424204 -1.0466574750627791 -0.33987930262630633 -0.33405780479763492 leaf_weight=57 22 21 31 22 25 8746 74 50 21 21 77 33 leaf_count=57 22 21 31 22 25 8746 74 50 21 21 77 33 internal_value=0 0.00573696 0.00153048 -0.5895 -0.00190231 0.000251882 0.225595 0.686947 -0.00661297 -0.00845212 -0.123685 -0.275197 internal_weight=0 9123 9102 77 9071 9046 258 107 8788 8767 151 55 internal_count=9200 9123 9102 77 9071 9046 258 107 8788 8767 151 55 cat_boundaries=0 2 3 cat_threshold=16785408 16842753 1201 is_linear=0 shrinkage=0.01 Tree=721 num_leaves=14 num_cat=2 split_feature=3 5 0 6 4 25 24 26 2 2 0 26 2 split_gain=265150 685745 307606 186380 149283 137445 426410 239856 139390 202276 117262 66626.3 24732.8 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 20.310500000000005 1013.1050000000001 0 1 2022.5000000000002 817.62000000000012 1164.4950000000001 960.86250000000007 2022.5000000000002 134.19600000000003 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 4 12 5 6 7 -1 10 -10 -7 -8 -2 right_child=3 -3 -4 -5 -6 8 11 -9 9 -11 -12 -13 -14 leaf_value=0.30019979974679778 -0.44559003445009387 1.8106545525505431 0.99594866967970319 -1.3615065176920458 -0.77356100082397461 -0.0075611760121412231 0.08371382117271424 1.249152981567383 1.2298444600538774 -0.159695161819458 -0.77414838409423825 -0.33648051223197539 -0.012727485786784778 leaf_weight=57 33 21 31 22 25 8726 74 50 22 20 20 77 22 leaf_count=57 33 21 31 22 25 8726 74 50 22 20 20 77 22 internal_value=0 0.00567959 0.00151518 -0.583605 -0.00188329 0.000249364 0.223339 0.680077 -0.00654684 0.568159 -0.00931418 -0.122448 -0.272445 internal_weight=0 9123 9102 77 9071 9046 258 107 8788 42 8746 151 55 internal_count=9200 9123 9102 77 9071 9046 258 107 8788 42 8746 151 55 cat_boundaries=0 2 3 cat_threshold=16785408 16842753 1201 is_linear=0 shrinkage=0.01 Tree=722 num_leaves=11 num_cat=0 split_feature=3 5 0 6 4 18 10 10 0 2 split_gain=259873 672098 301485 182671 146312 136405 187324 368681 129141 24240.7 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 20.310500000000005 1013.1050000000001 765.88 219.79500000000002 169.17500000000004 44.590000000000011 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 -2 right_child=3 -3 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=0.00013755866237903929 -0.44113413417881187 1.7925480515616281 0.98598917930356922 -1.3478914637999102 -0.76582538509368903 0.82518092823028566 -0.20198235049964935 0.97456533236381337 -0.92418394888600996 -0.012600217082283713 leaf_weight=8833 33 21 31 22 25 20 123 39 31 22 leaf_count=8833 33 21 31 22 25 20 123 39 31 22 internal_value=0 0.00562279 0.00150002 -0.577769 -0.00186445 0.000246871 -0.00158104 0.004421 -0.347361 -0.269721 internal_weight=0 9123 9102 77 9071 9046 9026 8872 154 55 internal_count=9200 9123 9102 77 9071 9046 9026 8872 154 55 is_linear=0 shrinkage=0.01 Tree=723 num_leaves=12 num_cat=2 split_feature=3 5 0 6 4 25 24 2 2 16 2 split_gain=254702 658724 295485 179036 143401 134691 417856 136374 197664 117336 23758.3 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 20.310500000000005 1013.1050000000001 0 1 817.62000000000012 1164.4950000000001 466.8300000000001 134.19600000000003 decision_type=2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 4 10 5 6 -1 9 -9 -7 -2 right_child=3 -3 -4 -5 -6 7 -8 8 -10 -11 -12 leaf_value=0.67322200163816792 -0.43672279513243473 1.7746225715818862 0.97612930051742053 -1.3344125307419084 -0.75816713161468496 -0.0118251361464608 -0.12121358326503209 1.2160685244473544 -0.15753632545471191 0.50588258938355879 -0.012474219365553423 leaf_weight=107 33 21 31 22 25 8702 151 22 20 44 22 leaf_count=107 33 21 31 22 25 8702 151 22 20 44 22 internal_value=0 0.00556656 0.00148502 -0.571992 -0.00184581 0.000244403 0.221088 -0.00648337 0.561971 -0.00922062 -0.267023 internal_weight=0 9123 9102 77 9071 9046 258 8788 42 8746 55 internal_count=9200 9123 9102 77 9071 9046 258 8788 42 8746 55 cat_boundaries=0 2 3 cat_threshold=16785408 16842753 1201 is_linear=0 shrinkage=0.01 Tree=724 num_leaves=10 num_cat=0 split_feature=3 5 0 6 4 18 19 0 2 split_gain=249639 645611 289601 175473 140549 132694 144275 116818 23285.5 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 20.310500000000005 1013.1050000000001 765.88 439.62000000000006 831.91125000000011 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 -2 right_child=3 -3 -4 -5 -6 -7 -8 -9 -10 leaf_value=0.0027594342601186877 -0.43235557473067082 1.7568763835089547 0.96636798981697325 -1.3210684132575989 -0.75058546504974366 0.81388226556777954 -0.71826248807566506 -0.6222983207702637 -0.012349464676596903 leaf_weight=8968 33 21 31 22 25 20 28 30 22 leaf_count=8968 33 21 31 22 25 20 28 30 22 internal_value=0 0.00551695 0.00147624 -0.566272 -0.00182126 0.00024806 -0.00155481 0.000675445 -0.264353 internal_weight=0 9123 9102 77 9071 9046 9026 8998 55 internal_count=9200 9123 9102 77 9071 9046 9026 8998 55 is_linear=0 shrinkage=0.01 Tree=725 num_leaves=14 num_cat=3 split_feature=4 11 13 12 4 25 24 26 2 4 25 11 12 split_gain=284222 206535 128745 211247 1.53742e+06 115272 532265 340801 184459 102641 90690 44501.3 19659.8 threshold=1530.8125000000002 947.25000000000011 744.24250000000006 312.37500000000006 62.300000000000004 0 1 2022.5000000000002 1013.1050000000001 589.71000000000015 2 83.250000000000014 489.67750000000007 decision_type=2 2 2 2 2 9 1 2 2 2 9 2 2 left_child=1 2 3 5 11 6 7 -1 9 -7 -8 12 -5 right_child=-2 -3 -4 4 -6 8 10 -9 -10 -11 -12 -13 -14 leaf_value=0.24007439466623162 1.1943813743591309 -0.84160057404945632 -0.61984644459729843 0.16556550286032937 2.8596206192743212 -0.0070010396041094549 0.10166449967077223 1.3795517469801994 0.73940958911722365 -0.45694813048722699 -0.23361210786898931 -0.60669364520481661 -0.23390426090785435 leaf_weight=52 20 29 33 22 21 8582 167 53 33 51 140 21 28 leaf_count=52 20 29 33 22 21 8582 167 53 33 51 140 21 28 internal_value=0 0.000986719 0.00364183 0.00588558 0.482659 0.00105377 0.162448 0.744349 -0.00679884 -0.00965913 -0.0537767 -0.220387 -0.0581376 internal_weight=0 9232 9203 9170 92 9078 412 105 8666 8633 307 71 50 internal_count=9252 9232 9203 9170 92 9078 412 105 8666 8633 307 71 50 cat_boundaries=0 2 3 5 cat_threshold=8320 83886081 1537 0 67108865 is_linear=0 shrinkage=0.01 Tree=726 num_leaves=10 num_cat=0 split_feature=5 1 4 8 17 18 2 0 5 split_gain=300821 236631 371634 176567 106108 143964 131615 73321.9 48802.5 threshold=1435.0600000000002 1236.1260000000004 1374.9750000000004 1058.7500000000002 40.213800000000006 456.25000000000006 1013.1050000000001 48.391820000000003 31.602000000000004 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=0.0037082822822335744 1.2286234626770018 0.83358766219195202 -1.3309792019072035 -0.72931770310257427 -0.23276376376804123 0.78154003779093428 0.64618140473961827 -0.72488964800481437 0.3017676328122616 leaf_weight=8924 20 34 21 33 117 24 32 27 20 leaf_count=8924 20 34 21 33 117 24 32 27 20 internal_value=0 0.000875366 -0.00220272 0.000837961 0.00347304 0.00807656 0.00600385 -0.248598 -0.15473 internal_weight=0 9232 9198 9177 9144 8980 8956 164 137 internal_count=9252 9232 9198 9177 9144 8980 8956 164 137 is_linear=0 shrinkage=0.01 Tree=727 num_leaves=11 num_cat=3 split_feature=5 1 4 8 25 24 26 2 8 25 split_gain=294835 231922 364239 173053 114784 538341 359414 193292 129703 98769.4 threshold=1435.0600000000002 1236.1260000000004 1374.9750000000004 1058.7500000000002 0 1 2022.5000000000002 890.22500000000014 515.18500000000006 2 decision_type=2 2 2 2 9 1 2 2 2 9 left_child=1 2 3 4 5 6 -1 8 -6 -7 right_child=-2 -3 -4 -5 7 9 -8 -9 -10 -11 leaf_value=0.23763656176053563 1.2163372840881348 0.82525181489832267 -1.3176694243294853 -0.72202452731854994 -0.0099202701727844744 0.10758527238047526 1.41337460233615 0.70733259953950578 0.59156322187847565 -0.24366219203488357 leaf_weight=52 20 34 21 33 8661 168 52 38 36 137 leaf_count=52 20 34 21 33 8661 168 52 38 36 137 internal_value=0 0.000866612 -0.00218069 0.000829581 0.00343831 0.165118 0.753093 -0.00431613 -0.00743051 -0.0529148 internal_weight=0 9232 9198 9177 9144 409 104 8735 8697 305 internal_count=9252 9232 9198 9177 9144 409 104 8735 8697 305 cat_boundaries=0 2 3 5 cat_threshold=8320 83886081 1537 0 67108865 is_linear=0 shrinkage=0.01 Tree=728 num_leaves=11 num_cat=2 split_feature=5 1 8 13 25 3 24 2 2 6 split_gain=288969 227307 184984 132861 124849 579681 384385 115453 328298 142433 threshold=1435.0600000000002 1236.1260000000004 1058.7500000000002 664.68750000000011 0 593.34250000000009 1 437.62500000000006 532.72500000000014 331.12500000000006 decision_type=2 2 2 2 9 2 1 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -6 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 -11 leaf_value=0.25891144589088222 1.2041739435195924 0.81699926881229179 -0.73840769298484221 -0.58949941494747216 -0.010114724578761723 1.7502564851442972 -0.12194010300295693 1.3472551012039184 -0.010575465326723845 -0.41696009199338402 leaf_weight=528 20 34 34 38 7882 21 515 24 69 87 leaf_count=528 20 34 34 38 7882 21 515 24 69 87 internal_value=0 0.000856472 -0.00216036 0.00057124 0.00302825 0.104312 0.0721724 -0.0104553 0.339832 -0.0145564 internal_weight=0 9232 9198 9164 9126 1064 1043 8062 93 7969 internal_count=9252 9232 9198 9164 9126 1064 1043 8062 93 7969 cat_boundaries=0 3 4 cat_threshold=532608 83886081 528 3603 is_linear=0 shrinkage=0.01 Tree=729 num_leaves=11 num_cat=1 split_feature=4 5 0 0 0 25 4 26 4 0 split_gain=285424 267417 171483 164345 112167 91678.2 106365 49455.5 37954 23186.6 threshold=1530.8125000000002 1341.6425000000002 1219.7885000000003 525.67500000000007 449.26500000000004 0 593.34250000000009 2022.5000000000002 83.65000000000002 767.58750000000009 decision_type=2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -5 right_child=-2 -3 -4 8 -6 6 -8 -9 -10 -11 leaf_value=0.086209413586436093 1.1967540359497071 -1.0760948709819629 0.6739080047607422 -0.75724010594189173 0.56976323481968472 0.0010419049598617074 -0.4569518297384767 0.46123725041524688 -0.069654295921325687 -0.36684054637777391 leaf_weight=74 20 23 38 32 35 8863 51 67 20 29 leaf_count=74 20 23 38 32 35 8863 51 67 20 29 internal_value=0 0.000839379 0.00352908 0.000751371 0.00474741 0.00256347 -0.00157666 0.246903 -0.447693 -0.57164 internal_weight=0 9232 9209 9171 9090 9055 8914 141 81 61 internal_count=9252 9232 9209 9171 9090 9055 8914 141 81 61 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=9 num_cat=0 split_feature=4 5 6 11 1 15 7 12 split_gain=230215 517891 116788 149029 115755 112482 153202 3587.5 threshold=1530.8125000000002 1374.9750000000004 1144.97 806.46500000000003 1341.6425000000002 462.80000000000007 548.95500000000004 73.46250000000002 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=0.0065084059048949941 1.0494476500011627 -1.5673807645979383 0.68735844497680665 -0.65788761517580829 -0.68818829218546551 -0.4147583827376366 0.54572065699775263 -0.59610179519653328 leaf_weight=9072 21 21 25 34 24 24 53 20 leaf_count=9072 21 21 25 34 24 24 53 20 internal_value=0 0.00123752 0.00479793 0.00294858 0.00539266 0.00720812 0.00964027 -0.497187 internal_weight=0 9273 9252 9227 9193 9169 9125 44 internal_count=9294 9273 9252 9227 9193 9169 9125 44 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=9 num_cat=1 split_feature=4 5 6 11 1 15 25 14 split_gain=225634 507585 114464 146063 113452 110418 89337.5 20107.8 threshold=1530.8125000000002 1374.9750000000004 1144.97 806.46500000000003 1341.6425000000002 378.05000000000007 0 60.425000000000004 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -7 right_child=-2 -3 -4 -5 -6 7 -8 -9 leaf_value=0.19935535876218941 1.038953112647647 -1.5517069437390283 0.68048487930297852 -0.65130874591715204 -0.68130641937255865 -0.2963446213982322 0.0046018989426373919 -0.69818053364753729 leaf_weight=232 21 21 25 34 24 33 8884 20 leaf_count=232 21 21 25 34 24 33 8884 20 internal_value=0 0.00122514 0.00474995 0.00291909 0.00533873 0.00713603 0.00978206 -0.447981 internal_weight=0 9273 9252 9227 9193 9169 9116 53 internal_count=9294 9273 9252 9227 9193 9169 9116 53 cat_boundaries=0 2 cat_threshold=8320 65537 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=20 num_cat=1 split_feature=4 5 14 0 24 8 0 0 11 0 6 1 11 8 0 14 14 7 11 split_gain=221143 497486 113665 148664 614743 566140 499316 207760 148276 138070 134378 269719 126043 75140.5 33537.5 32794.5 53642.8 19078.3 4869.24 threshold=1530.8125000000002 1374.9750000000004 70.588140000000024 123.63250000000001 0 241.87500000000003 540.74500000000012 210.75000000000003 460.42500000000007 303.97500000000008 325.97500000000008 174.37500000000003 345.49500000000006 1058.7500000000002 1005.9575000000001 362.12500000000006 715.87500000000011 27.463980000000003 715.87500000000011 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 7 9 -6 12 -5 11 15 13 -1 -8 17 -17 -4 -10 right_child=-2 -3 10 4 5 -7 14 -9 18 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 leaf_value=0.0035728252569101732 1.0285636465890067 -1.5361898440406436 -0.20085661877478875 0.32823630430080269 -0.069133512063459912 2.2155238466262821 -0.75991136764225209 0.67505315277536038 -0.70458368444442754 -0.26382364865272279 0.55514222443103789 -1.322011267931565 0.77774854793435055 -0.58160091619599952 -1.2437212139627207 0.34959439480746235 -0.3076013239311135 -0.53976536312699319 -0.48899364547296004 leaf_weight=8532 21 21 98 108 55 20 38 118 20 62 20 23 21 22 23 27 23 20 22 leaf_count=8532 21 21 98 108 55 20 38 118 20 62 20 23 21 22 23 27 23 20 22 internal_value=0 0.00121509 0.00470466 0.0100593 0.192865 0.591943 -0.159294 0.438462 0.00106433 0.112309 -0.224732 -0.306394 0.00396745 0.00206782 -0.942331 -0.167351 0.0472844 -0.258299 -0.591656 internal_weight=0 9273 9252 9041 424 193 231 173 8617 170 211 191 8575 8554 61 168 50 118 42 internal_count=9294 9273 9252 9041 424 193 231 173 8617 170 211 191 8575 8554 61 168 50 118 42 cat_boundaries=0 1 cat_threshold=2800 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=8 num_cat=0 split_feature=14 4 5 6 11 1 15 split_gain=218417 350280 374154 132163 120766 111430 94806.3 threshold=1064.4750000000001 1530.8125000000002 1279.9550000000002 1144.97 806.46500000000003 1341.6425000000002 378.05000000000007 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=0.010630577424500369 -1.0404016159176828 1.3277299613952636 -1.2188135168075562 0.74731650988260911 -0.60898224912583832 -0.67408598264058428 -0.41757721864260161 leaf_weight=9097 20 20 25 24 32 24 52 leaf_count=9097 20 20 25 24 32 24 52 internal_value=0 0.00575229 0.00289519 0.00620462 0.00427234 0.00641167 0.00819678 internal_weight=0 9274 9254 9229 9205 9173 9149 internal_count=9294 9274 9254 9229 9205 9173 9149 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=22 num_cat=3 split_feature=15 7 7 7 1 0 0 24 1 0 0 24 1 8 25 1 8 1 7 15 8 split_gain=214118 218820 213641 385254 467876 189447 191549 537486 476438 283190 236017 153484 104874 107662 99670 76364.6 38703.4 16261 6137.6 3156.12 2682.37 threshold=348.33000000000004 92.100000000000023 336.94125000000003 441.88278000000008 195.15000000000003 1265.0725000000002 123.63250000000001 0 68.280000000000015 352.08500000000004 148.26250000000002 1 422.52500000000009 458.03625000000005 2 557.67000000000019 21.101500000000005 1044.0050000000003 629.70000000000016 765.88 657.00000000000011 decision_type=2 2 2 2 2 2 2 1 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=2 19 5 -4 16 6 12 8 9 -8 -9 -12 13 14 -1 -14 18 -17 -5 -2 -15 right_child=1 -3 3 4 -6 -7 7 10 -10 -11 11 -13 15 20 -16 17 -18 -19 -20 -21 -22 leaf_value=0.17775771812959149 -0.25839267286761053 -1.4329816408157348 1.2552462168743737 -0.57891576133668421 1.2896320486068726 -0.80527012923668173 0.0081919950809118888 0.94464132599208672 1.8738982874155046 1.2823624654916617 0.13231452674316846 -0.3412069141050037 -0.73305875599384307 -0.35002234352959527 -0.005470849933953457 -0.019398040771484375 0.030599698605744737 -0.35500243880532006 -0.36272726889314322 -0.095102256655693052 -0.48442136382740558 leaf_weight=298 29 20 38 24 24 29 53 23 32 26 129 129 32 27 8212 42 23 22 29 20 33 leaf_count=298 29 20 38 24 24 29 53 23 32 26 129 129 32 27 8212 42 23 22 29 20 33 internal_value=0 -0.551523 0.00761717 0.398125 0.0724189 0.00168671 0.00427025 0.220487 0.774714 0.427539 -0.0251178 -0.112543 -0.00551017 -0.00182829 0.00114783 -0.334194 -0.311964 -0.134762 -0.460624 -0.191744 -0.423942 internal_weight=0 69 9225 138 100 9087 9058 392 111 79 281 258 8666 8570 8510 96 76 64 53 49 60 internal_count=9294 69 9225 138 100 9087 9058 392 111 79 281 258 8666 8570 8510 96 76 64 53 49 60 cat_boundaries=0 1 2 4 cat_threshold=269 3090 67117184 2147483649 is_linear=0 shrinkage=0.01 Tree=735 num_leaves=14 num_cat=0 split_feature=1 5 2 0 2 2 1 5 0 16 1 15 26 split_gain=206004 191238 133631 255774 236349 153124 115812 596403 389213 119759 175503 130790 93454.7 threshold=1422.3575000000001 1435.0600000000002 569.59500000000014 284.92500000000007 492.37500000000006 844.84875000000011 433.55000000000007 64.050000000000011 143.49000000000004 458.03625000000005 324.54200000000009 52.742500000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 6 -4 9 8 -8 10 -1 -11 -7 right_child=-2 -3 3 -5 -6 12 7 -9 -10 11 -12 -13 -14 leaf_value=-0.0061460182006910094 -0.92994746367136649 0.92895914597944784 -0.67940983708699554 -1.3473711395263672 1.0348018056696111 0.69377092029737386 0.30205686771508417 -1.0838280344009399 1.8126690339005513 0.01573859731356303 -0.58880725410695267 1.1106861572265625 -0.15979941951817481 leaf_weight=8827 24 22 30 21 22 23 66 24 23 24 52 20 29 leaf_count=8827 24 22 30 21 22 23 66 24 23 24 52 20 29 internal_value=0 -0.00226658 -0.0045029 -0.362665 -0.000430175 -0.110485 -0.00295066 0.315179 0.69244 -0.00697943 -0.00955838 0.513442 0.217741 internal_weight=0 9183 9161 103 9058 82 9036 113 89 8923 8879 44 52 internal_count=9207 9183 9161 103 9058 82 9036 113 89 8923 8879 44 52 is_linear=0 shrinkage=0.01 Tree=736 num_leaves=15 num_cat=1 split_feature=25 4 1 26 14 0 1 3 0 0 6 1 26 5 split_gain=301533 253839 263839 174117 115325 315756 230920 516620 152605 221328 118937 115247 106948 70911.4 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 52.345500000000008 59.492500000000014 366.58182000000005 352.38000000000005 1205.5225000000003 806.46500000000003 239.70000000000002 96.71250000000002 2022.5000000000002 58.875000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 6 10 8 12 9 -2 13 -7 -8 -6 right_child=1 -3 -4 -5 5 11 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.15674902096600599 0.0010508441488984702 1.1007092139834449 -1.1472937202453612 -0.88205599845897764 -0.23062621548587131 -0.52663318582943508 0.45167669360920537 1.8174157285690309 -0.8301467444679953 0.94332358818054207 0.66316484234549777 -1.5205302763134243 -0.1479180113474528 0.31994318876287031 leaf_weight=71 8625 21 20 62 121 28 59 22 22 25 22 20 60 29 leaf_count=71 8625 21 20 62 121 28 59 22 22 25 22 20 60 29 internal_value=0 0.00254461 4.19948e-08 -0.460256 0.00254027 -0.22361 0.00818568 0.409624 0.0016586 0.00377418 -0.0234755 -0.940757 0.14936 -0.124183 internal_weight=0 9074 9053 133 9033 220 8813 141 8672 8650 172 48 119 150 internal_count=9207 9074 9053 133 9033 220 8813 141 8672 8650 172 48 119 150 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=9 num_cat=1 split_feature=25 4 1 26 20 20 5 1 split_gain=295533 248788 258589 170652 120266 115874 425750 159201 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 557.14000000000021 190.51000000000002 1341.6425000000002 366.58182000000005 decision_type=9 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 6 7 -2 right_child=1 -3 -4 -5 -6 -7 -8 -9 leaf_value=-0.15518153539845642 0.00021297730057118357 1.0897020721435546 -1.1358207387924195 -0.87323543554352168 -0.77208127117156977 0.71311754599861477 -1.4549796190261841 0.33092854039089098 leaf_weight=71 8822 21 20 62 20 23 20 148 leaf_count=71 8822 21 20 62 20 23 20 148 internal_value=0 0.00251917 4.20525e-08 -0.455654 0.00251487 0.00423371 0.0024201 0.0056696 internal_weight=0 9074 9053 133 9033 9013 8990 8970 internal_count=9207 9074 9053 133 9033 9013 8990 8970 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=13 num_cat=4 split_feature=25 4 1 26 11 1 8 3 8 24 25 25 split_gain=289651 243837 253443 167256 125032 144763 407541 338480 116779 113461 307087 273809 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 582.75000000000011 366.58182000000005 99.529970000000006 352.38000000000005 53.520000000000003 1 2 3 decision_type=9 2 2 2 2 2 2 2 2 1 9 9 left_child=3 2 4 -1 5 9 7 -7 -6 10 -2 -11 right_child=1 -3 -4 -5 8 6 -8 -9 -10 11 -12 -13 leaf_value=-0.15362970687973668 -0.21612220455592071 1.0788051169259207 -1.1244625720977783 -0.86450308907416562 -0.86350196036510174 0.30071126376357032 -0.88617775281270339 1.6626525028456343 0.070666984889818277 0.15269413795650313 0.0057274500427102913 -0.012951105485607985 leaf_weight=71 787 21 20 62 32 107 24 22 23 1341 2879 3818 leaf_count=71 787 21 20 62 32 107 24 22 23 1341 2879 3818 internal_value=0 0.00249398 4.1469e-08 -0.451097 0.00248972 0.00540169 0.310367 0.53298 -0.472849 0.000114465 -0.0423566 0.0303178 internal_weight=0 9074 9053 133 9033 8978 153 129 55 8825 3666 5159 internal_count=9207 9074 9053 133 9033 8978 153 129 55 8825 3666 5159 cat_boundaries=0 2 3 6 9 cat_threshold=8192 16777216 433 2621824 262146 201326592 271057280 69468162 134220288 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=13 num_cat=4 split_feature=25 4 1 26 11 1 8 3 8 24 25 25 split_gain=283886 238985 248399 163928 122544 141883 399431 331745 114455 111229 301050 268398 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 582.75000000000011 366.58182000000005 99.529970000000006 352.38000000000005 53.520000000000003 1 2 3 decision_type=9 2 2 2 2 2 2 2 2 1 9 9 left_child=3 2 4 -1 5 9 7 -7 -6 10 -2 -11 right_child=1 -3 -4 -5 8 6 -8 -9 -10 11 -12 -13 leaf_value=-0.15209341539463528 -0.21398810082128086 1.0680170259021577 -1.113217924118042 -0.85585805350734345 -0.85486693998798735 0.29770416901490399 -0.87731596628824882 1.646026032296094 0.069960289830746855 0.15117849703853348 0.0056703738784872051 -0.01282193286157074 leaf_weight=71 787 21 20 62 32 107 24 22 23 1341 2879 3818 leaf_count=71 787 21 20 62 32 107 24 22 23 1341 2879 3818 internal_value=0 0.00246826 -7.39424e-07 -0.446586 0.00246404 0.00534688 0.307264 0.527651 -0.468121 0.000112519 -0.0419387 0.0300174 internal_weight=0 9074 9053 133 9033 8978 153 129 55 8825 3666 5159 internal_count=9207 9074 9053 133 9033 8978 153 129 55 8825 3666 5159 cat_boundaries=0 2 3 6 9 cat_threshold=8192 16777216 433 2621824 262146 201326592 271057280 69468162 134220288 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=9 num_cat=1 split_feature=4 0 25 10 19 10 10 14 split_gain=360044 259348 244157 139237 117550 83464.7 767028 92334.6 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 439.62000000000006 64.050000000000011 103.13625000000002 75.840000000000018 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 -1 4 5 7 -7 -4 right_child=-2 -3 3 -5 -6 6 -8 -9 leaf_value=-0.40734141052597095 -1.0581931561231612 0.88929499077074459 0.0067981831438070255 0.78477388133173409 -0.59002111897324072 1.4981030194382918 -0.034114298872297923 -0.24597095916465836 leaf_weight=134 32 33 8553 23 33 38 233 147 leaf_count=134 32 33 8553 23 33 38 233 147 internal_value=0 0.00437623 0.00118855 0.00769564 0.0057192 0.00791065 0.180735 0.00252726 internal_weight=0 9194 9161 9027 9004 8971 271 8700 internal_count=9226 9194 9161 9027 9004 8971 271 8700 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=10 num_cat=2 split_feature=4 0 25 19 2 2 25 26 2 split_gain=352876 254189 239628 115979 101538 171396 90887.2 45429.1 30890.9 threshold=1205.5225000000003 1219.7885000000003 0 439.62000000000006 967.31750000000011 569.59500000000014 1 2022.5000000000002 726.00000000000011 decision_type=2 2 9 2 2 2 9 2 2 left_child=1 2 7 4 5 6 -4 -1 -7 right_child=-2 -3 3 -5 -6 8 -8 -9 -10 leaf_value=-0.24954083988915629 -1.0476112157106399 0.88040205522017045 0.075097260938412486 -0.58412094289606264 0.53981819818417232 -0.37389033024127671 -0.0050397678297531461 -0.61779237583502022 -0.89663827610015878 leaf_weight=67 32 33 1754 33 36 26 7158 67 20 leaf_count=67 32 33 1754 33 36 26 7158 67 20 internal_value=0 0.00432804 0.00117222 0.00761869 0.00979832 0.0076683 0.0108109 -0.403551 -0.601172 internal_weight=0 9194 9161 9027 8994 8958 8912 134 46 internal_count=9226 9194 9161 9027 8994 8958 8912 134 46 cat_boundaries=0 2 5 cat_threshold=8192 16777216 16777472 2214592515 67108880 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=11 num_cat=0 split_feature=4 19 6 12 12 9 4 9 8 12 split_gain=345854 168984 128033 77179.1 594793 141128 167752 39856.7 25540.3 377.072 threshold=1205.5225000000003 439.62000000000006 1341.6425000000002 460.42500000000007 312.37500000000006 491.05000000000013 494.73750000000007 1016.9900000000001 45.778960000000005 747.7125000000002 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=0.0096581560878959034 -1.0371351212263107 -0.67949941767586608 0.75213552226190983 -0.4580129471692172 1.347592505830707 -0.2955382141661137 -0.50817932019158019 -0.828534530011937 -0.052402678370475776 -0.51800730609893797 leaf_weight=8910 32 36 23 22 33 47 63 20 20 20 leaf_count=8910 32 36 23 22 33 47 63 20 20 20 internal_value=0 0.00428552 0.00697347 0.00509731 0.0075001 0.00260817 0.00602239 -0.454642 -0.346524 -0.486582 internal_weight=0 9194 9158 9135 9073 9040 8973 67 62 42 internal_count=9226 9194 9158 9135 9073 9040 8973 67 62 42 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=9 num_cat=1 split_feature=4 0 25 10 19 2 2 26 split_gain=338972 248891 234802 136742 110281 100287 165313 44473.2 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 439.62000000000006 967.31750000000011 690.66750000000013 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=-0.24714201626492968 -1.02676378428936 0.87113822127833518 0.00777501403695555 0.77758487369703211 -0.5714847102309718 0.53440816011693737 -0.82328501621882122 -0.61149894294454099 leaf_weight=67 32 33 8911 23 33 36 24 67 leaf_count=67 32 33 8911 23 33 36 24 67 internal_value=0 0.00424267 0.00111991 0.00750121 0.00554243 0.00766503 0.00554273 -0.399507 internal_weight=0 9194 9161 9027 9004 8971 8935 134 internal_count=9226 9194 9161 9027 9004 8971 8935 134 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=10 num_cat=1 split_feature=4 0 25 10 19 10 10 0 26 split_gain=332226 243938 230129 134021 108086 81541.5 750496 91658.4 43588.2 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 439.62000000000006 64.050000000000011 103.13625000000002 486.41000000000003 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 -1 right_child=-2 -3 3 -5 -6 6 -8 -9 -10 leaf_value=-0.24467058553624507 -1.0164961165189743 0.86242684451016516 0.0052941315422196326 0.76980900142503828 -0.56576986804152984 1.4815043293802361 -0.034111365044705348 -0.34580968821843466 -0.60538394387088601 leaf_weight=67 32 33 8625 23 33 38 233 75 67 leaf_count=67 32 33 8625 23 33 38 233 75 67 internal_value=0 0.00420024 0.00110871 0.0074262 0.005487 0.00758838 0.17841 0.00226737 -0.395511 internal_weight=0 9194 9161 9027 9004 8971 271 8700 134 internal_count=9226 9194 9161 9027 9004 8971 271 8700 134 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=8 num_cat=0 split_feature=5 0 0 2 4 2 0 split_gain=917162 453973 180553 293610 272516 146399 145231 threshold=1374.9750000000004 1587.2775000000001 1144.97 1164.4950000000001 1341.6425000000002 890.22500000000014 483.75000000000006 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=0.0093241018392333074 -2.0915287821633477 -1.5042899646759034 0.93013370877220525 -1.080406712770462 -1.1612402105331421 0.80414715984593277 -0.39217377285380944 leaf_weight=9043 21 20 21 25 20 23 91 leaf_count=9043 21 20 21 25 20 23 91 internal_value=0 0.00068565 0.00394918 0.00183552 0.00478377 0.0073305 0.00532407 internal_weight=0 9243 9223 9202 9177 9157 9134 internal_count=9264 9243 9223 9202 9177 9157 9134 is_linear=0 shrinkage=0.01 Tree=746 num_leaves=15 num_cat=2 split_feature=2 4 25 0 0 10 12 1 8 14 9 1 25 12 split_gain=590967 272394 182878 468740 263896 309769 143045 247083 143123 123903 113914 96805 65378.9 1246.9 threshold=1279.9550000000002 1205.5225000000003 0 1081.6425000000002 453.00000000000006 96.07050000000001 362.12500000000006 9.775500000000001 285.37500000000006 460.42500000000007 73.46250000000002 1.2722499999999999 1 568.53250000000014 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 4 6 5 11 8 13 9 -4 -10 12 -1 -8 right_child=-2 -3 3 -5 -6 -7 7 -9 10 -11 -12 -13 -14 -15 leaf_value=0.26880919746801157 -1.5095303698915703 -0.92080133378505713 -0.0030175117370813799 -1.2753810908876617 1.1525173102106367 1.1972883756802633 0.11279929545792668 1.3897935848236085 -0.5311180973594839 0.63033406388375068 0.20119635945984296 -0.49845819426434385 -0.019059518572446463 0.0085727916161219275 leaf_weight=137 26 32 8570 29 28 26 22 20 88 31 28 28 175 24 leaf_count=137 26 32 8570 29 28 26 22 20 88 31 28 28 175 24 internal_value=0 0.000220718 0.00342218 -0.00611284 0.211466 0.14525 -0.00192889 0.461867 -0.00544047 -0.000734766 -0.354353 0.0648003 0.115349 0.0584202 internal_weight=0 9238 9206 8812 394 366 8783 66 8717 8601 116 340 312 46 internal_count=9264 9238 9206 8812 394 366 8783 66 8717 8601 116 340 312 46 cat_boundaries=0 2 4 cat_threshold=532480 65537 8192 1 is_linear=0 shrinkage=0.01 Tree=747 num_leaves=11 num_cat=0 split_feature=5 2 4 10 13 12 12 10 15 10 split_gain=896948 294514 171761 87477.5 92705.8 117468 341765 207695 36203.5 18986.2 threshold=1374.9750000000004 1279.9550000000002 1374.9750000000004 1183.6900000000003 218.29500000000002 362.12500000000006 494.73750000000007 103.13625000000002 112.80000000000003 201.18750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 -11 leaf_value=0.011852679684360483 -2.0683139555794852 -1.1056095438202223 -0.89975675446646552 0.66629235076904292 -0.26974249240330289 1.4112537508425504 -0.10520987641243706 -0.3197685833715404 -0.63278099832327472 0.067042737440629441 leaf_weight=8805 21 24 21 20 70 23 42 193 23 22 leaf_count=8805 21 24 21 20 70 23 42 193 23 22 internal_value=0 0.000716527 0.00359665 0.0056591 0.0042195 0.00779957 0.431385 0.00473967 -0.277922 -0.189207 internal_weight=0 9243 9219 9198 9178 9063 65 8998 115 92 internal_count=9264 9243 9219 9198 9178 9063 65 8998 115 92 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=15 num_cat=3 split_feature=5 2 25 24 7 12 6 7 1 14 11 9 24 12 split_gain=879099 288654 178836 858039 137793 119824 283961 201879 133218 126467 106280 101253 73708.7 68560.4 threshold=1374.9750000000004 1279.9550000000002 0 1 58.875000000000007 362.12500000000006 31.764000000000006 67.800000000000011 346.12500000000006 460.42500000000007 177.35000000000002 541.42000000000019 2 568.53250000000014 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 -1 12 7 13 9 10 11 -9 -4 -5 -7 right_child=-2 -3 5 4 -6 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=0.83458257994451734 -2.0476308264051166 -1.094553452928861 0.00022858650004335118 -0.004303991484921426 0.6270972480015321 0.38612852704524997 1.2614599177360535 -0.13602543963474892 -1.0030478529496627 0.64841301351785663 -0.75322355731841062 -0.5387582999297551 -0.35618874313226384 -0.38635392436274779 leaf_weight=133 21 24 8353 118 22 20 25 279 22 30 31 35 124 27 leaf_count=133 21 24 8353 118 22 20 25 279 22 30 31 35 124 27 internal_value=0 0.000709361 0.00356068 0.208504 -0.125854 -0.00589168 0.400382 -0.00924147 -0.251109 0.000297604 -0.197745 -0.00202041 -0.199505 -0.057638 internal_weight=0 9243 9219 397 264 8822 72 8750 332 8418 310 8388 242 47 internal_count=9264 9243 9219 397 264 8822 72 8750 332 8418 310 8388 242 47 cat_boundaries=0 2 3 4 cat_threshold=532480 65537 531 424 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=15 num_cat=2 split_feature=2 4 25 24 3 26 6 3 3 7 26 1 3 16 split_gain=561172 262699 176580 912193 226443 204896 145123 136162 131187 112019 69402.1 22888.6 16014.8 1714.77 threshold=1279.9550000000002 1205.5225000000003 0 1 195.15000000000003 2022.5000000000002 1253.9725000000001 644.32500000000016 492.37500000000006 844.84875000000011 2022.5000000000002 1.2722499999999999 947.25000000000011 1.7878000000000001 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 -1 7 8 9 -4 11 -5 -9 -12 right_child=-2 -3 6 4 -6 -7 -8 12 -10 -11 13 -13 -14 -15 leaf_value=0.56207161193908151 -1.4709597701292771 -0.90424420595169064 -0.0049660275206318645 0.017632572638988497 0.88972059863805775 1.3666271297136943 0.80518214139071376 -0.70059728698730472 0.78444369906470879 -0.67531343312263492 -0.36177796586045946 -0.35295011043548585 -0.34935194338637365 -0.4556379501024882 leaf_weight=67 26 32 8692 100 20 60 22 25 21 25 103 20 27 24 leaf_count=67 26 32 8692 100 20 60 22 25 21 25 103 20 27 24 internal_value=0 0.000239574 0.00338355 0.207813 -0.12888 0.873405 -0.00598591 -0.00802294 -0.00498675 -0.00688856 -0.216576 -0.0441312 -0.51822 -0.379515 internal_weight=0 9238 9206 394 267 127 8812 8790 8738 8717 247 120 52 127 internal_count=9264 9238 9206 394 267 127 8812 8790 8738 8717 247 120 52 127 cat_boundaries=0 2 3 cat_threshold=532480 65537 147 is_linear=0 shrinkage=0.01 Tree=750 num_leaves=21 num_cat=2 split_feature=5 5 0 1 0 0 0 6 25 24 1 0 5 5 5 5 0 0 6 0 split_gain=319119 255496 210262 258704 336593 222296 154682 129085 132889 204784 124548 106755 86464.2 43082.3 15208.5 34070.5 12429.3 9611.47 3971.36 2075.82 threshold=437.62500000000006 365.16250000000008 744.3325000000001 244.35500000000002 1205.5225000000003 360.99000000000007 483.75000000000006 438.71000000000009 0 1 228.76800000000003 140.16174000000004 67.800000000000011 1204.8925000000002 525.67500000000007 802.66250000000002 470.16250000000008 569.59500000000014 644.32500000000016 417.90600000000001 decision_type=2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 7 13 8 9 -1 16 -10 18 14 -2 -16 19 -18 -9 -7 right_child=6 -3 3 -5 -6 10 -8 12 11 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 leaf_value=0.24744309116884605 -0.4042461087785918 1.0222602390289306 0.98069712867736814 1.5182585964202882 -0.67726658503214521 -0.30397699203491213 -1.255826402577487 -0.10898194745182992 -0.0049135440897140467 -0.024495900545228013 -1.0186578515282383 0.26278386731681069 -0.91364573332396415 -0.70447622974713642 0.11682597552027021 -0.40260937359022059 0.012016687807829485 -0.27124096007347104 -0.26533073251897638 -0.43884031749906999 leaf_weight=572 29 25 25 20 24 25 22 32 7475 532 27 152 22 24 28 23 23 25 33 21 leaf_count=572 29 25 25 20 24 25 22 32 7475 532 27 152 22 24 28 23 23 25 33 21 internal_value=0 0.0127275 0.0099257 0.559829 0.168633 0.005681 -0.494029 0.0115226 0.0153418 0.117356 -0.420029 0.000420899 -0.371765 -0.332879 -0.2214 -0.117429 -0.248082 -0.135513 -0.188359 -0.365545 internal_weight=0 9033 9008 69 49 8939 126 8818 8731 1104 121 7627 87 104 80 51 94 48 65 46 internal_count=9159 9033 9008 69 49 8939 126 8818 8731 1104 121 7627 87 104 80 51 94 48 65 46 cat_boundaries=0 2 3 cat_threshold=67641600 1 347 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=15 num_cat=0 split_feature=4 3 1 0 1 6 1 4 3 26 18 12 8 6 split_gain=289301 142155 710209 374397 119861 104964 94662.2 102827 93562 116545 88312.1 105088 14068.4 21416.8 threshold=1205.5225000000003 346.12500000000006 330.61600000000004 1265.0725000000002 1318.45 479.25000000000006 91.390500000000017 232.70000000000002 432.41388000000001 2022.5000000000002 636.15000000000009 426.87000000000006 223.66250000000002 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 10 7 8 -3 -10 11 -1 13 -7 right_child=-2 2 -4 -5 -6 12 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.013517603177882089 -0.86502334971176953 0.83059973126366038 1.6920487469931444 -1.1113565190633137 0.78093539428710945 -0.12161149267764654 -0.62311153775169736 -0.54786648726463316 0.50375552340916219 -0.27757109619322279 -0.65462247943878171 -0.402988501259538 -0.58242446172805062 -0.52203552679582077 leaf_weight=8744 38 21 30 30 20 34 21 20 35 42 20 61 21 22 leaf_count=8744 38 21 30 30 20 34 21 20 35 42 20 61 21 22 internal_value=0 0.00932853 0.296656 0.00390423 0.00765427 0.00591695 -0.00450806 0.105582 0.238939 0.0775774 0.00912444 0.0106321 -0.361695 -0.278921 internal_weight=0 9121 169 8952 8922 8902 139 118 98 77 8825 8805 77 56 internal_count=9159 9121 169 8952 8922 8902 139 118 98 77 8825 8805 77 56 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=17 num_cat=0 split_feature=5 5 0 0 2 26 4 3 3 3 4 5 3 5 0 0 split_gain=311883 251088 208048 218276 172163 171442 171072 125408 319770 206498 118503 107636 59461.9 17143.4 14716.4 8282.8 threshold=437.62500000000006 365.16250000000008 744.3325000000001 360.99000000000007 449.64000000000004 2022.5000000000002 1205.5225000000003 593.34250000000009 890.22500000000014 449.26500000000004 210.75000000000003 992.8900000000001 231.15000000000003 619.41500000000008 433.55000000000007 540.74500000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 10 -4 7 9 -9 -1 11 13 14 -2 -5 -16 right_child=4 -3 5 12 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=0.013488816502114129 -0.089593527364730849 1.0133211582183839 0.093196069098807663 -0.33258743667602536 -1.1962574709786311 1.0927522718906404 -0.84998432035031524 1.3856535575700843 -0.18157373766104382 -0.81759303108851111 0.19388450839302757 -1.1312014693305608 0.067438592910766607 -0.48239147108793262 -0.71584805786609651 -0.49748917573376711 leaf_weight=8712 25 25 37 30 27 32 23 23 30 30 33 21 21 20 32 38 leaf_count=8712 25 25 37 30 27 32 23 23 30 30 33 21 21 20 32 38 internal_value=0 0.0125358 0.00975834 0.00553606 -0.488442 0.556758 0.0113246 0.013577 0.498544 0.0106368 -0.295401 -0.540044 -0.416307 -0.26417 -0.517893 -0.59731 internal_weight=0 9033 9008 8939 126 69 8818 8795 53 8742 99 66 121 45 100 70 internal_count=9159 9033 9008 8939 126 69 8818 8795 53 8742 99 66 121 45 100 70 is_linear=0 shrinkage=0.01 Tree=753 num_leaves=19 num_cat=0 split_feature=5 5 0 1 26 0 2 4 1 3 3 3 4 5 26 5 0 0 split_gain=305676 246091 203908 250305 546728 213932 168737 167668 123201 122912 313406 202389 116145 105494 28821 16802.2 12052.6 4175.52 threshold=437.62500000000006 365.16250000000008 744.3325000000001 244.35500000000002 2022.5000000000002 360.99000000000007 449.64000000000004 1205.5225000000003 228.76800000000003 593.34250000000009 890.22500000000014 449.26500000000004 210.75000000000003 992.8900000000001 2022.5000000000002 619.41500000000008 486.41000000000003 483.75000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 7 12 9 14 11 -11 -1 13 15 16 -2 -7 -16 right_child=6 -3 3 -5 -6 8 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 -19 leaf_value=0.013353927782481761 -0.088697582340240472 1.0031879673004149 -0.78709491305881074 1.4939344921112061 1.336592604897239 0.10467888528650457 -1.1842949109607273 -0.84148448073345683 -1.0075264953683924 1.3717970765155294 -0.17975798892974854 -0.80941709740956624 0.19194568446188265 -1.1198894575663976 -0.49735381726865413 -0.47756755739450457 -0.21624962904453277 -0.30671672821044921 leaf_weight=8712 25 25 27 20 22 22 27 23 27 23 30 30 33 21 27 20 25 20 leaf_count=8712 25 25 27 20 22 22 27 23 27 23 30 30 33 21 27 20 25 20 internal_value=0 0.0124105 0.00966076 0.551191 0.166397 0.0054807 -0.483557 0.0112113 -0.412144 0.0134412 0.493558 0.0105304 -0.292447 -0.534643 -0.24113 -0.261529 -0.0660278 -0.416232 internal_weight=0 9033 9008 69 49 8939 126 8818 121 8795 53 8742 99 66 94 45 47 47 internal_count=9159 9033 9008 69 49 8939 126 8818 121 8795 53 8742 99 66 94 45 47 47 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=15 num_cat=0 split_feature=12 12 9 18 15 3 1 0 1 7 12 1 15 15 split_gain=278572 261662 185827 145605 125474 118013 535147 297778 208007 82029.1 55076.9 33263.9 19011.2 790.932 threshold=426.87000000000006 312.37500000000006 422.52500000000009 636.15000000000009 159.56250000000003 346.12500000000006 330.61600000000004 1265.0725000000002 629.70000000000016 67.800000000000011 595.50000000000011 48.619320000000009 674.04250000000013 282.75000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 7 9 8 -1 -7 -2 12 13 -6 right_child=2 -3 -4 -5 11 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0083299332084328711 -0.62104049024910768 0.97610724040440144 -1.3787402376390641 -0.76995338916778566 -0.12424028873443604 -0.11104724625371537 1.4870635298490524 -1.0393462060998988 0.58961798206452398 0.57305833634876069 -0.035453588565190639 -0.67580954963510698 -0.50163760786964784 -0.19441423712105585 leaf_weight=8667 29 28 21 24 36 106 30 27 62 21 36 22 21 29 leaf_count=8667 29 28 21 24 36 106 30 27 62 21 36 22 21 29 internal_value=0 0.0109009 -0.560931 0.00791298 0.00998246 0.0140878 0.285829 0.00921534 0.0124587 0.00207257 -0.296715 -0.328823 -0.240059 -0.155549 internal_weight=0 9073 86 9045 9021 8913 157 8756 8729 127 65 108 86 65 internal_count=9159 9073 86 9045 9021 8913 157 8756 8729 127 65 108 86 65 is_linear=0 shrinkage=0.01 Tree=755 num_leaves=22 num_cat=2 split_feature=5 0 25 24 0 0 0 0 0 0 0 7 10 0 5 5 0 7 0 26 0 split_gain=537856 207016 192279 437682 460856 339892 243304 228115 174836 163154 261977 120150 92818.5 78769.3 74956.9 88509.4 68617.2 54714.9 14358.9 12285.4 4332.26 threshold=1279.9550000000002 1062.9250000000002 0 1 210.75000000000003 311.67500000000007 449.26500000000004 52.300500000000007 290.03125000000006 252.37200000000004 66.112500000000011 252.37200000000004 32.21126000000001 228.76800000000003 365.16250000000008 460.42500000000007 254.41050000000004 226.95300000000003 123.63250000000001 2022.5000000000002 429.49500000000006 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 7 -6 -7 11 13 10 12 -5 -1 14 17 -16 -15 -4 -9 -10 -21 right_child=-2 -3 8 4 5 6 -8 18 19 -11 -12 -13 -14 16 15 -17 -18 -19 -20 20 -22 leaf_value=-0.37190546232396143 -1.3817331797501138 0.70929576678153794 0.00077158059472274458 -0.07765512436978958 1.8010490303039552 -0.42911274380154085 0.7371591521209141 -0.92423076409559979 -0.57143770217895506 -1.0460650762750043 0.64783510799407962 0.43505711156494764 -1.0726726837158205 0.83762500887825386 0.86074215282093391 0.025669170260429381 0.054903145829836533 -0.26051031966268279 -0.56783079147338866 -0.42166312012179147 -0.24389544046842138 leaf_weight=344 29 39 7610 680 20 27 53 26 38 36 25 49 20 21 22 30 24 81 20 29 26 leaf_count=344 29 39 7610 680 20 27 53 26 38 36 25 49 20 21 22 30 24 81 20 29 26 internal_value=0 -0.0177287 -0.020817 -0.132993 -0.00380783 0.635044 0.343542 -0.0862894 -0.00214162 -0.392762 -0.342399 -0.043193 -0.410409 0.00300264 0.000578173 0.378969 0.420173 -0.00198019 -0.769274 -0.433163 -0.337627 internal_weight=0 9220 9181 1300 875 100 80 775 7881 425 389 729 364 7788 7743 52 45 7691 46 93 55 internal_count=9249 9220 9181 1300 875 100 80 775 7881 425 389 729 364 7788 7743 52 45 7691 46 93 55 cat_boundaries=0 2 3 cat_threshold=536832 128 195 is_linear=0 shrinkage=0.01 Tree=756 num_leaves=22 num_cat=2 split_feature=5 2 25 24 0 2 2 0 0 0 0 0 2 10 2 5 0 0 0 0 0 split_gain=527152 251829 194650 470532 616077 402735 437841 214136 176224 226230 128618 147911 112277 92061.4 76270 77961.8 35728.6 22957 14073.1 1647.97 661.85 threshold=1279.9550000000002 1332.8500000000001 0 1 210.75000000000003 352.38000000000005 9.775500000000001 52.300500000000007 252.37200000000004 66.112500000000011 263.99500000000006 228.76800000000003 20.000500000000006 32.21126000000001 557.67000000000019 365.16250000000008 543.33000000000004 362.12500000000006 123.63250000000001 311.67500000000007 540.74500000000012 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 7 6 -6 12 9 13 11 14 -5 -1 15 -4 17 19 -9 -12 -10 right_child=-2 -3 10 4 5 -7 -8 18 20 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.36447873450392348 -1.3679158477125497 1.0762743295942034 -0.0029838269821740029 -0.10483399724832733 0.75062292730486069 1.8988302451914008 -0.91697550582885745 -0.91498845760638903 -0.98880191367864612 0.59974168429772057 -0.2394096950193246 0.69344029218919812 0.26650990565617877 -1.061945972442627 0.58925978487188169 0.38930174902373671 -0.076102760998826277 -0.63578330881065792 -0.56215248584747313 -0.36231789064407355 -1.0691817124684651 leaf_weight=352 29 21 7631 654 74 22 20 26 20 24 24 31 93 20 22 51 38 36 20 20 21 leaf_count=352 29 21 7631 654 74 22 20 26 20 24 24 31 93 20 22 51 38 36 20 20 21 internal_value=0 -0.0175514 -0.0200484 -0.130677 0.000187257 0.680869 0.395815 -0.0993805 -0.396802 -0.341267 -0.000919131 0.00407824 -0.0586024 -0.401977 0.00130433 -0.000379484 -0.328579 -0.448505 -0.761582 -0.295277 -1.02997 internal_weight=0 9220 9199 1346 909 116 94 793 437 396 7853 7735 747 372 7704 7682 118 80 46 44 41 internal_count=9249 9220 9199 1346 909 116 94 793 437 396 7853 7735 747 372 7704 7682 118 80 46 44 41 cat_boundaries=0 2 3 cat_threshold=17314048 128 195 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=22 num_cat=2 split_feature=5 0 25 24 0 3 0 0 1 0 0 0 3 0 5 3 0 1 1 0 0 split_gain=516662 201019 184744 420971 442528 355236 393676 219170 269279 168402 157275 251819 103065 76401.5 80667.2 75543.2 66310.5 41180.5 30054.8 3591.4 8010.94 threshold=1279.9550000000002 1062.9250000000002 0 1 210.75000000000003 120.37500000000001 540.74500000000012 52.300500000000007 130.95600000000005 290.03125000000006 252.37200000000004 66.112500000000011 593.34250000000009 228.76800000000003 365.16250000000008 169.17500000000004 254.41050000000004 59.492500000000014 28.484500000000004 346.12500000000006 458.28125000000006 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 7 6 -6 8 -5 12 11 15 13 14 -4 -1 -15 -9 19 -11 -21 right_child=-2 -3 9 4 5 -7 -8 17 -10 18 -12 -13 -14 16 -16 -17 -18 -19 -20 20 -22 leaf_value=-0.35840149386509046 -1.3542366840099467 0.69904052734375 -0.0039394096586983394 -0.10831021362195717 1.7551526323954263 -0.20806887710795682 0.20408956718444823 -0.4128211650848389 0.51700000775324828 -0.22066124768484208 -1.0265510760413274 0.63516874713897709 0.71987523478269577 0.82231438246511279 0.39508736199023681 -0.87451510886992179 0.052861332098642987 -1.0163845770175641 -0.76857858848571781 -0.52054809678684588 -0.26931819902857146 leaf_weight=333 29 39 7672 652 36 34 30 20 77 21 36 25 20 21 51 31 24 26 20 22 30 leaf_count=333 29 39 7672 652 36 34 30 20 77 21 36 25 20 21 51 31 24 26 20 22 30 internal_value=0 -0.0173759 -0.0204191 -0.130376 -0.00368118 0.622338 1.05012 -0.0845054 -0.0422624 -0.00211329 -0.385136 -0.335677 0.00293542 0.00108954 -0.00130438 -0.402356 0.411939 -0.753966 -0.42513 -0.331034 -0.375608 internal_weight=0 9220 9181 1300 875 100 66 775 729 7881 425 389 7788 7768 7723 364 45 46 93 73 52 internal_count=9249 9220 9181 1300 875 100 66 775 729 7881 425 389 7788 7768 7723 364 45 46 93 73 52 cat_boundaries=0 2 3 cat_threshold=536832 128 195 is_linear=0 shrinkage=0.01 Tree=758 num_leaves=10 num_cat=0 split_feature=5 2 10 0 3 3 18 3 3 split_gain=506380 247029 152139 110898 110192 242565 117163 41723.5 23394 threshold=1279.9550000000002 1332.8500000000001 947.25000000000011 1062.9250000000002 652.50000000000011 508.59600000000006 636.15000000000009 866.75000000000011 1205.5225000000003 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=-0.017498590010592955 -1.3406943206129405 1.0661496641522361 -0.78354339223641623 0.53642283015780978 -0.78064770221710211 1.0089421288863474 -0.7321338280387546 -0.0055131670406886515 -0.46254154769082867 leaf_weight=9024 29 21 26 36 22 23 23 21 24 leaf_count=9024 29 21 26 36 22 23 23 21 24 internal_value=0 -0.0172021 -0.0196752 -0.0175101 -0.0196926 -0.0167079 -0.0193154 -0.423747 -0.249262 internal_weight=0 9220 9199 9173 9137 9070 9047 67 45 internal_count=9249 9220 9199 9173 9137 9070 9047 67 45 is_linear=0 shrinkage=0.01 Tree=759 num_leaves=20 num_cat=2 split_feature=5 2 25 24 1 0 2 0 0 0 0 1 0 3 0 10 5 1 0 split_gain=496303 242113 187035 452750 600968 298876 294038 255997 170519 217124 124642 252260 142547 101668 101113 89355 78769.9 3183.64 1806.85 threshold=1279.9550000000002 1332.8500000000001 0 1 1183.6900000000003 287.36250000000007 352.38000000000005 52.300500000000007 252.37200000000004 66.112500000000011 263.99500000000006 138.37500000000003 228.76800000000003 561.85750000000019 561.34500000000014 32.21126000000001 365.16250000000008 67.485000000000014 308.62500000000006 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 7 -7 -5 9 15 12 14 13 16 18 -1 -4 -10 -12 right_child=-2 -3 10 4 -6 6 -8 -9 17 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.35684029058468608 -1.3272873842305151 1.0554881452378773 -0.0030014324618857775 -0.051913931020333072 1.7147182688713074 0.20495710724278499 1.5677059602737426 -0.74754264363071377 -1.0977693340891883 0.58756757666667303 -0.39391832995414733 -1.3169918623424712 0.68093986015166008 0.713522953748703 0.3986805410417063 -1.043979091644287 0.39131147403343053 -0.9214786381721497 -0.2811277722339241 leaf_weight=352 29 21 7633 736 20 76 20 57 21 24 20 21 31 20 28 20 51 20 49 leaf_count=352 29 21 7633 736 20 76 20 57 21 24 20 21 31 20 28 20 51 20 49 internal_value=0 -0.0170301 -0.0194785 -0.127922 0.000442482 -0.0381189 0.488863 -0.101915 -0.388967 -0.334307 -0.000727567 -0.323283 0.00419218 0.00146903 -0.10815 -0.393783 -0.000384311 -1.01177 -0.313821 internal_weight=0 9220 9199 1346 909 889 96 793 437 396 7853 118 7735 7704 97 372 7684 41 69 internal_count=9249 9220 9199 1346 909 889 96 793 437 396 7853 118 7735 7704 97 372 7684 41 69 cat_boundaries=0 2 3 cat_threshold=17314048 128 195 is_linear=0 shrinkage=0.01 Tree=760 num_leaves=8 num_cat=0 split_feature=5 4 19 0 0 10 18 split_gain=381114 227728 176172 206223 284688 194052 196072 threshold=1435.0600000000002 1422.3575000000001 715.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 636.15000000000009 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=0.0039024019697946749 1.3814575386047363 -1.0663751831054689 -0.93566703033447274 0.77003234863281256 -1.0646984390258789 0.98782246589660649 -0.98731968402862547 leaf_weight=9079 20 20 20 35 25 20 20 leaf_count=9079 20 20 20 35 25 20 20 internal_value=0 -0.000462871 0.00185458 0.00389733 0.000964841 0.00388639 0.00172365 internal_weight=0 9219 9199 9179 9144 9119 9099 internal_count=9239 9219 9199 9179 9144 9119 9099 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=8 num_cat=0 split_feature=5 4 19 0 0 10 18 split_gain=373530 223196 172667 202119 279023 190190 192170 threshold=1435.0600000000002 1422.3575000000001 715.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 636.15000000000009 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=0.0038633781259978768 1.3676430168151856 -1.0557114257812501 -0.92631035900115966 0.76233200618198937 -1.0540514511108399 0.97794424819946291 -0.97744650745391859 leaf_weight=9079 20 20 20 35 25 20 20 leaf_count=9079 20 20 20 35 25 20 20 internal_value=0 -0.000458242 0.00183604 0.00385836 0.000955192 0.00384752 0.00170642 internal_weight=0 9219 9199 9179 9144 9119 9099 internal_count=9239 9219 9199 9179 9144 9119 9099 is_linear=0 shrinkage=0.01 Tree=762 num_leaves=8 num_cat=0 split_feature=5 4 2 19 0 0 10 split_gain=366097 218754 170885 168491 167757 272576 187068 threshold=1435.0600000000002 1422.3575000000001 1374.9750000000004 715.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 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=-2.8958049969038581e-05 1.353966540336609 -1.04515433883667 0.92516464889049532 -0.91704722976684572 0.71351172244910033 -1.043510935974121 0.96816476249694827 leaf_weight=9081 20 20 20 20 33 25 20 leaf_count=9081 20 20 20 20 33 25 20 internal_value=0 -0.000453661 0.00181767 -0.000194194 0.00180789 -0.000765664 0.00209871 internal_weight=0 9219 9199 9179 9159 9126 9101 internal_count=9239 9219 9199 9179 9159 9126 9101 is_linear=0 shrinkage=0.01 Tree=763 num_leaves=8 num_cat=0 split_feature=5 4 19 0 0 10 18 split_gain=358811 214401 165863 194307 268027 182696 188339 threshold=1435.0600000000002 1422.3575000000001 715.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 636.15000000000009 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=0.0038066910666106177 1.3404268712997436 -1.0347027740478516 -0.90787675762176523 0.74745268249511732 -1.0330758285522461 0.95848311805725106 -0.96767174911499032 leaf_weight=9079 20 20 20 35 25 20 20 leaf_count=9079 20 20 20 35 25 20 20 internal_value=0 -0.000449123 0.0017995 0.00378158 0.00093507 0.00376984 0.00167134 internal_weight=0 9219 9199 9179 9144 9119 9099 internal_count=9239 9219 9199 9179 9144 9119 9099 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=8 num_cat=0 split_feature=4 3 19 0 0 10 18 split_gain=208310 195228 162720 208504 249762 178951 184703 threshold=1265.0725000000002 1265.0725000000002 715.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 636.15000000000009 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=0.0040621539081705125 0.83436125977834064 -0.84936595170586204 -0.89879800224304207 0.77453873225620817 -0.97748891647045433 0.94889829254150382 -0.95799501895904537 leaf_weight=9061 30 27 20 35 26 20 20 leaf_count=9061 30 27 20 35 26 20 20 internal_value=0 -0.000281187 0.00221558 0.00418243 0.00122828 0.00402431 0.00194332 internal_weight=0 9209 9182 9162 9127 9101 9081 internal_count=9239 9209 9182 9162 9127 9101 9081 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=10 num_cat=1 split_feature=3 5 4 13 9 13 10 24 3 split_gain=249975 311146 167726 100260 110443 102301 93596.2 706925 94510.4 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 494.36250000000007 1064.4750000000001 1158.4775000000002 64.050000000000011 0 365.16250000000008 decision_type=2 2 2 2 2 2 2 1 2 left_child=1 2 3 4 6 -5 8 -8 -1 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=-0.0017135359515634777 -0.83461837357944912 1.2462329559326173 -0.8950864919026692 -0.79167665906250484 0.70987089655616065 0.082668451018955397 0.72261168268800691 -0.25905337784220189 -0.30937989470982319 leaf_weight=8719 36 20 21 32 22 23 121 160 101 leaf_count=8719 36 20 21 32 22 23 121 160 101 internal_value=0 0.00029809 -0.00241076 -0.000368245 0.00219802 -0.426041 0.000487349 0.180153 -0.0052367 internal_weight=0 9219 9199 9178 9123 55 9101 281 8820 internal_count=9255 9219 9199 9178 9123 55 9101 281 8820 cat_boundaries=0 1 cat_threshold=2070 is_linear=0 shrinkage=0.01 Tree=766 num_leaves=10 num_cat=0 split_feature=3 5 4 13 9 13 3 3 3 split_gain=245003 304951 164390 98266.7 108243 100265 71859.6 119631 75887.4 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 494.36250000000007 1064.4750000000001 1158.4775000000002 404.82250000000005 352.38000000000005 593.34250000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=0.0016887700962194918 -0.82627218054400542 1.2337705650329591 -0.88613563083467028 -0.78375989772379395 0.70277220027013254 0.081841754706009573 -0.50598864508302588 0.74000564770265054 0.040004250899605125 leaf_weight=8976 36 20 21 32 22 23 57 22 46 leaf_count=8976 36 20 21 32 22 23 57 22 46 internal_value=0 0.000300137 -0.00238161 -0.000359512 0.00218112 -0.421781 0.000487569 0.00349395 -0.262147 internal_weight=0 9219 9199 9178 9123 55 9101 8998 103 internal_count=9255 9219 9199 9178 9123 55 9101 8998 103 is_linear=0 shrinkage=0.01 Tree=767 num_leaves=11 num_cat=1 split_feature=3 5 25 26 13 9 0 3 0 13 split_gain=240128 298883 147439 768244 101508 126197 143299 227323 183376 102601 threshold=1205.5225000000003 1279.9550000000002 0 2022.5000000000002 494.36250000000007 1064.4750000000001 433.55000000000007 241.87500000000003 352.08500000000004 1158.4775000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 8 -8 -4 -6 right_child=-2 -3 4 -5 9 -7 7 -9 -10 -11 leaf_value=-0.34818720038873807 -0.81800946301884125 1.2214329147338867 -0.0041154415965062507 1.2232317083222526 -0.78903641335891961 0.76968127103078932 -0.46776289178419483 0.67802574825286865 0.72115112481798449 0.081023356188898499 leaf_weight=70 36 20 8812 56 33 21 129 20 35 23 leaf_count=70 36 20 8812 56 33 21 129 20 35 23 internal_value=0 0.000297135 -0.0023578 0.32447 -0.0072462 -0.00461823 -0.00642573 -0.313966 -0.00124618 -0.43169 internal_weight=0 9219 9199 126 9073 9017 8996 149 8847 56 internal_count=9255 9219 9199 126 9073 9017 8996 149 8847 56 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=768 num_leaves=10 num_cat=1 split_feature=3 5 4 25 8 0 0 3 8 split_gain=235349 292935 161244 154303 101447 428812 377388 119388 55270.3 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 0 466.8300000000001 39.441250000000004 1295.4950000000001 368.63682000000006 637.20000000000016 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 6 8 7 -5 -6 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 leaf_value=0.33525949956421502 -0.80982938726743059 1.2092185649871825 -0.87759147916521341 -0.0013207639865383195 0.3571674778150476 1.6198999280929565 -1.2879710802824602 -0.33430968254941318 -0.24321422245191493 leaf_weight=125 36 20 21 8832 23 20 23 109 46 leaf_count=125 36 20 21 8832 23 20 23 109 46 internal_value=0 0.000294164 -0.00233422 -0.000331559 -0.0053297 0.330618 -0.00867114 -0.00538024 -0.043087 internal_weight=0 9219 9199 9178 9053 89 8964 8941 69 internal_count=9255 9219 9199 9178 9053 89 8964 8941 69 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=769 num_leaves=10 num_cat=0 split_feature=3 5 4 9 2 2 1 2 2 split_gain=230668 287104 158036 76101.5 110643 258448 166158 167548 129341 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 1064.4750000000001 569.59500000000014 438.71000000000009 43.440000000000005 1013.1050000000001 365.16250000000008 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=-3.162677804035433e-05 -0.80173106816079887 1.1971264152526855 -0.86881557146708177 0.52979621024043477 -0.46652352632795063 0.8244456582320363 -0.97539125902899393 0.66332445598783951 -0.73512097954750066 leaf_weight=9004 36 20 21 27 35 38 29 21 24 leaf_count=9004 36 20 21 27 35 38 29 21 24 internal_value=0 0.000294859 -0.00230723 -0.000324591 -0.00188871 0.00147819 -0.360998 -0.0428305 -0.00198579 internal_weight=0 9219 9199 9178 9151 9066 85 56 9028 internal_count=9255 9219 9199 9178 9151 9066 85 56 9028 is_linear=0 shrinkage=0.01 Tree=770 num_leaves=13 num_cat=1 split_feature=4 25 2 26 14 20 5 11 12 11 4 26 split_gain=384956 280475 226917 146706 139312 131938 182608 167066 122150 105869 56743.7 11214.7 threshold=1530.8125000000002 0 817.62000000000012 2022.5000000000002 75.840000000000018 355.67500000000007 1164.6975000000002 451.12500000000006 338.38500000000005 282.37500000000006 107.39000000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 11 4 -4 5 6 7 -3 9 10 -6 -1 right_child=-2 2 3 -5 8 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.39017127411801428 1.3915868873596191 0.014920318634024394 1.1691077140525534 0.17516676049227969 -0.34198229554176329 0.82243738442659375 -0.90062479452653366 -0.55357120863520182 -0.94667273604351543 0.51326451635360715 0.23170169210433961 -0.5775828576478802 leaf_weight=67 20 8780 27 33 125 20 22 52 23 20 20 61 leaf_count=67 20 8780 27 33 125 20 22 52 23 20 20 61 internal_value=0 0.00272434 0.00948031 0.62244 0.00543233 0.0111392 0.00930664 0.0115732 -0.263946 -0.168779 -0.262853 -0.444739 internal_weight=0 9250 9122 60 9062 8874 8854 8832 188 165 145 128 internal_count=9270 9250 9122 60 9062 8874 8854 8832 188 165 145 128 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=771 num_leaves=10 num_cat=1 split_feature=4 25 0 0 2 0 26 0 26 split_gain=377295 274894 268809 125715 158786 140671 133124 133038 10991.5 threshold=1530.8125000000002 0 1374.9750000000004 1005.9575000000001 817.62000000000012 744.3325000000001 2022.5000000000002 453.00000000000006 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 8 3 4 5 7 -6 -3 -1 right_child=-2 2 -4 -5 6 -7 -8 -9 -10 leaf_value=-0.38626956518461458 1.3776710014343263 0.0064274359230541058 1.0663204924265544 -0.76621806916736424 1.0629720203693096 0.8037581760233099 0.085342507218321165 -0.44762502627189343 -0.57180703053708937 leaf_weight=67 20 8934 24 21 26 22 30 65 61 leaf_count=67 20 8934 24 21 26 22 30 65 61 internal_value=0 0.0026971 0.0093855 0.00660769 0.00839565 0.0051003 0.539242 0.0031478 -0.440292 internal_weight=0 9250 9122 9098 9077 9021 56 8999 128 internal_count=9270 9250 9122 9098 9077 9021 56 8999 128 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=15 num_cat=1 split_feature=4 25 2 26 14 1 1 12 10 26 11 11 4 26 split_gain=369787 269424 218501 141041 136817 134666 521717 119956 114448 110967 109912 103762 55562.9 10772.8 threshold=1530.8125000000002 0 817.62000000000012 2022.5000000000002 75.840000000000018 403.91250000000008 497.97750000000002 338.38500000000005 1016.9900000000001 2022.5000000000002 446.18250000000006 282.37500000000006 107.39000000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 4 -4 5 8 -7 11 10 -8 -3 12 -6 -1 right_child=-2 2 3 -5 7 6 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.38240686636529303 1.3638942794799807 0.0073483684882585968 1.1467856484872325 0.17222516437371571 -0.33876198043584821 1.2939455604553223 0.25175933675068179 -0.93820265147996995 0.76201603317260747 -0.48855740308761597 -0.46759915455624618 0.50789598107337952 0.2289217355251312 -0.56608896490003235 leaf_weight=67 20 8685 27 33 125 39 41 23 20 40 49 20 20 61 leaf_count=67 20 8685 27 33 125 39 41 23 20 40 49 20 20 61 internal_value=0 0.00267013 0.00929165 0.610777 0.00531943 0.010975 0.343698 -0.261636 0.00641404 -0.113829 0.00468379 -0.167327 -0.260461 -0.435889 internal_weight=0 9250 9122 60 9062 8874 120 188 8754 81 8734 165 145 128 internal_count=9270 9250 9122 60 9062 8874 120 188 8754 81 8734 165 145 128 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=13 num_cat=0 split_feature=5 5 0 2 26 14 1 0 9 3 11 7 split_gain=275039 1.06786e+06 352592 91898.2 165111 93514.1 119298 450381 138168 75496.4 69617.3 59807.2 threshold=1587.2775000000001 1144.97 1219.7885000000003 817.62000000000012 2022.5000000000002 75.840000000000018 50.217500000000008 129.39000000000001 747.7125000000002 58.875000000000007 195.67000000000004 47.808000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 8 -8 -1 10 -7 -11 right_child=-2 -3 -4 4 -6 9 7 -9 -10 11 -12 -13 leaf_value=-0.0049130612760458032 -1.1658701009750367 2.2605240576607843 1.144044435289171 0.98757893488957338 -0.093004868482389758 -0.20060222320003895 0.00040141131645277551 0.74462241026992881 -0.72141398394549339 -0.23724360561370852 0.43782428789138794 -0.95214195598255502 leaf_weight=8431 20 21 27 26 31 117 401 102 27 25 20 22 leaf_count=8431 20 21 27 26 31 117 401 102 27 25 20 22 internal_value=0 0.00808369 0.00295841 -0.000389701 0.399893 -0.00288463 0.00169761 0.151317 -0.00720031 -0.226044 -0.107401 -0.571877 internal_weight=0 9250 9229 9202 57 9145 8961 503 8458 184 137 47 internal_count=9270 9250 9229 9202 57 9145 8961 503 8458 184 137 47 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=8 num_cat=1 split_feature=4 25 0 0 0 0 19 split_gain=360603 263701 258558 123713 108297 124333 104258 threshold=1530.8125000000002 0 1374.9750000000004 1005.9575000000001 744.3325000000001 603.77750000000015 478.87750000000005 decision_type=2 9 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 right_child=-2 2 -4 -5 -6 -7 -8 leaf_value=-0.43128166157374348 1.3468094902038577 0.0064559372252307535 1.0457321055730184 -0.76022804986862913 0.67905020316441855 -0.74443508226763111 0.65313196716308597 leaf_weight=128 20 9006 24 21 24 22 25 leaf_count=128 20 9006 24 21 24 22 25 internal_value=0 0.00259524 0.00914618 0.00642178 0.00819545 0.00641698 0.00824609 internal_weight=0 9250 9122 9098 9077 9053 9031 internal_count=9270 9250 9122 9098 9077 9053 9031 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=19 num_cat=7 split_feature=0 5 25 24 25 10 1 19 18 0 0 24 25 2 9 9 25 25 split_gain=580657 534900 154734 282040 350204 380393 260203 148702 135557 115057 279308 248798 184506 123439 107094 196443 106254 41287 threshold=1265.0725000000002 1341.6425000000002 0 1 2 480.02500000000003 438.04750000000007 360.54500000000007 117.89750000000002 66.112500000000011 81.600000000000009 3 4 66.112500000000011 8.7520000000000007 282.37500000000006 5 6 decision_type=2 2 9 1 9 2 2 2 2 2 2 1 9 2 2 2 9 9 left_child=1 2 3 8 -5 6 -6 9 14 12 -11 -12 13 -4 16 -16 -1 -14 right_child=-2 -3 7 4 5 -7 -8 -9 -10 10 11 -13 17 -15 15 -17 -18 -19 leaf_value=0.20029320894525601 -1.2290571975708009 1.6432431135177612 -0.45534112493825868 0.67198996424674984 0.066330781914752071 1.4859294643402101 0.85878716014152345 0.84367306804656983 -0.79703903317451474 1.3162282800674439 0.45598005365681005 -0.15112244727270946 -0.071728954573496928 0.28822475946866549 0.96855055447282468 -0.13068499741522041 -0.11099241174939202 -0.0069316437436327304 leaf_weight=120 38 20 158 118 1138 20 43 20 24 20 101 165 1202 26 29 37 728 5251 leaf_count=120 38 20 158 118 1138 20 43 20 24 20 101 165 1202 26 29 37 728 5251 internal_value=0 0.00962823 0.0060769 0.0778099 0.171667 0.117367 0.095184 -0.0173289 -0.0545892 -0.0198413 0.176545 0.0908547 -0.0283039 -0.332217 -0.0356911 0.352312 -0.0658895 -0.0190937 internal_weight=0 9220 9200 2257 1319 1201 1181 6943 938 6923 286 266 6637 184 914 66 848 6453 internal_count=9258 9220 9200 2257 1319 1201 1181 6943 938 6923 286 266 6637 184 914 66 848 6453 cat_boundaries=0 3 4 6 7 8 10 13 cat_threshold=329261440 285278211 67109376 2466 8192 16777217 92 524288 318767104 65536 69632 2348810240 134217748 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=22 num_cat=3 split_feature=0 5 25 3 1 19 5 0 26 3 25 3 2 3 3 3 25 2 3 3 1 split_gain=569112 524248 151753 240304 187062 145742 125483 112887 324711 315802 180833 149205 120982 101780 85540.5 99945.7 81501.7 51795.5 45525.6 27235 7623.94 threshold=1265.0725000000002 1341.6425000000002 0 10.942500000000003 644.32500000000016 360.54500000000007 177.05000000000004 66.112500000000011 2022.5000000000002 66.112500000000011 1 148.02912000000001 66.112500000000011 107.39000000000001 174.37500000000003 866.75000000000011 2 13.037000000000001 451.12500000000006 133.08750000000001 1157.6300000000001 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 6 7 16 10 9 -9 12 -10 -4 -5 19 -16 -1 -8 -12 -15 -6 right_child=-2 -3 5 13 20 -7 17 8 11 -11 18 -13 -14 14 15 -17 -18 -19 -20 -21 -22 leaf_value=0.050898771736664655 -1.2167666766518042 1.6268107714653015 -0.45078771218987584 -0.72940501791058165 0.6461848111586137 0.83523638439178471 -0.12806799240601369 0.32995082195075059 0.002907306035359701 1.6722422045753116 -0.017452318365169528 -0.85278633077939348 0.28534246884859527 -0.011980123519897461 -0.36481878906050147 0.20382309170067309 0.18481729765062291 -0.68757664816720154 -0.49529715824127196 0.4704468355178833 0.91595128631591793 leaf_weight=937 38 20 158 33 22 20 78 106 135 21 6433 24 26 22 136 40 923 21 20 25 20 leaf_count=937 38 20 158 33 22 20 78 106 135 21 6433 24 26 22 136 40 923 21 20 25 20 internal_value=0 0.00954266 0.00602686 0.0770654 0.114314 -0.0171523 0.100157 -0.0196396 0.174886 0.551905 -0.028022 -0.126254 -0.328895 -0.211075 -0.134371 -0.235582 0.118621 -0.246752 -0.018904 0.24463 0.774645 internal_weight=0 9220 9200 2257 2001 6943 1959 6923 286 127 6637 159 184 256 223 176 1860 99 6453 47 42 internal_count=9258 9220 9200 2257 2001 6943 1959 6923 286 127 6637 159 184 256 223 176 1860 99 6453 47 42 cat_boundaries=0 3 4 7 cat_threshold=329261440 285278211 67109376 524288 312475648 268435458 67109376 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=21 num_cat=4 split_feature=0 5 25 24 25 10 1 19 10 10 10 0 26 3 25 3 8 26 3 26 split_gain=557789 513814 148766 276465 342629 372826 253597 142841 130493 142314 330758 110640 318249 309518 177235 146236 108517 77897.4 44619.6 39811.3 threshold=1265.0725000000002 1341.6425000000002 0 1 2 480.02500000000003 438.04750000000007 360.54500000000007 655.50000000000011 73.46250000000002 210.75000000000003 66.112500000000011 2022.5000000000002 66.112500000000011 3 148.02912000000001 39.961300000000001 2022.5000000000002 451.12500000000006 2022.5000000000002 decision_type=2 2 9 1 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 8 19 6 -6 11 9 16 -11 14 13 -13 17 -14 -1 -4 -16 -5 right_child=-2 -3 7 4 5 -7 -8 -9 -10 10 -12 12 15 -15 18 -17 -18 -19 -20 -21 leaf_value=-0.039883367844885845 -1.2045989809538189 1.610542612552643 -0.14630521425356469 0.53977401987711593 0.065075627506198275 1.4704035911560058 0.84740790588911197 0.82688399028778081 -0.85444805129244927 1.4000284901532261 -0.22600633127936001 0.32665130967239164 0.0028782339625888398 1.6555198387872605 -0.017277795399126425 -0.8442584664622943 -0.51105451954098846 -0.55820680661973632 -0.49034420812129975 0.90718698008307097 leaf_weight=815 38 20 96 60 1138 20 43 20 20 22 29 106 135 21 6433 24 52 88 20 58 leaf_count=815 38 20 96 60 1138 20 43 20 20 22 29 106 135 21 6433 24 52 88 20 58 internal_value=0 0.00944979 0.00596915 0.0763051 0.169229 0.115527 0.0935602 -0.0169808 -0.0547704 -0.0379448 0.47542 -0.0194432 0.173137 0.546385 -0.0277418 -0.124991 -0.0681428 -0.325606 -0.018715 0.664088 internal_weight=0 9220 9200 2257 1319 1201 1181 6943 938 918 51 6923 286 127 6637 159 867 184 6453 118 internal_count=9258 9220 9200 2257 1319 1201 1181 6943 938 918 51 6923 286 127 6637 159 867 184 6453 118 cat_boundaries=0 3 4 6 7 cat_threshold=329261440 285278211 67109376 2466 8192 16777217 524288 is_linear=0 shrinkage=0.01 Tree=778 num_leaves=15 num_cat=0 split_feature=0 4 3 0 0 18 3 4 1 1 10 0 9 1 split_gain=546689 275832 144516 219980 313304 214500 135706 123344 106970 217225 87090.1 85148.4 58618.2 108104 threshold=1265.0725000000002 1422.3575000000001 138.37500000000003 210.75000000000003 232.70000000000002 485.89000000000004 127.72750000000002 344.21500000000003 723.37500000000011 383.62912500000004 67.800000000000011 282.37500000000006 190.42000000000004 120.37500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 9 12 11 -6 13 -4 right_child=-2 -3 8 4 10 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0035152935396896645 -1.1925530022069029 1.1541231972830637 -0.18558167442285789 1.5122662124633788 -0.27743973854260567 -0.95783002687537155 0.83194861590862279 0.39322960940076085 -0.86185000939802692 0.79652054019596263 0.83378976631164547 0.24366190186515449 0.19139285920244276 -0.79252515899412557 leaf_weight=8459 38 21 265 20 39 23 20 82 22 23 20 160 33 33 leaf_count=8459 38 21 265 20 39 23 20 82 22 23 20 160 33 33 internal_value=0 0.00935529 0.00674195 0.0149242 0.314171 0.00659245 0.00918347 0.00725684 -0.185259 -0.143211 0.204756 0.141536 -0.208509 -0.252794 internal_weight=0 9220 9199 8823 239 8584 8561 8541 376 354 219 199 331 298 internal_count=9258 9220 9199 8823 239 8584 8561 8541 376 354 219 199 331 298 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=23 num_cat=2 split_feature=0 4 3 0 24 26 0 0 18 24 3 7 3 4 0 3 0 0 7 2 4 26 split_gain=535809 270343 141641 215603 610957 275911 889154 220789 210232 153970 411913 133370 133005 120889 113359 82792.8 78247.1 78082.9 71876.4 54719.4 24218.6 19517.5 threshold=1265.0725000000002 1422.3575000000001 138.37500000000003 210.75000000000003 0 2022.5000000000002 486.41000000000003 429.49500000000006 485.89000000000004 1 593.34250000000009 115.57500000000002 127.72750000000002 344.21500000000003 311.67500000000007 532.72500000000014 569.59500000000014 258.76500000000004 57.780000000000008 47.808000000000007 173.50000000000003 2022.5000000000002 decision_type=2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 6 -5 -7 12 10 18 15 13 -1 17 20 -16 -6 19 -4 -11 -17 right_child=-2 -3 9 4 14 7 -8 -9 -10 11 -12 -13 -14 -15 16 21 -18 -19 -20 -21 -22 -23 leaf_value=0.0034801401944851052 -1.1806274213288961 1.1425818997337704 -0.1647082814489092 2.5243392445964199 -0.11988849639892578 -0.17903797098568508 -0.14067560468401227 1.177394124893915 -0.94825171926747209 -0.1757949722514433 1.061182792042241 -0.88754265984472558 0.82362910246849053 0.389297317331884 -0.61985472529542218 -0.84396117973327633 -0.015781619983750422 0.67622048421339553 0.34366296982765199 -0.68777331931250429 0.20029636736214163 -0.43180236851727521 leaf_weight=8459 38 21 70 31 28 28 21 21 23 119 33 39 20 82 51 20 37 22 20 28 20 27 leaf_count=8459 38 21 70 31 28 28 21 21 23 119 33 39 20 82 51 20 37 22 20 28 20 27 internal_value=0 0.00926174 0.00667453 0.014775 0.311029 0.855969 1.44808 0.40229 0.00652652 -0.183406 0.0689755 -0.340705 0.00909163 0.00718427 -0.139706 -0.244363 -0.365869 0.230399 -0.202661 -0.314155 -0.121681 -0.607189 internal_weight=0 9220 9199 8823 239 101 52 49 8584 376 151 225 8561 8541 138 186 88 50 118 98 139 47 internal_count=9258 9220 9199 8823 239 101 52 49 8584 376 151 225 8561 8541 138 186 88 50 118 98 139 47 cat_boundaries=0 1 2 cat_threshold=1054 840 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=18 num_cat=2 split_feature=25 1 3 0 0 0 20 7 7 2 2 24 26 1 1 7 26 split_gain=307176 167612 1.22977e+06 271971 231219 220751 160337 177881 967876 204186 92318.4 77292.6 116795 74354 110318 23225.8 907.665 threshold=0 378.05000000000007 492.37500000000006 438.04750000000007 1205.5225000000003 157.58975000000007 355.67500000000007 441.88278000000008 361.60000000000008 1013.1050000000001 157.58975000000007 1 2022.5000000000002 441.67528000000004 629.70000000000016 700.81750000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=11 4 3 5 6 13 7 8 9 -2 15 16 -13 -3 -15 -9 -1 right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 -12 12 -14 14 -16 -17 -18 leaf_value=-0.073945529584614741 0.0018877307951326136 0.53087221963065012 2.5276900634982371 -0.98017038742701224 -0.99672989720883576 1.1449525737762452 0.79135732232378075 -0.41941525941507685 2.2067670316696169 0.96651082873344418 -0.98692187317039659 -0.22851819108612836 -0.76887776237726213 -0.59636409312486649 0.14989030507894663 -0.039145879334416885 -0.13143439541783247 leaf_weight=53 8585 21 22 24 23 20 26 36 20 22 23 80 80 32 52 29 57 leaf_count=53 8585 21 22 24 23 20 26 36 20 22 23 80 80 32 52 29 57 internal_value=0 0.0106389 0.32072 -0.00514145 0.00460085 0.182064 0.00723563 0.00489631 0.00945923 0.00435336 -0.442425 -0.325723 -0.469363 -0.00134322 -0.134397 -0.249757 -0.0950906 internal_weight=0 8935 171 149 8764 125 8741 8715 8627 8607 88 270 160 105 84 65 110 internal_count=9205 8935 171 149 8764 125 8741 8715 8627 8607 88 270 160 105 84 65 110 cat_boundaries=0 2 3 cat_threshold=8320 16777217 468 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=18 num_cat=2 split_feature=25 1 3 10 0 0 0 3 13 0 24 26 1 1 26 3 26 split_gain=301063 164277 1.2053e+06 274212 266559 225368 216358 172283 235892 190515 76300.5 76084.9 72874.3 108123 71606.5 19596.2 11602.6 threshold=0 378.05000000000007 492.37500000000006 1058.7500000000002 438.04750000000007 1205.5225000000003 157.58975000000007 515.86500000000012 548.95500000000004 449.26500000000004 1 2022.5000000000002 441.67528000000004 629.70000000000016 2022.5000000000002 866.75000000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=10 3 4 5 6 7 12 8 9 -2 16 -9 -3 -14 -12 -13 -1 right_child=1 2 -4 -5 -6 -7 -8 11 -10 -11 14 15 13 -15 -16 -17 -18 leaf_value=0.0025580580256603382 0.00028778897413897589 0.52556349436442051 2.5024132382734257 1.1458882867722284 -0.97036874214808155 -0.98676251701686701 1.1335030708312988 -0.018047012885411579 0.82780231321709496 0.4577996902232585 -0.27995819956252843 -0.88580143716600201 -0.59040045142173769 0.14839139360647935 -0.70309434513986846 -0.48374140333045612 -0.20288068839481899 leaf_weight=54 8520 21 22 21 24 23 20 24 35 92 79 27 32 52 81 22 56 leaf_count=54 8520 21 22 21 24 23 20 24 35 92 79 27 32 52 81 22 56 internal_value=0 0.0105325 0.317513 0.00455484 -0.00509005 0.00181345 0.180243 0.00442093 0.00850499 0.00517528 -0.322466 -0.479344 -0.0013298 -0.133053 -0.465102 -0.705285 -0.0935265 internal_weight=0 8935 171 8764 149 8743 125 8720 8647 8612 270 73 105 84 160 49 110 internal_count=9205 8935 171 8764 149 8743 125 8720 8647 8612 270 73 105 84 160 49 110 cat_boundaries=0 2 3 cat_threshold=8320 16777217 916 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=23 num_cat=1 split_feature=5 3 1 0 3 0 24 1 0 6 26 0 8 19 0 3 1 4 6 8 3 3 split_gain=208551 186357 1.27024e+06 556519 227234 131910 636362 403284 174810 123651 98236.9 92029.9 91030 99987.1 53519.3 50740.9 49661.6 26367.4 6481.66 6057.68 3947.88 730.839 threshold=1341.6425000000002 344.21500000000003 378.05000000000007 1265.0725000000002 456.25000000000006 210.75000000000003 0 50.217500000000008 429.49500000000006 422.52500000000009 2022.5000000000002 352.08500000000004 538.6450000000001 202.65000000000003 258.76500000000004 866.75000000000011 172.12500000000003 14.938500000000001 657.00000000000011 802.66250000000002 404.82250000000005 802.66250000000002 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 20 9 14 11 -9 12 21 -8 13 -1 -7 -12 -16 18 -11 -14 -3 -6 right_child=-2 2 -4 -5 10 6 7 8 -10 17 15 -13 19 -15 16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.0017733823030840034 0.93138761401176451 0.63671503336533253 2.2325119764229346 -1.3679927120208739 0.099896482944488524 0.11920508975074405 0.0056150745261799211 2.162019831339518 0.85569742202758792 -0.17315043568611146 -0.8327515858061173 0.61210598715420428 -0.31819749500440514 -0.49089060476848057 -0.32468401198275387 -0.24589985517355112 -0.88180634784698486 -0.66912406864265606 -0.3777493973821402 -0.54099009880652793 0.44461065101623531 0.015431229727608818 leaf_weight=8537 24 23 29 30 20 21 44 21 20 30 34 58 23 42 80 26 20 24 32 26 20 21 leaf_count=8537 24 23 29 30 20 21 44 21 20 30 34 58 23 42 80 26 20 24 32 26 20 21 internal_value=0 -0.00201173 0.32309 -0.00825536 -0.0614466 -0.00371179 0.216508 0.642259 1.52479 -0.0103836 -0.320643 0.350482 -0.00662275 -0.00416794 -0.313798 -0.578449 -0.436108 -0.387692 -0.27875 -0.436414 0.547364 0.0566338 internal_weight=0 9181 173 9008 144 8978 264 143 41 8714 101 102 8628 8579 121 60 100 86 62 49 43 41 internal_count=9205 9181 173 9008 144 8978 264 143 41 8714 101 102 8628 8579 121 60 100 86 62 49 43 41 cat_boundaries=0 1 cat_threshold=2784 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=19 num_cat=2 split_feature=25 5 3 1 0 3 10 10 13 8 26 1 24 26 3 5 26 3 split_gain=294340 357721 228340 1.32731e+06 603474 206442 190764 776077 334234 104402 101893 85199.1 74552.7 69828.3 53853.6 29646.9 11404.2 3869.32 threshold=0 1341.6425000000002 344.21500000000003 378.05000000000007 1205.5225000000003 456.25000000000006 67.800000000000011 103.13625000000002 1.7878000000000001 285.37500000000006 2022.5000000000002 1058.7500000000002 1 2022.5000000000002 866.75000000000011 14.700000000000001 2022.5000000000002 404.82250000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=12 2 4 5 6 17 9 -8 -9 11 -7 -2 16 -14 -12 -11 -1 -4 right_child=1 -3 3 -5 -6 10 7 8 -10 15 14 -13 13 -15 -16 -17 -18 -19 leaf_value=0.0027479424631154099 -0.001235126046021894 1.3463111158609391 0.63034788069517722 2.3598041515690942 -1.5207386405651386 0.10220697076697098 1.7544739664754558 -0.10483614797242964 0.8332158494788281 -0.42414516334533697 -0.82663709293712273 0.62189535531130702 -0.27705323775357837 -0.69490251864916019 -0.18790244416757063 -0.02034088651339213 -0.20092736078160151 0.44016455841064456 leaf_weight=54 8328 20 23 28 26 38 31 198 47 75 33 22 79 81 22 24 56 20 leaf_count=54 8328 20 23 28 26 38 31 198 47 75 33 22 79 81 22 24 56 20 internal_value=0 0.0104106 0.00742528 0.377115 0.000497038 -0.0310862 0.00503023 0.26374 0.0751167 -0.00342094 -0.296011 0.000406655 -0.318849 -0.459849 -0.571143 -0.326253 -0.0925295 0.541891 internal_weight=0 8935 8915 164 8751 136 8725 276 245 8449 93 8350 270 160 55 99 110 43 internal_count=9205 8935 8915 164 8751 136 8725 276 245 8449 93 8350 270 160 55 99 110 43 cat_boundaries=0 2 3 cat_threshold=8320 16777217 916 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=18 num_cat=2 split_feature=25 5 3 1 0 3 10 10 13 2 8 26 24 26 3 3 26 split_gain=288483 350602 223796 1.3009e+06 591465 202334 186967 760633 327583 176279 138788 99865.6 73639.6 110569 52781.9 3792.32 757.451 threshold=0 1341.6425000000002 344.21500000000003 378.05000000000007 1205.5225000000003 456.25000000000006 67.800000000000011 103.13625000000002 1.7878000000000001 967.31750000000011 85.544000000000025 2022.5000000000002 1 2022.5000000000002 866.75000000000011 404.82250000000005 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=12 2 4 5 6 15 9 -8 -9 10 -2 -7 16 -14 -13 -4 -1 right_child=1 -3 3 -5 -6 11 7 8 -10 -11 -12 14 13 -15 -16 -17 -18 leaf_value=-0.072006732945172292 0.0012057790745834693 1.332847926914692 0.62404437313909111 2.3362060991355351 -1.5055312420771674 0.1011849099711368 1.7369292483791228 -0.10378778527481387 0.82488366735742447 0.87088082769642716 -0.24178851673425722 -0.818370726072427 -0.22131339368969202 -0.74707255014777196 -0.18602342399683866 0.43576291370391845 -0.1245235282287263 leaf_weight=53 8184 20 23 28 26 38 31 198 47 23 242 33 80 80 22 20 57 leaf_count=53 8184 20 23 28 26 38 31 198 47 23 242 33 80 80 22 20 57 internal_value=0 0.0103065 0.00735103 0.373343 0.000492067 -0.0307753 0.00497993 0.261103 0.0743655 -0.00338673 -0.00577317 -0.293051 -0.315661 -0.455711 -0.565432 0.536472 -0.0909516 internal_weight=0 8935 8915 164 8751 136 8725 276 245 8449 8426 93 270 160 55 43 110 internal_count=9205 8935 8915 164 8751 136 8725 276 245 8449 8426 93 270 160 55 43 110 cat_boundaries=0 2 3 cat_threshold=8320 16777217 468 is_linear=0 shrinkage=0.01 Tree=785 num_leaves=11 num_cat=2 split_feature=2 5 0 3 3 25 24 10 1 26 split_gain=388115 617689 349371 173693 169408 89779.7 389795 103710 85083.3 14981.3 threshold=1211.5375000000001 1318.45 1219.7885000000003 652.50000000000011 508.59600000000006 0 1 1064.4750000000001 14.976000000000001 2022.5000000000002 decision_type=2 2 2 2 2 9 1 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=0.59561455155175824 -1.0449820119823729 1.7231477973574685 1.0659790802001954 -0.061145708560943604 0.79732826727407957 -0.0031589163957622757 -0.15117613038768066 0.71776146697998044 -1.0448861517906189 -0.41447906748453778 leaf_weight=116 35 21 31 20 27 8825 153 20 20 30 leaf_count=116 35 21 31 20 27 8825 153 20 20 30 internal_value=0 0.0100494 0.00615686 0.00258999 0.00639004 0.00404691 0.180666 -0.00152707 -0.493643 -0.273146 internal_weight=0 9263 9242 9211 9141 9114 269 8845 70 50 internal_count=9298 9263 9242 9211 9141 9114 269 8845 70 50 cat_boundaries=0 2 3 cat_threshold=16785536 2164326400 1729 is_linear=0 shrinkage=0.01 Tree=786 num_leaves=9 num_cat=1 split_feature=5 0 4 1 18 25 12 26 split_gain=237579 260915 188889 177524 156212 102342 103510 80227.2 threshold=1341.6425000000002 1219.7885000000003 1295.4950000000001 1341.6425000000002 765.88 0 426.87000000000006 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.054763718912807791 1.0439761059392583 0.85323678334554032 -0.86779964675903321 -0.91577799660818915 0.88751800632476807 0.0017476070493422557 -0.37633603811264038 0.56185181530316675 leaf_weight=65 22 36 25 21 20 8976 73 60 leaf_count=65 22 36 25 21 20 8976 73 60 internal_value=0 0.00356029 0.000249867 0.00260486 0.00470253 0.00277793 -0.00130103 0.27608 internal_weight=0 9276 9240 9215 9194 9174 9049 125 internal_count=9298 9276 9240 9215 9194 9174 9049 125 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=9 num_cat=1 split_feature=2 5 0 4 18 2 1 25 split_gain=380815 598709 336893 156077 153165 116010 146025 116053 threshold=1211.5375000000001 1318.45 1219.7885000000003 1374.9750000000004 765.88 330.61600000000004 43.440000000000005 0 decision_type=2 2 2 2 2 2 2 9 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=0.21027244675467849 -1.035165933996439 1.6964691925048829 1.0467869297150643 -0.87987329769134526 0.87864283657073972 -0.044250641305847931 -0.68845309398792409 0.00089620142313946661 leaf_weight=263 35 21 31 20 20 101 54 8753 leaf_count=263 35 21 31 20 20 101 54 8753 internal_value=0 0.00989568 0.00606338 0.00256079 0.004481 0.00257464 -0.268682 0.007238 internal_weight=0 9263 9242 9211 9191 9171 155 9016 internal_count=9298 9263 9242 9211 9191 9171 155 9016 cat_boundaries=0 2 cat_threshold=16785536 2164326400 is_linear=0 shrinkage=0.01 Tree=788 num_leaves=10 num_cat=0 split_feature=2 0 4 3 3 1 10 10 26 split_gain=373238 393045 213867 168147 163070 160263 101404 106826 17369.1 threshold=1211.5375000000001 1219.7885000000003 1374.9750000000004 652.50000000000011 508.59600000000006 14.700000000000001 1064.4750000000001 690.66750000000013 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 -10 leaf_value=0.0053288141844521717 -1.0248142837115697 1.1161541938781738 1.0139799608503071 0.046174478530883793 0.7834319912945783 -1.2397815975546838 0.69922377813430059 -0.64925706741809852 -0.3318130273203696 leaf_weight=9066 35 32 21 20 27 20 21 25 31 leaf_count=9066 35 32 21 20 27 20 21 25 31 internal_value=0 0.009799 0.00596373 0.00366532 0.00743144 -0.481103 0.00513206 0.00352872 -0.183583 internal_weight=0 9263 9231 9210 9139 71 9112 9091 51 internal_count=9298 9263 9231 9210 9139 71 9112 9091 51 is_linear=0 shrinkage=0.01 Tree=789 num_leaves=10 num_cat=0 split_feature=2 0 4 18 6 0 6 6 2 split_gain=365811 385223 209611 150002 118419 133203 104566 59389.8 129517 threshold=1211.5375000000001 1219.7885000000003 1374.9750000000004 765.88 422.52500000000009 831.91125000000011 302.43750000000006 521.41500000000008 108.69300000000001 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=0.0055255328726852579 -1.0145661290032524 1.1049926948547364 1.0038401776268369 0.86872017288208014 -0.66637785750276901 -0.6283531437498151 0.45101243952535236 -0.39273350178249294 0.53093624734878542 leaf_weight=8987 35 32 21 20 34 33 53 63 20 leaf_count=8987 35 32 21 20 34 33 53 63 20 internal_value=0 0.00970101 0.00590409 0.00362867 0.00174599 0.00582233 0.00813735 -0.314362 -0.170162 internal_weight=0 9263 9231 9210 9190 9073 9040 117 83 internal_count=9298 9263 9231 9210 9190 9073 9040 117 83 is_linear=0 shrinkage=0.01 Tree=790 num_leaves=9 num_cat=0 split_feature=4 0 1 17 2 2 2 0 split_gain=180068 199031 249969 155478 131302 194321 167389 50358.8 threshold=1219.7885000000003 1165.3425000000004 1341.6425000000002 491.05000000000013 967.31750000000011 266.99500000000006 157.58975000000007 385.88250000000005 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=-0.0094613110674018671 -0.78190716234842939 0.74676010894775391 -1.0734305901960892 0.64967230439186097 0.57780814583756424 -0.2785632406382621 0.39029204299989739 -0.81116667652130137 leaf_weight=8862 30 35 22 36 38 158 106 20 leaf_count=8862 30 35 22 36 38 158 106 20 internal_value=0 -0.00591198 -0.0087624 -0.00622197 -0.00879299 -0.0112302 -0.0047363 -0.338406 internal_weight=0 9277 9242 9220 9184 9146 8968 178 internal_count=9307 9277 9242 9220 9184 9146 8968 178 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=9 num_cat=0 split_feature=5 0 1 17 5 2 2 4 split_gain=335213 222764 178801 152548 189740 243066 168829 71675 threshold=1530.8125000000002 1165.3425000000004 1374.9750000000004 491.05000000000013 752.83000000000015 967.31750000000011 244.35500000000002 323.80000000000007 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=-0.0030273193740965759 -1.301566776394844 0.79074054827008922 -0.95305133628845218 0.64317558315065171 -0.29572022070487342 0.80297196239233015 -0.30986025348387131 -1.1062884539365769 leaf_weight=8932 20 35 20 36 24 37 183 20 leaf_count=8932 20 35 20 36 24 37 183 20 internal_value=0 -0.00554413 -0.00855645 -0.00651031 -0.00905367 -0.00590412 -0.00918754 -0.66416 internal_weight=0 9287 9252 9232 9196 9152 9115 44 internal_count=9307 9287 9252 9232 9196 9152 9115 44 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=9 num_cat=1 split_feature=5 0 1 17 5 2 25 5 split_gain=328542 218331 175242 149512 185964 238229 169246 5751.33 threshold=1530.8125000000002 1165.3425000000004 1374.9750000000004 491.05000000000013 752.83000000000015 967.31750000000011 0 1062.9250000000002 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -6 right_child=-2 -3 -4 -5 7 -7 -8 -9 leaf_value=-0.25025885168225209 -1.2885511286258697 0.78283320890154162 -0.9435208315849305 0.63674382978015476 -0.54318932045589796 0.79494224242261935 -0.0013931999323905603 -0.7718480967391621 leaf_weight=272 20 35 20 36 22 37 8843 22 leaf_count=272 20 35 20 36 22 37 8843 22 internal_value=0 -0.00548869 -0.00847088 -0.00644521 -0.00896313 -0.00584508 -0.00909567 -0.657519 internal_weight=0 9287 9252 9232 9196 9152 9115 44 internal_count=9307 9287 9252 9232 9196 9152 9115 44 cat_boundaries=0 1 cat_threshold=532480 is_linear=0 shrinkage=0.01 Tree=793 num_leaves=10 num_cat=1 split_feature=5 17 5 1 25 3 1 12 4 split_gain=322003 146099 192674 148570 149615 145502 632487 151409 75242.9 threshold=1530.8125000000002 491.05000000000013 752.83000000000015 1341.6425000000002 0 561.85750000000019 42.190000000000005 465.34500000000008 331.12500000000006 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 7 -7 -6 -4 right_child=-2 -3 8 -5 5 6 -8 -9 -10 leaf_value=-0.31468097494888919 -1.275665577173233 0.63037638558281794 -0.28281551446914671 -0.74538997508861404 0.0019469562858411144 -0.14231393624842167 1.7508565690994262 -0.5392303266490881 -1.0947705092884246 leaf_weight=141 20 36 25 27 8900 60 25 52 21 leaf_count=141 20 36 25 27 8900 60 25 52 21 internal_value=0 -0.00543651 -0.00791076 -0.00468461 -0.00250559 0.00271035 0.414501 -0.00119661 -0.653491 internal_weight=0 9287 9251 9205 9178 9037 85 8952 46 internal_count=9307 9287 9251 9205 9178 9037 85 8952 46 cat_boundaries=0 2 cat_threshold=8192 2164260864 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=9 num_cat=0 split_feature=5 0 1 17 5 2 2 4 split_gain=315593 214227 169017 143636 178716 233197 165637 68832 threshold=1530.8125000000002 1165.3425000000004 1374.9750000000004 491.05000000000013 752.83000000000015 967.31750000000011 244.35500000000002 323.80000000000007 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=-0.0028758279017324566 -1.2629089395999908 0.77549328068324497 -0.92663171386718746 0.62407263676325475 -0.28355021506547928 0.78652304784671689 -0.30679422311606958 -1.0778800006508826 leaf_weight=8932 20 35 20 36 24 37 183 20 leaf_count=8932 20 35 20 36 24 37 183 20 internal_value=0 -0.00538553 -0.00833957 -0.0063502 -0.00881815 -0.00576146 -0.00897754 -0.644609 internal_weight=0 9287 9252 9232 9196 9152 9115 44 internal_count=9307 9287 9252 9232 9196 9152 9115 44 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=10 num_cat=1 split_feature=4 3 10 25 26 0 2 12 0 split_gain=421037 172550 185682 169792 678410 293672 109598 96419.2 21120 threshold=1422.3575000000001 1265.0725000000002 1064.4750000000001 0 2022.5000000000002 1005.9575000000001 1120.4650000000004 312.37500000000006 1335.1525000000004 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -7 right_child=-2 -3 -4 5 -6 8 -8 -9 -10 leaf_value=-0.34668974656611684 1.4579720649719239 -0.79277626196543383 0.90519882533861251 -0.0010256261672571538 1.1093424513936043 -0.58652434539794929 0.67905747552712759 0.3159678344720418 -1.0308507803212041 leaf_weight=64 20 27 23 8898 64 20 24 97 23 leaf_count=64 20 27 23 8898 64 20 24 97 23 internal_value=0 0.00547669 0.00781608 0.00557018 0.353694 0.000262366 0.0041934 0.00239276 -0.824187 internal_weight=0 9240 9213 9190 128 9062 9019 8995 43 internal_count=9260 9240 9213 9190 128 9062 9019 8995 43 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=796 num_leaves=9 num_cat=1 split_feature=4 9 0 25 26 0 2 6 split_gain=412659 176197 348335 118080 533577 123565 114686 114623 threshold=1422.3575000000001 1219.7885000000003 1295.4950000000001 0 2022.5000000000002 866.75000000000011 1120.4650000000004 438.71000000000009 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 leaf_value=-0.36863269525078629 1.4433923301696776 0.9203692878995624 -1.090909494860419 0.0066653578586188819 1.0505983429484897 -0.66054748790604734 0.66798447531003224 -0.3321139458913614 leaf_weight=52 20 21 29 8929 54 28 26 101 leaf_count=52 20 21 29 8929 54 28 26 101 internal_value=0 0.00542192 0.00333776 0.00679077 0.323823 0.00273188 0.00478567 0.00287613 internal_weight=0 9240 9219 9190 106 9084 9056 9030 internal_count=9260 9240 9219 9190 106 9084 9056 9030 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=797 num_leaves=9 num_cat=0 split_feature=5 0 2 1 1 18 15 12 split_gain=400291 172112 168220 107864 115522 136078 206875 114381 threshold=1435.0600000000002 1470.5550000000003 1374.9750000000004 1318.45 967.31750000000011 362.77500000000003 91.800000000000026 465.34500000000008 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=0.005506702586299368 1.4216422827243804 -0.92127700233459475 0.92351392853260039 0.64858984140249409 -0.75559917974472046 -0.0087930386641929901 1.3132272050380707 -0.40319335985658827 leaf_weight=9036 20 20 20 26 20 29 20 69 leaf_count=9036 20 20 20 26 20 29 20 69 internal_value=0 0.00538353 0.00739364 0.00540208 0.00357922 0.0052379 0.530807 0.00240947 internal_weight=0 9240 9220 9200 9174 9154 49 9105 internal_count=9260 9240 9220 9200 9174 9154 49 9105 is_linear=0 shrinkage=0.01 Tree=798 num_leaves=10 num_cat=1 split_feature=4 9 0 25 26 0 10 10 2 split_gain=402886 172449 338403 115458 522303 121214 143181 458822 172669 threshold=1422.3575000000001 1219.7885000000003 1295.4950000000001 0 2022.5000000000002 866.75000000000011 64.050000000000011 103.13625000000002 1120.4650000000004 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 -8 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=-0.36500143816837899 1.426130500793457 0.91045308714821238 -1.0753075382627291 -0.0049486640793552378 1.0391555120326854 -0.65432184951646 1.1890635091917856 0.061072766328559201 0.8626403850576152 leaf_weight=52 20 21 29 8736 54 28 42 255 23 leaf_count=52 20 21 29 8736 54 28 42 255 23 internal_value=0 0.00528921 0.00322734 0.00663077 0.320123 0.00261738 0.00465144 0.220587 -0.00267049 internal_weight=0 9240 9219 9190 106 9084 9056 297 8759 internal_count=9260 9240 9219 9190 106 9084 9056 297 8759 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=799 num_leaves=9 num_cat=1 split_feature=5 9 0 25 26 9 2 1 split_gain=391741 181631 231679 115347 515344 109385 115358 73409.3 threshold=1435.0600000000002 1219.7885000000003 1295.4950000000001 0 2022.5000000000002 747.7125000000002 1120.4650000000004 67.485000000000014 decision_type=2 2 2 9 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 right_child=-2 -3 -4 5 -6 -7 -8 -9 leaf_value=-0.36135141501059898 1.4063003370761871 0.91278850556097257 -0.93955168503981368 -0.0052992198895066905 1.0334198151694403 -0.67247362971305846 0.66866737150228939 0.11913374926523858 leaf_weight=52 20 22 26 8534 54 24 26 502 leaf_count=52 20 22 26 8534 54 24 26 502 internal_value=0 0.00524837 0.00308241 0.00574869 0.31909 0.00174006 0.00352758 0.00161372 internal_weight=0 9240 9218 9192 106 9086 9062 9036 internal_count=9260 9240 9218 9192 106 9086 9062 9036 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=800 num_leaves=12 num_cat=0 split_feature=10 4 0 2 0 0 12 4 18 2 9 split_gain=270157 152066 143259 450056 619798 108605 119891 761016 208827 96816.8 23568.2 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 312.37500000000006 14.655000000000003 593.64750000000015 1120.4650000000004 10.766250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 8 10 9 -1 -8 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.0037273093295406229 -0.87373008292061938 -0.8645291013717652 0.88035231524500346 1.7264621372222899 -1.4079267826080324 -0.58592734146502712 -0.26539435881834761 1.901444808083276 -0.96987393812699751 0.5824581886314113 0.13153487137385778 leaf_weight=8978 35 20 29 20 20 31 52 24 22 29 21 leaf_count=8978 35 20 29 20 20 31 52 24 22 29 21 internal_value=0 0.00649587 0.00838407 0.462332 -0.0536392 0.00496347 0.00697066 0.356664 0.00321385 0.00559066 -0.151209 internal_weight=0 9246 9226 69 49 9157 9126 97 9029 9007 73 internal_count=9281 9246 9226 69 49 9157 9126 97 9029 9007 73 is_linear=0 shrinkage=0.01 Tree=801 num_leaves=12 num_cat=2 split_feature=10 4 12 4 18 5 25 24 10 9 12 split_gain=264780 149040 139302 1.05015e+06 197747 141796 125707 700762 95647.5 15206.3 5445.22 threshold=874.60000000000014 1374.9750000000004 312.37500000000006 14.655000000000003 636.15000000000009 1279.9550000000002 0 1 429.0200000000001 10.766250000000001 568.53250000000014 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 10 -4 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 -12 leaf_value=0.77189544926828424 -0.86499275643484941 -0.85588380050659185 -0.42691720314025883 2.0299981140664647 -0.94282071547074753 -0.81436706735974274 0.0027518259367477456 -0.11917087147586551 -0.4700496436828791 -0.01171314861463464 -0.22708830571174624 leaf_weight=124 35 20 25 28 22 21 8654 256 43 23 30 leaf_count=124 35 20 25 28 22 21 8654 256 43 23 30 internal_value=0 0.00643091 0.00830023 0.368726 0.00411107 0.00640086 0.00829974 0.183935 0.000413709 -0.227628 -0.31792 internal_weight=0 9246 9226 106 9120 9098 9077 380 8697 78 55 internal_count=9281 9246 9226 106 9120 9098 9077 380 8697 78 55 cat_boundaries=0 2 3 cat_threshold=532608 16777216 1539 is_linear=0 shrinkage=0.01 Tree=802 num_leaves=12 num_cat=0 split_feature=10 4 0 2 0 0 12 4 18 2 9 split_gain=259516 146076 139943 440391 606952 106112 115321 729388 200849 94991.3 22743.4 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 312.37500000000006 14.655000000000003 593.64750000000015 1120.4650000000004 10.766250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 8 10 9 -1 -8 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.003628293369239245 -0.85634283883231022 -0.84732500362396235 0.87074908914237181 1.7073710789680483 -1.3936921253204346 -0.57922623326701506 -0.25958567101221819 1.8621303455034892 -0.95117680376226243 0.57687716693713742 0.1303366331827073 leaf_weight=8978 35 20 29 20 20 31 52 24 22 29 21 leaf_count=8978 35 20 29 20 20 31 52 24 22 29 21 internal_value=0 0.00637366 0.0082243 0.456888 -0.0535126 0.00484352 0.00682754 0.349791 0.00314302 0.00547399 -0.147416 internal_weight=0 9246 9226 69 49 9157 9126 97 9029 9007 73 internal_count=9281 9246 9226 69 49 9157 9126 97 9029 9007 73 is_linear=0 shrinkage=0.01 Tree=803 num_leaves=9 num_cat=0 split_feature=10 4 0 26 0 19 18 18 split_gain=254351 143169 137158 161960 104000 99049.7 187180 95265.4 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 2022.5000000000002 603.77750000000015 518.68250000000012 593.64750000000015 355.67500000000007 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 leaf_value=0.0059000388122523563 -0.84777942330496658 -0.83885176086425783 -0.011538050704532199 0.9583460988420428 -0.57343396532920099 0.67693868983875616 -0.89584330434384551 0.69682594108581541 leaf_weight=9061 35 20 36 33 31 22 23 20 leaf_count=9061 35 20 36 33 31 22 23 20 internal_value=0 0.00630993 0.00814206 0.45232 0.00479508 0.00675926 0.00513976 0.00742173 internal_weight=0 9246 9226 69 9157 9126 9104 9081 internal_count=9281 9246 9226 69 9157 9126 9104 9081 is_linear=0 shrinkage=0.01 Tree=804 num_leaves=12 num_cat=0 split_feature=10 4 0 2 0 0 12 5 5 1 1 split_gain=249290 140320 134429 430804 593756 101931 112766 781184 235120 93590.4 48693.1 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 312.37500000000006 273.48534000000006 1236.1260000000004 166.40250000000003 9.775500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 8 10 9 -1 -8 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.011597252965922547 -0.83930162484305249 -0.83046322345733647 0.85714036711331076 1.6845935934782028 -1.3825495376586916 -0.56769962218499959 -0.2604862713813782 2.1066798961162569 -1.0538401026952835 -0.16522600214664013 0.31300457525253295 leaf_weight=8698 35 20 29 20 20 31 57 20 21 310 20 leaf_count=8698 35 20 29 20 20 31 57 20 21 310 20 internal_value=0 0.00624683 0.00806064 0.447796 -0.0570188 0.00474713 0.00669167 0.345835 0.0030482 0.00551208 -0.111528 internal_weight=0 9246 9226 69 49 9157 9126 97 9029 9008 77 internal_count=9281 9246 9226 69 49 9157 9126 97 9029 9008 77 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=11 num_cat=0 split_feature=0 4 1 17 1 1 2 1 26 1 split_gain=421574 255790 178154 164657 155186 314491 134440 71078.4 24248.1 11173.3 threshold=1295.4950000000001 1265.0725000000002 1318.45 491.05000000000013 497.97750000000002 438.04750000000007 1071.6575 723.37500000000011 2022.5000000000002 577.68750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -9 -6 right_child=-2 -3 -4 -5 7 -7 -8 8 -10 -11 leaf_value=-0.007898812073774306 -1.148846070766449 0.92281125005086273 0.91792737188793372 0.68039415958949501 -0.87569289207458501 1.0554162406921388 0.79315451576596219 0.10515986624218168 -0.36483352505642436 -0.55665474352629285 leaf_weight=8989 32 30 21 35 21 28 21 21 23 23 leaf_count=8989 32 30 21 35 21 28 21 21 23 23 internal_value=0 0.000934071 -0.00207794 -0.0041869 -0.0068124 -0.00274336 -0.00603176 -0.424721 -0.140518 -0.708923 internal_weight=0 9212 9182 9161 9126 9038 9010 88 44 44 internal_count=9244 9212 9182 9161 9126 9038 9010 88 44 44 is_linear=0 shrinkage=0.01 Tree=806 num_leaves=10 num_cat=1 split_feature=0 5 0 4 25 26 2 26 0 split_gain=413185 637285 216230 282748 105956 677667 109273 180107 133451 threshold=1295.4950000000001 1341.6425000000002 960.86250000000007 1341.6425000000002 0 2022.5000000000002 890.22500000000014 2022.5000000000002 146.62500000000003 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 -6 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 leaf_value=-0.34203432522684096 -1.1373577201366425 1.7008757283470848 0.90751517956073469 -1.1647514888218471 -0.0016642105945004967 1.2916669590528622 1.1075900861491328 -0.11858249497413635 -0.20030217147347604 leaf_weight=62 32 22 26 21 8638 43 23 25 352 leaf_count=62 32 22 26 21 8638 43 23 25 352 internal_value=0 0.000924731 -0.00314479 -0.00572851 -0.00306642 0.29857 -0.00689344 0.468959 -0.0094418 internal_weight=0 9212 9190 9164 9143 105 9038 48 8990 internal_count=9244 9212 9190 9164 9143 105 9038 48 8990 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=807 num_leaves=10 num_cat=1 split_feature=0 5 0 4 25 26 2 26 3 split_gain=404962 624603 211927 277121 103847 664181 107098 176523 160005 threshold=1295.4950000000001 1341.6425000000002 960.86250000000007 1341.6425000000002 0 2022.5000000000002 890.22500000000014 2022.5000000000002 644.32500000000016 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 -6 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 leaf_value=-0.33861397692513079 -1.1259840643405914 1.6838669228553773 0.89843997661884023 -1.153103990100679 -0.0058892878482424875 1.2787502337610999 1.0965142312257186 -0.11739665942192078 -0.5240275467435519 leaf_weight=62 32 22 26 21 8930 43 23 25 60 leaf_count=62 32 22 26 21 8930 43 23 25 60 internal_value=0 0.000915484 -0.00311334 -0.00567122 -0.00303575 0.295584 -0.0068245 0.464269 -0.00934739 internal_weight=0 9212 9190 9164 9143 105 9038 48 8990 internal_count=9244 9212 9190 9164 9143 105 9038 48 8990 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=808 num_leaves=12 num_cat=1 split_feature=5 4 25 2 26 4 4 26 9 6 26 split_gain=280684 178447 156048 237377 224624 108856 176807 184705 92765.7 76153.4 17700.7 threshold=1435.0600000000002 1341.6425000000002 0 1374.9750000000004 2022.5000000000002 473.87250000000012 344.21500000000003 2022.5000000000002 497.12500000000006 96.632500000000022 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 6 8 -8 -4 10 -7 right_child=-2 -3 3 -5 -6 9 7 -9 -10 -11 -12 leaf_value=-0.023745468526050965 1.1252279264276677 -0.90519627311012973 -0.0080850408511282269 1.0538177396853765 0.90105061687529087 -0.74783239092145648 1.2684858712283049 0.07820265665650368 -0.39317226992713084 0.13579890637170702 -0.39823393413921199 leaf_weight=58 22 22 8877 21 48 28 22 32 63 21 30 leaf_count=58 22 22 8877 21 48 28 22 32 63 21 30 internal_value=0 -0.00564705 -0.00349595 -0.00813225 0.360976 -0.0105992 -0.00735286 0.563133 -0.0107987 -0.380184 -0.567006 internal_weight=0 9222 9200 9094 106 9073 8994 54 8940 79 58 internal_count=9244 9222 9200 9094 106 9073 8994 54 8940 79 58 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=809 num_leaves=10 num_cat=1 split_feature=5 4 25 2 3 3 19 4 3 split_gain=275098 174896 152943 232653 109979 290895 95160.7 87052.6 3866.02 threshold=1435.0600000000002 1341.6425000000002 0 1374.9750000000004 644.32500000000016 488.75250000000005 387.80000000000007 143.49000000000004 1065.8000000000002 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -4 8 -6 right_child=-2 -3 3 -5 7 -7 -8 -9 -10 leaf_value=0.35736605478707573 1.1139756046641958 -0.89614432248202236 -0.0087031502226995426 1.0432795549574352 -0.25582341927748459 1.0102377587556839 -0.56371098195352864 -0.94521279965128213 -0.075706506642428312 leaf_weight=106 22 22 8945 21 26 28 31 21 22 leaf_count=106 22 22 8945 21 26 28 31 21 22 internal_value=0 -0.00559058 -0.00346099 -0.00805092 -0.0104932 -0.00744536 -0.01062 -0.408209 -0.17327 internal_weight=0 9222 9200 9094 9073 9004 8976 69 48 internal_count=9244 9222 9200 9094 9073 9004 8976 69 48 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=810 num_leaves=13 num_cat=3 split_feature=5 4 3 1 0 4 26 25 26 24 19 25 split_gain=239579 214156 124560 446462 298339 140292 159614 85990.7 172301 64443.1 187382 162591 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 324.54200000000009 1422.3575000000001 21.101500000000005 2022.5000000000002 0 2022.5000000000002 1 60.050000000000004 2 decision_type=2 2 2 2 2 2 2 9 2 1 2 9 left_child=1 2 4 5 7 6 -4 8 -1 10 -9 -11 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 11 -12 -13 leaf_value=-0.075775166875017549 1.1028857161998749 -1.0264480400085449 0.92075027809143073 1.6963441475629808 -1.1575726647810503 -0.52893328136411211 -0.16114711475372315 -0.04036217932171459 0.73186563491821288 0.095140633216408671 0.86576742607614265 -0.014125145589699085 leaf_weight=56 20 20 25 20 22 29 30 2944 50 2072 23 3935 leaf_count=56 20 20 25 20 22 29 30 2944 50 2072 23 3935 internal_value=0 0.00721569 0.00946132 0.353578 0.00552942 0.0338724 0.330624 0.00834751 0.278878 0.00483587 -0.0332259 0.0236595 internal_weight=0 9226 9206 104 9102 84 55 9080 106 8974 2967 6007 internal_count=9246 9226 9206 104 9102 84 55 9080 106 8974 2967 6007 cat_boundaries=0 2 3 6 cat_threshold=8192 65536 449 271061376 3441688579 134218256 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=13 num_cat=3 split_feature=5 4 3 1 0 4 26 25 26 24 19 25 split_gain=234811 209895 122081 437577 292402 137500 156438 84278.9 168873 63163.7 183653 160159 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 324.54200000000009 1422.3575000000001 21.101500000000005 2022.5000000000002 0 2022.5000000000002 1 60.050000000000004 2 decision_type=2 2 2 2 2 2 2 9 2 1 2 9 left_child=1 2 4 5 7 6 -4 8 -1 10 -9 -11 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 11 -12 -13 leaf_value=-0.075017415399530107 1.0918567476272583 -1.0161835479736328 0.91154279899597168 1.6793806991254678 -1.145996936451305 -0.5236439417970592 -0.15953564484914146 -0.039958557355003789 0.72454696292877208 0.12085754212529055 0.85710975025011149 -0.0038960764996025512 leaf_weight=56 20 20 25 20 22 29 30 2944 50 1308 23 4699 leaf_count=56 20 20 25 20 22 29 30 2944 50 1308 23 4699 internal_value=0 0.00714441 0.00936759 0.350043 0.00547502 0.0335336 0.327318 0.00826493 0.276089 0.00478842 -0.0328937 0.0234242 internal_weight=0 9226 9206 104 9102 84 55 9080 106 8974 2967 6007 internal_count=9246 9226 9206 104 9102 84 55 9080 106 8974 2967 6007 cat_boundaries=0 2 3 6 cat_threshold=8192 65536 449 271061376 3439591425 512 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=16 num_cat=0 split_feature=4 14 0 11 3 3 0 20 9 0 9 15 3 13 7 split_gain=177004 121730 247137 315690 143262 570384 152250 133833 125207 148890 96731.4 65666 17551.4 12152.7 15819.5 threshold=1265.0725000000002 52.345500000000008 59.492500000000014 234.05814000000001 488.75250000000005 644.32500000000016 1295.4950000000001 355.67500000000007 690.66750000000013 806.46500000000003 31.602000000000004 196.64500000000001 866.75000000000011 64.050000000000011 2.9625000000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 11 6 -6 7 8 9 -1 -4 13 -7 14 -3 right_child=-2 2 10 -5 5 12 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0088557294418487569 0.80327435118811463 -0.12957697460046375 -0.47814032837196635 1.1307056188583375 1.6263270383852502 -0.31364536514282226 -0.77066685714721683 0.82792007210850715 -0.57957258860270178 0.68181453820430871 -1.3957030506134032 -0.67422926120758064 0.025779165915953809 -0.32155424169872121 0.17765379396222888 leaf_weight=8794 28 83 27 20 27 25 25 20 36 33 20 25 39 23 21 leaf_count=8794 28 83 27 20 27 25 25 20 36 33 20 25 39 23 21 internal_value=0 0.00698568 -0.225961 -0.0503577 0.0126547 0.407418 0.00862194 0.0108151 0.00897129 0.0113716 -0.868593 -0.205761 -0.106809 -0.113543 -0.06754 internal_weight=0 9218 219 172 8999 91 8908 8883 8863 8827 47 152 64 127 104 internal_count=9246 9218 219 172 8999 91 8908 8883 8863 8827 47 152 64 127 104 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=13 num_cat=1 split_feature=5 4 3 3 2 25 26 9 9 8 3 2 split_gain=230489 208955 117541 348427 255372 126982 568294 91145.6 131571 77140.8 34711 85951.3 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 644.32500000000016 1164.4950000000001 0 2022.5000000000002 497.12500000000006 441.88278000000008 133.96350000000004 1295.4950000000001 117.40500000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 -1 8 -7 -9 11 -5 right_child=-2 -3 3 10 -6 7 -8 9 -10 -11 -12 -13 leaf_value=-0.33692907956312412 1.0816608834266663 -1.0140544776916505 1.211697585657239 0.15048487106959024 -1.0039215713024141 0.0043696482557154491 0.9905720889751729 -0.64146122634410863 0.8163669419288635 0.075666446288426711 0.2886101826754483 -0.69583704757690423 leaf_weight=64 20 20 32 30 25 8864 65 40 20 24 22 20 leaf_count=64 20 20 32 30 25 8864 65 40 20 24 22 20 internal_value=0 0.00697849 0.00919669 0.343476 0.00537718 0.00815701 0.308084 0.00348487 0.00619765 -0.372538 -0.0423996 -0.188044 internal_weight=0 9226 9206 104 9102 9077 129 8948 8884 64 72 50 internal_count=9246 9226 9206 104 9102 9077 129 8948 8884 64 72 50 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=8 num_cat=0 split_feature=5 4 1 1 1 10 9 split_gain=225902 204796 122428 319046 118180 178818 119154 threshold=1435.0600000000002 1374.9750000000004 1422.3575000000001 1058.7500000000002 715.87500000000011 1064.4750000000001 690.66750000000013 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=0.010376310035618603 1.0708442482948304 -1.0039139404296875 -0.77243861055374141 1.1871062965496726 -0.56397536860571973 0.95463682556152352 -0.55076324814244326 leaf_weight=9069 20 20 20 23 36 20 38 leaf_count=9069 20 20 20 23 36 20 38 internal_value=0 0.00690871 0.00910472 0.0108063 0.00785369 0.0101092 0.00803489 internal_weight=0 9226 9206 9186 9163 9127 9107 internal_count=9246 9226 9206 9186 9163 9127 9107 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=15 num_cat=1 split_feature=1 5 1 2 2 0 25 0 0 5 2 1 2 26 split_gain=434046 330639 194767 189865 160022 494939 158845 188074 143365 127064 79645.5 40127.5 51592.8 10741.3 threshold=497.97750000000002 1144.97 438.04750000000007 1202.4650000000004 437.62500000000006 209.55000000000004 0 1052.6300000000003 66.112500000000011 403.91250000000008 569.59500000000014 563.68750000000011 28.484500000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 8 -8 -1 11 -6 -2 13 -13 right_child=9 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.25191802550942066 -0.85930263662338269 1.1014899092250401 0.7845179234781573 -0.98273535108566279 0.42560419602827593 1.7967302894592285 0.00053774800911901674 -0.90496960515561309 0.36118045125688825 -1.3237759618759157 -0.20735779523849487 -0.67206814765930178 0.020944000053405763 -0.40532938109503852 leaf_weight=415 20 27 31 20 33 20 8436 23 42 20 50 26 25 36 leaf_count=415 20 27 31 20 33 20 8436 23 42 20 50 26 25 36 internal_value=0 -0.00347774 -0.00676706 -0.00948084 -0.00732261 0.384579 -0.01185 -0.00192205 -0.191384 -0.592154 0.0443018 -0.455403 -0.362552 -0.517188 internal_weight=0 9097 9070 9039 9019 103 8916 8459 457 127 83 107 87 62 internal_count=9224 9097 9070 9039 9019 103 8916 8459 457 127 83 107 87 62 cat_boundaries=0 3 cat_threshold=17301632 150994944 512 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=9 num_cat=0 split_feature=2 5 4 18 10 8 8 7 split_gain=262374 504768 187843 132909 279903 95243.5 204121 17184 threshold=1279.9550000000002 1318.45 1374.9750000000004 765.88 947.25000000000011 715.87500000000011 515.18500000000006 154.27494000000004 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=-0.0091013326787896323 -0.92990224776729469 1.5785611336231233 -0.97990480518341061 0.78492212159293029 -1.16471372513544 -0.2930198546409607 0.89574153556823732 -0.68628284740447998 leaf_weight=9041 31 20 20 21 21 25 25 20 leaf_count=9041 31 20 20 21 21 25 25 20 internal_value=0 -0.00836998 -0.01183 -0.00971467 -0.011542 -0.00888407 -0.00660618 -0.467803 internal_weight=0 9193 9173 9153 9132 9111 9066 45 internal_count=9224 9193 9173 9153 9132 9111 9066 45 is_linear=0 shrinkage=0.01 Tree=817 num_leaves=15 num_cat=2 split_feature=2 5 4 25 24 0 26 5 10 10 4 0 2 26 split_gain=257153 494723 184105 179538 166381 183876 182405 98311.6 93966.7 223893 132697 128992 119287 7942.67 threshold=1279.9550000000002 1318.45 1374.9750000000004 0 1 66.112500000000011 2022.5000000000002 47.808000000000007 219.79500000000002 190.53000000000003 174.37500000000003 102.07500000000002 492.37500000000006 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 13 7 -7 -6 9 12 11 -10 -5 -1 right_child=-2 -3 -4 8 5 6 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=0.056720309180598109 -0.92060324784248115 1.5627755704671145 -0.97010576677322391 -4.7419864648429449e-05 -0.41019690617474153 1.0244626445770264 -0.30993787765502928 0.25235745211442312 -0.23916846363814837 1.0624998817443847 0.40901725978851317 -1.1035917250315348 0.43671760642339313 0.21615111503336168 leaf_weight=62 31 20 20 8402 335 20 21 24 97 20 25 21 63 63 leaf_count=62 31 20 20 8402 335 20 21 24 97 20 25 21 63 63 internal_value=0 -0.00828628 -0.0117117 -0.00961752 -0.187373 -0.28629 0.340989 -0.365904 0.00141415 0.00570003 -0.252793 -0.393007 0.00320316 0.12692 internal_weight=0 9193 9173 9153 525 400 41 359 8628 8485 143 118 8465 125 internal_count=9224 9193 9173 9153 525 400 41 359 8628 8485 143 118 8465 125 cat_boundaries=0 3 4 cat_threshold=17301632 17039361 512 2072 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=15 num_cat=1 split_feature=1 5 1 2 2 0 25 0 0 5 2 1 2 26 split_gain=423476 314034 191574 180835 155096 485367 153274 184749 139160 125150 78496.1 39228 51211 10638.9 threshold=497.97750000000002 1144.97 438.04750000000007 1202.4650000000004 437.62500000000006 209.55000000000004 0 1052.6300000000003 66.112500000000011 403.91250000000008 569.59500000000014 563.68750000000011 28.484500000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 8 -8 -1 11 -6 -2 13 -13 right_child=9 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 leaf_value=-0.24746270647250027 -0.84832693552970884 1.0736310567679228 0.77833429767239481 -0.95895917797088626 0.42036894017999821 1.7772280311584474 0.0007090911572463916 -0.89675872222236963 0.35657816341945103 -1.3107868633270263 -0.2080091824531555 -0.66537817588219272 0.024898673152923583 -0.39991430282592777 leaf_weight=415 20 27 31 20 33 20 8436 23 42 20 50 26 25 36 leaf_count=415 20 27 31 20 33 20 8436 23 42 20 50 26 25 36 internal_value=0 -0.00323302 -0.00643868 -0.00913013 -0.00702384 0.378799 -0.011481 -0.00172908 -0.187839 -0.584697 0.0418279 -0.44898 -0.357176 -0.511238 internal_weight=0 9097 9070 9039 9019 103 8916 8459 457 127 83 107 87 62 internal_count=9224 9097 9070 9039 9019 103 8916 8459 457 127 83 107 87 62 cat_boundaries=0 3 cat_threshold=17301632 150994944 512 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=15 num_cat=0 split_feature=1 5 1 2 2 0 2 5 18 2 1 2 2 1 split_gain=415049 307785 187762 177237 152010 475708 128572 122659 111458 76934 38447.4 50191.9 10541 7651.9 threshold=497.97750000000002 1144.97 438.04750000000007 1202.4650000000004 437.62500000000006 209.55000000000004 330.61600000000004 403.91250000000008 564.34500000000014 569.59500000000014 563.68750000000011 28.484500000000004 365.16250000000008 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 8 10 -1 -6 -2 13 -8 -12 right_child=7 -3 -4 -5 5 -7 12 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.010171068980095158 -0.83984367012977601 1.0628947983847723 0.77055095734134793 -0.94936959123611442 0.41616526517001062 1.7594557533264159 -0.347359423917532 -1.2976789913177489 0.70249191826040092 -0.20592908849716185 -0.65078842038693641 0.024649693906307221 -0.62756021631175074 -0.4208114516429412 leaf_weight=8840 20 27 31 20 33 20 25 20 22 50 23 25 29 39 leaf_count=8840 20 27 31 20 33 20 25 20 22 50 23 25 29 39 internal_value=0 -0.00320069 -0.0063743 -0.00903882 -0.0069536 0.375011 -0.0113662 -0.57885 -0.00840188 0.0414096 -0.44449 -0.353604 -0.497838 -0.506125 internal_weight=0 9097 9070 9039 9019 103 8916 127 8862 83 107 87 54 62 internal_count=9224 9097 9070 9039 9019 103 8916 127 8862 83 107 87 54 62 is_linear=0 shrinkage=0.01 Tree=820 num_leaves=14 num_cat=1 split_feature=7 4 10 8 4 2 2 25 26 2 8 0 7 split_gain=240842 1.22786e+06 344072 340054 332035 282008 156396 154151 151272 139693 122168 84763.5 66301.1 threshold=319.12500000000006 540.74500000000012 874.60000000000014 21.101500000000005 967.31750000000011 1164.4950000000001 844.84875000000011 0 2022.5000000000002 50.217500000000008 78.506250000000023 44.590000000000011 629.70000000000016 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=2 3 4 11 5 6 7 8 -1 -5 -9 12 -2 right_child=1 -3 -4 9 -6 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=0.043637342052750806 0.13506564390659331 2.5225955034338909 -1.3168116703033448 1.1419665941698798 -0.99010713689467478 -1.002058082648686 0.84519228848544037 0.0022357830442723587 0.67223387911699817 0.055612612485885622 -0.20577357584074751 -0.91087262225151067 -0.48045332370485577 leaf_weight=86 35 23 20 29 34 28 22 8546 69 20 292 20 35 leaf_count=86 35 23 20 29 34 28 22 8546 69 20 292 20 35 internal_value=0 0.382364 -0.00662913 0.0282249 -0.00374231 -3.37641e-05 0.00307846 0.00101836 0.30386 0.698557 -0.00463143 -0.336734 -0.172694 internal_weight=0 162 9097 139 9077 9043 9015 8993 155 49 8838 90 70 internal_count=9259 162 9097 139 9077 9043 9015 8993 155 49 8838 90 70 cat_boundaries=0 2 cat_threshold=8192 2147483649 is_linear=0 shrinkage=0.01 Tree=821 num_leaves=10 num_cat=0 split_feature=5 4 1 1 1 1 3 0 1 split_gain=269705 376297 135201 284246 211870 120794 198313 88938.9 98636.9 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1044.0050000000003 497.97750000000002 433.55000000000007 515.86500000000012 153.20400000000004 644.32500000000016 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=0.0070207542538981435 1.1060769414901734 -1.3726453094482423 -0.71958143087533799 1.1934068379402161 -0.74789103948152991 0.67228110666628238 -0.47272413349699699 -1.0411797359715338 0.10034241528346621 leaf_weight=8979 22 20 26 20 26 27 87 23 29 leaf_count=8979 22 20 26 20 26 27 87 23 29 internal_value=0 -0.00245884 0.000514331 0.00255138 -4.56251e-05 0.00440602 0.00241698 -0.519005 -0.300641 internal_weight=0 9237 9217 9191 9171 9093 9066 78 55 internal_count=9259 9237 9217 9191 9171 9093 9066 78 55 is_linear=0 shrinkage=0.01 Tree=822 num_leaves=11 num_cat=0 split_feature=3 4 2 2 10 10 11 6 10 3 split_gain=234231 303281 195422 266791 122187 313061 120976 120619 100006 86797.4 threshold=1205.5225000000003 1164.6975000000002 1211.5375000000001 890.22500000000014 219.79500000000002 190.53000000000003 345.49500000000006 422.52500000000009 874.60000000000014 1530.8125000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 -6 -2 right_child=9 -3 -4 -5 6 -7 -8 -9 -10 -11 leaf_value=0.0056730355574839842 -1.1995188556398664 1.0427293273380824 -0.90078138033548993 1.0557194898525875 -0.28258558323082417 1.2544970235824584 0.31390426456928255 -0.36226751593748729 -1.0253283916820179 -0.29032025927589056 leaf_weight=8878 21 28 24 24 103 20 28 90 22 21 leaf_count=8878 21 28 24 24 103 20 28 90 22 21 internal_value=0 0.0035686 0.000402151 0.00276204 -2.53217e-06 0.00476759 -0.280224 0.0019805 -0.413308 -0.74492 internal_weight=0 9217 9189 9165 9141 8988 153 8968 125 42 internal_count=9259 9217 9189 9165 9141 8988 153 8968 125 42 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=18 num_cat=1 split_feature=7 13 1 10 2 8 2 25 26 20 0 2 8 9 7 7 8 split_gain=236718 536969 419942 333286 288736 179305 230939 150763 151202 146848 127651 109565 157260 24570.8 23163.8 15145.2 9227.2 threshold=319.12500000000006 1.7878000000000001 190.42000000000004 874.60000000000014 1164.4950000000001 310.65000000000003 844.84875000000011 0 2022.5000000000002 173.80000000000004 65.050000000000011 45.778960000000005 21.101500000000005 130.08800000000005 729.18750000000011 458.03625000000005 503.46500000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=3 2 11 4 5 6 7 8 -1 -9 13 12 14 16 15 -2 -7 right_child=1 -3 -4 -5 -6 10 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.043396741891669671 -0.27194258881111938 1.6958117110912616 1.2982332977294921 -1.2960595397949219 -0.99995818532746417 -0.46573313661984039 1.0777614256143571 -0.00086214885965812948 0.67440618104794459 -0.60815314555168154 -1.1031140300205775 -0.76828685478730641 0.73190094077068824 0.072276120662689208 -0.50255258497737698 0.095787148475646969 -0.23023444966572088 leaf_weight=86 24 26 25 20 29 28 20 8724 68 40 21 22 23 20 21 21 41 leaf_count=86 24 26 25 20 29 28 20 8724 68 40 21 22 23 20 21 21 41 internal_value=0 0.379072 0.127342 -0.00657585 -0.00373464 -0.000541618 0.0043969 0.00198971 0.302389 -0.00362976 -0.401818 -0.136372 0.0198317 -0.236344 -0.228314 -0.100335 -0.325799 internal_weight=0 162 136 9097 9077 9048 8938 8918 154 8764 110 111 89 89 66 45 69 internal_count=9259 162 136 9097 9077 9048 8938 8918 154 8764 110 111 89 89 66 45 69 cat_boundaries=0 2 cat_threshold=8192 2147483649 is_linear=0 shrinkage=0.01 Tree=824 num_leaves=10 num_cat=0 split_feature=5 4 1 1 1 1 3 0 1 split_gain=263481 371839 132164 278336 207925 117929 193009 86999 96107.4 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1044.0050000000003 497.97750000000002 433.55000000000007 515.86500000000012 153.20400000000004 644.32500000000016 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=0.0069526794729960744 1.0932365460829301 -1.36447998046875 -0.71143860120039715 1.1809474058151246 -0.73964656352996827 0.66428370157877614 -0.46633283223228894 -1.0305862942985866 0.097639923095703129 leaf_weight=8979 22 20 26 20 26 27 87 23 29 leaf_count=8979 22 20 26 20 26 27 87 23 29 internal_value=0 -0.00243347 0.000522037 0.00253607 -3.3794e-05 0.0043762 0.00241089 -0.514138 -0.298168 internal_weight=0 9237 9217 9191 9171 9093 9066 78 55 internal_count=9259 9237 9217 9191 9171 9093 9066 78 55 is_linear=0 shrinkage=0.01 Tree=825 num_leaves=9 num_cat=0 split_feature=4 5 1 1 2 1 10 1 split_gain=379093 183219 145293 264788 150062 122772 191898 22726.6 threshold=1422.3575000000001 1374.9750000000004 1422.3575000000001 1094.8600000000004 1120.4650000000004 660.10000000000002 1064.4750000000001 866.75000000000011 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=9.2131163754602193e-05 1.3788243980407715 -0.95551636588573463 -0.84875247478485105 1.153877694889903 0.76063236750089203 -0.78739721012115482 0.95712470644996273 -0.31638255210149857 leaf_weight=9085 20 20 20 20 26 20 21 21 leaf_count=9085 20 20 20 20 26 20 21 21 internal_value=0 0.000575465 0.00265099 0.00450328 0.00199728 -0.000159107 0.00229921 -0.546146 internal_weight=0 9233 9213 9193 9173 9147 9106 41 internal_count=9253 9233 9213 9193 9173 9147 9106 41 is_linear=0 shrinkage=0.01 Tree=826 num_leaves=9 num_cat=0 split_feature=4 5 1 1 2 1 10 1 split_gain=371549 179573 142402 259519 147076 120329 188079 22274.3 threshold=1422.3575000000001 1374.9750000000004 1422.3575000000001 1094.8600000000004 1120.4650000000004 660.10000000000002 1064.4750000000001 866.75000000000011 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=9.1210134707507358e-05 1.3650362510681151 -0.94596124184131625 -0.84026494026184084 1.1423388839364053 0.75302605849045978 -0.77952323341369634 0.94755343119303392 -0.31321873982747395 leaf_weight=9085 20 20 20 20 26 20 21 21 leaf_count=9085 20 20 20 20 26 20 21 21 internal_value=0 0.000569711 0.00262448 0.00445825 0.00197731 -0.000157515 0.00227622 -0.540684 internal_weight=0 9233 9213 9193 9173 9147 9106 41 internal_count=9253 9233 9213 9193 9173 9147 9106 41 is_linear=0 shrinkage=0.01 Tree=827 num_leaves=15 num_cat=0 split_feature=5 2 16 9 11 6 1 1 7 1 1 1 7 11 split_gain=206672 90601.2 76429.8 476020 113074 161479 91214 248287 167980 182387 142243 84375.3 71501.8 55173.4 threshold=1412.3803750000002 1422.3575000000001 451.12500000000006 43.440000000000005 118.20500000000003 288.59250000000003 119.77250000000002 67.485000000000014 366.17750000000007 844.84875000000011 100.46247000000001 174.37500000000003 285.37500000000006 473.87250000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 11 7 12 9 -8 -9 13 -1 -6 right_child=-2 -3 3 -5 5 -7 8 10 -10 -11 -12 -13 -14 -15 leaf_value=0.0073464132844231504 0.99440198535010926 0.65731869970049173 -0.32090924271055171 1.5641111010596864 -0.13736341383604878 0.46487908659310179 -0.29778090991179151 0.8734660458564758 0.65876999378204348 0.36612302501996363 0.01766759910891133 -0.93440612066359752 -0.2657209816175638 -0.53097317963838575 leaf_weight=8386 21 21 37 21 113 29 300 52 24 48 31 21 97 52 leaf_count=8386 21 21 37 21 113 29 300 52 24 48 31 21 97 52 internal_value=0 0.00122972 -0.000266083 0.361598 -0.00255911 -0.22918 0.00289216 0.00954938 -0.150403 -0.206208 0.55383 -0.337394 0.00422399 -0.26141 internal_weight=0 9232 9211 58 9153 215 8938 8566 372 348 83 186 8483 165 internal_count=9253 9232 9211 58 9153 215 8938 8566 372 348 83 186 8483 165 is_linear=0 shrinkage=0.01 Tree=828 num_leaves=10 num_cat=0 split_feature=4 5 1 1 1 0 10 1 10 split_gain=362733 179284 140955 253093 110322 183639 182564 150946 125826 threshold=1422.3575000000001 1374.9750000000004 1422.3575000000001 1094.8600000000004 497.97750000000002 44.590000000000011 1064.4750000000001 629.70000000000016 219.79500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 7 8 -6 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.0076672117746172967 1.3487164268493652 -0.94523368452489376 -0.83601040744781496 1.128117295384407 -0.70655742493542761 -1.1224347852623981 0.93650944664364777 0.35649210200590248 -0.29661298382973328 leaf_weight=8935 20 20 20 20 22 23 21 34 138 leaf_count=8935 20 20 20 20 22 23 21 34 138 internal_value=0 0.000534883 0.002588 0.00441243 0.0019624 -0.370121 0.0051947 -0.0611345 0.00303912 internal_weight=0 9233 9213 9193 9173 79 9094 56 9073 internal_count=9253 9233 9213 9193 9173 79 9094 56 9073 is_linear=0 shrinkage=0.01 Tree=829 num_leaves=10 num_cat=0 split_feature=4 1 1 2 1 18 15 2 1 split_gain=355515 137474 247129 185219 168266 166128 216915 143029 43185.7 threshold=1422.3575000000001 1422.3575000000001 1094.8600000000004 1120.4650000000004 660.10000000000002 362.77500000000003 91.800000000000026 569.59500000000014 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=0.00026731679583287576 1.3352293090820313 -0.82765030574798593 1.0858973119372413 0.81193553958620346 -0.95479448772612074 0.037321327646573386 1.3818005322217943 -0.50224085544285024 -0.31347362609136675 leaf_weight=9015 20 20 21 28 21 30 20 57 21 leaf_count=9015 20 20 21 28 21 30 20 57 21 internal_value=0 0.000529534 0.00232738 -0.000148135 -0.0026294 0.000278205 0.575113 -0.00288998 -0.634134 internal_weight=0 9233 9213 9192 9164 9122 50 9072 42 internal_count=9253 9233 9213 9192 9164 9122 50 9072 42 is_linear=0 shrinkage=0.01 Tree=830 num_leaves=12 num_cat=0 split_feature=0 5 1 4 1 0 0 0 1 1 0 split_gain=585079 304374 208340 215091 148172 261640 174941 143670 111521 26564.2 15244.9 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 362.77500000000003 143.49000000000004 1005.9575000000001 449.26500000000004 563.68750000000011 1005.9575000000001 14.700000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -4 -11 right_child=-2 -3 9 -5 5 -7 -8 -9 -10 10 -12 leaf_value=-0.0028976332799106387 -1.3994604530334473 1.201866489137922 -0.79199644272144032 -1.035066650390625 -0.1170686750326838 1.3502166591991078 -0.93531046485900871 0.41261279531887601 0.75284418821334842 -0.54864282254819519 -0.18438070774078369 leaf_weight=8905 30 21 26 20 56 22 20 84 20 27 20 leaf_count=8905 30 21 26 20 56 22 20 84 20 27 20 internal_value=0 -0.00067231 -0.00341724 0.000838645 0.00311361 0.389855 -0.00109337 0.00098521 0.111856 -0.535519 -0.393638 internal_weight=0 9221 9200 9127 9107 98 9009 8989 76 73 47 internal_count=9251 9221 9200 9127 9107 98 9009 8989 76 73 47 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=13 num_cat=2 split_feature=0 5 1 4 3 3 25 24 0 3 26 1 split_gain=573436 298317 204194 210811 150334 259647 109120 644754 116135 102152 40053.6 15191.2 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 593.34250000000009 817.62000000000012 0 1 293.81250000000006 293.06250000000006 2022.5000000000002 1058.7500000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 11 -7 -4 right_child=-2 -3 9 -5 5 10 8 -9 -10 -11 -12 -13 leaf_value=0.75213329935477957 -1.3854657961527508 1.189847841716948 -0.50133796128359709 -1.024715976715088 1.3963709949311756 0.37636864253452851 -0.011642580233213604 -0.23924084485655553 0.24500562049945196 -1.139117579460144 -0.21603812904357911 -0.15774718792207781 leaf_weight=108 30 21 22 20 21 21 8610 142 180 20 25 31 leaf_count=108 30 21 22 20 21 21 8610 142 180 20 25 31 internal_value=0 -0.000665586 -0.00338306 0.000830259 0.00308247 0.475024 -0.000415319 0.201489 -0.00637973 -0.530164 0.0544084 -0.30037 internal_weight=0 9221 9200 9127 9107 67 9040 250 8790 73 46 53 internal_count=9251 9221 9200 9127 9107 67 9040 250 8790 73 46 53 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1809 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=15 num_cat=2 split_feature=1 5 4 25 24 26 1 18 13 26 1 2 26 26 split_gain=564365 368426 206044 154280 744297 643208 138253 117294 110404 94958.6 157016 40120.2 28058.5 13032.5 threshold=665.43750000000011 1341.6425000000002 1374.9750000000004 0 1 2022.5000000000002 488.75250000000005 456.25000000000006 464.11500000000007 2022.5000000000002 1209.1250000000002 50.217500000000008 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 -5 10 -2 -11 -6 -8 right_child=9 -3 -4 6 12 -7 13 -9 -10 11 -12 -13 -14 -15 leaf_value=0.21759704103235339 0.15978122347877141 1.2666515755135082 -1.0144688377380371 -0.0078058811573808815 -0.10787397595582071 1.7561377768613855 0.76157002735137935 0.54621216077553603 -0.46559825645302833 -0.83352001722042379 -1.0782714204788209 -1.4137551409547979 -0.38347999304952757 0.4005645557641983 leaf_weight=61 21 23 20 8730 77 49 20 38 53 26 20 22 71 20 leaf_count=61 21 23 20 8730 77 49 20 38 53 26 20 22 71 20 internal_value=0 0.0025989 -0.000582326 0.00164135 0.238025 0.827701 -0.0055037 -0.00816982 -0.0105684 -0.797575 -0.444147 -1.09946 -0.224895 0.581067 internal_weight=0 9162 9139 9119 258 110 8861 8821 8783 89 41 48 148 40 internal_count=9251 9162 9139 9119 258 110 8861 8821 8783 89 41 48 148 40 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1809 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=13 num_cat=2 split_feature=0 5 1 4 3 3 25 24 0 3 3 1 split_gain=559632 287406 194261 202511 146591 253964 104594 619572 113724 99302.8 26240.4 15253.4 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 593.34250000000009 817.62000000000012 0 1 293.81250000000006 293.06250000000006 1205.5225000000003 1058.7500000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 11 -7 -4 right_child=-2 -3 9 -5 5 10 8 -9 -10 -11 -12 -13 leaf_value=0.73704080524080895 -1.3686426156361899 1.1679266103108723 -0.49190090526234026 -1.0043241348266603 1.3802750651041666 -0.15639605393776529 -0.011463387712001212 -0.23476508607793797 0.24250679023398294 -1.1174904642105101 0.32539924967288969 -0.1476072532899918 leaf_weight=108 30 21 22 20 21 26 8610 142 180 20 20 31 leaf_count=108 30 21 22 20 21 26 8610 142 180 20 20 31 internal_value=0 -0.000611868 -0.00327918 0.000830389 0.00303782 0.469067 -0.000416153 0.197256 -0.00625552 -0.517088 0.0530802 -0.290522 internal_weight=0 9221 9200 9127 9107 67 9040 250 8790 73 46 53 internal_count=9251 9221 9200 9127 9107 67 9040 250 8790 73 46 53 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1809 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=14 num_cat=1 split_feature=0 5 4 13 13 13 25 4 26 10 6 13 13 split_gain=548499 281684 163464 114718 180137 220622 123320 95711.1 85636.2 80894.4 34163.2 25139.8 9660.75 threshold=1335.1525000000004 1412.3803750000002 1374.9750000000004 218.29500000000002 112.80000000000003 153.93750000000003 0 168.37500000000003 2022.5000000000002 736.8325000000001 2.9625000000000008 411.81600000000003 175.23750000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 8 10 -1 -8 11 -5 -7 right_child=-2 -3 -4 7 5 12 9 -9 -10 -11 -12 -13 -14 leaf_value=0.052069846987724308 -1.3549562098185224 1.1562472824823289 -0.88450374421619227 -0.061196643738519581 1.4012642835378648 0.28227292060852049 -0.0090936928254417917 0.21381135710963495 0.41862406232672883 0.54953051092532967 -0.78769463062286382 -0.47737232918434958 -0.010840944701975042 leaf_weight=140 30 21 21 21 20 23 8712 27 117 26 24 47 22 leaf_count=140 30 21 21 21 20 23 8712 27 117 26 24 47 22 internal_value=0 -0.000600302 -0.00324093 -0.00122475 0.00282687 0.52737 -0.000963609 -0.309692 0.210745 -0.00742301 -0.463329 -0.348847 0.138973 internal_weight=0 9221 9200 9179 9060 65 8995 119 257 8738 92 68 45 internal_count=9251 9221 9200 9179 9060 65 8995 119 257 8738 92 68 45 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=16 num_cat=1 split_feature=4 0 25 0 1 0 1 13 13 4 0 8 0 0 13 split_gain=242406 117278 89735.1 162672 204986 282099 181178 113041 117092 111532 56368.5 90905.6 73251.4 26146.2 490.642 threshold=1530.8125000000002 1219.7885000000003 0 831.91125000000011 488.75250000000005 143.49000000000004 1044.0050000000003 411.81600000000003 112.80000000000003 460.42500000000007 453.00000000000006 538.6450000000001 190.53000000000003 593.05000000000007 744.24250000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 10 11 12 -4 -12 -9 right_child=-2 -3 9 -5 5 -7 -8 14 -10 -11 13 -13 -14 -15 -16 leaf_value=0.042474986288389395 -1.0891757621765137 0.56015163959600989 -0.012411870568448932 -0.72284037484063046 0.63382775610143494 1.4645571211973825 -0.53773457093672317 -0.42699220947597338 0.44739757201442976 -0.5937795164729609 0.61900507140159611 0.62813830462369058 -0.38950781968923714 0.10767110645771027 -0.49384742396218434 leaf_weight=3287 20 39 5494 27 33 24 22 23 73 33 20 22 52 20 21 leaf_count=3287 20 39 5494 27 33 24 22 23 73 33 20 22 52 20 21 internal_value=0 0.0129446 0.0106125 0.050228 0.056365 0.559943 0.165203 0.0446779 0.0512724 -0.0141015 -0.0107155 -0.0134027 -0.0159476 0.363338 -0.4589 internal_weight=0 9190 9151 3510 3483 79 55 3404 3360 5641 5608 5568 5546 40 44 internal_count=9210 9190 9151 3510 3483 79 55 3404 3360 5641 5608 5568 5546 40 44 cat_boundaries=0 3 cat_threshold=2543874432 1124139040 201327120 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=10 num_cat=1 split_feature=5 2 2 25 26 2 3 1 10 split_gain=168769 137128 204538 138267 632278 131907 177738 641933 91329.1 threshold=1374.9750000000004 1164.4950000000001 817.62000000000012 0 2022.5000000000002 569.59500000000014 346.12500000000006 378.05000000000007 690.66750000000013 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 -8 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=-0.30330044346795954 -0.86436894866553216 -0.58693426634135992 0.88411780039469412 0.0064719868987576134 1.0729799131363158 -0.58833181484325514 0.08872513520913046 2.0215566642284393 -0.47852130128787118 leaf_weight=71 22 38 27 8771 63 37 122 20 39 leaf_count=71 22 38 27 8771 63 37 122 20 39 internal_value=0 0.0125405 0.0150301 0.012458 0.319885 0.00751092 0.00998202 0.360955 0.00432502 internal_weight=0 9188 9150 9123 134 8989 8952 142 8810 internal_count=9210 9188 9150 9123 134 8989 8952 142 8810 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=9 num_cat=0 split_feature=5 2 0 2 2 11 1 10 split_gain=165411 134399 353752 202217 117409 100104 429274 270705 threshold=1374.9750000000004 1164.4950000000001 1219.7885000000003 817.62000000000012 569.59500000000014 273.48534000000006 47.808000000000007 715.87500000000011 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=0.010566296828428468 -0.8557253154197878 -0.5810649266995882 1.0483733038468794 0.87527665120583986 -0.561379320356581 -0.018012692517704435 1.4632262439727783 -0.85834078788757329 leaf_weight=8903 22 38 33 27 36 90 25 36 leaf_count=8903 22 38 33 27 36 90 25 36 internal_value=0 0.0124151 0.0148798 0.0111389 0.0085722 0.0108384 0.303996 0.00706695 internal_weight=0 9188 9150 9117 9090 9054 115 8939 internal_count=9210 9188 9150 9117 9090 9054 115 8939 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=23 num_cat=6 split_feature=4 25 24 1 18 2 10 2 25 1 1 2 1 10 7 25 4 2 25 24 6 10 split_gain=236031 104516 149243 300544 214380 232865 189470 187897 219140 156227 137170 81947.9 75992.7 57069.2 49887.5 43608.2 40774.6 33137.1 31676.5 57141.8 21956.3 10897.4 threshold=1530.8125000000002 0 1 1272.8850000000002 456.25000000000006 444.37800000000004 219.79500000000002 449.64000000000004 2 293.06250000000006 98.63000000000001 660.10000000000002 488.75250000000005 201.18750000000003 426.65000000000009 3 109.09500000000001 744.3325000000001 4 5 157.50375000000003 362.12500000000006 decision_type=2 9 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 9 1 2 2 left_child=1 2 7 4 5 6 -4 8 9 15 16 -7 13 14 18 -1 -10 -9 19 -3 -20 -15 right_child=-2 12 3 -5 -6 11 -8 17 10 -11 -12 -13 -14 21 -16 -17 -18 -19 20 -21 -22 -23 leaf_value=-0.14245564795034824 -1.0749310836791992 0.048964916489473202 0.1133519441664677 1.3196498315334322 0.99161664518026205 -1.0051244026681652 -0.35485422870847916 0.87978179168701176 0.026712145553694833 0.49609956468854632 0.8728744679948558 -0.24500872328474713 0.58863996914454864 0.51443826391583403 -0.50309523985499427 -0.3656297836360704 0.49787556040287018 0.32322099561276646 -0.00419564069891591 -0.14048870780647174 -0.2068855957190196 0.19228193998336793 leaf_weight=207 20 236 2179 20 26 23 90 20 225 28 23 37 21 21 21 241 20 23 5185 469 54 21 leaf_count=207 20 236 2179 20 26 23 90 20 225 28 23 37 21 21 21 241 20 23 5185 469 54 21 internal_value=0 0.0125996 0.0590565 0.098553 0.0886012 0.0785203 0.0947805 -0.0598765 -0.097784 -0.223858 0.129654 -0.536386 -0.0118479 -0.0139668 -0.0165532 -0.273853 0.0651745 0.582086 -0.0148343 -0.0772709 -0.00627286 0.35336 internal_weight=0 9190 3162 2375 2355 2329 2269 787 744 476 268 60 6028 6007 5965 448 245 43 5944 705 5239 42 internal_count=9210 9190 3162 2375 2355 2329 2269 787 744 476 268 60 6028 6007 5965 448 245 43 5944 705 5239 42 cat_boundaries=0 3 4 7 10 13 14 cat_threshold=2544394624 1090584608 201327104 656 336077056 32 134217728 335544320 32 134217728 65536 4194305 165904 2572 is_linear=0 shrinkage=0.01 Tree=839 num_leaves=11 num_cat=1 split_feature=5 2 2 25 26 1 5 2 7 17 split_gain=161058 131981 196348 134888 619100 99487.8 600313 428565 82731.1 111676 threshold=1374.9750000000004 1164.4950000000001 890.22500000000014 0 2022.5000000000002 479.25000000000006 64.050000000000011 28.484500000000004 1120.4650000000004 387.80000000000007 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 -1 8 7 -7 9 -5 right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 leaf_value=-0.30059056278685453 -0.84446574763818216 -0.57594122736077558 1.0043613939285279 0.0048389649963289059 1.0612724434383332 0.28283880800008776 -1.0919457749525707 1.9007556594501842 0.63079355943770643 -0.5120363173030672 leaf_weight=71 22 38 20 8823 63 64 24 22 21 42 leaf_count=71 22 38 20 8823 63 64 24 22 21 42 internal_value=0 0.0121753 0.0146177 0.0124496 0.316099 0.00756684 0.306469 0.696725 0.00387523 0.00239015 internal_weight=0 9188 9150 9130 134 8996 110 86 8886 8865 internal_count=9210 9188 9150 9130 134 8996 110 86 8886 8865 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=13 num_cat=2 split_feature=5 0 1 16 9 25 10 7 0 1 24 1 split_gain=435595 171239 150728 144986 550607 160728 173927 280854 135959 193166 143308 7076.31 threshold=1530.8125000000002 1219.7885000000003 967.31750000000011 378.05000000000007 2.9625000000000008 0 1.1200000000000003 66.112500000000011 108.87000000000002 629.70000000000016 1 1272.8850000000002 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 -10 -4 right_child=-2 -3 11 4 -6 8 -8 -9 10 -11 -12 -13 leaf_value=-0.27974704140966589 -1.4839046845436097 0.67242414268287454 -0.47079888904094697 -0.20417420247426399 1.8366225337982178 0.0036634940355440653 -1.0505636720657348 0.93064914095969431 0.10966728586703539 0.90208153247833256 -0.30160037805809792 -0.73069608514959161 leaf_weight=220 20 37 20 39 20 8415 25 21 118 24 277 22 leaf_count=220 20 37 20 39 20 8415 25 21 118 24 277 22 internal_value=0 -0.00651119 -0.0092414 -0.00650058 0.487621 -0.00970422 -0.247336 -0.174277 -0.00226635 0.00621854 -0.1836 -0.606936 internal_weight=0 9238 9201 9159 59 9100 266 241 8834 8439 395 42 internal_count=9258 9238 9201 9159 59 9100 266 241 8834 8439 395 42 cat_boundaries=0 1 2 cat_threshold=524416 2307 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=24 num_cat=6 split_feature=5 0 0 4 2 24 0 25 24 25 16 9 25 0 25 5 0 0 3 0 4 3 26 split_gain=426926 167832 144922 204648 193712 203439 136491 136037 326683 191513 163091 147193 129539 95167.4 150041 333480 95082.2 83017.4 60009.6 47139.5 42559.2 35057.5 54.0404 threshold=1530.8125000000002 1219.7885000000003 108.87000000000002 444.37800000000004 9.775500000000001 0 767.58750000000009 1 2 3 19.874125000000003 422.52500000000009 4 66.112500000000011 5 47.808000000000007 77.02500000000002 244.35500000000002 368.63682000000006 96.632500000000022 57.050000000000004 449.26500000000004 2022.5000000000002 decision_type=2 2 2 2 2 1 2 9 1 9 2 2 9 2 9 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 17 -7 8 10 22 12 -11 -1 14 15 -9 -15 -4 20 -18 -6 -16 -10 right_child=-2 -3 3 -5 18 6 -8 13 9 11 -12 -13 -14 16 21 -17 19 -19 -20 -21 -22 -23 -24 leaf_value=0.063905905800822532 -1.4690656070709229 0.66569990003431179 -0.075035343502843105 0.60118066926156322 -0.64057690282662705 -0.38275942353713205 0.44815010417591444 -0.36825956501690038 0.62214198932313081 0.12411068458172671 0.64972446852716903 0.99154775619506841 -0.21770777551983503 0.78083034988107358 -0.012764666030810876 0.82147758245468139 -0.25850194384654362 0.50066082525253297 -1.1077155437469484 0.35608739009270302 -0.14231807594498 -0.42199531714121497 0.63623920202255246 leaf_weight=256 20 37 43 31 60 195 22 251 57 893 29 20 436 29 6626 26 24 60 20 26 24 21 52 leaf_count=256 20 37 43 31 60 195 22 251 57 893 29 20 436 29 6626 26 24 60 20 26 24 21 52 internal_value=0 -0.00644816 -0.00915107 -0.183151 -0.240496 -0.118643 -0.285369 -9.89442e-05 0.0786946 0.193031 -0.0837985 0.141562 -0.11575 -0.0197942 -0.0237602 -0.247647 0.325295 0.237284 -0.615428 0.0610845 -0.498217 -0.0140364 0.576021 internal_weight=0 9238 9201 455 424 320 217 8746 1743 1022 721 913 692 7003 6924 277 79 103 104 50 84 6647 109 internal_count=9258 9238 9201 455 424 320 217 8746 1743 1022 721 913 692 7003 6924 277 79 103 104 50 84 6647 109 cat_boundaries=0 1 4 5 7 10 12 cat_threshold=3105 320872704 2166620291 33280 2466 8192 16777217 318767104 2359298 32768 524416 65536 is_linear=0 shrinkage=0.01 Tree=842 num_leaves=15 num_cat=2 split_feature=5 7 7 4 7 2 25 2 24 4 2 18 3 26 split_gain=418429 134569 336019 194517 185216 102010 134495 665577 250248 135118 132023 74865.9 66906.6 53144.2 threshold=1530.8125000000002 548.95500000000004 700.81750000000011 239.70000000000002 441.88278000000008 508.59600000000006 0 328.05000000000007 1 593.34250000000009 1374.9750000000004 456.25000000000006 237.82500000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 9 2 1 2 2 2 2 2 left_child=1 4 -3 -4 5 6 7 8 -1 11 12 -8 13 -7 right_child=-2 2 3 -5 -6 10 9 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.28431271728025664 -1.4543749470710754 1.4884284805116199 -0.40799677722842281 0.81039355945587166 -0.79438201948006948 -0.67742651062011716 -0.016668360464239054 1.5492455722439675 -0.056212863614084202 -0.76655239269137387 0.35917507017200639 0.58119382523355034 -0.98523007457906542 -0.057741559705426618 leaf_weight=317 20 21 38 20 30 25 8006 31 630 24 22 21 22 31 leaf_count=317 20 21 38 20 30 25 8006 31 630 24 22 21 22 31 internal_value=0 -0.00638534 0.40457 0.0121378 -0.00992999 -0.0073521 -0.00383414 0.106296 0.0601838 -0.0173228 -0.324989 -0.0151043 -0.517958 -0.334387 internal_weight=0 9238 79 58 9159 9129 9029 978 947 8051 100 8027 78 56 internal_count=9258 9238 79 58 9159 9129 9029 978 947 8051 100 8027 78 56 cat_boundaries=0 2 3 cat_threshold=8448 17039361 1093 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=13 num_cat=2 split_feature=5 0 1 16 9 25 10 7 0 1 24 1 split_gain=410104 164023 148247 140528 537602 154082 169886 272598 131387 188621 140313 6972.59 threshold=1530.8125000000002 1219.7885000000003 967.31750000000011 378.05000000000007 2.9625000000000008 0 1.1200000000000003 66.112500000000011 108.87000000000002 629.70000000000016 1 1272.8850000000002 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 -10 -4 right_child=-2 -3 11 4 -6 8 -8 -9 10 -11 -12 -13 leaf_value=-0.27370823170922021 -1.4398312263488771 0.65815853737496044 -0.46660983845591547 -0.20338344234304551 1.8131669063568114 0.003671665492241254 -1.0358455678567291 0.91876466027327952 0.10963915258646012 0.89145616610844924 -0.29718807404880326 -0.72459536899219856 leaf_weight=220 20 37 20 39 20 8415 25 21 118 24 277 22 leaf_count=220 20 37 20 39 20 8415 25 21 118 24 277 22 internal_value=0 -0.00631902 -0.00899108 -0.00627292 0.480193 -0.00942693 -0.242094 -0.1698 -0.00214464 0.00619647 -0.180403 -0.601745 internal_weight=0 9238 9201 9159 59 9100 266 241 8834 8439 395 42 internal_count=9258 9238 9201 9159 59 9100 266 241 8834 8439 395 42 cat_boundaries=0 1 2 cat_threshold=524416 2307 is_linear=0 shrinkage=0.01 Tree=844 num_leaves=13 num_cat=2 split_feature=5 0 1 16 9 25 10 7 0 1 24 1 split_gain=401941 160760 145296 137733 526904 151013 166505 267173 128838 184867 137653 6833.83 threshold=1530.8125000000002 1219.7885000000003 967.31750000000011 378.05000000000007 2.9625000000000008 0 1.1200000000000003 66.112500000000011 108.87000000000002 629.70000000000016 1 1272.8850000000002 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 left_child=1 2 3 5 -5 6 7 -1 9 -7 -10 -4 right_child=-2 -3 11 4 -6 8 -8 -9 10 -11 -12 -13 leaf_value=-0.27097115131941713 -1.4254328823089599 0.65157694223764784 -0.46194375231862067 -0.20134961619877662 1.7950352354049681 0.0036349488747169484 -1.0254871323108674 0.90957702977316712 0.1086284215003252 0.88254166424274449 -0.29431973556608276 -0.71734942956404257 leaf_weight=220 20 37 20 39 20 8415 25 21 118 24 277 22 leaf_count=220 20 37 20 39 20 8415 25 21 118 24 277 22 internal_value=0 -0.00625786 -0.00890321 -0.00621224 0.475391 -0.00933472 -0.239673 -0.168102 -0.00212531 0.00613451 -0.178646 -0.595728 internal_weight=0 9238 9201 9159 59 9100 266 241 8834 8439 395 42 internal_count=9258 9238 9201 9159 59 9100 266 241 8834 8439 395 42 cat_boundaries=0 1 2 cat_threshold=524416 2307 is_linear=0 shrinkage=0.01 Tree=845 num_leaves=11 num_cat=1 split_feature=5 0 26 4 10 2 25 1 7 0 split_gain=530394 158724 248841 179980 167857 121562 119097 187873 109376 33695.6 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1295.4950000000001 1064.4750000000001 1120.4650000000004 0 84.744000000000014 390.72000000000008 1265.0725000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.10944318858476786 -1.5543150039152667 0.18261079311370851 1.0149380923540163 -0.92832689557756698 0.9136271820068359 0.64289617705383695 0.0054454150167865022 -0.86308886605340085 -0.34307262724899984 -0.39786848831176758 leaf_weight=312 22 20 39 21 20 29 8601 37 91 20 leaf_count=312 22 20 39 21 20 29 8601 37 91 20 internal_value=0 0.000243193 0.44655 -0.00362666 -0.00149039 -0.00350829 -0.0055817 -0.184068 0.00179458 -0.107629 internal_weight=0 9190 79 9111 9090 9070 9041 349 8692 40 internal_count=9212 9190 79 9111 9090 9070 9041 349 8692 40 cat_boundaries=0 3 cat_threshold=524288 262144 2048 is_linear=0 shrinkage=0.01 Tree=846 num_leaves=12 num_cat=1 split_feature=5 0 0 10 9 3 3 25 3 2 0 split_gain=519839 155566 138625 114156 107554 89186.9 109474 94091.7 91985.2 18694.9 16457.8 threshold=1374.9750000000004 744.3325000000001 1295.4950000000001 1064.4750000000001 911.47500000000014 644.32500000000016 817.62000000000012 0 508.59600000000006 217.52000000000004 960.86250000000007 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 10 4 5 7 -7 -1 -9 -8 -3 right_child=-2 2 -4 -5 -6 6 9 8 -10 -11 -12 leaf_value=0.29007795034755363 -1.5387718592990529 0.57030994892120368 -0.065585966706275936 0.73285320463634673 -0.66029849658012396 -0.95882677645910352 -0.24946100827625819 -0.0057999564451336177 0.64161964329806243 0.1337993884086609 0.9487855360243056 leaf_weight=100 22 20 32 21 25 21 35 8867 22 20 27 leaf_count=100 22 20 32 21 25 21 35 8867 22 20 27 internal_value=0 0.000240761 0.442084 -0.00359039 -0.00529175 -0.00348533 -0.344612 -0.00060118 -0.0041929 -0.110094 0.787732 internal_weight=0 9190 79 9111 9090 9065 76 8989 8889 55 47 internal_count=9212 9190 79 9111 9090 9065 76 8989 8889 55 47 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=847 num_leaves=11 num_cat=3 split_feature=5 0 26 10 9 15 25 24 25 0 split_gain=509496 152468 243495 111884 105415 87334 78445 848554 59893 32198.5 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1064.4750000000001 911.47500000000014 674.04250000000013 0 1 2 1265.0725000000002 decision_type=2 2 2 2 2 2 9 1 9 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=0.80811821749687196 -1.5233841479908337 0.17318923854827881 0.99991267864520739 0.72552473340715684 -0.65369551246166224 -0.55134172028508677 -0.13479814997357381 -0.21494653912690972 -0.0021674963402793725 -0.39424838638305665 leaf_weight=115 22 20 39 21 25 29 345 224 8352 20 leaf_count=115 22 20 39 21 25 29 345 224 8352 20 internal_value=0 0.00024151 0.437663 -0.0035513 -0.00523564 -0.00344728 -0.00168887 0.145322 -0.00757758 -0.11053 internal_weight=0 9190 79 9111 9090 9065 9036 339 8697 40 internal_count=9212 9190 79 9111 9090 9065 9036 339 8697 40 cat_boundaries=0 2 3 6 cat_threshold=16785536 134217729 561 524288 262144 2048 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=11 num_cat=1 split_feature=5 0 26 4 10 2 25 1 7 0 split_gain=499360 149430 238649 176893 159233 119013 114857 183813 106768 31557.8 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1295.4950000000001 1064.4750000000001 1120.4650000000004 0 84.744000000000014 390.72000000000008 1265.0725000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.10683687354127566 -1.5081503313237972 0.17145734214782712 0.98991350858639449 -0.92024803797403976 0.8899070682525636 0.63623395724543208 0.0054408935026380783 -0.85229456050975905 -0.33889670295702234 -0.39030582046508794 leaf_weight=312 22 20 39 21 20 29 8601 37 91 20 leaf_count=312 22 20 39 21 20 29 8601 37 91 20 internal_value=0 0.000244058 0.433287 -0.00351078 -0.00139291 -0.00335829 -0.00540985 -0.180691 0.00183378 -0.109424 internal_weight=0 9190 79 9111 9090 9070 9041 349 8692 40 internal_count=9212 9190 79 9111 9090 9070 9041 349 8692 40 cat_boundaries=0 3 cat_threshold=524288 262144 2048 is_linear=0 shrinkage=0.01 Tree=849 num_leaves=11 num_cat=0 split_feature=5 0 26 4 10 2 3 3 1 0 split_gain=489423 146456 233900 173373 156065 116645 168394 144591 123240 30929.8 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1295.4950000000001 1064.4750000000001 1120.4650000000004 644.32500000000016 508.59600000000006 40.213800000000006 1265.0725000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 right_child=-2 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=-0.0034685244840395846 -1.493068803982301 0.16974278163909912 0.98001436429146016 -0.91104555493309392 0.88100800514221189 0.62987162339276281 -0.22747647499551579 0.84774842357635494 -1.1589878211021423 -0.38640284347534176 leaf_weight=8952 22 20 39 21 20 29 49 20 20 20 leaf_count=8952 22 20 39 21 20 29 49 20 20 20 internal_value=0 0.000241618 0.428954 -0.00347568 -0.00137898 -0.00332471 -0.00535575 -0.00157103 -0.49748 -0.10833 internal_weight=0 9190 79 9111 9090 9070 9041 8972 69 40 internal_count=9212 9190 79 9111 9090 9070 9041 8972 69 40 is_linear=0 shrinkage=0.01 Tree=850 num_leaves=11 num_cat=0 split_feature=5 0 0 4 19 18 8 0 2 0 split_gain=338320 210228 176925 162156 118415 222974 101911 97409.1 74945.2 75082.6 threshold=1374.9750000000004 1219.7885000000003 483.75000000000006 130.99900000000005 478.87750000000005 593.64750000000015 1211.5375000000001 352.08500000000004 47.808000000000007 630.86250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.0053790703004487394 -1.277159149135862 0.75624069902631974 -0.891404010951519 0.32146565022675888 0.72801635005257359 -1.035762556166876 -0.71719016456604012 0.38020043568177658 -1.1611902837753296 -0.17323274908839045 leaf_weight=9003 21 36 24 23 22 21 20 66 20 37 leaf_count=9003 21 36 24 23 22 21 20 66 20 37 internal_value=0 -0.00645187 -0.00942469 -0.419552 -0.00475394 -0.00652353 -0.00414549 -0.002573 -0.629964 -0.455792 internal_weight=0 9272 9236 104 9132 9110 9089 9069 81 61 internal_count=9293 9272 9236 104 9132 9110 9089 9069 81 61 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=12 num_cat=0 split_feature=5 0 1 1 0 19 13 18 1 1 1 split_gain=331588 206045 283626 211843 102230 76136 109712 87899.8 56215.8 22231.9 489.132 threshold=1374.9750000000004 1219.7885000000003 497.97750000000002 438.04750000000007 254.41050000000004 366.90000000000003 603.77750000000015 533.92000000000019 752.83000000000015 1183.6900000000003 589.71000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 10 -10 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.0036906110215559271 -1.2643875225385031 0.74867829057905411 -0.54954291593460813 0.85035626510093953 -1.0093620015012807 0.45980776601178308 -0.54368955925891271 -0.63655860033902256 0.10838995915192824 -0.32907251812162858 -0.61629512859427404 leaf_weight=8992 21 36 21 29 29 35 38 22 26 21 23 leaf_count=8992 21 36 21 29 29 35 38 22 26 21 23 internal_value=0 -0.00638735 -0.00933044 -0.00297245 -0.492326 -0.00569574 -0.00749563 -0.00523522 -0.327556 -0.087072 -0.584436 internal_weight=0 9272 9236 9116 120 9087 9052 9014 91 47 44 internal_count=9293 9272 9236 9116 120 9087 9052 9014 91 47 44 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=12 num_cat=0 split_feature=5 0 1 1 0 19 13 18 1 1 1 split_gain=324989 201944 277982 207628 100196 74620.9 107529 86150.5 55097.1 21789.5 479.398 threshold=1374.9750000000004 1219.7885000000003 497.97750000000002 438.04750000000007 254.41050000000004 366.90000000000003 603.77750000000015 533.92000000000019 752.83000000000015 1183.6900000000003 589.71000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 10 -10 -4 right_child=-2 -3 4 -5 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.0036537053155774098 -1.2517436261404129 0.74119150797526046 -0.54404749143691289 0.8418527037521889 -0.99926837658060008 0.45520969705922265 -0.53825266979242625 -0.6301929907365279 0.10730606097441454 -0.32578180222284225 -0.61013218983359951 leaf_weight=8992 21 36 21 29 29 35 38 22 26 21 23 leaf_count=8992 21 36 21 29 29 35 38 22 26 21 23 internal_value=0 -0.00632348 -0.00923713 -0.00294273 -0.487402 -0.00563878 -0.00742068 -0.00518287 -0.32428 -0.0862013 -0.578592 internal_weight=0 9272 9236 9116 120 9087 9052 9014 91 47 44 internal_count=9293 9272 9236 9116 120 9087 9052 9014 91 47 44 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=14 num_cat=1 split_feature=14 8 1 1 2 2 11 11 25 8 1 1 11 split_gain=202412 179820 232976 125902 122577 163738 100750 127537 106265 92469 20737.1 19474.7 7953.23 threshold=1064.4750000000001 947.25000000000011 497.97750000000002 453.00000000000006 470.16250000000008 28.484500000000004 465.34500000000008 366.17750000000007 0 53.520000000000003 844.84875000000011 1236.1260000000004 765.88 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 6 5 10 7 8 -1 12 -4 -12 -8 right_child=-2 -3 4 -5 -6 -7 9 -9 -10 -11 11 -13 -14 leaf_value=0.18899270753281705 -0.92621867408355074 0.71923571628682748 -0.6678748478950598 0.76996577853248227 -1.0964483850935232 0.45458275940107262 -0.7789834901560907 0.77600003106253479 -0.010301360491583993 0.16824702835083011 -0.1224465298652649 -0.55846272275561382 -0.51303185928951611 leaf_weight=266 24 34 39 21 23 23 23 21 8736 20 20 21 22 leaf_count=266 24 34 39 21 23 23 23 21 8736 20 20 21 22 internal_value=0 -0.00667164 -0.00934418 -0.00343691 -0.436402 -0.289013 -0.00522404 -0.00239806 -0.00421392 -0.397514 -0.502797 -0.345772 -0.648963 internal_weight=0 9269 9235 9109 126 103 9088 9023 9002 65 80 41 45 internal_count=9293 9269 9235 9109 126 103 9088 9023 9002 65 80 41 45 cat_boundaries=0 2 cat_threshold=16785536 327680 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=15 num_cat=1 split_feature=5 1 1 1 2 2 2 25 1 2 2 2 4 1 split_gain=318045 129053 180439 161733 101564 391918 124356 112614 85980.8 68900.4 38616.7 10717.8 9170.47 6122.68 threshold=1374.9750000000004 497.97750000000002 1058.7500000000002 453.00000000000006 569.59500000000014 437.62500000000006 330.61600000000004 0 1422.3575000000001 293.06250000000006 890.22500000000014 488.75250000000005 66.112500000000011 603.77750000000015 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -4 13 -6 -7 -8 -3 right_child=-2 2 8 -5 10 11 12 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.19684269012754613 -1.2382131276811872 -0.30296492447023804 0.59345120519399641 0.85467161872170194 -0.61598006112234938 1.1505533294677734 -0.61308092808723458 -0.0086935931882923551 -0.25301579958448811 -1.0951093601045154 -0.15261979296400741 0.82317234897613534 -0.33663823987543579 -0.50868207051203806 leaf_weight=265 21 23 24 22 35 20 30 8692 24 21 37 20 20 39 leaf_count=265 21 23 24 22 35 20 30 8692 24 21 37 20 20 39 internal_value=0 -0.00616994 -0.317814 -0.00170376 -0.0037698 -0.000792593 -0.00517876 -0.00240258 0.170218 -0.600049 -0.377864 0.986863 -0.502504 -0.432368 internal_weight=0 9272 131 9141 9119 9047 9007 8957 48 83 72 40 50 62 internal_count=9293 9272 131 9141 9119 9047 9007 8957 48 83 72 40 50 62 cat_boundaries=0 2 cat_threshold=16785536 327680 is_linear=0 shrinkage=0.01 Tree=855 num_leaves=10 num_cat=1 split_feature=5 5 1 1 2 2 25 3 2 split_gain=326107 924919 171233 222739 173423 236677 143107 111897 97050.6 threshold=1587.2775000000001 1144.97 1341.6425000000002 1044.0050000000003 569.59500000000014 492.37500000000006 0 66.112500000000011 866.75000000000011 decision_type=2 2 2 2 2 2 9 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=0.32176145112168963 -1.2731746857166291 2.1014043344770159 -0.82612628930807119 1.0076049586317755 -0.2735239338874817 1.0912283992767333 -0.0027390005666084812 0.085857007256869608 -1.0523477275669575 leaf_weight=128 20 21 25 22 32 20 8938 29 32 leaf_count=128 20 21 25 22 32 20 8938 29 32 internal_value=0 0.00512866 0.000357163 0.0026028 0.000194033 0.00459158 0.00219441 -0.429441 -0.662936 internal_weight=0 9247 9226 9201 9179 9086 9066 93 64 internal_count=9267 9247 9226 9201 9179 9086 9066 93 64 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=856 num_leaves=12 num_cat=1 split_feature=4 2 2 10 25 26 0 3 2 0 2 split_gain=304741 177314 273416 130368 119549 535730 280564 112752 143508 110518 10601.2 threshold=1422.3575000000001 569.59500000000014 492.37500000000006 1058.7500000000002 0 2022.5000000000002 1144.97 66.112500000000011 1120.4650000000004 806.46500000000003 690.66750000000013 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 9 8 10 -6 -3 right_child=-2 7 -4 -5 6 -7 -8 -9 -10 -11 -12 leaf_value=-0.28217422450440272 1.2056191816784088 -0.49081059773763025 1.1440193067278182 0.80814422416687015 -0.0031951946477100858 1.0055410442352295 -0.98663941350476492 0.061484827714807851 -1.2876926007478133 0.70644944971257984 -0.18872422401721661 leaf_weight=70 21 21 21 20 8920 60 29 34 23 22 26 leaf_count=70 21 21 21 20 8920 60 29 34 23 22 26 internal_value=0 -0.000383358 0.00428744 0.00166334 -0.000108947 0.289859 -0.00462886 -0.410964 -0.64044 -0.00144926 -0.323699 internal_weight=0 9246 9142 9121 9101 130 8971 104 70 8942 47 internal_count=9267 9246 9142 9121 9101 130 8971 104 70 8942 47 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=857 num_leaves=10 num_cat=1 split_feature=5 5 1 1 2 2 25 3 2 split_gain=320036 903882 168015 218610 166876 227082 138033 107579 93978.7 threshold=1587.2775000000001 1144.97 1341.6425000000002 1044.0050000000003 569.59500000000014 492.37500000000006 0 66.112500000000011 866.75000000000011 decision_type=2 2 2 2 2 2 9 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=0.31599639323742496 -1.2612903409004212 2.0773590660095214 -0.81833947954177866 0.99821030866016047 -0.26701340258121492 1.0688759613037109 -0.0026991781348942923 0.083989048579643524 -1.0334118880331515 leaf_weight=128 20 21 25 22 32 20 8938 29 32 leaf_count=128 20 21 25 22 32 20 8938 29 32 internal_value=0 0.0050591 0.000342184 0.00256662 0.000180286 0.00449403 0.00214596 -0.421268 -0.650213 internal_weight=0 9247 9226 9201 9179 9086 9066 93 64 internal_count=9267 9247 9226 9201 9179 9086 9066 93 64 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=858 num_leaves=12 num_cat=1 split_feature=4 1 2 2 1 3 11 10 25 2 2 split_gain=297188 237195 160098 221682 195018 156245 130818 370962 123593 102141 6263.35 threshold=1422.3575000000001 1341.6425000000002 569.59500000000014 492.37500000000006 1005.9575000000001 66.112500000000011 366.17750000000007 166.11250000000004 0 1120.4650000000004 726.00000000000011 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 9 8 -8 -1 10 -4 right_child=-2 -3 5 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=0.29442605798621829 1.1905715615408761 -0.99324165349205329 -0.28626974423726398 1.0581871995925902 0.99060206031799314 0.190598460858868 -0.097574714660644532 1.357024906343884 -0.0060846316086634938 -1.2264344440806996 -0.51986569556322959 leaf_weight=129 21 24 24 20 20 31 50 27 8877 22 22 leaf_count=129 21 24 24 20 20 31 50 27 8877 22 22 internal_value=0 -0.000392656 0.00219121 0.0065316 0.00422103 -0.397783 0.00204911 0.41248 -0.00146002 -0.666016 -0.39799 internal_weight=0 9246 9222 9123 9103 99 9083 77 9006 68 46 internal_count=9267 9246 9222 9123 9103 99 9083 77 9006 68 46 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=859 num_leaves=10 num_cat=1 split_feature=5 5 1 1 2 2 25 3 2 split_gain=313817 883501 161359 210736 160625 218136 133164 102927 90687.8 threshold=1587.2775000000001 1144.97 1341.6425000000002 1044.0050000000003 569.59500000000014 492.37500000000006 0 66.112500000000011 866.75000000000011 decision_type=2 2 2 2 2 2 9 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=0.31036292433090834 -1.2489917430877686 2.0537951750982377 -0.80197074308395389 0.98005723573944792 -0.26082357466220857 1.0476053056716919 -0.0026619625896541006 0.080898409876330138 -1.013683849722147 leaf_weight=128 20 21 25 22 32 20 8938 29 32 leaf_count=128 20 21 25 22 32 20 8938 29 32 internal_value=0 0.00499259 0.000329152 0.00250908 0.000166114 0.0043983 0.00209694 -0.413314 -0.637254 internal_weight=0 9247 9226 9201 9179 9086 9066 93 64 internal_count=9267 9247 9226 9201 9179 9086 9066 93 64 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=860 num_leaves=18 num_cat=0 split_feature=0 0 1 17 13 13 11 2 3 7 8 3 0 1 11 17 17 split_gain=221552 247154 144781 110417 170371 569400 115198 126787 113485 75563 44323.6 34474.8 81597 33205.8 31007.8 11204.1 4920.26 threshold=1219.7885000000003 486.41000000000003 96.71250000000002 83.250000000000014 485.55000000000001 744.24250000000006 465.34500000000008 967.31750000000011 721.76691000000005 173.80000000000004 148.02912000000001 85.544000000000025 831.91125000000011 130.95600000000005 765.88 387.80000000000007 144.05250000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 -6 7 8 -1 10 15 12 13 -3 -8 16 -5 right_child=2 11 -4 9 5 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.0026754196750967715 0.17140413201373556 -0.55189035144117138 1.3347557163238526 -0.31270423360492877 1.7984681198813699 -0.3050889419547973 -0.68800428969519478 0.61177630592794974 -0.47041164543114455 -0.83931623966920943 0.24111740398406983 -0.14723178531812584 -1.0482868007513193 -0.043690136671066283 -0.21738281098859652 -0.43325730169973065 -0.12546155473424328 leaf_weight=8782 23 36 20 23 22 31 28 34 51 21 20 23 26 20 28 31 36 leaf_count=8782 23 36 20 23 22 31 28 34 51 21 20 23 26 20 28 31 36 internal_value=0 -0.00697613 0.712498 -0.00141435 0.00279218 0.568086 -0.000565494 0.00228994 -5.60917e-05 -0.289642 -0.184704 -0.489368 -0.585333 -0.37039 -0.452694 -0.279331 -0.198454 internal_weight=0 9212 43 9107 8976 53 8923 8867 8833 131 110 105 82 56 56 90 59 internal_count=9255 9212 43 9107 8976 53 8923 8867 8833 131 110 105 82 56 56 90 59 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=14 num_cat=0 split_feature=4 2 5 9 0 0 0 15 8 2 2 9 0 split_gain=315130 223887 142319 125531 207467 197072 160491 76745 72377.5 66791.9 47198.1 14610.2 13377.1 threshold=1065.8000000000002 52.547500000000007 1279.9550000000002 480.02500000000003 1219.7885000000003 486.41000000000003 135.40500000000003 765.88 166.11250000000004 967.31750000000011 47.808000000000007 747.7125000000002 630.86250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 8 9 11 -1 12 -5 -7 right_child=1 -3 -4 6 -6 10 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.00062573729251703763 1.6283737657070159 0.15001013017836071 -0.85013438844680789 -0.20105223835135502 0.75555463790893551 -0.49487175588254573 -1.1715250015258789 -0.57722937086354131 0.35339693784713744 0.41951360677417959 -0.82297384115365835 -0.56222825867789139 -0.20821498405642624 leaf_weight=8918 20 21 20 24 36 27 20 23 20 38 26 21 41 leaf_count=8918 20 21 20 24 36 27 20 23 20 38 26 21 41 internal_value=0 0.871163 -0.00748948 -0.00565645 -0.00208703 -0.00509322 -0.388172 -0.000324656 -0.14714 0.0011569 -0.460592 -0.369601 -0.322035 internal_weight=0 41 9214 9194 9109 9073 85 8979 65 8956 94 45 68 internal_count=9255 41 9214 9194 9109 9073 85 8979 65 8956 94 45 68 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=14 num_cat=0 split_feature=4 3 5 9 0 0 0 15 3 2 7 9 0 split_gain=308859 275619 139487 123033 203339 193151 157297 75217.7 74637.5 46258.9 22000 23993.9 13110.9 threshold=1065.8000000000002 134.19600000000003 1279.9550000000002 480.02500000000003 1219.7885000000003 486.41000000000003 135.40500000000003 765.88 721.76691000000005 47.808000000000007 39.961300000000001 806.46500000000003 630.86250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 10 8 -1 12 11 -5 -7 right_child=1 -3 -4 6 -6 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.0033937353157243539 1.7026029491424561 0.062307191235678537 -0.84163304853439325 -0.052320364254216357 0.74799914254082578 -0.48992304325103758 -1.1598097553253175 -0.57145706850549449 -0.36950847559505035 -0.81474411670978253 0.13029091060161591 -0.5151712885073253 -0.20613285890439664 leaf_weight=8902 20 21 20 24 36 27 20 23 54 26 20 21 41 leaf_count=8902 20 21 20 24 36 27 20 23 54 26 20 21 41 internal_value=0 0.862451 -0.00741459 -0.00559989 -0.00206616 -0.00504229 -0.38429 -0.00032141 0.00114533 -0.455986 -0.145669 -0.268317 -0.318814 internal_weight=0 41 9214 9194 9109 9073 85 8979 8956 94 65 45 68 internal_count=9255 41 9214 9194 9109 9073 85 8979 8956 94 65 45 68 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=15 num_cat=3 split_feature=4 0 0 0 11 8 14 7 14 24 25 25 1 10 split_gain=304035 199682 228206 112943 93953.8 115266 84194.7 98613.4 76581.2 50393.9 551807 237518 33529.5 25835.2 threshold=1422.3575000000001 1219.7885000000003 649.85000000000014 1660.4350000000002 465.34500000000008 259.12500000000006 75.840000000000018 171.03750000000002 593.64750000000015 0 1 2 21.101500000000005 74.355000000000004 decision_type=2 2 2 2 2 2 2 2 2 1 9 9 2 2 left_child=1 2 4 -3 6 13 9 8 -8 10 -1 -11 -4 -6 right_child=-2 3 12 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15 leaf_value=0.71775104642502574 1.2280958747863771 1.2003221203031995 -0.42916457515013845 0.16318556467692058 -0.38951887214822428 0.28840472650527954 -0.2295424520630728 -0.78031736303258825 0.39392181237538659 -0.33978546423571454 0.0081380118760797718 -0.0027209213965942321 -0.90659708738327027 -0.8272802166755383 leaf_weight=104 20 21 38 21 28 20 110 27 24 207 2852 5733 24 26 leaf_count=104 20 21 38 21 28 20 110 27 24 207 2852 5733 24 26 internal_value=0 -0.00619273 -0.00933575 0.681754 -0.0052302 -0.360104 -0.00233071 -0.22897 -0.117877 0.00177101 0.0354399 -0.0150184 -0.613977 -0.600293 internal_weight=0 9235 9193 42 9131 74 9057 161 134 8896 2956 5940 62 54 internal_count=9255 9235 9193 42 9131 74 9057 161 134 8896 2956 5940 62 54 cat_boundaries=0 1 2 3 cat_threshold=2569 532608 532608 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=17 num_cat=0 split_feature=4 3 17 0 0 16 13 11 0 0 8 2 0 18 17 17 split_gain=298454 269633 119366 135246 208703 124986 89710.7 99494.3 87536.6 40664.9 29400 23535.4 17760 16261.8 10528.3 41.1005 threshold=1065.8000000000002 134.19600000000003 68.280000000000015 1219.7885000000003 486.41000000000003 378.05000000000007 117.89750000000002 465.34500000000008 99.902500000000018 806.46500000000003 217.52000000000004 111.65000000000002 630.86250000000007 160.85000000000005 277.23534000000006 155.25375000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 10 12 13 -8 -6 14 15 -4 right_child=1 -3 8 -5 9 -7 11 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.0038573270774107326 1.6787916240692138 0.056405851046244307 -0.091817790919542314 0.58489462534586589 -0.47827043104171751 0.5796704322663514 -0.19933179708149124 -0.43073161733811199 -0.87289256193421116 -0.77050339483445696 0.16284091687202457 -0.55632546034726238 -0.1403776502609253 -0.49723859120499009 -0.33544501473826749 -0.1099507533311844 leaf_weight=8709 20 21 25 39 35 37 115 53 22 31 20 22 28 22 31 25 leaf_count=8709 20 21 25 39 35 37 115 53 22 31 20 22 28 22 31 25 internal_value=0 0.847814 -0.00727411 -0.00272297 -0.00526085 -0.000330106 -0.00274161 0.00122856 -0.291925 -0.473996 -0.188012 -0.256659 -0.328096 -0.256138 -0.190654 -0.100884 internal_weight=0 41 9214 9069 9030 8936 8899 8762 145 94 123 137 63 103 81 50 internal_count=9255 41 9214 9069 9030 8936 8899 8762 145 94 123 137 63 103 81 50 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=13 num_cat=2 split_feature=5 0 5 25 24 2 26 26 1 1 0 6 split_gain=218630 253058 109100 108002 605690 108752 107126 104009 80971 205651 181763 1330.74 threshold=1435.0600000000002 1374.9750000000004 802.66250000000002 0 1 1120.4650000000004 2022.5000000000002 2022.5000000000002 488.75250000000005 422.52500000000009 143.49000000000004 96.632500000000022 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 -6 -1 9 -5 -10 -4 right_child=-2 -3 11 5 6 -7 -8 -9 10 -11 -12 -13 leaf_value=0.53102375048857464 1.0554772071838379 1.0564240165378735 -0.53363516752719886 0.00050569036572217004 0.033812895471203155 0.64869545056269717 -0.53193010710294431 1.173115314528042 0.0067795482319845278 -0.85787492820194788 0.9351549859046937 -0.42419703269004821 leaf_weight=52 20 23 25 8757 69 26 65 49 71 28 30 20 leaf_count=52 20 23 25 8757 69 26 65 49 71 28 30 20 internal_value=0 0.00880481 0.00618349 0.00859992 0.215729 0.00289284 -0.223905 0.76663 0.00100651 -0.00223018 0.282535 -0.484996 internal_weight=0 9215 9192 9147 235 8912 134 101 8886 8785 101 45 internal_count=9235 9215 9192 9147 235 8912 134 101 8886 8785 101 45 cat_boundaries=0 2 3 cat_threshold=8192 16842753 1173 is_linear=0 shrinkage=0.01 Tree=866 num_leaves=15 num_cat=3 split_feature=12 5 0 25 24 10 25 10 10 10 5 5 1 1 split_gain=214284 378468 331730 89212.4 205618 456915 321451 183535 208990 56484 51716.5 145938 78001.5 115089 threshold=636.15000000000009 1374.9750000000004 1374.9750000000004 0 1 491.05000000000013 2 429.0200000000001 50.730000000000011 175.23750000000004 403.91250000000008 511.57000000000005 485.55000000000001 390.72000000000008 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -2 12 -12 13 -5 right_child=9 -3 -4 10 5 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.080988819437705917 -0.36252340610210709 1.3553055670147851 1.2377744154496626 -0.012830878252450677 0.57035485000294794 1.4946030894915263 0.060877195864657042 -0.97148368521170181 0.69888907988866167 -1.0693939806222916 0.93812546366736993 -0.19266731105446816 0.48754951117500184 -0.73731457536870781 leaf_weight=755 26 21 22 6597 126 24 1487 22 36 20 21 25 31 22 leaf_count=755 26 21 22 6597 126 24 1487 22 36 20 21 25 31 22 internal_value=0 0.014369 0.0112975 0.00834731 0.0598426 0.124209 0.104589 -0.0696953 -0.045495 -0.669858 -0.0105679 0.323564 -0.0128951 -0.0152389 internal_weight=0 9189 9168 9146 2450 1637 1613 813 791 46 6696 46 6650 6619 internal_count=9235 9189 9168 9146 2450 1637 1613 813 791 46 6696 46 6650 6619 cat_boundaries=0 3 4 6 cat_threshold=343961984 421595139 67108864 2210 8192 16777217 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=12 num_cat=0 split_feature=4 5 0 17 14 18 13 13 12 12 6 split_gain=219206 253356 241408 84266.4 74718.2 71431 96745.4 235584 35232.2 32522.3 28439.7 threshold=1422.3575000000001 1279.9550000000002 1374.9750000000004 13.037000000000001 218.29500000000002 439.62000000000006 218.29500000000002 112.80000000000003 153.20400000000004 52.910000000000004 169.17500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 10 -8 -5 right_child=-2 -3 -4 4 -6 -7 9 -9 -10 -11 -12 leaf_value=0.011425452806264015 1.0313787078857422 -0.99678994626998907 1.0344851253343665 -0.11568567543387709 -0.71539619803428656 0.58242116928100585 -0.17052493126161636 0.69979078825116159 0.27414750742912292 -0.55912195952834953 -0.4884579056998094 leaf_weight=8792 21 25 23 139 24 22 62 50 20 33 24 leaf_count=8792 21 25 23 139 24 22 62 50 20 33 24 internal_value=0 0.00853216 0.0112673 0.00869976 -0.190772 0.0133086 0.0119076 0.015318 -0.121969 -0.305511 -0.170572 internal_weight=0 9214 9189 9166 207 8959 8937 8842 183 95 163 internal_count=9235 9214 9189 9166 207 8959 8937 8842 183 95 163 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=14 num_cat=0 split_feature=4 5 0 7 8 10 10 3 8 2 6 6 7 split_gain=214843 248314 236604 80557.7 141869 93510.4 623499 163818 103141 106554 62371.6 17573 14458.2 threshold=1422.3575000000001 1279.9550000000002 1374.9750000000004 441.88278000000008 21.101500000000005 67.800000000000011 103.13625000000002 57.050000000000004 78.506250000000023 1120.4650000000004 218.29500000000002 92.100000000000023 648.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 12 8 -7 -8 9 -1 -10 -6 -5 right_child=-2 -3 -4 4 11 6 7 -9 10 -11 -12 -13 -14 leaf_value=0.0099165448378339179 1.0210649799165272 -0.98682205181121829 1.0241401970904807 -0.70129305843044731 0.40866398620605465 1.4400662817273822 -0.11495774669349194 0.51034253195771639 -0.24134337434911321 0.62781926427568713 0.28414776954650878 -0.010537431240081788 -0.40009826041261354 leaf_weight=8487 21 25 23 34 20 35 200 53 234 28 25 20 30 leaf_count=8487 21 25 23 34 20 35 200 53 234 28 25 20 30 internal_value=0 0.00844684 0.0111546 0.00861276 -0.268119 0.0117887 0.189093 0.016034 0.00596877 0.0119484 -0.19062 0.199063 -0.560108 internal_weight=0 9214 9189 9166 104 9062 288 253 8774 8515 259 40 64 internal_count=9235 9214 9189 9166 104 9062 288 253 8774 8515 259 40 64 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=11 num_cat=1 split_feature=5 4 21 9 7 8 10 24 5 7 split_gain=215513 148901 112120 103379 90473.8 127086 124639 581980 117667 14170.5 threshold=1435.0600000000002 1374.9750000000004 360.67000000000007 1064.4750000000001 441.88278000000008 21.101500000000005 64.050000000000011 0 39.441250000000004 648.00000000000011 decision_type=2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -6 right_child=-2 -3 -4 -5 5 -7 7 -9 -10 -11 leaf_value=0.014674403441766229 1.0475760993957519 -0.85352009963989262 -0.73765139445662498 0.6673499103387196 -0.69428013272145228 0.20203420021954707 0.74004045393651097 -0.15828954569069228 -0.16301983907513129 -0.39609727786729737 leaf_weight=8379 20 20 20 24 34 34 113 171 390 30 leaf_count=8379 20 20 20 24 34 34 113 171 390 30 internal_value=0 0.00839146 0.0102662 0.0118965 0.0101775 -0.292033 0.013449 0.219629 0.00677148 -0.554507 internal_weight=0 9215 9195 9175 9151 98 9053 284 8769 64 internal_count=9235 9215 9195 9175 9151 98 9053 284 8769 64 cat_boundaries=0 1 cat_threshold=2070 is_linear=0 shrinkage=0.01 Tree=870 num_leaves=15 num_cat=0 split_feature=2 4 2 4 3 1 2 4 0 2 1 26 4 4 split_gain=236375 373715 213551 183687 163537 137619 255216 135593 139990 97936.9 80416.6 73467.7 61909.1 24611.9 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 721.76691000000005 65.050000000000011 1013.1050000000001 344.21500000000003 1265.0725000000002 331.12500000000006 223.66250000000002 2022.5000000000002 21.101500000000005 677.46500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 6 -2 8 9 -1 13 -4 -6 -9 right_child=3 -3 11 -5 12 -7 -8 10 -10 -11 -12 -13 -14 -15 leaf_value=0.0030673640473301007 -0.48940500109536311 1.3719916605949403 0.28352256048293339 -1.3096966495968048 -0.28461794883974134 -0.84620144967679622 0.92666880893707271 0.32122376845398948 -0.83667289733886718 -0.50568945081610428 0.90501564252944222 1.1104384743083606 -0.99823721849918379 -0.041260891717213852 leaf_weight=8864 35 20 21 21 31 27 20 67 20 38 21 22 20 26 leaf_count=8864 35 20 21 21 31 27 20 67 20 38 21 22 20 26 internal_value=0 0.00652782 0.00353666 -0.475212 0.000209761 -0.261503 0.0255309 0.00339686 -0.000981903 0.000895632 0.346092 0.706596 -0.564469 0.219884 internal_weight=0 9150 9130 103 9087 82 55 9036 8922 8902 114 43 51 93 internal_count=9253 9150 9130 103 9087 82 55 9036 8922 8902 114 43 51 93 is_linear=0 shrinkage=0.01 Tree=871 num_leaves=15 num_cat=0 split_feature=2 4 2 4 3 1 2 4 0 2 1 26 4 4 split_gain=231671 366278 209302 180032 160283 134881 250137 132894 137204 95987.9 78816.3 72005.7 60677.1 24122.1 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 721.76691000000005 65.050000000000011 1013.1050000000001 344.21500000000003 1265.0725000000002 331.12500000000006 223.66250000000002 2022.5000000000002 21.101500000000005 677.46500000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 7 6 -2 8 9 -1 13 -4 -6 -9 right_child=3 -3 11 -5 12 -7 -8 10 -10 -11 -12 -13 -14 -15 leaf_value=0.0030366903441976624 -0.48451094327654154 1.3582718439102173 0.2806873176211403 -1.2965997019157345 -0.28177177136944187 -0.83773943406564211 0.91740215444564832 0.31801154716690977 -0.82830616569519044 -0.50063256169620307 0.89596546502340402 1.0993341255187989 -0.98825482517480856 -0.040848287412753467 leaf_weight=8864 35 20 21 21 31 27 20 67 20 38 21 22 20 26 leaf_count=8864 35 20 21 21 31 27 20 67 20 38 21 22 20 26 internal_value=0 0.00646254 0.00350129 -0.47046 0.000207663 -0.258888 0.0252756 0.00336289 -0.000972084 0.000886676 0.342632 0.69953 -0.558824 0.217685 internal_weight=0 9150 9130 103 9087 82 55 9036 8922 8902 114 43 51 93 internal_count=9253 9150 9130 103 9087 82 55 9036 8922 8902 114 43 51 93 is_linear=0 shrinkage=0.01 Tree=872 num_leaves=13 num_cat=2 split_feature=2 4 2 4 1 2 25 0 2 24 5 2 split_gain=227061 358989 205137 176449 132196 245159 121613 359505 141086 142319 9481.53 5235.42 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 65.050000000000011 1013.1050000000001 0 1205.5225000000003 319.13250000000005 1 39.441250000000004 488.75250000000005 decision_type=2 2 2 2 2 2 9 2 2 1 2 2 left_child=1 2 6 4 5 -2 -1 8 9 -8 -10 -4 right_child=3 -3 11 -5 -6 -7 7 -9 10 -11 -12 -13 leaf_value=0.2895300101129325 -0.47966583347320557 1.3446890630722046 0.58472938537597663 -1.2836336992468154 -0.82936204892617682 0.90822811079025279 0.041495850004691304 -1.2811682284962047 -0.41155656211303943 -0.038488146792512147 -0.687490595817566 0.80547335488455629 leaf_weight=133 35 20 22 21 27 20 4472 22 33 4407 20 21 leaf_count=133 35 20 22 21 27 20 4472 22 33 4407 20 21 internal_value=0 0.00639792 0.00346628 -0.465756 -0.256299 0.0250229 0.000205587 -0.00441038 -0.00127059 0.00180001 -0.515683 0.692535 internal_weight=0 9150 9130 103 82 55 9087 8954 8932 8879 53 43 internal_count=9253 9150 9130 103 82 55 9087 8954 8932 8879 53 43 cat_boundaries=0 1 2 cat_threshold=8320 1118 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=15 num_cat=1 split_feature=2 4 2 4 3 4 0 1 2 25 1 26 4 4 split_gain=222545 351844 201053 172938 156703 130643 131059 129566 240280 93269.7 77480.4 70563.6 59343.5 23680.9 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 721.76691000000005 344.21500000000003 1265.0725000000002 65.050000000000011 1013.1050000000001 0 223.66250000000002 2022.5000000000002 21.101500000000005 677.46500000000015 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 7 5 6 9 8 -2 -1 13 -4 -6 -7 right_child=3 -3 11 -5 12 10 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.087466702279587832 -0.47486918490273611 1.3312421157360077 0.27098199208577473 -1.2707973722049168 -0.27855532861525012 0.31523080350525345 -0.80956746101379395 -0.821068412816083 0.89914579153060914 -0.011225014794136234 0.88833397626876831 1.0813897618380461 -0.97723132869601248 -0.040331786744869674 leaf_weight=1081 35 20 21 21 31 67 20 27 20 7821 21 22 20 26 leaf_count=1081 35 20 21 21 31 67 20 27 20 7821 21 22 20 26 internal_value=0 0.00633713 0.00343482 -0.461098 0.00020675 0.00332654 -0.000971561 -0.253736 0.0247726 0.0008451 0.339709 0.685609 -0.552546 0.215826 internal_weight=0 9150 9130 103 9087 9036 8922 82 55 8902 114 43 51 93 internal_count=9253 9150 9130 103 9087 9036 8922 82 55 8902 114 43 51 93 cat_boundaries=0 3 cat_threshold=285745280 2432761859 67108864 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=16 num_cat=1 split_feature=2 4 2 4 3 3 4 25 0 0 2 4 6 2 2 split_gain=218117 344842 197051 169496 153585 128942 128043 130318 679306 73072.8 69498.4 58162.6 31089.5 5122.17 272.724 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 721.76691000000005 305.50000000000006 344.21500000000003 0 1144.97 293.81250000000006 1071.6575 21.101500000000005 52.910000000000004 488.75250000000005 726.00000000000011 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 5 6 10 7 -1 -9 12 14 -6 -8 -4 -2 right_child=3 -3 13 -5 11 -7 9 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.30064826162148878 -0.2291083167848133 1.3179298062324523 0.57212021394209434 -1.2580894100098383 -0.27576977237578365 -0.92704188891819539 0.33098399944947315 -0.0012952231218185219 -1.7221239604120668 0.8540476044741544 0.46474921369552613 -0.96745902615785595 -0.072719446884261241 0.79046375728788831 -0.28070588493347165 leaf_weight=131 21 20 22 21 31 21 65 8768 23 22 20 20 27 21 20 leaf_count=131 21 20 22 21 31 21 65 8768 23 22 20 20 27 21 20 internal_value=0 0.0062746 0.00340131 -0.456487 0.000205522 -0.251199 0.00329411 -0.000960991 -0.00579086 0.336312 -0.0185313 -0.54702 0.212506 0.678753 -0.254278 internal_weight=0 9150 9130 103 9087 82 9036 8922 8791 114 61 51 92 43 41 internal_count=9253 9150 9130 103 9087 82 9036 8922 8791 114 61 51 92 43 41 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=10 num_cat=0 split_feature=11 5 4 10 13 13 11 1 13 split_gain=130711 223022 206634 179130 84906.2 101288 348616 123625 234.314 threshold=1229.1125000000004 1435.0600000000002 1341.6425000000002 1064.4750000000001 464.11500000000007 112.80000000000003 174.37500000000003 1272.8850000000002 744.24250000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -6 right_child=-2 -3 -4 -5 8 6 -8 -9 -10 leaf_value=-0.00065137644700536681 -0.8040258041620254 1.0346393430800667 -0.96506289395419032 0.92777026948474706 -0.4015910639586272 0.057527338970275156 1.4980458097457887 0.68990733522635239 -0.44675078415870667 leaf_weight=8888 20 21 22 21 27 105 20 26 20 leaf_count=8888 20 21 22 21 27 105 20 26 20 internal_value=0 0.00528423 0.00291634 0.00525471 0.00312255 0.00532686 0.28801 0.00136282 -0.420808 internal_weight=0 9150 9129 9107 9086 9039 125 8914 47 internal_count=9170 9150 9129 9107 9086 9039 125 8914 47 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=11 num_cat=1 split_feature=25 5 1 1 13 10 10 0 13 26 split_gain=190330 167082 128826 313442 115312 112613 555693 91168.7 11929.1 2879.71 threshold=0 1435.0600000000002 1422.3575000000001 1058.7500000000002 548.95500000000004 64.050000000000011 103.13625000000002 960.86250000000007 844.84875000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 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=-0.34173887630595878 0.00011303830977732643 0.92218396854400642 -0.74028797144475189 1.2595644390583038 -0.7021254901885986 1.3130308711223113 0.0299700780153512 0.51152362714494981 -0.35673967945575713 -0.43519702911376956 leaf_weight=68 8610 20 23 20 20 39 251 35 20 64 leaf_count=68 8610 20 23 20 20 39 251 35 20 64 internal_value=0 0.00917753 0.00716286 0.00907407 0.00628746 0.00868576 0.20252 0.00218353 -0.529433 -0.359795 internal_weight=0 9038 9018 8995 8975 8935 290 8645 40 132 internal_count=9170 9038 9018 8995 8975 8935 290 8645 40 132 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=877 num_leaves=10 num_cat=1 split_feature=25 5 1 1 9 10 10 11 26 split_gain=186542 163757 126262 307205 98211.9 125477 614227 67612.5 2822.41 threshold=0 1435.0600000000002 1422.3575000000001 1058.7500000000002 947.25000000000011 67.800000000000011 103.13625000000002 538.6450000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 7 -7 -2 -1 right_child=1 -3 -4 -5 -6 6 -8 -9 -10 leaf_value=-0.33832149148425639 0.0029253122862018251 0.91296207141876229 -0.73288513339084138 1.246968763589859 -0.57478108323853594 1.4757017801789676 0.044487999589072437 -0.4726361344928543 -0.43084506928920746 leaf_weight=68 8628 20 23 20 29 34 254 30 64 leaf_count=68 8628 20 23 20 29 34 254 30 64 internal_value=0 0.00908576 0.00709123 0.00898333 0.00622459 0.00810802 0.213451 0.00127749 -0.356197 internal_weight=0 9038 9018 8995 8975 8946 288 8658 132 internal_count=9170 9038 9018 8995 8975 8946 288 8658 132 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=9 num_cat=2 split_feature=25 4 5 1 1 10 25 26 split_gain=182830 178257 182192 176373 221082 168843 77737.2 2766.24 threshold=0 1265.0725000000002 1374.9750000000004 1341.6425000000002 967.31750000000011 1058.7500000000002 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=-0.33493827164830531 0.082219923912041679 0.80566077777317591 -0.92382541349955971 -0.8137292744563176 1.0613004138469697 0.92652302551269528 -0.0048390372101476233 -0.42653660535812377 leaf_weight=68 1172 28 21 26 20 20 7751 64 leaf_count=68 1172 28 21 26 20 20 7751 64 internal_value=0 0.0089949 0.00652912 0.0087026 0.0110883 0.00873964 0.00668253 -0.352635 internal_weight=0 9038 9010 8989 8963 8943 8923 132 internal_count=9170 9038 9010 8989 8963 8943 8923 132 cat_boundaries=0 1 4 cat_threshold=8320 17301504 83951618 67108880 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=9 num_cat=1 split_feature=25 4 5 1 1 10 11 26 split_gain=179193 174710 178567 172974 232904 141566 107646 2711.19 threshold=0 1265.0725000000002 1374.9750000000004 1422.3575000000001 1044.0050000000003 1064.4750000000001 538.6450000000001 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=-0.33158888792619112 0.0091463182562297914 0.79760416678019941 -0.91458715529668899 -0.87700281359932653 1.0626765609922864 0.84870649719238289 -0.43868993674370421 -0.42227124154567719 leaf_weight=68 8872 28 21 22 21 20 54 64 leaf_count=68 8872 28 21 22 21 20 54 64 internal_value=0 0.00890581 0.00646469 0.00861644 0.0107893 0.00832003 0.00643702 -0.349108 internal_weight=0 9038 9010 8989 8967 8946 8926 132 internal_count=9170 9038 9010 8989 8967 8946 8926 132 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=880 num_leaves=12 num_cat=1 split_feature=5 4 25 1 1 2 2 10 20 9 3 split_gain=288186 275148 217796 425265 235263 189312 195468 170614 222140 133303 132188 threshold=1435.0600000000002 1422.3575000000001 0 1236.1260000000004 802.66250000000002 904.12500000000011 470.16250000000008 715.87500000000011 21.380000000000003 747.7125000000002 593.34250000000009 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 9 8 -1 10 -4 right_child=-2 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.13666147613728588 1.1588891419497405 -1.1303476097470238 -0.0033578937901047462 1.5154943743619051 -0.86753551075855895 0.96755680274963385 -0.74176651689741346 1.0482307440042495 -0.81583879928588876 -0.81856984609365468 0.75587186377981441 leaf_weight=1188 22 21 7778 22 24 20 36 20 25 20 23 leaf_count=1188 22 21 7778 22 24 20 36 20 25 20 23 internal_value=0 0.0129943 0.0156166 0.136107 0.113048 -0.00411519 -0.00659382 0.132135 0.11703 -0.00320983 -0.00111943 internal_weight=0 9177 9156 1279 1257 7877 7857 1233 1213 7821 7801 internal_count=9199 9177 9156 1279 1257 7877 7857 1233 1213 7821 7801 cat_boundaries=0 2 cat_threshold=16785792 201326592 is_linear=0 shrinkage=0.01 Tree=881 num_leaves=9 num_cat=0 split_feature=5 4 1 1 16 12 19 9 split_gain=282451 269673 133938 108501 99344.3 325678 156746 104611 threshold=1435.0600000000002 1422.3575000000001 1236.1260000000004 802.66250000000002 378.05000000000007 110.25000000000001 439.62000000000006 690.66750000000013 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 leaf_value=0.017592076489163916 1.1473001904921099 -1.1190441313244048 0.66128793835639954 -0.52004022372396375 -0.1241463631552619 1.4597093999385835 -0.73424369356461938 -0.45542439283208647 leaf_weight=8954 22 21 32 38 37 20 28 47 leaf_count=8954 22 21 32 38 37 20 28 47 internal_value=0 0.0128644 0.0154605 0.0131954 0.0154255 0.431593 0.0127983 0.0151222 internal_weight=0 9177 9156 9124 9086 57 9029 9001 internal_count=9199 9177 9156 9124 9086 57 9029 9001 is_linear=0 shrinkage=0.01 Tree=882 num_leaves=16 num_cat=2 split_feature=5 0 3 9 25 24 5 0 2 16 3 7 2 15 0 split_gain=276830 195832 299067 270073 165462 550424 336519 222724 189258 146523 133017 123293 86534.8 70078.4 26009 threshold=1435.0600000000002 960.86250000000007 20.000500000000006 1183.6900000000003 0 1 154.27494000000004 174.80000000000004 947.25000000000011 19.874125000000003 752.83000000000015 10.942500000000003 398.62500000000006 52.742500000000007 1335.1525000000004 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 5 6 7 -1 10 11 12 -7 -6 -11 -3 right_child=-2 2 -4 -5 8 9 -8 -9 -10 13 -12 -13 -14 -15 -16 leaf_value=0.48116932180738942 1.1358272838592529 0.3501912271408808 1.5786126937866212 -0.9897569191014326 -0.0010553816208291858 -0.028772818867870222 -0.5492686899503072 1.4647502980232239 0.96814417195320135 0.16589385776684204 -0.80067412194751553 -0.47681532963462497 -0.40272142763491031 0.92441625277201345 -0.14181994178078391 leaf_weight=291 22 21 20 27 7968 559 30 25 20 29 21 69 54 21 22 leaf_count=291 22 21 20 27 7968 559 30 25 20 29 21 69 54 21 22 internal_value=0 0.0127357 0.568353 0.00889504 0.0118623 0.130948 0.44989 0.558984 -0.00341973 -0.0359892 -0.00583991 -0.0780004 -0.00375919 0.484473 0.0984646 internal_weight=0 9177 63 9114 9087 1024 346 316 8063 678 8043 628 8022 50 43 internal_count=9199 9177 63 9114 9087 1024 346 316 8063 678 8043 628 8022 50 43 cat_boundaries=0 2 3 cat_threshold=16785664 134217728 77 is_linear=0 shrinkage=0.01 Tree=883 num_leaves=13 num_cat=1 split_feature=5 0 3 3 3 5 20 0 24 0 0 26 split_gain=271321 191935 293115 131351 170517 170147 98559.4 95466.2 499552 84556 25491.4 15218.8 threshold=1435.0600000000002 960.86250000000007 20.000500000000006 652.50000000000011 508.59600000000006 67.800000000000011 452.50000000000006 210.75000000000003 0 135.40500000000003 1335.1525000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 3 10 4 6 11 7 9 -9 -1 -3 -5 right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11 -12 -13 leaf_value=0.009484535708883142 1.1244689122113314 0.34668937864757726 1.5628265876770018 0.078537985881169642 0.83692497406005861 -1.1741913005283902 -0.67437180042266842 0.71147687829624517 -0.17183468701704491 -0.2720672009609364 -0.14040171016346326 -0.26755084013497388 leaf_weight=8639 22 21 20 24 25 21 21 100 149 108 22 27 leaf_count=8639 22 21 20 24 25 21 21 100 149 108 22 27 internal_value=0 0.0126084 0.562669 0.00880609 0.0121937 -0.416625 0.00990713 0.0115045 0.204581 0.00600819 0.09748 -0.104686 internal_weight=0 9177 63 9114 9042 72 9017 8996 249 8747 43 51 internal_count=9199 9177 63 9114 9042 72 9017 8996 249 8747 43 51 cat_boundaries=0 1 cat_threshold=1053 is_linear=0 shrinkage=0.01 Tree=884 num_leaves=15 num_cat=2 split_feature=5 4 25 1 24 2 2 2 2 2 3 9 3 1 split_gain=265919 266237 209902 407070 274476 370735 228319 483684 182144 189180 169351 128213 131495 95862.3 threshold=1435.0600000000002 1422.3575000000001 0 1236.1260000000004 1 330.61600000000004 352.38000000000005 589.71000000000015 904.12500000000011 470.16250000000008 32.21126000000001 747.7125000000002 593.34250000000009 311.67500000000007 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 10 13 -8 9 11 -1 12 -4 -6 right_child=-2 -3 8 -5 6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.48155171365940086 1.1132242922349409 -1.1121860976446243 -0.0035875696292108484 1.4829112833196467 -0.011620775123155713 -0.76325082121224241 1.6617591888427734 -0.17054461820160641 0.9487967216968537 -0.72998564932081433 -0.20612141619238536 -0.80304452097415924 0.75364929655323865 -0.48208139782366544 leaf_weight=342 22 21 7778 22 741 29 25 34 20 36 40 20 23 46 leaf_count=342 22 21 7778 22 741 29 25 34 20 36 40 20 23 46 internal_value=0 0.0124882 0.0150677 0.133355 0.110796 0.31903 0.0057929 0.605855 -0.0043026 -0.00673419 0.409544 -0.00340507 -0.00135498 -0.0391191 internal_weight=0 9177 9156 1279 1257 411 846 59 7877 7857 382 7821 7801 787 internal_count=9199 9177 9156 1279 1257 411 846 59 7877 7857 382 7821 7801 787 cat_boundaries=0 2 3 cat_threshold=16785792 201326592 101 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=17 num_cat=3 split_feature=1 25 2 13 3 26 3 24 1 7 7 19 25 26 1 26 split_gain=306270 211282 345015 181110 202916 410812 136129 91332.9 77761.2 80549.6 347247 134924 58053.4 55268 32100.5 5249.33 threshold=1209.1250000000002 0 690.66750000000013 548.95500000000004 593.34250000000009 2022.5000000000002 497.97750000000002 1 736.8325000000001 548.95500000000004 1060.8750000000002 387.80000000000007 2 2022.5000000000002 172.12500000000003 2022.5000000000002 decision_type=2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 left_child=1 2 6 4 8 -6 7 15 9 11 -11 -3 14 -14 -9 -1 right_child=-2 3 -4 -5 5 -7 -8 12 -10 10 -12 -13 13 -15 -16 -17 leaf_value=-0.0010419862632510028 -0.96585555293980763 -0.0046389454595426481 1.1424845671653747 0.6994154553800016 1.6641845148259944 -0.070309809145207208 -0.98097155570983885 -0.12863134121014314 -0.59970615690404727 1.3909695689678194 -0.41069787751073422 -0.82700735522806645 -0.20924346031188965 -0.51099108457565312 -0.51099205473194953 0.11387703852355481 leaf_weight=79 34 8071 20 37 22 36 21 484 22 20 23 20 125 118 23 80 leaf_count=79 34 8071 20 37 22 36 21 484 22 20 23 20 125 118 23 80 internal_value=0 -0.0150014 -0.155402 0.00135068 -0.00179211 0.587602 -0.184984 -0.166595 -0.00598348 -0.00437764 0.427287 -0.00667174 -0.211135 -0.341709 -0.143154 0.0534192 internal_weight=0 9201 950 8251 8214 58 930 909 8156 8134 43 8091 750 243 507 159 internal_count=9235 9201 950 8251 8214 58 930 909 8156 8134 43 8091 750 243 507 159 cat_boundaries=0 3 4 7 cat_threshold=524416 151060480 134218240 2304 0 150994944 134218240 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=13 num_cat=1 split_feature=0 4 1 25 2 3 3 9 9 7 3 0 split_gain=706918 300466 244526 190909 318907 170760 148217 129706 128988 128161 107435 80815.6 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 644.32500000000016 593.34250000000009 1065.8000000000002 466.8300000000001 715.87500000000011 817.62000000000012 497.97750000000002 86.390000000000029 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 7 -7 9 -9 -5 11 -1 right_child=-2 -3 -4 5 -6 6 -8 8 -10 -11 -12 -13 leaf_value=-0.13536067389414946 -1.769288330078125 0.89784752256340461 -1.0705274271965026 -0.0041408758570103841 1.0988445639610291 1.0126809064863671 -0.03407157293210427 1.1276033249124884 0.083705246695156763 -0.75167453102443538 -0.90244576120376596 -0.50400039460510015 leaf_weight=840 23 36 22 8083 20 31 24 20 29 23 20 64 leaf_count=840 23 36 22 8083 20 31 24 20 29 23 20 64 internal_value=0 -0.0139453 -0.0175226 -0.0149918 -0.148879 0.000583418 0.555916 -0.00316121 0.509786 -0.00626193 -0.177498 -0.161459 internal_weight=0 9212 9176 9154 944 8210 55 8155 49 8106 924 904 internal_count=9235 9212 9176 9154 944 8210 55 8155 49 8106 924 904 cat_boundaries=0 3 cat_threshold=524416 151060480 134218240 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=12 num_cat=1 split_feature=0 4 1 25 2 17 5 9 0 1 5 split_gain=692850 294487 239660 187110 312561 158215 180749 130631 101990 131420 112285 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 644.32500000000016 491.05000000000013 802.66250000000002 466.8300000000001 86.390000000000029 59.492500000000014 58.875000000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 8 6 7 -5 10 -10 -1 right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.17707643218544408 -1.751595457325811 0.88886902390254874 -1.0598221490599893 -0.0018800815242124016 1.0878561663627624 0.76481397628784187 -0.71903179890768865 0.53252822054469062 -0.25688574214776355 -1.2053598376682826 0.2750522708690773 leaf_weight=796 23 36 22 8102 20 27 35 46 48 21 59 leaf_count=796 23 36 22 8102 20 27 35 46 48 21 59 internal_value=0 -0.0138059 -0.0173473 -0.0148419 -0.147391 0.000577584 -0.00194333 0.00113695 -0.175723 -0.545552 -0.145877 internal_weight=0 9212 9176 9154 944 8210 8183 8148 924 69 855 internal_count=9235 9212 9176 9154 944 8210 8183 8148 924 69 855 cat_boundaries=0 3 cat_threshold=524416 151060480 134218240 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=14 num_cat=1 split_feature=5 25 14 9 10 2 11 3 7 2 3 26 11 split_gain=356361 212001 142863 197211 284657 142963 130135 117558 97591.6 82930.8 66331.1 35387.5 3180.76 threshold=1435.0600000000002 0 715.87500000000011 466.8300000000001 67.800000000000011 1052.6300000000003 460.42500000000007 593.34250000000009 319.12500000000006 241.87500000000003 98.25500000000001 2022.5000000000002 683.23000000000013 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 5 -5 6 7 -3 9 10 11 -1 -8 right_child=-2 2 -4 4 -6 -7 12 -9 -10 -11 -12 -13 -14 leaf_value=-0.20156737049190984 1.3154441161155699 -0.010019917207025534 -0.76543585853576657 0.04513090051137484 1.4677280378341675 -0.64124788681666067 -0.64656812894911997 0.44964547551636186 0.3960995709083297 0.21478196565310159 -0.89236814069747927 -0.41181780461496958 -0.47450851375406439 leaf_weight=173 20 8600 25 39 22 36 21 56 22 30 20 149 22 leaf_count=173 20 8600 25 39 22 36 21 56 22 30 20 149 22 internal_value=0 -0.0208465 -0.0105513 -0.00841781 0.558199 -0.0123747 -0.00977219 -0.00704611 -0.244856 -0.289344 -0.333565 -0.298857 -0.558538 internal_weight=0 9215 8821 8796 61 8735 8699 8656 394 372 342 322 43 internal_count=9235 9215 8821 8796 61 8735 8699 8656 394 372 342 322 43 cat_boundaries=0 3 cat_threshold=524416 16842752 512 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=14 num_cat=1 split_feature=0 4 1 25 3 3 9 9 7 3 5 5 3 split_gain=679025 287638 234474 181100 165129 144676 122290 126090 125332 74859.6 84454.8 78279.6 75117.6 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 593.34250000000009 1065.8000000000002 466.8300000000001 715.87500000000011 817.62000000000012 415.60849999999999 43.440000000000005 252.82950000000002 47.808000000000007 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 6 -6 8 -8 -5 10 12 -12 -1 right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13 -14 leaf_value=-0.17616975291332396 -1.73385277789572 0.87862778076695069 -1.0481208788264882 -0.003936156022901525 0.99803414763942844 -0.036138968045512837 1.1058820153474809 0.073777067085792278 -0.74317435264587406 -0.6218492367863655 0.61538424525942126 -0.077643035910068423 0.30361816490397731 leaf_weight=811 23 36 22 8083 31 24 20 29 23 32 28 39 34 leaf_count=811 23 36 22 8083 31 24 20 29 23 32 28 39 34 internal_value=0 -0.0134884 -0.0169884 -0.0145103 0.00065936 0.546759 -0.0030229 0.495044 -0.00603367 -0.144913 -0.129768 0.21198 -0.156865 internal_weight=0 9212 9176 9154 8210 55 8155 49 8106 944 912 67 845 internal_count=9235 9212 9176 9154 8210 55 8155 49 8106 944 912 67 845 cat_boundaries=0 3 cat_threshold=524416 151060480 134218240 is_linear=0 shrinkage=0.01 Tree=890 num_leaves=8 num_cat=1 split_feature=10 5 0 2 2 2 25 split_gain=375253 448867 292392 135415 111058 129575 94398.5 threshold=1144.97 1435.0600000000002 1219.7885000000003 1164.4950000000001 817.62000000000012 577.68750000000011 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.23123983193314476 -1.3309458796183267 1.5038164072036744 0.98967571767171225 -0.65898805218358192 0.59113860230892901 -0.63422332423739136 -0.0013607169277084373 leaf_weight=168 21 20 30 31 32 32 8821 leaf_count=168 21 20 30 31 32 32 8821 internal_value=0 0.00734656 0.00406267 0.000807668 0.00306699 0.000980939 0.00324221 internal_weight=0 9134 9114 9084 9053 9021 8989 internal_count=9155 9134 9114 9084 9053 9021 8989 cat_boundaries=0 2 cat_threshold=16785408 1 is_linear=0 shrinkage=0.01 Tree=891 num_leaves=8 num_cat=1 split_feature=10 5 0 2 2 2 25 split_gain=367787 439933 286572 132721 108847 126997 92624.4 threshold=1144.97 1435.0600000000002 1219.7885000000003 1164.4950000000001 817.62000000000012 577.68750000000011 0 decision_type=2 2 2 2 2 2 9 left_child=1 2 3 4 5 6 -1 right_child=-2 -3 -4 -5 -6 -7 -8 leaf_value=0.22905733174320017 -1.3176364117576964 1.4887781581878661 0.97977898979187017 -0.65239819865072934 0.5852272331342101 -0.62788109354674815 -0.0013471243753919596 leaf_weight=168 21 20 30 31 32 32 8821 leaf_count=168 21 20 30 31 32 32 8821 internal_value=0 0.00727561 0.00402456 0.000802123 0.00303886 0.000973679 0.00321234 internal_weight=0 9134 9114 9084 9053 9021 8989 internal_count=9155 9134 9114 9084 9053 9021 8989 cat_boundaries=0 2 cat_threshold=16785408 1 is_linear=0 shrinkage=0.01 Tree=892 num_leaves=12 num_cat=2 split_feature=5 2 25 24 26 2 2 3 1 18 26 split_gain=295133 161491 171008 552116 657298 147314 142691 150861 543953 110055 1391.68 threshold=1435.0600000000002 1164.4950000000001 0 1 2022.5000000000002 817.62000000000012 569.59500000000014 346.12500000000006 330.61600000000004 112.80000000000003 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 9 -9 -4 -5 right_child=-2 -3 5 10 -6 -7 -8 8 -10 -11 -12 leaf_value=0.056582656565465426 1.1883297711326963 -0.64907135135249094 -0.0043497938064150001 -0.20190674140150175 1.5889797304326836 0.7086792194226692 -0.65179546152844159 0.061076139477120733 1.8067433755277167 -0.35781946448797591 -0.27179665095039779 leaf_weight=57 21 38 8578 58 55 29 34 119 21 89 56 leaf_count=57 21 38 8578 58 55 29 34 119 21 89 56 internal_value=0 0.00147417 0.00419193 0.269864 0.742779 -0.00287817 -0.00521546 -0.00271929 0.322926 -0.00797952 -0.217187 internal_weight=0 9134 9096 226 112 8870 8841 8807 140 8667 114 internal_count=9155 9134 9096 226 112 8870 8841 8807 140 8667 114 cat_boundaries=0 2 3 cat_threshold=16785536 1 629 is_linear=0 shrinkage=0.01 Tree=893 num_leaves=10 num_cat=1 split_feature=10 5 2 25 26 2 3 2 2 split_gain=360368 424243 182350 178650 166525 160040 143627 338055 134260 threshold=1144.97 1435.0600000000002 1164.4950000000001 0 2022.5000000000002 817.62000000000012 344.21500000000003 153.20400000000004 464.11500000000007 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 8 -8 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 leaf_value=0.018860871732855836 -1.3043191855294365 1.4620071783065798 -0.71644484983171741 -0.0057241939765795401 0.52309374984869594 0.75377611650553134 0.0040757332785615642 1.0777294174054775 -0.53607219010591511 leaf_weight=132 21 20 35 8597 130 28 103 41 48 leaf_count=132 21 20 35 8597 130 28 103 41 48 internal_value=0 0.00716296 0.00397041 0.00674765 0.259161 -0.00104565 -0.00345155 0.309769 -0.00866887 internal_weight=0 9134 9114 9079 262 8817 8789 144 8645 internal_count=9155 9134 9114 9079 262 8817 8789 144 8645 cat_boundaries=0 2 cat_threshold=16785536 65537 is_linear=0 shrinkage=0.01 Tree=894 num_leaves=8 num_cat=0 split_feature=4 0 7 2 2 2 18 split_gain=264934 222919 121425 60746.8 117261 94844.8 72320.4 threshold=1422.3575000000001 1219.7885000000003 1204.8925000000002 1164.4950000000001 817.62000000000012 569.59500000000014 144.61500000000004 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=0.0045625976023283598 1.1260287293933686 0.80974405849681175 -0.67110463195376924 -0.46455593279429841 0.61592020938473357 -0.55234152959239102 -0.28352653985673731 leaf_weight=8895 21 34 27 28 31 31 88 leaf_count=8895 21 34 27 28 31 31 88 internal_value=0 0.0015337 -0.00148599 0.000506706 0.00194637 -0.000165145 0.0017404 internal_weight=0 9134 9100 9073 9045 9014 8983 internal_count=9155 9134 9100 9073 9045 9014 8983 is_linear=0 shrinkage=0.01 Tree=895 num_leaves=9 num_cat=0 split_feature=5 1 4 0 2 3 3 4 split_gain=277559 188654 310944 188095 89273.9 91884.8 236794 95744.8 threshold=1341.6425000000002 1236.1260000000004 1341.6425000000002 1205.5225000000003 1211.5375000000001 652.50000000000011 508.59600000000006 174.37500000000003 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=0.0095437399273789175 1.1594219504083905 0.76317890803019217 -1.2398001289367675 -0.84088289627662083 0.67826024866104118 -0.1021558755238851 1.0255074384938117 -0.91989289079393655 leaf_weight=8965 21 33 20 26 20 45 23 21 leaf_count=8965 21 33 20 26 20 45 23 21 internal_value=0 0.0084478 0.00571686 0.00845426 0.0108879 0.00941369 0.0121436 -0.362345 internal_weight=0 9153 9120 9100 9074 9054 8988 66 internal_count=9174 9153 9120 9100 9074 9054 8988 66 is_linear=0 shrinkage=0.01 Tree=896 num_leaves=10 num_cat=1 split_feature=5 1 4 1 1 1 25 26 1 split_gain=272035 184900 304757 101310 180149 145851 106596 38239.2 60753.5 threshold=1341.6425000000002 1236.1260000000004 1341.6425000000002 497.97750000000002 453.00000000000006 390.72000000000008 0 2022.5000000000002 660.10000000000002 decision_type=2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -5 -9 right_child=-2 -3 -4 7 -6 -7 -8 8 -10 leaf_value=0.088943155381678546 1.1478277147951581 0.75554710128090607 -1.2274021377563478 -0.072066236842762352 0.91539429231123493 -0.6867148399353028 -0.0036781638017913993 -0.079235043257474894 -0.78616237363507668 leaf_weight=1480 21 33 20 33 22 30 7484 20 31 leaf_count=1480 21 33 20 33 22 30 7484 20 31 internal_value=0 0.00836332 0.00565969 0.00836972 0.0115903 0.00937955 0.0117092 -0.337309 -0.508936 internal_weight=0 9153 9120 9100 9016 8994 8964 84 51 internal_count=9174 9153 9120 9100 9016 8994 8964 84 51 cat_boundaries=0 2 cat_threshold=50864512 2164588672 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=10 num_cat=1 split_feature=12 4 6 2 25 26 0 2 0 split_gain=172800 295600 106712 115417 140615 243088 116579 419410 179748 threshold=1279.9550000000002 1164.6975000000002 1144.97 1052.6300000000003 0 2022.5000000000002 458.28125000000006 133.08750000000001 352.08500000000004 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 -6 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 leaf_value=-0.016642112931286968 -0.91764048337936399 0.95762916342327087 0.63721586439344624 -0.55748604979779981 0.0057356915043077529 0.87057430591223384 -0.58443691844741508 1.0073977241516112 0.61309271734588 leaf_weight=74 20 33 27 36 8766 53 96 20 49 leaf_count=74 20 33 27 36 8766 53 96 20 49 internal_value=0 0.0128915 0.0094734 0.00760964 0.00985555 0.327802 0.00496171 -0.309983 0.00911181 internal_weight=0 9154 9121 9094 9058 127 8931 116 8815 internal_count=9174 9154 9121 9094 9058 127 8931 116 8815 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=898 num_leaves=10 num_cat=1 split_feature=12 4 6 3 3 0 25 4 3 split_gain=169362 289718 104589 109012 381475 195576 105519 54117.2 8647.56 threshold=1279.9550000000002 1164.6975000000002 1144.97 652.50000000000011 488.75250000000005 1295.4950000000001 0 174.37500000000003 1058.7500000000002 decision_type=2 2 2 2 2 2 9 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=0.28857941410567306 -0.90846410036087033 0.94805293498617238 0.63084371849342635 -0.32666167387595546 1.1179617497228806 -0.95717503865559894 0.0047827018454847502 -0.81183653547650292 -0.057279216484590015 leaf_weight=123 20 33 27 26 31 21 8850 21 22 leaf_count=123 20 33 27 26 31 21 8850 21 22 internal_value=0 0.0127626 0.00937867 0.00753354 0.0105609 0.00674395 0.00899987 -0.388434 -0.203195 internal_weight=0 9154 9121 9094 9025 8994 8973 69 48 internal_count=9174 9154 9121 9094 9025 8994 8973 69 48 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=899 num_leaves=9 num_cat=0 split_feature=5 1 4 0 2 3 3 4 split_gain=266283 181282 307986 180068 88226.5 88844.2 227054 92484.7 threshold=1341.6425000000002 1236.1260000000004 1341.6425000000002 1205.5225000000003 1211.5375000000001 652.50000000000011 508.59600000000006 174.37500000000003 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=0.0091707347847741535 1.135421461477166 0.74790655251705296 -1.2341849365234376 -0.82290137511033279 0.67394358754158024 -0.10080283493465847 1.0040198616359546 -0.90449745439347762 leaf_weight=8965 21 33 20 26 20 45 23 21 leaf_count=8965 21 33 20 26 20 45 23 21 internal_value=0 0.00806929 0.00539224 0.00811659 0.0104977 0.0090322 0.0117165 -0.356524 internal_weight=0 9153 9120 9100 9074 9054 8988 66 internal_count=9174 9153 9120 9100 9074 9054 8988 66 is_linear=0 shrinkage=0.01 Tree=900 num_leaves=14 num_cat=3 split_feature=5 4 8 10 10 25 24 26 8 3 1 7 24 split_gain=585932 165966 128911 239238 218121 138140 681836 669886 109945 98584 291321 81609.7 63076.7 threshold=1412.3803750000002 1422.3575000000001 515.18500000000006 947.25000000000011 67.800000000000011 0 1 2022.5000000000002 1058.7500000000002 436.23750000000007 174.80000000000004 548.95500000000004 2 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 1 left_child=1 2 3 5 8 6 7 -1 -4 11 -11 -7 -8 right_child=-2 -3 4 -5 -6 9 12 -9 -10 10 -12 -13 -14 leaf_value=0.16270280650167757 1.7149249060153959 -0.88654119582403268 0.44000733953533755 -1.0414753012223676 1.2811401158287412 -0.0042878751326989231 0.089639217076557018 1.657010158885609 -0.48558027698880152 -0.040158427977561958 -1.3984790167808532 0.45419735645636539 -0.21927915585041047 leaf_weight=66 20 21 33 22 21 8562 102 55 21 75 20 39 165 leaf_count=66 20 21 33 22 21 8562 102 55 21 75 20 39 165 internal_value=0 0.00144059 0.0034717 7.10164e-05 0.41636 0.00259348 0.184773 0.777664 0.0800566 -0.00574093 -0.326121 -0.00220894 -0.10229 internal_weight=0 9202 9181 9106 75 9084 388 121 54 8696 95 8601 267 internal_count=9222 9202 9181 9106 75 9084 388 121 54 8696 95 8601 267 cat_boundaries=0 2 3 4 cat_threshold=532608 16777216 531 1284 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=10 num_cat=1 split_feature=5 4 8 10 10 0 8 25 3 split_gain=574273 162663 126346 234477 213781 211225 107757 94157.1 79866.2 threshold=1412.3803750000002 1422.3575000000001 515.18500000000006 947.25000000000011 67.800000000000011 1295.4950000000001 1058.7500000000002 0 365.16250000000008 decision_type=2 2 2 2 2 2 2 9 2 left_child=1 2 3 5 6 7 -4 -1 -9 right_child=-2 -3 4 -5 -6 -7 -8 8 -10 leaf_value=0.26711582718072119 1.6977756539583206 -0.87767579214913516 0.43560724807508067 -1.0310605595328592 1.2683286948431107 -0.95453550421673317 -0.48072447282927377 0.0047604048650630067 -0.23855870526202402 leaf_weight=125 20 21 33 22 21 23 21 8799 137 leaf_count=125 20 21 33 22 21 23 21 8799 137 internal_value=0 0.00142478 0.00343557 6.88829e-05 0.412196 0.00256611 0.079256 0.00499557 0.00102887 internal_weight=0 9202 9181 9106 75 9084 54 9061 8936 internal_count=9222 9202 9181 9106 75 9084 54 9061 8936 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=15 num_cat=2 split_feature=5 4 25 24 0 26 0 3 4 18 3 0 26 12 split_gain=562843 159427 116076 451473 288289 469255 237516 79197 165408 126217 108658 87006.7 25461 2274.55 threshold=1412.3803750000002 1422.3575000000001 0 1 47.808000000000007 2022.5000000000002 1295.4950000000001 436.23750000000007 21.101500000000005 456.25000000000006 619.41500000000008 831.91125000000011 2022.5000000000002 1.1200000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 9 10 11 -9 -4 -5 -14 right_child=-2 -3 6 12 -6 -7 -8 8 -10 -11 -12 -13 13 -15 leaf_value=-0.097872151906291643 1.6807979366704822 -0.86889901660737534 0.00108388422114075 -0.057266724775861769 1.622355079650879 0.91309305342760949 -1.0421487383408981 -0.49246581453701543 -0.91796855396237875 0.68409161205644964 0.30339262746629259 -0.56747536977132162 -0.254591914199921 -0.36895652296868237 leaf_weight=96 20 21 8592 103 21 88 22 29 29 27 42 27 83 22 leaf_count=96 20 21 8592 103 21 88 22 29 29 27 42 27 83 22 internal_value=0 0.00141343 0.00340412 0.165199 0.488493 0.385633 -0.00440032 -0.00179496 -0.281601 0.00144129 -0.0216763 -0.000697192 -0.161223 -0.278554 internal_weight=0 9202 9181 413 205 184 8768 8746 100 8646 71 8619 208 105 internal_count=9222 9202 9181 413 205 184 8768 8746 100 8646 71 8619 208 105 cat_boundaries=0 2 3 cat_threshold=532608 16777216 1811 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=13 num_cat=1 split_feature=5 4 10 25 10 0 0 1 3 3 1 26 split_gain=551643 156254 124022 144942 324158 290635 228188 123123 84802 142564 120300 55481.2 threshold=1412.3803750000002 1422.3575000000001 788.58750000000009 0 72.313140000000018 453.00000000000006 831.91125000000011 123.63250000000001 293.06250000000006 259.87500000000006 284.92500000000007 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 9 -5 -10 -8 right_child=-2 -3 -4 6 -6 -7 11 -9 10 -11 -12 -13 leaf_value=0.10960877463130132 1.6639898882508277 -0.86021002269926528 -0.57442200634930585 0.0030017193028539606 1.4348994699120521 1.1493693707539485 -1.0801310185023716 -0.57033946596342944 -0.10427841307460398 0.7748122448722522 -0.83416184548978456 -0.3890554824242225 leaf_weight=326 20 21 37 8507 20 26 21 29 138 24 27 26 leaf_count=326 20 21 37 8507 20 26 21 29 138 24 27 26 internal_value=0 0.0013993 0.00337008 0.00570804 0.189232 0.128809 -0.00292241 0.0540637 0.000830075 0.00517303 -0.223714 -0.697834 internal_weight=0 9202 9181 9144 401 381 8743 355 8696 8531 165 47 internal_count=9222 9202 9181 9144 401 381 8743 355 8696 8531 165 47 cat_boundaries=0 2 cat_threshold=532608 16777216 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=18 num_cat=5 split_feature=7 4 10 0 8 4 25 24 0 24 24 25 3 7 3 0 4 split_gain=280937 1.64979e+06 248776 149916 136064 132747 162339 449768 333079 65770.1 63752.2 200794 107789 41479.4 33492.5 30080.3 1204.49 threshold=366.17750000000007 540.74500000000012 947.25000000000011 44.590000000000011 21.101500000000005 593.34250000000009 0 1 831.91125000000011 2 3 4 293.06250000000006 563.68750000000011 157.58975000000007 1205.5225000000003 1013.1050000000001 decision_type=2 2 2 2 2 2 9 1 2 1 1 9 2 2 2 2 2 left_child=2 3 5 4 13 6 7 -1 10 -9 12 -12 -8 -2 16 -10 -7 right_child=1 -3 -4 -5 -6 14 8 9 15 -11 11 -13 -14 -15 -16 -17 -18 leaf_value=0.68051022780664039 0.25444548301478132 3.1085749835968017 -1.1159384708404541 -0.58074781030416489 0.73821753554046154 -0.23920417827864487 -0.025599559653747619 0.12207206378009781 -0.59937151216325302 -0.18647004076797102 0.17871077533653032 -0.0033190929162807232 -0.44620054264222425 -0.30612405874512411 -0.76483421108939431 -1.1228438651043435 -0.34428088676929475 leaf_weight=122 22 20 20 32 32 24 3532 124 21 134 696 4283 62 33 22 23 20 leaf_count=122 22 20 20 32 32 24 3532 124 21 134 696 4283 62 33 22 23 20 internal_value=0 0.451124 -0.00187291 0.0044936 0.219755 0.000585579 0.00386351 0.203419 -0.00516673 -0.0391568 -0.000718668 0.0224335 -0.0327642 -0.0818962 -0.446256 -0.873005 -0.286966 internal_weight=0 139 9083 119 87 9063 8997 380 8617 258 8573 4979 3594 55 66 44 44 internal_count=9222 139 9083 119 87 9063 8997 380 8617 258 8573 4979 3594 55 66 44 44 cat_boundaries=0 2 3 4 5 8 cat_threshold=532608 16777216 531 3332 2435 27263232 1 512 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=19 num_cat=2 split_feature=7 4 4 1 0 0 1 9 8 4 25 24 11 1 0 8 6 7 split_gain=144436 882874 212108 129248 114740 152213 349213 76632.8 77614 75264 70796.5 629934 62394.2 57758 34907.2 33831.1 5187.05 2859.42 threshold=438.33250000000004 540.74500000000012 1120.4650000000004 184.72500000000005 1219.7885000000003 252.37200000000004 303.97500000000008 466.8300000000001 74.355000000000004 252.82950000000002 0 1 96.365500000000011 644.32500000000016 831.91125000000011 67.800000000000011 74.355000000000004 629.70000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 3 4 15 5 7 9 10 -9 14 11 -1 -12 -8 -7 16 17 -2 right_child=1 -3 -4 -5 -6 6 13 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.7052679092141575 -0.48123490355908871 2.2639290676116945 -0.8431638415157795 0.68958330345153818 0.59681724131107328 -0.088397197594513768 -1.4110385316351184 0.084784700653769751 0.87425555932521815 0.49359382402329216 0.00056582576743989684 -0.30771915770338892 -0.18558952217192753 -0.67625158119201656 -0.53350584030151371 0.12014465186906899 -0.19944771820306778 -0.31213682949542998 leaf_weight=106 20 20 30 20 32 148 23 33 20 21 8387 123 184 20 20 23 20 20 leaf_count=106 20 20 30 20 32 148 23 33 20 21 8387 123 184 20 20 23 20 20 internal_value=0 0.341278 -0.00369504 -0.0320524 -0.000932725 -0.00303817 -0.255889 0.003588 0.382698 -0.070833 0.00130472 0.171065 -0.00342651 -1.06928 -0.141386 -0.205941 -0.33094 -0.396686 internal_weight=0 123 9147 103 9117 9085 232 8853 53 189 8800 229 8571 43 168 83 60 40 internal_count=9270 123 9147 103 9117 9085 232 8853 53 189 8800 229 8571 43 168 83 60 40 cat_boundaries=0 3 4 cat_threshold=16785536 16777216 67108864 1633 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=15 num_cat=0 split_feature=14 7 5 5 0 0 1 3 3 26 7 1 1 7 split_gain=146891 275046 888085 471216 121402 143751 349237 179538 141278 360695 103319 91321.8 73622.6 43723.4 threshold=1064.4750000000001 438.33250000000004 324.54200000000009 1279.9550000000002 1219.7885000000003 252.37200000000004 303.97500000000008 66.112500000000011 593.34250000000009 2022.5000000000002 548.95500000000004 184.72500000000005 644.32500000000016 817.62000000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 8 7 -7 11 -10 -3 -1 -8 -12 right_child=-2 2 -4 -5 -6 6 12 -9 9 -11 13 -13 -14 -15 leaf_value=0.0064636275013104511 -0.81527313693003223 -0.49197870464622973 2.0022625011411206 -1.4995906139413515 0.60553019263527608 -0.20681834056878548 -1.5275252263545991 0.62595456615571055 1.4333174645900726 -0.17786665157838299 0.59533307594912399 -0.19132056294505795 -0.66948904895782479 0.024037789106369018 leaf_weight=8552 22 30 29 21 33 157 20 31 24 33 21 240 20 37 leaf_count=8552 22 30 29 21 33 157 20 31 24 33 21 240 20 37 internal_value=0 0.00281927 0.484595 -0.00335396 9.50988e-05 -0.002106 -0.250027 -0.0694994 0.00428184 0.500527 -0.0155451 0.00106461 -1.09851 0.230886 internal_weight=0 9248 117 9131 9110 9077 228 188 8849 57 88 8792 40 58 internal_count=9270 9248 117 9131 9110 9077 228 188 8849 57 88 8792 40 58 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=10 num_cat=0 split_feature=14 13 4 13 0 0 14 1 1 split_gain=143968 221770 283217 266551 253514 159370 127103 135778 96928.1 threshold=1064.4750000000001 548.95500000000004 1219.7885000000003 874.60000000000014 1219.7885000000003 603.77750000000015 460.42500000000007 497.97750000000002 177.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 -7 right_child=-2 3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.00353223521548876 -0.80712041705846793 1.4577328839509383 -1.0051231103496892 0.026851615071296693 0.82822035145115214 -0.21575201060320878 0.56458956491947176 -0.38683039848009748 -1.06635802314395 leaf_weight=8942 22 23 28 30 37 37 40 90 21 leaf_count=8942 22 23 28 30 37 37 40 90 21 internal_value=0 0.00279108 -0.000926758 0.6478 0.00214049 -0.00120726 0.00213339 -0.000357561 -0.52373 internal_weight=0 9248 9195 53 9167 9130 9072 9032 58 internal_count=9270 9248 9195 53 9167 9130 9072 9032 58 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=19 num_cat=4 split_feature=14 7 5 5 1 3 24 1 25 24 7 26 11 24 10 10 7 26 split_gain=141103 269894 870875 461378 109354 304779 213650 148032 109201 669883 101412 87959.4 87440.2 72372.3 485624 105863 42891.3 8337.53 threshold=1064.4750000000001 438.33250000000004 324.54200000000009 1279.9550000000002 184.72500000000005 492.37500000000006 0 256.61250000000007 1 2 548.95500000000004 2022.5000000000002 37.963750000000012 3 96.07050000000001 636.15000000000009 817.62000000000012 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 9 1 2 2 2 1 2 2 2 2 left_child=1 3 10 4 8 6 7 -6 9 11 -3 -1 -8 14 -10 -15 -12 -11 right_child=-2 2 -4 -5 5 -7 12 -9 13 17 16 -13 -14 15 -16 -17 -18 -19 leaf_value=0.51536082932504557 -0.79904922401363199 -0.48728125687440232 1.9828960788661036 -1.4838873228005001 -0.54910351943969726 0.90186684151490526 -0.39751711683851831 0.33654636210435401 0.029298419346203978 -0.15091309374405279 0.5898428043297359 1.0526706048798939 -1.0544874377872633 -0.014719474678581175 1.1281897808211607 -0.74340926766395565 0.024010209876137809 -0.28943947086731597 leaf_weight=59 22 30 29 21 25 24 170 77 2101 90 21 63 23 6333 41 20 37 84 leaf_count=59 22 30 29 21 25 24 170 77 2101 90 21 63 23 6333 41 20 37 84 internal_value=0 0.00276316 0.480005 -0.00335198 6.08946e-05 -0.181818 -0.269982 0.108808 0.00666074 0.192253 -0.0152655 0.732762 -0.45237 -3.23173e-05 0.0500984 -0.0169867 0.228881 -0.205952 internal_weight=0 9248 117 9131 9110 319 295 102 8791 296 88 122 193 8495 2142 6353 58 174 internal_count=9270 9248 117 9131 9110 319 295 102 8791 296 88 122 193 8495 2142 6353 58 174 cat_boundaries=0 1 4 5 6 cat_threshold=1073 8320 16842752 2048 1921 70 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=10 num_cat=0 split_feature=14 13 4 13 0 0 14 1 1 split_gain=138295 216382 278348 261396 248144 156111 124756 132566 95136.2 threshold=1064.4750000000001 548.95500000000004 1219.7885000000003 874.60000000000014 1219.7885000000003 603.77750000000015 460.42500000000007 497.97750000000002 177.05000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 -7 right_child=-2 3 -4 -5 -6 8 -8 -9 -10 leaf_value=0.0034737973167396226 -0.7910587183724751 1.4419226405931556 -0.99646379303453236 0.024945644179979964 0.81938683071651985 -0.21324314065881678 0.55933729600906379 -0.38224391942554048 -1.0559497215634301 leaf_weight=8942 22 23 28 30 37 37 40 90 21 leaf_count=8942 22 23 28 30 37 37 40 90 21 internal_value=0 0.00273553 -0.000936855 0.63986 0.00210392 -0.00120818 0.00209813 -0.000369714 -0.518361 internal_weight=0 9248 9195 53 9167 9130 9072 9032 58 internal_count=9270 9248 9195 53 9167 9130 9072 9032 58 is_linear=0 shrinkage=0.01 Tree=910 num_leaves=12 num_cat=1 split_feature=5 1 0 0 1 19 7 25 26 0 5 split_gain=232226 205129 286836 171944 101456 89967.9 84528.4 96875.7 72567.9 139266 56266.9 threshold=1435.0600000000002 1236.1260000000004 525.67500000000007 449.26500000000004 144.56250000000003 478.87750000000005 426.65000000000009 0 2022.5000000000002 744.3325000000001 96.322500000000005 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 5 8 6 7 -1 -4 -10 -8 right_child=-2 -3 4 -5 -6 -7 10 -9 9 -11 -12 leaf_value=0.067329732914136797 1.0596822432109287 0.80611206024885185 -0.62874249653938497 0.75392871764398395 -0.97972242047709801 0.59526474691354314 -0.41257739236602531 -0.0095774325138344614 -0.64272373381115144 0.46191912689208986 0.15108276533043902 leaf_weight=2166 21 32 39 31 31 26 77 6618 21 25 23 leaf_count=2166 21 32 39 31 31 26 77 6618 21 25 23 internal_value=0 0.00688078 0.00405695 0.010467 -0.490014 0.00788031 0.00616127 0.00945244 -0.311414 -0.0423744 -0.282936 internal_weight=0 9089 9057 8941 116 8910 8884 8784 85 46 100 internal_count=9110 9089 9057 8941 116 8910 8884 8784 85 46 100 cat_boundaries=0 3 cat_threshold=83894656 2164523040 134217744 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=12 num_cat=0 split_feature=5 1 0 0 1 19 12 12 26 0 11 split_gain=227604 201046 281129 168522 99436.8 88177.3 83570.8 202159 71123.8 136495 18923.6 threshold=1435.0600000000002 1236.1260000000004 525.67500000000007 449.26500000000004 144.56250000000003 478.87750000000005 465.34500000000008 366.58182000000005 2022.5000000000002 744.3325000000001 83.250000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -4 -10 -8 right_child=-2 -3 4 -5 -6 -7 10 -9 9 -11 -12 leaf_value=0.0062493393433558997 1.0490854723112923 0.7980509565770626 -0.62245506690098684 0.74638942503160055 -0.96992519009497857 0.58931214937796961 -0.2258213416508266 0.98857295172555115 -0.63629648117792037 0.457299942779541 -0.59506916823594469 leaf_weight=8805 21 32 39 31 31 26 35 21 21 25 23 leaf_count=8805 21 32 39 31 31 26 35 21 21 25 23 internal_value=0 0.00681261 0.00401702 0.010363 -0.485113 0.00780216 0.00610031 0.00858662 -0.3083 -0.0419506 -0.372247 internal_weight=0 9089 9057 8941 116 8910 8884 8826 85 46 58 internal_count=9110 9089 9057 8941 116 8910 8884 8826 85 46 58 is_linear=0 shrinkage=0.01 Tree=912 num_leaves=13 num_cat=2 split_feature=10 4 25 24 26 0 0 15 15 2 12 26 split_gain=201206 378403 125489 722830 761853 683663 430973 105972 120622 79430.8 78549.8 2219.66 threshold=874.60000000000014 1065.8000000000002 0 1 2022.5000000000002 417.90600000000001 1295.4950000000001 674.04250000000013 451.12500000000006 66.112500000000011 366.58182000000005 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 9 7 8 10 11 -4 -5 right_child=-2 -3 6 5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.067277005000547924 -0.7476240594046456 1.0498195467761584 0.0018249129193947996 -0.36745045128701764 1.7317211168462581 1.4199374771118165 -1.3104937545776367 -0.67351838982623569 0.74568786100907758 0.23346918385137211 0.37427966276804603 -0.43788856543027438 leaf_weight=55 35 35 8577 88 55 25 25 23 22 22 57 91 leaf_count=55 35 35 8577 88 55 25 25 23 22 22 57 91 internal_value=0 0.0120416 0.0080237 0.194787 0.824541 -0.133681 0.000589636 0.00436691 0.00616813 -0.333568 0.00428379 -0.40326 internal_weight=0 9075 9040 336 110 226 8704 8679 8656 201 8634 179 internal_count=9110 9075 9040 336 110 226 8704 8679 8656 201 8634 179 cat_boundaries=0 1 2 cat_threshold=532608 771 is_linear=0 shrinkage=0.01 Tree=913 num_leaves=12 num_cat=1 split_feature=10 4 25 0 10 0 1 15 15 7 4 split_gain=197202 370873 122992 422397 339282 382731 209924 103864 118222 75412.5 20450.9 threshold=874.60000000000014 1065.8000000000002 0 1295.4950000000001 96.07050000000001 417.90600000000001 98.63000000000001 674.04250000000013 451.12500000000006 397.87500000000006 1.2722499999999999 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 4 7 5 6 10 8 9 -4 -1 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.055032467643935157 -0.74014782932826451 1.0393213586573089 0.0072571111478738713 -1.2973887954711916 1.3990840267034417 1.1508758682012559 0.9587301999046689 -0.66678320926168699 0.7382309954816646 -0.28534448244933336 -0.38780937433242801 leaf_weight=241 35 35 8545 25 22 32 21 23 22 89 20 leaf_count=241 35 35 8545 25 22 32 21 23 22 89 20 internal_value=0 0.0119212 0.00794346 0.000583739 0.192839 0.114466 -0.0031407 0.00432324 0.00610645 0.00424095 -0.0805326 internal_weight=0 9075 9040 8704 336 314 282 8679 8656 8634 261 internal_count=9110 9075 9040 8704 336 314 282 8679 8656 8634 261 cat_boundaries=0 1 cat_threshold=532608 is_linear=0 shrinkage=0.01 Tree=914 num_leaves=14 num_cat=0 split_feature=10 4 15 3 0 0 26 2 2 3 3 26 2 split_gain=193278 363493 93074.4 86625.7 494533 305354 687682 94761.8 108492 91214.5 27702.9 15876.3 3567.07 threshold=874.60000000000014 1065.8000000000002 674.04250000000013 344.21500000000003 1265.0725000000002 143.49000000000004 2022.5000000000002 817.62000000000012 244.35500000000002 652.50000000000011 947.25000000000011 2022.5000000000002 1120.4650000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 9 -7 8 -1 11 -11 -5 -9 right_child=-2 -3 -4 5 -6 6 -8 12 -10 10 -12 -13 -14 leaf_value=0.012458078450036691 -0.73274633353097107 1.0289281688417706 -0.54821002880732217 0.0086767402648925789 -1.2760068664550781 2.1977867308529939 -0.30254369703206146 0.38940177435224704 -0.25704575595102813 -0.67583370184898373 -0.1615996556187218 0.33862502125331334 0.57161058071113768 leaf_weight=8639 35 35 30 25 30 22 22 22 152 20 22 35 21 leaf_count=8639 35 35 30 25 30 22 22 22 152 20 22 35 21 internal_value=0 0.011802 0.00786403 0.00971555 0.00573611 0.251317 0.947622 0.0100889 0.00779825 -0.0490497 -0.406473 0.201147 0.478387 internal_weight=0 9075 9040 9010 8864 146 44 8834 8791 102 42 60 43 internal_count=9110 9075 9040 9010 8864 146 44 8834 8791 102 42 60 43 is_linear=0 shrinkage=0.01 Tree=915 num_leaves=10 num_cat=0 split_feature=4 5 6 3 3 0 0 4 3 split_gain=220334 716610 108431 132432 239179 304845 121181 48885.7 26583.3 threshold=1422.3575000000001 1412.3803750000002 960.95500000000004 652.50000000000011 492.37500000000006 1295.4950000000001 806.46500000000003 143.49000000000004 1065.8000000000002 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=-0.0024479748222153261 1.019401586623419 -1.896905852779746 0.54579438818825621 -0.46609489514277536 0.97616404132843015 -1.0845580526498648 0.59569484486299407 -0.78203331789970398 -0.0093928331613540653 leaf_weight=8910 21 20 36 26 25 26 34 25 25 leaf_count=8910 21 20 36 26 25 26 34 25 25 internal_value=0 -0.00608589 -0.00193343 -0.00410719 -0.000595024 -0.00331732 -0.000174176 -0.419791 -0.242221 internal_weight=0 9127 9107 9071 8995 8970 8944 76 51 internal_count=9148 9127 9107 9071 8995 8970 8944 76 51 is_linear=0 shrinkage=0.01 Tree=916 num_leaves=10 num_cat=0 split_feature=2 4 1 26 3 3 10 18 4 split_gain=267054 313689 175350 131107 127565 276945 114169 121471 108474 threshold=1052.6300000000003 1374.9750000000004 1272.8850000000002 2022.5000000000002 721.76691000000005 561.85750000000019 1064.4750000000001 593.64750000000015 143.49000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 6 7 -1 -6 right_child=3 -3 -4 -5 8 -7 -8 -9 -10 leaf_value=-0.0036959016418694119 -0.20463734993567834 1.251427891254425 0.91039823100680395 -1.1995457183431697 -0.16335043500363827 1.1740563163757325 0.75070201301574713 -0.68820687110607437 -1.0653216784000397 leaf_weight=8928 26 20 21 27 40 20 20 26 20 leaf_count=8928 26 20 21 27 40 20 20 26 20 internal_value=0 0.000430044 -0.00232698 -0.711477 -0.00444397 -0.00137817 -0.00399781 -0.00568354 -0.464008 internal_weight=0 9095 9075 53 9054 8994 8974 8954 60 internal_count=9148 9095 9075 53 9054 8994 8974 8954 60 is_linear=0 shrinkage=0.01 Tree=917 num_leaves=11 num_cat=1 split_feature=2 13 12 5 1 26 16 18 16 25 split_gain=261740 190940 400361 318492 170899 128498 111252 215358 129276 94245.8 threshold=1052.6300000000003 548.95500000000004 64.050000000000011 1279.9550000000002 1272.8850000000002 2022.5000000000002 451.12500000000006 593.64750000000015 619.41500000000008 0 decision_type=2 2 2 2 2 2 2 2 2 9 left_child=1 3 -3 4 6 -2 7 9 -8 -1 right_child=5 2 -4 -5 -6 -7 8 -9 -10 -11 leaf_value=0.25725331437328591 -0.20259098346416768 1.6494626585642496 -0.30321819435982478 -1.2044328266043554 0.90129424367632183 -1.1875502666058364 1.0424549201875926 -1.0159286517188664 0.00089962427432720485 -0.0061149851363625166 leaf_weight=128 26 21 21 22 21 27 22 21 26 8813 leaf_count=128 26 21 21 22 21 27 22 21 26 8813 internal_value=0 0.000425743 0.673122 -0.00269513 0.000232368 -0.704363 -0.00186778 -0.00443942 0.478279 -0.0020637 internal_weight=0 9095 42 9053 9031 53 9010 8962 48 8941 internal_count=9148 9095 42 9053 9031 53 9010 8962 48 8941 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=918 num_leaves=10 num_cat=0 split_feature=4 5 6 3 3 0 0 1 3 split_gain=213449 693311 105795 128151 231335 299463 118259 47483.6 2599.68 threshold=1422.3575000000001 1412.3803750000002 960.95500000000004 652.50000000000011 492.37500000000006 1295.4950000000001 806.46500000000003 40.213800000000006 967.31750000000011 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=-0.0023513134894649654 1.0034015255882627 -1.8657625372409821 0.53917929596371128 -0.32022418098923355 0.96006505661010755 -1.0748745228694037 0.58853645549100986 -0.80451436237855389 -0.18135973686209092 leaf_weight=8910 21 20 36 28 25 26 34 22 26 leaf_count=8910 21 20 36 28 25 26 34 22 26 internal_value=0 -0.00593523 -0.00185084 -0.00399802 -0.000543088 -0.00322037 -0.000105094 -0.412907 -0.253364 internal_weight=0 9127 9107 9071 8995 8970 8944 76 54 internal_count=9148 9127 9107 9071 8995 8970 8944 76 54 is_linear=0 shrinkage=0.01 Tree=919 num_leaves=10 num_cat=1 split_feature=4 5 10 25 26 0 3 3 3 split_gain=209201 679514 141061 97919.4 415990 86212.8 111233 134841 41959.7 threshold=1422.3575000000001 1412.3803750000002 1064.4750000000001 0 2022.5000000000002 1295.4950000000001 652.50000000000011 508.59600000000006 1065.8000000000002 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 -5 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=-0.30814838321022098 0.99336750938778839 -1.8471049149036407 0.76380812009175614 -0.0049791027800253186 0.81970405999351958 -0.59438944473266608 -0.61284107926487918 0.81704885673522953 -0.13112535725940358 leaf_weight=63 21 20 24 8834 68 25 40 20 33 leaf_count=63 21 20 24 8834 68 25 40 20 33 internal_value=0 -0.00587587 -0.00183233 -0.00385538 0.257635 -0.00796083 -0.00632746 -0.00312225 -0.395079 internal_weight=0 9127 9107 9083 131 8952 8927 8854 73 internal_count=9148 9127 9107 9083 131 8952 8927 8854 73 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=920 num_leaves=27 num_cat=3 split_feature=2 25 24 7 0 1 3 0 5 1 1 2 7 24 6 0 0 0 1 26 2 7 6 1 0 26 split_gain=322577 231369 522708 1.27964e+06 470033 274349 253185 306828 247626 226866 636205 146403 138713 138546 212482 271734 83051.1 240138 81959.9 70943.2 68685.1 56069.8 48289.6 15650.6 14497.7 4.89911 threshold=715.87500000000011 0 1 417.90600000000001 449.26500000000004 37.975000000000009 593.34250000000009 767.58750000000009 39.441250000000004 31.849500000000003 303.97500000000008 31.602000000000004 66.112500000000011 2 244.35500000000002 240.75000000000003 232.70000000000002 216.15000000000003 752.83000000000015 2022.5000000000002 1120.4650000000004 331.12500000000006 73.46250000000002 218.97000000000003 453.00000000000006 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 16 -1 13 11 -11 20 22 15 -15 17 21 -12 -7 -2 -3 25 24 -18 -4 right_child=12 6 9 -5 -6 19 -8 -9 -10 10 18 -13 -14 14 -16 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.38223743335725402 -0.54177942260619139 -0.0054494433096082982 -0.49195000757936569 2.6475112048784895 1.5106313843562686 -0.78621468850544518 0.97577197863505438 -1.1659811467709749 -0.53885875672101979 1.9269362678527833 -0.0045686291110131052 0.75708743136862056 0.092617155611515053 -0.039465126110200199 -0.84788454631279253 0.98772972788129543 -0.26563371655761553 1.0629319561095465 -0.80264843290502375 -0.11507159074147544 -1.2188392468156486 -0.30497846698713682 0.0099092728158702032 -0.50031899497622534 -0.0095462064085335557 -0.48792551672458651 leaf_weight=332 31 7809 61 24 29 28 26 23 32 20 31 23 20 321 29 28 93 21 22 36 29 63 23 21 29 60 leaf_count=332 31 7809 61 24 29 28 26 23 32 20 31 23 20 321 29 28 93 21 22 36 29 63 23 21 29 60 internal_value=0 0.00914246 0.144586 0.388699 0.27858 0.1951 -0.00943567 -0.0126259 0.301262 -0.0485752 0.397415 1.3012 -0.628614 -0.131527 -0.0247436 0.0429459 -0.00932482 -0.00499769 -0.335847 -0.408697 -0.869025 -0.00784659 -0.383484 -0.248164 -0.20476 -0.489954 internal_weight=0 9184 1099 481 457 428 8085 8059 364 618 96 43 80 522 378 349 8036 7893 53 64 60 7872 144 143 122 121 internal_count=9264 9184 1099 481 457 428 8085 8059 364 618 96 43 80 522 378 349 8036 7893 53 64 60 7872 144 143 122 121 cat_boundaries=0 2 3 4 cat_threshold=16785792 16842752 1125 528 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=21 num_cat=1 split_feature=2 8 25 3 0 7 6 6 2 3 6 3 0 0 7 2 3 0 0 0 split_gain=316158 367363 226765 248147 300722 239578 1.08451e+06 188382 193552 243375 190094 87683.8 81398.4 235360 54954 38886.4 38036.8 15428.3 23442.3 15179.5 threshold=715.87500000000011 58.875000000000007 0 593.34250000000009 767.58750000000009 336.94125000000003 52.910000000000004 336.94125000000003 378.05000000000007 13.830000000000002 157.50375000000003 109.09500000000001 232.70000000000002 216.15000000000003 331.12500000000006 1211.5375000000001 9.775500000000001 375.58250000000004 458.28125000000006 324.54200000000009 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 5 4 12 7 -7 8 9 10 -1 -11 13 14 -4 -2 -9 19 -19 -14 right_child=1 -3 3 -5 -6 6 -8 16 -10 11 -12 -13 17 -15 -16 -17 -18 18 -20 -21 leaf_value=0.15252933959141832 -0.78329182935483532 0.55138924825191493 -0.0053949496955099773 0.96601422328215381 -1.1543213371608569 2.2142344890322003 -0.40983635266621909 -0.66600326107267072 0.97491301783808948 -0.8229787446902348 1.1393385682106019 -0.164494778242085 -0.25010924618199187 1.0523026041757493 -0.30192868553693336 -1.2950155611391421 -0.13236737381328237 0.066517495186098161 -0.30863257686297102 -0.55774255026941721 leaf_weight=815 33 20 7809 26 23 28 36 34 27 26 20 91 53 21 63 27 22 31 36 23 leaf_count=815 33 20 7809 26 23 28 36 34 27 26 20 91 53 21 63 27 22 31 36 23 internal_value=0 -0.622328 0.00905103 -0.00934131 -0.0124996 0.14314 0.738195 0.107728 0.139994 0.116315 0.176165 -0.310825 -0.00923157 -0.00494772 -0.00776812 -1.01357 -0.456361 -0.245683 -0.135056 -0.343209 internal_weight=0 80 9184 8085 8059 1099 64 1035 979 952 835 117 8036 7893 7872 60 56 143 67 76 internal_count=9264 80 9184 8085 8059 1099 64 1035 979 952 835 117 8036 7893 7872 60 56 143 67 76 cat_boundaries=0 2 cat_threshold=16785792 16842752 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=26 num_cat=1 split_feature=2 8 25 7 6 8 0 0 6 0 0 1 18 0 0 8 1 7 7 2 0 26 0 7 0 split_gain=309866 360053 222252 234811 1.06292e+06 187293 273866 254722 206896 161848 229690 131878 119043 116750 176744 108201 70170.3 64803.3 72909.9 38112.5 21997 16174 15379.9 6886.21 6614.66 threshold=715.87500000000011 58.875000000000007 0 336.94125000000003 52.910000000000004 85.544000000000025 244.35500000000002 68.280000000000015 415.60849999999999 232.70000000000002 216.15000000000003 241.87500000000003 439.62000000000006 462.80000000000007 744.3325000000001 449.64000000000004 47.808000000000007 280.87500000000006 233.30814000000001 1211.5375000000001 569.59500000000014 2022.5000000000002 391.73750000000007 488.75250000000005 77.02500000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 19 3 5 -5 6 7 8 -1 10 12 16 17 -8 -15 24 20 18 -4 -2 22 -9 -11 -19 -7 right_child=1 -3 9 4 -6 15 13 21 -10 11 -12 -13 -14 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.16650481250280005 -0.77545891147671331 0.54587536799674852 -0.0061552859535110331 2.1920920951025828 -0.40573799345228412 -0.72648175749285471 1.2436580386528602 -0.47233662332097687 -0.64183655019962427 -0.29625805999293475 1.0417796121324812 -0.94068187807287484 0.76508176231384284 -0.24849672732145892 0.86216313613088502 0.081431199279991359 0.34361096927097867 -0.21538675369285953 0.59839972662925722 -1.2820653971919307 -0.53400741930361151 -0.85738388252258302 -0.023184451103210449 -0.40945621233997925 -0.49939468197200615 leaf_weight=782 33 20 7778 28 36 29 26 24 33 66 21 28 20 23 38 37 21 41 20 27 27 20 30 33 23 leaf_count=782 33 20 7778 28 36 29 26 24 33 66 21 28 20 23 38 37 21 41 20 27 27 20 30 33 23 internal_value=0 -0.616105 0.00896052 0.141709 0.730813 0.10665 0.147912 0.093763 0.133774 -0.0092479 -0.00266292 -0.312733 -0.00544211 0.68255 0.44339 -0.331922 -0.190631 -0.00739974 -0.00460475 -1.00343 -0.281844 -0.647358 -0.210923 -0.301931 -0.626039 internal_weight=0 80 9184 1099 64 1035 946 859 815 8085 7913 172 7892 87 61 89 144 7872 7798 60 123 44 96 74 52 internal_count=9264 80 9184 1099 64 1035 946 859 815 8085 7913 172 7892 87 61 89 144 7872 7798 60 123 44 96 74 52 cat_boundaries=0 2 cat_threshold=16785792 16842752 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=15 num_cat=2 split_feature=1 5 4 5 0 25 24 26 0 9 11 19 1 26 split_gain=154909 317611 241431 214742 136178 121445 444190 240266 168820 131286 178857 82195.4 44434.9 8707.36 threshold=665.43750000000011 1341.6425000000002 1374.9750000000004 64.050000000000011 217.52000000000004 0 1 2022.5000000000002 1144.97 466.8300000000001 115.57500000000002 626.91500000000008 1058.7500000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 5 4 12 6 7 -1 9 11 -11 -7 -2 -8 right_child=3 -3 -4 -5 -6 8 13 -9 -10 10 -12 -13 -14 -15 leaf_value=0.27599130772707758 -0.090277241706848144 1.2358886033012753 -1.0928365669250488 -1.2220666056871414 0.57113963961601255 -0.0016842766076694182 -0.23256795304349479 1.2068269076501883 -0.78877444655806928 0.086193546808284269 1.1824614646218039 0.640121476650238 -0.74154660354961055 -0.077402173194332402 leaf_weight=57 20 21 20 24 20 8766 76 54 27 46 22 20 22 69 leaf_count=57 20 21 20 24 20 8766 76 54 27 46 22 20 22 69 internal_value=0 0.00748544 0.00466831 -0.418911 -0.108013 0.00707064 0.21761 0.668596 0.000755844 0.00316435 0.440868 -0.000223303 -0.431418 -0.14849 internal_weight=0 9178 9157 86 62 9137 256 111 8881 8854 68 8786 42 145 internal_count=9264 9178 9157 86 62 9137 256 111 8881 8854 68 8786 42 145 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1921 is_linear=0 shrinkage=0.01 Tree=924 num_leaves=29 num_cat=3 split_feature=2 25 24 7 0 1 4 1 1 4 2 10 24 0 7 0 0 18 1 26 2 7 26 0 0 0 0 7 split_gain=302611 216496 510641 1.23218e+06 458614 265402 291209 223720 622363 195346 142448 137648 185405 211751 130872 80848.7 224532 116240 79348.1 69727.8 65006.4 58219.6 33208.9 83849.8 24773.8 3128.95 1540.52 588.047 threshold=715.87500000000011 0 1 417.90600000000001 449.26500000000004 37.975000000000009 13.830000000000002 31.849500000000003 303.97500000000008 593.34250000000009 31.602000000000004 114.60000000000002 2 240.75000000000003 66.112500000000011 232.70000000000002 216.15000000000003 439.62000000000006 752.83000000000015 2022.5000000000002 1120.4650000000004 280.87500000000006 2022.5000000000002 375.58250000000004 385.88250000000005 300.91450000000003 561.34500000000014 21.101500000000005 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 11 10 15 -9 12 27 -14 20 16 17 21 -10 -7 -2 -3 23 -17 25 -24 -26 -4 right_child=14 9 7 -5 -6 19 -8 8 18 -11 -12 -13 13 -15 -16 22 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 leaf_value=0.38130199080562449 -0.52403282534691598 -0.003595982072509908 -0.40738961984371314 2.5976307916641237 1.4900395429545434 -0.77755373137337824 -0.63202576967977708 1.9029521055221557 -0.0074571929439421628 -0.80145285325665627 0.74901328211245333 -0.73007968030042125 -0.036190263176818505 0.85607682721368195 0.091670887112617491 -0.4115339279174805 1.0311058553059895 0.75710106354951867 -0.79271821964870792 -0.11218448532952202 -1.1827116065189756 -0.28732410020207705 -0.27925874090194702 0.27584275881449383 -0.45796196126937866 -0.11288806410936209 -0.57269832957874645 -0.4661022657155991 leaf_weight=333 31 7776 116 24 29 28 31 20 31 31 23 36 321 29 20 35 21 20 22 36 29 73 20 36 25 26 22 20 leaf_count=333 31 7776 116 24 29 28 31 20 31 31 23 36 321 29 20 35 21 20 22 36 29 73 20 36 25 26 22 20 internal_value=0 0.00882605 0.139844 0.38111 0.273045 0.190586 0.295002 -0.0510153 0.391827 -0.00914501 1.28573 -0.133435 -0.0892389 0.0366921 -0.608878 -0.00610675 -0.00153888 -0.0042947 -0.333415 -0.403284 -0.842394 -0.00623481 -0.225866 -0.0630049 -0.350201 -0.185223 -0.511668 -0.387529 internal_weight=0 9184 1099 481 457 428 364 618 96 8085 43 522 486 350 80 8054 7890 7869 53 64 60 7849 164 71 93 46 47 136 internal_count=9264 9184 1099 481 457 428 364 618 96 8085 43 522 486 350 80 8054 7890 7869 53 64 60 7849 164 71 93 46 47 136 cat_boundaries=0 2 3 4 cat_threshold=16785792 16842752 1125 528 is_linear=0 shrinkage=0.01 Tree=925 num_leaves=16 num_cat=4 split_feature=25 5 2 24 0 2 0 25 24 1 2 13 10 26 26 split_gain=313864 326887 280608 144032 124424 359279 897091 84372.5 192613 125806 109250 107321 95687.5 16953.2 71.2272 threshold=0 1318.45 1120.4650000000004 1 806.46500000000003 98.25500000000001 1144.97 2 3 488.75250000000005 460.05000000000007 108.49500000000002 74.355000000000004 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 1 2 2 2 9 1 2 2 2 2 2 2 left_child=3 2 4 14 7 6 -6 8 11 10 -9 -2 -10 -5 -1 right_child=1 -3 -4 13 5 -7 -8 9 12 -11 -12 -13 -14 -15 -16 leaf_value=-0.05235195185921409 0.16815428639643268 1.2768864790201186 0.94678870785620906 -0.47399876542695579 1.4920999498367309 1.5443938045501711 -1.375536314646403 -0.00026171207874451849 -0.11998839207590821 0.71235302486419683 0.72203448477245513 -0.52395501901706065 -0.47336369201361417 -0.68669734815498462 -0.035587366134562391 leaf_weight=55 337 20 31 73 20 20 24 7414 998 25 21 24 83 77 47 leaf_count=55 337 20 31 73 20 20 24 7414 998 25 21 24 83 77 47 internal_value=0 -0.000144913 -0.00298387 -0.351258 -0.00626771 0.433078 -0.0720653 -0.00942634 -0.0791629 0.00415411 0.0017784 0.118849 -0.145772 -0.546735 -0.0406425 internal_weight=0 9017 8997 252 8966 64 44 8902 1442 7460 7435 361 1081 150 102 internal_count=9269 9017 8997 252 8966 64 44 8902 1442 7460 7435 361 1081 150 102 cat_boundaries=0 2 3 6 7 cat_threshold=16785408 16777217 852 2621696 268697600 32768 2060 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=14 num_cat=0 split_feature=4 5 1 0 3 1 26 1 1 0 0 1 0 split_gain=166338 147875 156469 156847 769974 517471 252002 135611 345501 188212 141111 53513.4 27035.5 threshold=1265.0725000000002 1279.9550000000002 1318.45 449.26500000000004 66.112500000000011 177.05000000000004 2022.5000000000002 438.04750000000007 497.97750000000002 311.67500000000007 228.76800000000003 629.70000000000016 352.08500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 9 -9 10 -1 -10 -11 right_child=-2 -3 -4 4 -6 -7 -8 8 11 12 -12 -13 -14 leaf_value=-0.017034662906499666 0.74619573954878182 -0.81317615231904006 -0.78500940772203298 -0.16541124923556461 1.9541808271408081 -1.2569400934072641 0.8387855630991411 1.3440053602365347 -0.3810020263291275 -0.77482134580612183 0.44363462626044431 0.18815642478331079 -0.37366566692079817 leaf_weight=8801 29 23 26 51 24 26 49 26 24 28 67 53 42 leaf_count=8801 29 23 26 51 24 26 49 26 24 28 67 53 42 internal_value=0 -0.0123424 -0.010344 -0.00815262 0.312563 -0.000126377 0.326645 -0.0134736 0.347305 -0.0176312 -0.0135542 0.0107564 -0.534128 internal_weight=0 9240 9217 9191 150 126 100 9041 103 8938 8868 77 70 internal_count=9269 9240 9217 9191 150 126 100 9041 103 8938 8868 77 70 is_linear=0 shrinkage=0.01 Tree=927 num_leaves=12 num_cat=3 split_feature=25 4 9 9 0 2 24 2 25 26 26 split_gain=307299 215534 206187 217232 200115 281391 141206 129224 71886.7 16640.3 72.2357 threshold=0 1265.0725000000002 1064.4750000000001 541.42000000000019 806.46500000000003 98.25500000000001 1 967.31750000000011 2 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 1 2 9 2 2 left_child=6 2 3 4 7 -6 10 8 -2 -8 -1 right_child=1 -3 -4 -5 5 -7 9 -9 -10 -11 -12 leaf_value=-0.051667548678138039 -0.19007554971946861 0.90911982096158539 0.90421479701995855 -0.75968764675290956 0.071052452967717103 1.5068358575730096 -0.46889765228310681 0.63862031444426504 -0.0036707052673707638 -0.6796244286561941 -0.034784701276332777 leaf_weight=55 202 26 25 38 39 21 73 31 8635 77 47 leaf_count=55 202 26 25 38 39 21 73 31 8635 77 47 internal_value=0 -4.90839e-05 -0.00267826 -0.00520696 -0.00199568 0.573577 -0.34747 -0.00588995 -0.00815087 -0.541004 -0.0399696 internal_weight=0 9017 8991 8966 8928 60 252 8868 8837 150 102 internal_count=9269 9017 8991 8966 8928 60 252 8868 8837 150 102 cat_boundaries=0 2 3 4 cat_threshold=16785408 16777217 852 524288 is_linear=0 shrinkage=0.01 Tree=928 num_leaves=14 num_cat=3 split_feature=25 5 2 4 0 2 0 24 25 5 8 26 26 split_gain=301180 322378 269044 226152 171537 380334 849588 138396 64460.8 147242 79406.4 16309.2 70.7981 threshold=0 1318.45 1120.4650000000004 1120.4650000000004 806.46500000000003 68.280000000000015 1144.97 1 2 43.440000000000005 637.20000000000016 2022.5000000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 9 2 2 2 2 left_child=7 2 3 4 8 6 -6 12 9 -2 -10 -9 -1 right_child=1 -3 -4 -5 5 -7 -8 11 10 -11 -12 -13 -14 leaf_value=-0.051150857838717367 -0.21729110616103547 1.2681419290006162 0.92712571051812942 -0.93737189219548156 1.4719974851608277 1.6557945022583007 -1.3757568038593637 -0.46420867409199884 0.00057492841354999063 0.43525725181286151 -0.44057037318625097 -0.67282817871539624 -0.034436854859615895 leaf_weight=55 305 20 31 26 20 20 22 73 8493 39 41 77 47 leaf_count=55 305 20 31 26 20 20 22 73 8493 39 41 77 47 internal_value=0 -5.07385e-05 -0.00286994 -0.00608541 -0.00337697 0.520793 -0.0196833 -0.343996 -0.00703754 -0.139262 -0.00154266 -0.535594 -0.0395699 internal_weight=0 9017 8997 8966 8940 62 42 252 8878 344 8534 150 102 internal_count=9269 9017 8997 8966 8940 62 42 252 8878 344 8534 150 102 cat_boundaries=0 2 3 4 cat_threshold=16785408 16777217 852 2621440 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=14 num_cat=0 split_feature=4 5 1 0 3 1 26 1 1 0 0 1 0 split_gain=161366 147978 154995 150058 747528 507109 243964 132798 337865 184544 137919 52621.9 26458.9 threshold=1265.0725000000002 1279.9550000000002 1318.45 449.26500000000004 66.112500000000011 177.05000000000004 2022.5000000000002 438.04750000000007 497.97750000000002 311.67500000000007 228.76800000000003 629.70000000000016 352.08500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 9 -9 10 -1 -10 -11 right_child=-2 -3 -4 4 -6 -7 -8 8 11 12 -12 -13 -14 leaf_value=-0.016555104884651548 0.73510201125309382 -0.81312624993531601 -0.78102223011163563 -0.16289452440598431 1.9233778452873231 -1.246400231581468 0.82515762504266232 1.3296049220745381 -0.37730940047651529 -0.76670329076903199 0.43887474412348731 0.1870879953312424 -0.36984861635026478 leaf_weight=8801 29 23 26 51 24 26 49 26 24 28 67 53 42 leaf_count=8801 29 23 26 51 24 26 49 26 24 28 67 53 42 internal_value=0 -0.0120127 -0.0100136 -0.0078325 0.305865 -0.00223256 0.321251 -0.0130371 0.34398 -0.0171513 -0.0131142 0.0111719 -0.52859 internal_weight=0 9240 9217 9191 150 126 100 9041 103 8938 8868 77 70 internal_count=9269 9240 9217 9191 150 126 100 9041 103 8938 8868 77 70 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=16 num_cat=4 split_feature=5 4 2 25 24 10 0 25 25 4 1 0 9 4 18 split_gain=657743 218522 128355 141165 305067 517809 240824 146758 142159 140172 208256 183672 210846 179468 105335 threshold=1412.3803750000002 1422.3575000000001 1164.4950000000001 0 1 72.313140000000018 690.66750000000013 2 3 344.21500000000003 258.76500000000004 98.25500000000001 156.19125000000003 429.49500000000006 362.77500000000003 decision_type=2 2 2 9 1 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -6 -1 11 13 14 -13 -11 -5 right_child=-2 -3 -4 9 6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 leaf_value=0.010699048568220699 -1.7726969945998421 -1.045074275970459 -0.66291068257956665 -0.0054628435122126518 0.16498575007244945 1.9455848262906075 1.0630285081863402 -0.17369431414478004 0.47176874766438642 0.83240091369702274 1.2713319466114044 -0.15251399802357962 -0.96592912374223983 -0.16227147120237351 0.6089780472644738 leaf_weight=126 21 20 29 7858 190 20 20 349 151 26 20 356 35 60 28 leaf_count=126 21 20 29 7858 190 20 20 349 151 26 20 356 35 60 28 internal_value=0 -0.000920356 0.00133289 0.00341786 0.124969 0.378898 -0.0142329 -0.0544696 0.279458 -0.00913206 0.352196 -0.0137705 -0.225326 0.138443 -0.00328121 internal_weight=0 9288 9268 9239 856 297 559 539 277 8383 106 8277 391 86 7886 internal_count=9309 9288 9268 9239 856 297 559 539 277 8383 106 8277 391 86 7886 cat_boundaries=0 3 4 6 8 cat_threshold=532608 419495937 512 531 0 285278208 0 419495936 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=15 num_cat=1 split_feature=5 4 1 25 4 1 4 1 1 2 17 10 10 26 split_gain=644658 214176 126679 108172 158451 265044 171997 140144 300991 174662 125881 179680 438064 111870 threshold=1412.3803750000002 1422.3575000000001 1422.3575000000001 0 344.21500000000003 259.87500000000006 429.49500000000006 415.60849999999999 492.37500000000006 438.71000000000009 60.425000000000004 96.07050000000001 379.49000000000007 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 10 7 6 -6 9 -9 -5 11 13 -13 -1 right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 -12 12 -14 -15 leaf_value=0.21556154364777594 -1.7549700064886185 -1.0346235313415528 -0.73989948459293531 -0.012274570164418698 0.79516095391026254 1.3809696006774903 -0.16347797376210571 -1.287547625788936 -0.036938363340363572 0.46933858808718226 -0.51853733476003006 1.8623898572921753 -0.090244091478072941 -0.038327812556248564 leaf_weight=388 21 20 23 8187 27 21 61 27 67 76 30 20 27 314 leaf_count=388 21 20 23 8187 27 21 61 27 67 76 30 20 27 314 internal_value=0 -0.000906051 0.00132467 0.00316871 -0.00726325 0.371537 0.13065 -0.0122126 -0.396156 -0.00784487 0.115156 0.142075 0.740664 0.101998 internal_weight=0 9288 9268 9245 8466 109 88 8357 94 8263 779 749 47 702 internal_count=9309 9288 9268 9245 8466 109 88 8357 94 8263 779 749 47 702 cat_boundaries=0 3 cat_threshold=524416 419495937 512 is_linear=0 shrinkage=0.01 Tree=932 num_leaves=15 num_cat=3 split_feature=5 4 1 25 24 0 25 4 0 1 4 0 3 26 split_gain=631829 209913 124158 106019 349645 524320 180367 155298 277207 259769 168574 117263 109151 94441 threshold=1412.3803750000002 1422.3575000000001 1422.3575000000001 0 1 47.808000000000007 2 344.21500000000003 1144.97 259.87500000000006 429.49500000000006 98.25500000000001 231.15000000000003 2022.5000000000002 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 10 -9 -5 13 -6 right_child=-2 -3 -4 7 12 -7 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.023073220660609586 -1.7374203318641299 -1.0242772865295411 -0.7325004907276319 -0.00078487104001364813 0.061332108425565919 1.7921109901428225 0.57082467809453741 0.78720933723228959 -1.0430437249403735 1.3671599444888887 -0.16184320174279762 -0.18289925577189473 0.53209408214015352 -0.22009098090510815 leaf_weight=145 21 20 23 7961 237 25 101 27 26 21 61 370 31 240 leaf_count=145 21 20 23 7961 237 25 101 27 26 21 61 370 31 240 internal_value=0 -0.00089699 0.00131143 0.00313703 0.114004 0.397654 0.272105 -0.00719061 -0.0120905 0.367822 0.129343 -0.00887301 -0.042068 -0.0802644 internal_weight=0 9288 9268 9245 779 271 246 8466 8357 109 88 8331 508 477 internal_count=9309 9288 9268 9245 779 271 246 8466 8357 109 88 8331 508 477 cat_boundaries=0 3 4 6 cat_threshold=524416 419495937 512 1554 524288 268500992 is_linear=0 shrinkage=0.01 Tree=933 num_leaves=11 num_cat=0 split_feature=5 4 2 2 4 4 6 1 1 4 split_gain=619260 205739 126062 108579 87574 217028 189676 121971 145527 106480 threshold=1412.3803750000002 1422.3575000000001 1164.4950000000001 817.62000000000012 344.21500000000003 387.99000000000007 302.43750000000006 415.60849999999999 470.16250000000008 231.15000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -7 9 -9 -1 right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 leaf_value=0.0050799514341353024 -1.7200461278642929 -1.0140345191955566 -0.65697859155720684 0.60399897225697841 1.2150207793861629 -0.095029998685895789 0.9745120984911918 -1.0299205158067788 -0.15091113914663976 -0.38372902661981723 leaf_weight=8874 21 20 29 30 20 97 20 23 104 71 leaf_count=8874 21 20 29 30 20 97 20 23 104 71 internal_value=0 -0.000881627 0.00130472 0.00337098 0.00141433 0.252356 0.0877977 -0.00237524 -0.310102 0.00199382 internal_weight=0 9288 9268 9239 9209 137 117 9072 127 8945 internal_count=9309 9288 9268 9239 9209 137 117 9072 127 8945 is_linear=0 shrinkage=0.01 Tree=934 num_leaves=15 num_cat=3 split_feature=5 4 1 25 24 0 25 4 0 1 4 0 3 10 split_gain=606937 201645 120931 104099 342933 513699 177227 149799 271101 254598 163076 114459 107146 93158.5 threshold=1412.3803750000002 1422.3575000000001 1422.3575000000001 0 1 47.808000000000007 2 344.21500000000003 1144.97 259.87500000000006 429.49500000000006 98.25500000000001 231.15000000000003 1.1200000000000003 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 11 10 -9 -5 13 -6 right_child=-2 -3 -4 7 12 -7 -8 9 -10 -11 -12 -13 -14 -15 leaf_value=0.022766857293344312 -1.7028456560770671 -1.0038941879272461 -0.72291875528252647 -0.00078001778452536561 -0.040132937625185397 1.7741369430541991 0.56571226309011646 0.77212814229506044 -1.0314871758681077 1.3505138780957178 -0.16131773952577935 -0.1807040260482479 0.52724889678339804 -0.57608430492026463 leaf_weight=145 21 20 23 7961 442 25 101 27 26 21 61 370 31 35 leaf_count=145 21 20 23 7961 442 25 101 27 26 21 61 370 31 35 internal_value=0 -0.000872811 0.00129167 0.00309339 0.112952 0.393866 0.269605 -0.00714028 -0.0119527 0.361173 0.12508 -0.00877088 -0.0416158 -0.0794585 internal_weight=0 9288 9268 9245 779 271 246 8466 8357 109 88 8331 508 477 internal_count=9309 9288 9268 9245 779 271 246 8466 8357 109 88 8331 508 477 cat_boundaries=0 3 4 6 cat_threshold=524416 419495937 512 1554 524288 268500992 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=9 num_cat=1 split_feature=25 4 1 1 14 14 12 26 split_gain=355468 201987 134238 477164 108711 223769 199535 46363.9 threshold=0 1295.4950000000001 1341.6425000000002 1058.7500000000002 715.87500000000011 460.42500000000007 312.37500000000006 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=-0.37865616704736438 -0.0029916136475729156 -0.89621093750000003 -0.75911229589711071 1.5487256910800935 -0.60887079025137014 0.93074699952052187 0.47553378950465808 -0.77048687897879509 leaf_weight=63 8898 25 23 20 29 26 88 58 leaf_count=63 8898 25 23 20 29 26 88 58 internal_value=0 0.00141237 0.00388427 0.00582102 0.00240789 0.00437495 0.00169459 -0.523233 internal_weight=0 9109 9084 9061 9041 9012 8986 121 internal_count=9230 9109 9084 9061 9041 9012 8986 121 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=936 num_leaves=11 num_cat=0 split_feature=5 4 12 4 2 18 1 5 5 11 split_gain=261955 222116 147041 927961 229094 175080 124408 101393 74158.9 20357.8 threshold=1587.2775000000001 1422.3575000000001 312.37500000000006 62.300000000000004 1211.5375000000001 636.15000000000009 1272.8850000000002 177.05000000000004 126.49000000000002 67.800000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=0.0028146654571634937 -1.1491829299926759 -1.0561826019287108 -0.25238392962349787 1.8274908185005188 -0.94292019990774312 -0.93748169904947276 0.7181994505723317 -0.20551898715396721 0.30731361722946171 -0.6384987465630878 leaf_weight=8771 20 20 36 31 26 20 24 240 20 22 leaf_count=8771 20 20 36 31 26 20 24 240 20 22 internal_value=0 -0.00348793 -0.00119698 0.363905 -0.00557933 -0.0028879 -0.000819075 -0.00273412 -0.217776 -0.398841 internal_weight=0 9210 9190 109 9081 9055 9035 9011 78 58 internal_count=9230 9210 9190 109 9081 9055 9035 9011 78 58 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=11 num_cat=0 split_feature=5 2 2 2 10 10 3 1 26 7 split_gain=256742 152238 150167 198984 88428.8 545251 165137 131837 253324 136261 threshold=1587.2775000000001 1164.4950000000001 817.62000000000012 644.32500000000016 96.07050000000001 117.08000000000003 47.808000000000007 470.16250000000008 2022.5000000000002 548.95500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 -7 9 -9 -1 right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11 leaf_value=-0.013351592410811833 -1.1376910762786865 -0.64361104759010102 0.71758621059615035 -0.91250324457883836 1.7252270026717866 -0.10226276492105947 0.49772002177160296 0.80294691954340258 -0.1985866598720136 0.505054973153507 leaf_weight=8700 20 37 29 24 21 185 61 56 46 51 leaf_count=8700 20 37 29 24 21 185 61 56 46 51 internal_value=0 -0.00345305 -0.000870927 -0.0031495 -0.000756462 0.178547 0.0465135 -0.00616413 0.351275 -0.0103304 internal_weight=0 9210 9173 9144 9120 267 246 8853 102 8751 internal_count=9230 9210 9173 9144 9120 267 246 8853 102 8751 is_linear=0 shrinkage=0.01 Tree=938 num_leaves=11 num_cat=1 split_feature=25 14 7 4 5 14 9 10 6 26 split_gain=347285 193860 182093 430082 299639 189099 200197 168942 97424.4 44999.4 threshold=0 715.87500000000011 548.95500000000004 262.50000000000006 1279.9550000000002 460.42500000000007 690.66750000000013 96.07050000000001 44.590000000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 2 4 8 5 6 7 -2 -4 -1 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.37476423795261077 -0.0036638216503476337 -0.77546398861333732 0.35291302144527437 1.6336284046587737 -1.1655148815566845 0.87145797367095956 -0.75428792572021486 0.26806366132928972 -0.5115458841757341 -0.76078582251894067 leaf_weight=63 8683 32 32 23 22 25 35 235 22 58 leaf_count=63 8683 32 32 23 22 25 35 235 22 58 internal_value=0 0.00150508 0.00424586 0.488476 0.000103005 0.00295927 0.000534114 0.00349652 0.00072606 -0.517067 internal_weight=0 9109 9077 77 9000 8978 8953 8918 54 121 internal_count=9230 9109 9077 77 9000 8978 8953 8918 54 121 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=939 num_leaves=9 num_cat=1 split_feature=25 4 1 1 14 14 12 26 split_gain=340374 193037 134298 463601 104303 215324 191634 44103.9 threshold=0 1295.4950000000001 1341.6425000000002 1058.7500000000002 715.87500000000011 460.42500000000007 312.37500000000006 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=-0.37101659825869965 -0.0028154378013919958 -0.87602151947021489 -0.75926128180130681 1.5266616237163544 -0.5962798314670037 0.91313077669877274 0.46614091212099246 -0.75317797086362182 leaf_weight=63 8898 25 23 20 29 26 88 58 leaf_count=63 8898 25 23 20 29 26 88 58 internal_value=0 0.00149003 0.00390666 0.00584385 0.00247958 0.00440635 0.00177706 -0.511896 internal_weight=0 9109 9084 9061 9041 9012 8986 121 internal_count=9230 9109 9084 9061 9041 9012 8986 121 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=940 num_leaves=10 num_cat=0 split_feature=0 4 1 2 18 0 0 0 2 split_gain=577926 286889 184297 206216 147147 110981 128423 104585 23642.2 threshold=1374.9750000000004 967.31750000000011 1318.45 1120.4650000000004 456.25000000000006 425.10000000000002 352.08500000000004 806.46500000000003 40.213800000000006 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -3 right_child=-2 8 -4 -5 -6 7 -8 -9 -10 leaf_value=0.0036026011360787103 1.5586461448669433 -0.5840751020610333 0.96768685340881355 0.89602104498789858 0.62515686709629859 -0.48603509042454862 0.68190142546381272 0.13716511946458082 -1.0413959754705429 leaf_weight=8954 24 26 20 26 38 87 28 39 20 leaf_count=8954 24 26 20 26 38 87 28 39 20 internal_value=0 0.00485037 0.0087926 0.00670168 0.00417355 0.00158271 0.00571709 -0.29314 -0.78291 internal_weight=0 9238 9192 9172 9146 9108 8982 126 46 internal_count=9262 9238 9192 9172 9146 9108 8982 126 46 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=11 num_cat=0 split_feature=0 4 2 18 10 10 10 0 2 10 split_gain=566425 281180 141635 138119 115010 115586 537451 147843 23171.7 1322.15 threshold=1374.9750000000004 967.31750000000011 1120.4650000000004 494.36250000000007 690.66750000000013 96.07050000000001 117.08000000000003 960.86250000000007 40.213800000000006 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 -6 right_child=-2 8 -4 -5 9 6 -8 -9 -10 -11 leaf_value=-0.00082809296678433965 1.5430596653620401 -0.57823434887024072 0.70645615742124368 0.69552825068605362 -0.45488796083700089 1.7965135058164599 0.07642850212828077 0.83922089349655882 -1.0309820065498352 -0.56581910740245467 leaf_weight=8852 24 26 29 29 21 20 198 21 20 22 leaf_count=8852 24 26 29 29 21 20 198 21 20 22 internal_value=0 0.00480186 0.00870467 0.00649636 0.00430872 0.00674914 0.234234 0.00116008 -0.775081 -0.511643 internal_weight=0 9238 9192 9163 9134 9091 218 8873 46 43 internal_count=9262 9238 9192 9163 9134 9091 218 8873 46 43 is_linear=0 shrinkage=0.01 Tree=942 num_leaves=11 num_cat=0 split_feature=0 4 1 18 10 10 10 13 4 10 split_gain=555153 275585 180088 140671 129073 94100 540484 99187.4 22906.4 1189.68 threshold=1374.9750000000004 967.31750000000011 1318.45 456.25000000000006 690.66750000000013 96.07050000000001 117.08000000000003 218.29500000000002 1422.3575000000001 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -3 -6 right_child=-2 8 -4 -5 9 6 -8 -9 -10 -11 leaf_value=0.0047360764819363421 1.527628986040751 -0.56280877404212948 0.95649863576889038 0.61371876751121723 -0.48615453165769579 1.778548434138298 0.053615347417918117 -0.35118743036366717 -1.0108084106445312 -0.59161037445068365 leaf_weight=8794 24 25 20 38 20 20 198 79 21 23 leaf_count=8794 24 25 20 38 20 20 198 79 21 23 internal_value=0 0.00475384 0.00861763 0.00655072 0.00402473 0.00661006 0.211866 0.00156714 -0.76733 -0.542561 internal_weight=0 9238 9192 9172 9134 9091 218 8873 46 43 internal_count=9262 9238 9192 9172 9134 9091 218 8873 46 43 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=11 num_cat=0 split_feature=0 4 2 0 0 20 5 0 2 0 split_gain=544106 270101 138562 98901.8 198639 82258.6 262574 33662 22715.8 4454.68 threshold=1374.9750000000004 967.31750000000011 1120.4650000000004 806.46500000000003 483.75000000000006 401.91000000000003 1265.0725000000002 569.59500000000014 40.213800000000006 1052.6300000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -3 -5 right_child=-2 8 -4 9 7 -7 -8 -9 -10 -11 leaf_value=0.0090991569638387733 1.5123528258005778 -0.56475622539336867 0.69867113540912495 0.58869170709089802 -0.84345031604766851 0.64859155344963071 -1.1379764394760132 -0.36844858917030132 -1.0130281141847373 0.38248329353332522 leaf_weight=9019 24 26 29 22 25 20 20 37 20 20 leaf_count=9019 24 26 29 22 25 20 20 37 20 20 internal_value=0 0.00470631 0.00853145 0.00634723 0.00411783 0.00797854 0.0065611 -0.559982 -0.759657 0.490497 internal_weight=0 9238 9192 9163 9121 9059 9039 62 46 42 internal_count=9262 9238 9192 9163 9121 9059 9039 62 46 42 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=10 num_cat=0 split_feature=0 4 1 2 15 16 5 0 15 split_gain=533278 264864 176599 196151 83388.9 793948 241583 88140.2 5409.21 threshold=1374.9750000000004 1205.5225000000003 1318.45 1120.4650000000004 237.07500000000002 40.213800000000006 1089.1825000000001 381.31500000000005 548.95500000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=0.0070995378856157903 1.4972291898727417 -0.85141611291302588 0.94666503715515138 0.87330965078794043 -0.39792615818413529 1.7375520098650898 -0.98113864045143129 -0.24941277170882506 -0.20516241863369941 leaf_weight=8907 24 36 20 26 37 27 25 136 24 leaf_count=8907 24 36 20 26 37 27 25 136 24 internal_value=0 0.00465924 0.00800838 0.00596382 0.00350084 0.309849 0.000527898 0.00324178 -0.322085 internal_weight=0 9238 9202 9182 9156 88 9068 9043 61 internal_count=9262 9238 9202 9182 9156 88 9068 9043 61 is_linear=0 shrinkage=0.01 Tree=945 num_leaves=12 num_cat=0 split_feature=4 10 11 0 0 0 0 3 0 10 0 split_gain=276172 153830 154808 188409 155855 203617 218729 128384 28773.3 21816.8 12206.8 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 486.41000000000003 210.75000000000003 232.70000000000002 593.34250000000009 1005.9575000000001 134.19600000000003 723.82500000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -4 -6 right_child=-2 -3 9 -5 8 6 -8 -9 -10 -11 -12 leaf_value=-0.0035425371730722337 -1.1728489379882812 0.87958707046508788 -0.71104225793192466 0.87165603942871084 -0.39809460659821833 1.1641203690458226 0.19237025534448449 0.46849964861212107 -0.71924397555264563 -0.29359019857077373 -0.12188332637151084 leaf_weight=8724 20 20 31 25 48 27 163 58 22 21 24 leaf_count=8724 20 20 31 25 48 27 163 58 22 21 24 internal_value=0 0.0035331 0.00161676 0.00472883 0.00233823 0.0065822 0.330461 -0.000424973 -0.402735 -0.542456 -0.306024 internal_weight=0 9163 9143 9091 9066 8972 190 8782 94 52 72 internal_count=9183 9163 9143 9091 9066 8972 190 8782 94 52 72 is_linear=0 shrinkage=0.01 Tree=946 num_leaves=11 num_cat=0 split_feature=4 10 11 0 2 0 0 26 10 0 split_gain=270676 150769 151728 184659 160254 216843 214474 82480.3 21382.6 18260.8 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 817.62000000000012 462.80000000000007 210.75000000000003 2022.5000000000002 134.19600000000003 893.62500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -4 -7 right_child=-2 -3 8 -5 7 9 -8 -9 -10 -11 leaf_value=-0.0026354301325468956 -1.1611204605102539 0.87079118347167961 -0.70393184365764738 0.86293948669433596 0.97619347305297854 -0.56282408152053609 0.34799877748060765 0.14641575605972953 -0.29065428912639618 -0.2659669456481934 leaf_weight=8743 20 20 31 25 25 67 178 23 21 30 leaf_count=8743 20 20 31 25 25 67 178 23 21 30 internal_value=0 0.00349777 0.0016006 0.00468154 0.00231485 -0.000752496 0.00436075 0.578592 -0.537031 -0.471013 internal_weight=0 9163 9143 9091 9066 9018 8921 48 52 97 internal_count=9183 9163 9143 9091 9066 9018 8921 48 52 97 is_linear=0 shrinkage=0.01 Tree=947 num_leaves=11 num_cat=0 split_feature=4 10 11 0 2 0 0 26 1 10 split_gain=265290 147768 148708 180985 157065 212527 210206 80838.9 49855.1 20957.1 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 817.62000000000012 462.80000000000007 210.75000000000003 2022.5000000000002 346.12500000000006 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 -4 right_child=-2 -3 9 -5 7 8 -8 -9 -10 -11 leaf_value=-0.002609075799140831 -1.1495092353820799 0.8620832557678223 -0.69689251257527263 0.85431004943847655 0.96643152236938479 -0.35076085734677009 0.34451879790659706 0.14495159232098123 -0.91113760566711421 -0.28774775610083625 leaf_weight=8743 20 20 31 25 25 77 178 23 20 21 leaf_count=8743 20 20 31 25 25 77 178 23 20 21 internal_value=0 0.00346279 0.00158459 0.00463472 0.0022917 -0.00074497 0.00431714 0.572806 -0.466302 -0.531661 internal_weight=0 9163 9143 9091 9066 9018 8921 48 97 52 internal_count=9183 9163 9143 9091 9066 9018 8921 48 97 52 is_linear=0 shrinkage=0.01 Tree=948 num_leaves=12 num_cat=0 split_feature=4 10 11 0 0 0 4 3 1 10 0 split_gain=260011 144828 145749 177383 146527 191809 217271 125464 38834 20540.1 14195.5 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 486.41000000000003 210.75000000000003 9.775500000000001 593.34250000000009 346.12500000000006 134.19600000000003 603.77750000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 10 -4 -6 right_child=-2 -3 9 -5 8 6 -8 -9 -10 -11 -12 leaf_value=-0.003499084218251034 -1.1380141601562499 0.85346242523193361 -0.68992359232998668 0.8457669525146484 -0.070540961389956275 0.498118631207703 -0.32392043160229195 0.46314428051997875 -0.74760929563771128 -0.28487027100154333 -0.37268913308779394 leaf_weight=8724 20 20 31 25 23 149 41 58 23 21 48 leaf_count=8724 20 20 31 25 23 149 41 58 23 21 48 internal_value=0 0.00342817 0.00156874 0.00458838 0.00226878 0.00638378 0.320731 -0.000417176 -0.390495 -0.526344 -0.27481 internal_weight=0 9163 9143 9091 9066 8972 190 8782 94 52 71 internal_count=9183 9163 9143 9091 9066 8972 190 8782 94 52 71 is_linear=0 shrinkage=0.01 Tree=949 num_leaves=11 num_cat=0 split_feature=4 10 11 0 2 0 0 2 1 10 split_gain=254836 141946 142848 173853 153853 205309 202221 77529.6 47940 20131.3 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 817.62000000000012 462.80000000000007 210.75000000000003 1164.4950000000001 346.12500000000006 134.19600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 -4 right_child=-2 -3 9 -5 7 8 -8 -9 -10 -11 leaf_value=-0.0025773492407536892 -1.1266340065002443 0.84492779922485362 -0.6830243564180789 0.8373092956542969 0.985900995835014 -0.34504161884258322 0.33789351801523998 0.1814114418029785 -0.89455015563964846 -0.28202157832327346 leaf_weight=8743 20 20 31 25 23 77 178 25 20 21 leaf_count=8743 20 20 31 25 23 77 178 25 20 21 internal_value=0 0.00339388 0.00155306 0.00454249 0.00224609 -0.000759362 0.00421604 0.566896 -0.458342 -0.521081 internal_weight=0 9163 9143 9091 9066 9018 8921 48 97 52 internal_count=9183 9163 9143 9091 9066 9018 8921 48 97 52 is_linear=0 shrinkage=0.01 Tree=950 num_leaves=22 num_cat=2 split_feature=25 1 0 7 5 5 0 0 3 3 12 7 1 0 26 0 25 12 26 0 1 split_gain=176971 449542 281112 243319 1.07713e+06 218746 204987 547122 164658 183476 158406 114180 111665 136744 120438 103278 81662 93717.2 91393 56440.2 65655.5 threshold=0 1236.1260000000004 649.85000000000014 336.94125000000003 291.37500000000006 844.84875000000011 228.76800000000003 311.67500000000007 593.34250000000009 456.25000000000006 172.52400000000003 563.68750000000011 390.72000000000008 352.08500000000004 2022.5000000000002 1265.0725000000002 1 362.12500000000006 2022.5000000000002 252.37200000000004 492.37500000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 5 11 6 10 -8 9 12 -1 -5 13 16 -15 -4 18 -18 -2 20 -14 right_child=8 -3 15 4 -6 -7 7 -9 -10 -11 -12 -13 19 14 -16 -17 17 -19 -20 -21 -22 leaf_value=0.09407283229928419 0.015552738461643458 1.4150867711580717 -0.97015515399701668 0.51577954315003893 2.6560316734313965 -0.82352651937649801 1.8175270690917971 -0.0068434235453605653 0.73283168013890587 -0.96601782697439198 -0.51644950823350388 -0.42746688618804468 -0.65999158902601762 0.87574255769903009 0.04996542378475792 -0.059466960906982419 -0.0039749717995779124 0.63536673670229704 -0.4489782416489389 -0.83864753341674803 0.02645716595022302 leaf_weight=1245 80 26 33 21 20 26 25 48 30 20 44 33 22 33 38 20 7254 23 90 20 38 leaf_count=1245 80 26 33 21 20 26 25 48 30 20 44 33 22 33 38 20 7254 23 90 20 38 internal_value=0 0.110592 0.0889347 0.11487 0.673589 0.0850828 0.102428 0.617941 -0.00655647 -0.00947682 0.0732327 -0.0606488 -0.00695894 -0.00300434 0.433777 -0.626499 -0.00716864 -0.00195156 -0.217577 -0.378592 -0.225241 internal_weight=0 1541 1515 1462 74 1388 1362 73 7648 7618 1289 54 7598 7518 71 53 7447 7277 170 80 60 internal_count=9189 1541 1515 1462 74 1388 1362 73 7648 7618 1289 54 7598 7518 71 53 7447 7277 170 80 60 cat_boundaries=0 3 4 cat_threshold=8448 150994944 134217728 524288 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=16 num_cat=1 split_feature=4 5 25 20 4 3 4 3 14 3 4 3 9 10 20 split_gain=238738 217367 162579 222135 138631 288822 137193 183994 197006 164358 125170 110227 70253.9 89670.1 2469.64 threshold=1422.3575000000001 1341.6425000000002 0 21.380000000000003 593.34250000000009 593.34250000000009 344.21500000000003 10.942500000000003 460.42500000000007 252.82950000000002 644.32500000000016 133.08750000000001 453.00000000000006 508.59600000000006 190.51000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 12 7 8 -1 10 -8 -9 13 -4 -5 right_child=-2 -3 4 14 -6 -7 9 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.13410103554560024 1.0535391165993431 -0.9603545989160952 -0.0026570614863445185 -0.67011704444885256 -0.72105426418836471 1.1408984235200015 0.79719278857821507 -0.61830297488233321 1.1110932979129609 1.2789307384057478 -0.25005529923141001 -0.045138328123477199 -0.45353643853323805 -0.65701970934867859 -0.52012445690839182 leaf_weight=1202 22 23 7534 21 27 22 21 46 21 22 25 124 35 21 23 leaf_count=1202 22 23 7534 21 27 22 21 46 21 22 25 124 35 21 23 internal_value=0 0.0105736 0.0130157 0.10764 -0.00575999 -0.00323039 0.129438 0.108028 0.150877 0.568032 0.228036 -0.20023 -0.0065467 -0.00447594 -0.591712 internal_weight=0 9167 9144 1505 7639 7612 1461 1393 1223 68 46 170 7590 7555 44 internal_count=9189 9167 9144 1505 7639 7612 1461 1393 1223 68 46 170 7590 7555 44 cat_boundaries=0 3 cat_threshold=8448 150994944 134217728 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=12 num_cat=0 split_feature=4 21 0 2 2 7 2 2 11 26 3 split_gain=233987 100601 133693 126684 138288 153017 120626 481775 92016.1 81088.7 59128.2 threshold=1422.3575000000001 401.91000000000003 1165.3425000000004 817.62000000000012 244.35500000000002 226.95300000000003 157.58975000000007 174.37500000000003 282.37500000000006 2022.5000000000002 231.15000000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 8 -8 -1 -5 -6 right_child=-2 -3 -4 9 5 -7 7 -9 -10 -11 -12 leaf_value=0.0047533410062328262 1.043003657947887 -0.6979851640760899 0.62021825154622401 0.85018809022574593 -0.23708197284376983 -0.95756008006908278 1.7457996034622192 0.018831641446976435 0.29981225375260151 0.095722241061074395 0.24823259253655711 leaf_weight=8653 22 20 36 29 132 27 20 84 107 28 31 leaf_count=8653 22 20 36 29 132 27 20 84 107 28 31 internal_value=0 0.0104678 0.0120169 0.00961369 0.00665504 -0.260283 0.0123769 0.350941 0.00835737 0.479573 -0.144783 internal_weight=0 9167 9147 9111 9054 190 8864 104 8760 57 163 internal_count=9189 9167 9147 9111 9054 190 8864 104 8760 57 163 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=16 num_cat=2 split_feature=4 5 25 1 24 10 19 10 7 4 3 1 9 12 1 split_gain=229331 213664 158972 352768 252954 348609 212926 242934 168706 135720 281573 105121 92970.6 60111.8 35699.5 threshold=1422.3575000000001 1341.6425000000002 0 1236.1260000000004 1 74.355000000000004 439.62000000000006 497.12500000000006 177.35000000000002 593.34250000000009 593.34250000000009 390.72000000000008 37.14500000000001 362.12500000000006 470.16250000000008 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -6 -1 10 11 13 -7 -4 -13 right_child=-2 -3 9 -5 6 12 -8 -9 -10 -11 -12 14 -14 -15 -16 leaf_value=0.27541422181054143 1.0325736409967596 -0.95225990792979365 -0.0045629270307422799 1.3360163879394531 -0.027495814267087654 -1.1103503290812176 -0.99442664709958173 0.97316711349487306 1.1886075761204675 -0.71352555809197593 1.1264008391987195 -0.68981363058090206 -0.15768565940856935 0.42977939233183859 -0.22883934644716128 leaf_weight=552 22 23 7478 23 821 21 22 25 21 27 22 24 20 32 56 leaf_count=552 22 23 7478 23 821 21 22 25 21 27 22 24 20 32 56 internal_value=0 0.0103631 0.0127844 0.106353 0.0879866 0.241215 -0.0229183 0.0020746 0.308882 -0.00578161 -0.00327882 -0.00655325 -0.645636 -0.0027122 -0.367132 internal_weight=0 9167 9144 1505 1482 614 868 846 573 7639 7612 7590 41 7510 80 internal_count=9189 9167 9144 1505 1482 614 868 846 573 7639 7612 7590 41 7510 80 cat_boundaries=0 3 4 cat_threshold=8448 150994944 134217728 331 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=14 num_cat=1 split_feature=4 5 25 1 20 1 1 4 3 1 12 26 20 split_gain=224767 209412 155808 345748 203588 138182 211077 133019 275969 103030 58915.6 44572.7 2521.84 threshold=1422.3575000000001 1341.6425000000002 0 1236.1260000000004 21.380000000000003 817.62000000000012 378.05000000000007 593.34250000000009 593.34250000000009 390.72000000000008 362.12500000000006 2022.5000000000002 190.51000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 -4 -11 -6 right_child=-2 -3 7 -5 12 -7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.097971143718781697 1.0222479560158468 -0.9427373459028161 -0.0045172982904925548 1.3226562383900518 -0.6621701998937698 -0.66127490976582404 0.79400783586502077 -0.7063903160448427 1.1151368507471953 -0.058731377601623537 0.42548159018158915 -0.54629768850803373 -0.51060078444688217 leaf_weight=1370 22 23 7478 23 21 23 45 27 22 30 32 50 23 leaf_count=1370 22 23 7478 23 21 23 45 27 22 30 32 50 23 internal_value=0 0.0102595 0.0126566 0.105289 0.0871067 0.107609 0.120107 -0.00572379 -0.00324603 -0.00648772 -0.00268508 -0.36346 -0.582941 internal_weight=0 9167 9144 1505 1482 1438 1415 7639 7612 7590 7510 80 44 internal_count=9189 9167 9144 1505 1482 1438 1415 7639 7612 7590 7510 80 44 cat_boundaries=0 3 cat_threshold=8448 150994944 134217728 is_linear=0 shrinkage=0.01 Tree=955 num_leaves=10 num_cat=0 split_feature=3 4 1 10 0 3 3 3 3 split_gain=185285 312343 140199 105229 91813.3 85276.3 102721 81337.4 41023.9 threshold=1164.6975000000002 1164.6975000000002 1318.45 1211.5375000000001 1374.9750000000004 619.41500000000008 497.97750000000002 1530.8125000000002 844.84875000000011 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=-0.001419491587477019 -1.082730428197167 1.0571384063363076 -0.79797518340024087 0.72583576583862308 0.6449342380870472 -0.76559058598109664 0.69877424149286183 -0.20159342649579048 -0.13276210260391236 leaf_weight=9135 22 28 22 20 22 21 21 20 20 leaf_count=9135 22 28 22 20 22 21 21 20 20 internal_value=0 0.00255402 -0.000634448 0.00126419 -0.000307722 -0.0018512 0.000186457 -0.663141 -0.456894 internal_weight=0 9289 9261 9239 9219 9197 9156 42 41 internal_count=9331 9289 9261 9239 9219 9197 9156 42 41 is_linear=0 shrinkage=0.01 Tree=956 num_leaves=18 num_cat=3 split_feature=25 4 24 3 1 12 4 5 10 2 5 2 24 26 12 26 26 split_gain=377524 271997 268516 208147 168671 153819 1.27803e+06 189800 112693 113386 108848 137369 117213 72926.6 33592.3 11766.5 1434.99 threshold=0 1265.0725000000002 1 1341.6425000000002 43.440000000000005 312.37500000000006 14.655000000000003 802.66250000000002 806.46500000000003 378.05000000000007 199.87500000000003 66.112500000000011 2 2022.5000000000002 503.46500000000009 2022.5000000000002 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 3 4 5 13 7 14 8 9 -2 11 12 16 -1 -7 -14 -4 right_child=1 -3 10 -5 -6 6 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 leaf_value=-0.30537248108603737 0.0052365433375225288 1.0342628156221829 0.16568508676588536 -0.98444327558789935 -1.5389288293747674 -0.60376908509627636 2.5673911167326429 -0.76039808981120594 0.7609363222122193 0.3173281526464527 -0.69834720275231776 0.63215576357311676 -0.27163218460083011 -0.83033636018341672 -0.11451902627944946 -0.48648341518182026 0.090654636472463607 leaf_weight=55 8648 26 50 21 21 23 21 32 20 118 28 27 50 51 36 52 52 leaf_count=55 8648 26 50 21 21 23 21 32 20 118 28 27 50 51 36 52 52 internal_value=0 0.0129246 -0.302591 0.00996175 -0.667592 0.0123086 0.448823 0.00834842 0.0111483 0.00943764 -0.10545 -0.0381483 -0.126865 -0.557949 -0.305244 -0.347132 0.116056 internal_weight=0 8945 386 8919 127 8898 80 8818 8786 8766 259 231 204 106 59 102 102 internal_count=9331 8945 386 8919 127 8898 80 8818 8786 8766 259 231 204 106 59 102 102 cat_boundaries=0 2 3 4 cat_threshold=524416 2147483649 71 432 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=19 num_cat=3 split_feature=25 4 24 3 1 12 4 2 1 2 1 1 4 24 26 26 12 26 split_gain=370012 266584 263173 204005 165315 150758 1.2526e+06 95139.6 303346 118758 95280.3 441693 86765.9 74504.6 71475.3 57445.3 32923.8 12875.3 threshold=0 1265.0725000000002 1 1341.6425000000002 43.440000000000005 312.37500000000006 14.655000000000003 437.62500000000006 65.050000000000011 569.59500000000014 802.66250000000002 488.75250000000005 252.82950000000002 2 2022.5000000000002 2022.5000000000002 503.46500000000009 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=2 3 4 5 14 7 16 10 9 -9 11 -2 13 15 -1 -4 -7 -15 right_child=1 -3 12 -5 -6 6 -8 8 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 leaf_value=-0.30231875627691096 0.0025081275648197853 1.0239201505367572 0.36134110564333305 -0.97459880698294865 -1.5235395631336031 -0.59773140388986346 2.5417172341119674 1.3160502939638883 -0.38855601919324778 0.41004567610911835 -0.51596074363163535 1.1795364028215409 -0.69472146594006079 -0.34924116151673451 -0.82203299690695375 -0.076796119880108607 -0.11337383045090568 -0.13840827856461208 leaf_weight=55 8651 26 57 21 21 23 21 23 38 39 35 32 23 56 51 63 36 60 leaf_count=55 8651 26 57 21 21 23 21 23 38 39 35 32 23 56 51 63 36 60 internal_value=0 0.0127953 -0.299565 0.00986213 -0.660916 0.0121855 0.444335 0.00826493 0.314958 0.746144 0.004747 0.0068459 -0.104395 -0.0512869 -0.55237 0.121218 -0.302191 -0.221127 internal_weight=0 8945 386 8919 127 8898 80 8818 100 62 8718 8683 259 236 106 120 59 116 internal_count=9331 8945 386 8919 127 8898 80 8818 100 62 8718 8683 259 236 106 120 59 116 cat_boundaries=0 2 3 4 cat_threshold=524416 2147483649 71 312 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=16 num_cat=1 split_feature=25 1 3 5 3 0 0 0 0 2 3 0 3 0 26 split_gain=362648 181448 154064 503436 121249 841275 305523 191464 94644 78874.4 101778 134935 74814.2 69887.4 41747 threshold=0 59.492500000000014 1164.6975000000002 1144.97 492.37500000000006 13.003400000000001 1295.4950000000001 744.3325000000001 381.31500000000005 85.544000000000025 85.544000000000025 86.390000000000029 721.76691000000005 44.590000000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 6 12 7 8 -2 10 11 14 -6 -3 -1 right_child=2 13 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.12776701658047163 0.011773846646123128 -0.50709461799034705 -0.63126580734510684 1.4617309641838074 -0.81476650419689367 2.0261276886679909 -1.1964178539457775 0.79570719195950423 -0.31418711720572579 0.26871014769872031 0.42106908141076566 -1.0884180759248279 0.039826680421829228 -1.2554230864842733 -0.37883818073625919 leaf_weight=130 8679 26 37 24 21 22 21 31 90 30 20 21 20 24 135 leaf_count=130 8679 26 37 24 21 22 21 31 90 30 20 21 20 24 135 internal_value=0 -0.29657 0.0126674 0.0153562 0.0114489 0.448591 0.00832678 0.0112017 0.00842837 -0.220616 -0.268589 -0.316817 -0.397892 -0.866292 -0.255671 internal_weight=0 386 8945 8908 8884 63 8821 8800 8769 336 306 286 41 50 265 internal_count=9331 386 8945 8908 8884 63 8821 8800 8769 336 306 286 41 50 265 cat_boundaries=0 2 cat_threshold=524416 2147483649 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=17 num_cat=1 split_feature=25 4 5 1 2 0 8 2 0 1 3 2 3 0 0 26 split_gain=355432 260624 205603 177837 109161 541708 381294 495721 245065 162833 158206 77304.8 99752.4 132250 68496.7 40916.2 threshold=0 1265.0725000000002 1318.45 59.492500000000014 157.58975000000007 1165.3425000000004 123.63250000000001 174.37500000000003 723.82500000000016 1058.7500000000002 231.15000000000003 85.544000000000025 85.544000000000025 86.390000000000029 44.590000000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 11 5 8 7 -6 9 -2 -9 12 13 15 -5 -1 right_child=1 -3 -4 14 6 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.12648933621667899 0.0085968209935446214 1.0122981592554312 -0.97866924195062555 -0.50202366242041951 1.5548082624162947 -1.6386152095794677 1.2115201750668612 -0.15547396878492997 1.1147196149826051 -0.89477208948135367 0.48445867579034035 0.26602302757898966 0.41685838618874549 -1.0775338981265115 -1.2428688744703928 -0.37504979847978659 leaf_weight=130 8520 26 21 26 21 20 33 217 20 20 47 30 20 21 24 135 leaf_count=130 8520 26 21 26 21 20 33 217 20 20 47 30 20 21 24 135 internal_value=0 0.0125407 0.00964036 -0.293604 0.0119728 0.00522979 0.193908 0.0760796 0.00907055 0.0064812 -0.0415466 -0.21841 -0.265903 -0.313649 -0.857629 -0.253114 internal_weight=0 8945 8919 386 8898 8580 318 285 8560 8540 264 336 306 286 50 265 internal_count=9331 8945 8919 386 8898 8580 318 285 8560 8540 264 336 306 286 50 265 cat_boundaries=0 2 cat_threshold=524416 2147483649 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=13 num_cat=2 split_feature=4 25 20 5 9 8 11 11 24 26 11 26 split_gain=469675 287536 74449.5 191354 73747.1 134204 79323.6 173418 62509.4 82232.1 13808.3 9401.12 threshold=1065.8000000000002 0 355.67500000000007 1279.9550000000002 541.42000000000019 74.355000000000004 503.46500000000009 345.49500000000006 1 2022.5000000000002 765.88 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 left_child=1 8 3 4 6 -6 7 -3 9 -1 -8 -10 right_child=-2 2 -4 -5 5 -7 10 -9 11 -11 -12 -13 leaf_value=-0.27694890022277835 1.1015828794731122 -0.00012002945653426295 0.48665101062866956 -0.98130690288543709 -0.82622690868377691 0.10475930511951446 -0.57199462400101442 0.70520629855564665 -0.26617838769783209 -0.84100554548203943 -0.24389276549733918 -0.11382144991262459 leaf_weight=48 38 8645 31 20 30 32 23 35 81 56 29 81 leaf_count=48 38 8645 31 20 30 32 23 35 81 56 29 81 internal_value=0 -0.0124825 -0.00254756 -0.00427103 -0.00204898 -0.345718 0.000391182 0.00272403 -0.330326 -0.529736 -0.389015 -0.178953 internal_weight=0 9111 8845 8814 8794 62 8732 8680 266 104 52 162 internal_count=9149 9111 8845 8814 8794 62 8732 8680 266 104 52 162 cat_boundaries=0 2 3 cat_threshold=8320 2164523008 2601 is_linear=0 shrinkage=0.01 Tree=961 num_leaves=18 num_cat=3 split_feature=4 25 1 5 3 0 0 7 25 12 10 1 1 0 25 26 26 split_gain=460328 281814 92657.4 349114 736806 280155 237606 114921 83041.4 129783 124830 63770.1 112637 47253.2 27430.4 21551.3 506.818 threshold=1065.8000000000002 0 362.77500000000003 64.050000000000011 299.39250000000004 1205.5225000000003 806.46500000000003 47.808000000000007 1 312.37500000000006 85.544000000000025 577.68750000000011 441.67528000000004 65.050000000000011 2 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 left_child=1 14 5 4 11 6 8 -5 10 -10 -3 12 -4 -13 16 -16 -1 right_child=-2 2 3 7 -6 -7 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18 leaf_value=-0.18675664398600073 1.0905670665047671 -0.093071857497684277 0.44286138439178468 -1.0888919447717214 2.2508727107048037 -1.1606500280471077 0.96925907592773441 -0.029720100641250607 -0.0023455898220938118 0.45694405671088922 -0.80270546188721281 0.17739552637425862 -0.55533899224721472 0.77028498744964591 -0.35747549631556524 -0.62117710754984901 -0.22457475662634183 leaf_weight=68 38 532 20 21 20 21 25 20 8011 62 26 41 26 20 61 63 74 leaf_count=68 38 532 20 21 20 21 25 20 8011 62 26 41 26 20 61 63 74 internal_value=0 -0.0123577 -0.00252209 0.230081 0.489093 -0.00702855 -0.00422979 -0.572223 -0.00704954 0.00118026 -0.123916 0.159788 -0.121339 0.371786 -0.327022 -0.454777 -0.192881 internal_weight=0 9111 8845 168 127 8677 8656 41 8631 8073 558 107 46 61 266 124 142 internal_count=9149 9111 8845 168 127 8677 8656 41 8631 8073 558 107 46 61 266 124 142 cat_boundaries=0 2 5 7 cat_threshold=8320 2164523008 34078720 71303296 67108864 128 2147745792 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=14 num_cat=2 split_feature=5 25 2 2 2 3 3 3 3 24 26 2 26 split_gain=456680 283227 180903 70738.2 197351 74077.1 267442 93347 66363.6 64644.8 82108.8 59334.2 9633.08 threshold=1435.0600000000002 0 1374.9750000000004 577.68750000000011 485.55000000000001 721.76691000000005 589.71000000000015 967.31750000000011 66.112500000000011 1 2022.5000000000002 844.84875000000011 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 2 left_child=1 9 3 4 5 6 -3 -7 11 10 -1 -5 -11 right_child=-2 2 -4 8 -6 7 -8 -9 -10 12 -12 -13 -14 leaf_value=-0.27149382164080937 1.5017407646179199 -0.0036571748308558282 0.92588872364589148 -0.22590358200073243 0.92430233748062807 -0.85526742520539656 1.1540533332824707 0.0045223996468952725 0.07642401624608923 -0.26084813597761553 -0.83284085533075169 -0.95666178286075598 -0.10662300529303374 leaf_weight=48 20 8675 21 25 23 23 20 28 27 81 57 20 81 leaf_count=48 20 8675 21 25 23 23 20 28 27 81 57 20 81 internal_value=0 -0.0110059 -0.00115016 -0.00335345 -0.00079034 -0.00322312 -0.000994241 -0.383226 -0.315519 -0.32588 -0.526119 -0.550685 -0.173053 internal_weight=0 9129 8862 8841 8769 8746 8695 51 72 267 105 45 162 internal_count=9149 9129 8862 8841 8769 8746 8695 51 72 267 105 45 162 cat_boundaries=0 2 3 cat_threshold=8320 2164523008 2601 is_linear=0 shrinkage=0.01 Tree=963 num_leaves=21 num_cat=4 split_feature=4 25 1 5 2 1 7 1 1 1 8 25 6 2 6 24 24 26 4 26 split_gain=449328 270743 90367.2 342664 289576 201893 112394 102011 83334.5 405606 238298 197923 133752 101548 80823.5 75705.2 60384.6 78563.3 37755.4 9165.12 threshold=1065.8000000000002 0 362.77500000000003 64.050000000000011 157.58975000000007 449.26500000000004 47.808000000000007 577.68750000000011 77.02500000000002 68.280000000000015 42.190000000000005 1 51.475000000000009 1060.8750000000002 119.77250000000002 2 3 2022.5000000000002 48.761500000000005 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 1 1 2 2 2 left_child=1 16 8 4 5 -4 -5 -7 9 13 11 14 -12 15 -10 -3 17 -1 -13 -18 right_child=-2 2 3 6 -6 7 -8 -9 10 -11 12 18 -14 -15 -16 -17 19 -19 -20 -21 leaf_value=-0.26877887939413386 1.0775187759807237 0.036509864776963122 1.0852461538314819 -1.0786122340247746 1.2735461694878689 -0.59995340129603514 -0.031147850990295409 0.20474864444732668 -0.759154780618437 1.4215585618019106 0.0078308449630384094 -0.092854665004487705 1.0582329624349422 0.70746262431144713 -0.083731352199207659 -0.027350710795239267 -0.25823965431731422 -0.8201091534451449 0.37062688791751863 -0.10780715150597654 leaf_weight=48 38 2783 20 21 34 23 20 50 91 20 27 145 22 20 22 5527 81 56 20 81 leaf_count=48 38 2783 20 21 34 23 20 50 91 20 27 145 22 20 22 5527 81 56 20 81 internal_value=0 -0.0121479 -0.00250731 0.227203 0.483811 0.195091 -0.567654 -0.0487876 -0.00695775 -0.000824959 -0.16356 -0.276894 0.47944 -0.00424005 -0.576627 -0.00595293 -0.32057 -0.516031 -0.0345794 -0.172383 internal_weight=0 9111 8845 168 127 93 41 73 8677 8350 327 278 49 8330 113 8310 266 104 165 162 internal_count=9149 9111 8845 168 127 93 41 73 8677 8350 327 278 49 8330 113 8310 266 104 165 162 cat_boundaries=0 2 4 5 6 cat_threshold=8320 2164523008 8913152 32 326 2601 is_linear=0 shrinkage=0.01 Tree=964 num_leaves=16 num_cat=0 split_feature=5 0 0 0 4 13 13 3 3 3 11 11 4 13 13 split_gain=446944 155661 360772 152088 78085.7 64471.1 96145 72483.3 277585 76195.4 47144.7 32008.4 23891.2 25205.6 6012.6 threshold=1435.0600000000002 806.46500000000003 1587.2775000000001 1062.9250000000002 1295.4950000000001 218.29500000000002 112.80000000000003 721.76691000000005 575.22000000000014 1295.4950000000001 28.409500000000005 305.50000000000006 130.99900000000005 411.81600000000003 159.56250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 7 8 -1 -9 14 12 13 -7 -8 right_child=-2 2 -4 -5 -6 11 10 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.013191832678036305 1.4857169923782347 0.34916063972141431 -0.66256561565399164 1.4759275497436521 -0.62347135566529777 -0.02786112893012262 0.32284126372564409 -0.63034666011207985 1.1378946050008139 0.10915115139701151 0.77107179307937634 -0.58923831549557781 0.14117144060134887 -0.39842959838443337 0.098999753679547983 leaf_weight=8772 20 23 20 25 21 31 21 38 21 22 20 22 20 45 28 leaf_count=8772 20 23 20 25 21 31 21 38 21 22 20 22 20 45 28 internal_value=0 -0.0108172 0.465847 0.936018 -0.0143944 -0.0129795 -0.00990829 -0.0128064 -0.0104427 -0.359197 0.361929 -0.245194 -0.16635 -0.247277 0.194932 internal_weight=0 9129 68 48 9061 9040 8922 8853 8793 60 69 118 96 76 49 internal_count=9149 9129 68 48 9061 9040 8922 8853 8793 60 69 118 96 76 49 is_linear=0 shrinkage=0.01 Tree=965 num_leaves=12 num_cat=0 split_feature=13 13 4 2 0 12 4 3 3 26 9 split_gain=205866 365195 241620 163519 189238 139790 969737 124784 221684 73298.8 33638.9 threshold=548.95500000000004 874.60000000000014 1422.3575000000001 1202.4650000000004 1374.9750000000004 312.37500000000006 14.655000000000003 721.76691000000005 508.59600000000006 2022.5000000000002 10.766250000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 10 8 -1 -9 -7 right_child=1 -3 -4 -5 -6 6 -8 9 -10 -11 -12 leaf_value=0.0020182369359078201 1.6503516496930803 -0.081213220316788237 -1.0210296664030656 -0.65823593474723197 0.89469986915588384 -0.33991017279417618 2.2761554381960916 -0.87691738815307618 0.98503603727921207 -0.12547046661376954 0.15133598136901857 leaf_weight=8934 21 29 23 37 24 46 21 25 23 27 20 leaf_count=8934 21 29 23 37 24 46 21 25 23 27 20 internal_value=0 0.646044 0.00263623 0.00520742 0.00789902 0.00555917 0.404484 0.00170675 0.00454245 -0.486743 -0.191048 internal_weight=0 50 9180 9157 9120 9096 87 9009 8957 52 66 internal_count=9230 50 9180 9157 9120 9096 87 9009 8957 52 66 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=10 num_cat=0 split_feature=13 13 4 1 0 10 12 4 1 split_gain=201769 357928 236812 153187 318037 128426 146904 902562 104759 threshold=548.95500000000004 874.60000000000014 1422.3575000000001 1422.3575000000001 1374.9750000000004 788.58750000000009 312.37500000000006 14.655000000000003 362.77500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 8 -8 -1 right_child=1 -3 -4 -5 -6 -7 7 -9 -10 leaf_value=-0.0017111582155932539 1.6338482302711124 -0.080401096837273964 -1.0108193604842477 -0.86906457853317265 1.1567100302378337 -0.59205395612451772 -0.18781678270121091 2.2158316884722029 0.27496426320762085 leaf_weight=8856 21 29 23 20 24 36 61 21 139 leaf_count=8856 21 29 23 20 24 36 61 21 139 internal_value=0 0.639584 0.00260987 0.00515534 0.00706892 0.00404123 0.00640538 0.427752 0.00256432 internal_weight=0 50 9180 9157 9137 9113 9077 82 8995 internal_count=9230 50 9180 9157 9137 9113 9077 82 8995 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=9 num_cat=1 split_feature=5 4 1 1 25 26 18 2 split_gain=235909 201062 151066 321029 107829 463226 103044 104216 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 765.88 569.59500000000014 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=-0.28196578189730642 1.0402914714813232 -0.95131908069957394 -0.78652091781298328 1.2734514207839966 0.002797841353475999 0.94107681051890057 0.71792612838745118 -0.33550432617249698 leaf_weight=64 22 22 24 20 8906 60 20 92 leaf_count=64 22 22 24 20 8906 60 20 92 internal_value=0 0.00352867 0.00581548 0.00789102 0.00512235 0.286707 0.000931513 -0.000661127 internal_weight=0 9208 9186 9162 9142 124 9018 8998 internal_count=9230 9208 9186 9162 9142 124 9018 8998 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=968 num_leaves=9 num_cat=1 split_feature=5 4 1 1 25 26 2 12 split_gain=231215 197061 148060 314641 105683 454008 100070 101510 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 1164.4950000000001 312.37500000000006 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=-0.27914612047374249 1.0298885414817118 -0.94180587768554691 -0.77865571498870856 1.260716928243637 -0.00062061758485698918 0.93166596444447836 -0.58555630157733785 0.33148111820220949 leaf_weight=64 22 22 24 20 8896 60 29 93 leaf_count=64 22 22 24 20 8896 60 29 93 internal_value=0 0.00349338 0.00575733 0.00781211 0.00507112 0.28384 0.000922197 0.0028153 internal_weight=0 9208 9186 9162 9142 124 9018 8989 internal_count=9230 9208 9186 9162 9142 124 9018 8989 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=969 num_leaves=10 num_cat=1 split_feature=5 4 1 1 25 26 11 1 10 split_gain=226614 193139 145113 308380 103580 444973 101867 610282 166530 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 273.48534000000006 47.808000000000007 715.87500000000011 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 -6 right_child=-2 -3 -4 -5 6 -7 7 -9 -10 leaf_value=-0.27635466404259207 1.0195897050337357 -0.93238782709295098 -0.77086914221445724 1.2481097345352172 -0.0004138288313611012 0.92234932772318512 -0.084569954269940087 1.6152708689371744 -0.71211346734653813 leaf_weight=64 22 22 24 20 8861 60 97 27 33 leaf_count=64 22 22 24 20 8861 60 97 27 33 internal_value=0 0.00345845 0.00569975 0.00773399 0.00502041 0.281002 0.000912976 0.285557 -0.0030545 internal_weight=0 9208 9186 9162 9142 124 9018 124 8894 internal_count=9230 9208 9186 9162 9142 124 9018 124 8894 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=15 num_cat=2 split_feature=2 5 1 0 24 0 0 0 2 19 18 25 0 18 split_gain=347133 450953 273320 117443 368500 451280 140639 105412 130740 87391.1 133701 94229.3 35818.6 2890.04 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 228.76800000000003 525.67500000000007 324.54200000000009 518.68250000000012 368.63682000000006 1 1205.5225000000003 709.65000000000009 decision_type=2 2 2 2 1 2 2 2 2 2 2 9 2 2 left_child=1 2 3 9 5 6 -5 8 -6 10 11 -1 -9 -12 right_child=-2 -3 -4 4 7 -7 -8 12 -10 -11 13 -13 -14 -15 leaf_value=-0.16480478280693764 -1.001214770453317 1.4965271079540252 1.0374948070526124 -0.33434471520093773 -0.31042787323868465 1.6793414344787598 0.35874228320904633 -0.52894112493171064 0.42176242378022932 0.64334935914902458 -0.49433799499273301 0.0067447418984771844 -1.0166009912490845 -0.664339262008667 leaf_weight=323 35 20 25 52 252 20 67 61 27 21 20 8313 20 20 leaf_count=323 35 20 25 52 252 20 67 61 27 21 20 8313 20 20 internal_value=0 -0.00343468 -0.00668804 -0.00952672 -0.15872 0.270045 0.0558807 -0.322805 -0.239571 -0.000966622 -0.00252617 0.000145495 -0.649351 -0.579339 internal_weight=0 9241 9221 9196 499 139 119 360 279 8697 8676 8636 81 40 internal_count=9276 9241 9221 9196 499 139 119 360 279 8697 8676 8636 81 40 cat_boundaries=0 1 3 cat_threshold=1031 524288 67108864 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=15 num_cat=1 split_feature=2 1 13 7 13 1 18 1 11 2 25 1 10 1 split_gain=340224 266214 168870 629266 402011 179326 152779 125655 99739.7 82587.4 78256.1 75004.1 66582.4 21628.6 threshold=1164.4950000000001 1272.8850000000002 112.80000000000003 319.12500000000006 166.11250000000004 422.52500000000009 533.92000000000019 58.430000000000007 911.47500000000014 67.485000000000014 0 723.37500000000011 54.499460000000006 485.55000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 5 4 -4 6 8 12 10 11 -1 13 -6 -7 right_child=-2 -3 3 -5 7 9 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.14529795956151451 -0.99120261219569616 1.0271199077606201 1.1744124679814558 1.8791558174653487 -0.14350013630730765 -0.2209452178261497 -0.75845492608017395 0.53752058402351721 -0.71047493498027325 -0.84692650629628097 -0.0094051483868898677 0.16818719362390452 -0.71730652689933783 -0.628254566937685 leaf_weight=330 35 25 28 22 91 22 27 23 20 31 8535 29 26 32 leaf_count=330 35 25 28 22 91 22 27 23 20 31 8535 29 26 32 internal_value=0 -0.00340204 -0.00619751 0.288839 0.0805836 -0.0124081 -0.00736686 -0.138182 -0.00508443 -0.406511 -0.00349303 -0.242018 -0.271013 -0.462314 internal_weight=0 9241 9216 190 168 9026 8912 140 8885 114 8865 83 117 54 internal_count=9276 9241 9216 190 168 9026 8912 140 8885 114 8865 83 117 54 cat_boundaries=0 2 cat_threshold=8320 2147549313 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=17 num_cat=1 split_feature=2 5 1 0 24 0 0 4 0 2 10 9 1 0 4 4 split_gain=333454 441455 262566 114906 361074 441173 138007 135600 103473 128223 77851.8 99544.3 64307.3 35060.7 30267.3 18396.6 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 228.76800000000003 473.87250000000012 525.67500000000007 324.54200000000009 466.8300000000001 64.050000000000011 652.50000000000011 1205.5225000000003 1065.8000000000002 736.8325000000001 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 6 -5 10 9 -6 12 -12 -1 -10 15 -9 right_child=-2 -3 -4 4 8 -7 -8 14 13 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.0012187756265773148 -0.98129060799734935 1.4807152829170227 1.0168485927581787 -0.33080654726578634 -0.30706309523847369 1.6609294323921204 0.35576404286854307 -0.44562589128227792 -0.52375583382903546 0.41804648364031755 0.72514631195501855 -0.14325642184777695 0.47880409232207705 -1.0062287254333497 -0.75946156144142152 -0.063407631516456606 leaf_weight=8540 35 20 25 52 252 20 67 34 61 27 33 22 28 20 20 20 leaf_count=8540 35 20 25 52 252 20 67 34 61 27 33 22 28 20 20 20 internal_value=0 -0.00336655 -0.00658547 -0.00936775 -0.156941 0.267469 0.05575 -0.000900576 -0.319368 -0.236891 0.00275732 0.377785 0.000349927 -0.642885 -0.427144 -0.304064 internal_weight=0 9241 9221 9196 499 139 119 8697 360 279 8623 55 8568 81 74 54 internal_count=9276 9241 9221 9196 499 139 119 8697 360 279 8623 55 8568 81 74 54 cat_boundaries=0 1 cat_threshold=1031 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=12 num_cat=0 split_feature=2 5 0 3 0 2 0 18 26 3 2 split_gain=326819 432670 178299 133564 118721 87444.2 88760.4 136930 128751 57303.8 38405.1 threshold=1164.4950000000001 1318.45 1374.9750000000004 456.25000000000006 258.76500000000004 817.62000000000012 458.28125000000006 368.63682000000006 2022.5000000000002 619.41500000000008 43.440000000000005 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 7 -1 -8 -5 -11 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 10 -12 leaf_value=0.00019617422908691764 -0.97147768402099621 1.4659081346988676 0.91386518115089044 -0.53706769037246704 -0.95541346931457527 0.59852060099442805 -0.65012385139098539 -0.60136753140311494 0.024605251435310609 0.16706840344837734 -0.36534728980064396 leaf_weight=8907 35 20 21 30 25 24 52 38 62 42 20 leaf_count=8907 35 20 21 30 25 24 52 38 62 42 20 internal_value=0 -0.00333288 -0.00651961 -0.00862049 -0.344337 -0.00429605 -0.0058931 -0.00235938 -0.283166 -0.178284 -0.00467859 internal_weight=0 9241 9221 9200 117 9083 9059 8945 114 92 62 internal_count=9276 9241 9221 9200 117 9083 9059 8945 114 92 62 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=17 num_cat=3 split_feature=2 5 1 0 24 0 0 4 0 2 25 24 11 0 4 4 split_gain=320315 424060 257498 111561 353285 431874 135647 132815 101301 126223 76839.3 184258 80809.8 35526.6 29567.8 18051.4 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 228.76800000000003 473.87250000000012 525.67500000000007 324.54200000000009 1 2 366.17750000000007 1205.5225000000003 1065.8000000000002 736.8325000000001 decision_type=2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 7 5 6 -5 10 9 -6 11 -1 -12 -10 15 -9 right_child=-2 -3 -4 4 8 -7 -8 14 13 -11 12 -13 -14 -15 -16 -17 leaf_value=-0.06123930420575803 -0.96176290675571996 1.4512489778399467 1.0070546306610109 -0.32753253359061019 -0.30329580546371521 1.6438751184940339 0.35314181911411574 -0.44128913480569337 -0.51546701900294578 0.41613466797051607 -0.014281171461556283 0.15283076524396533 0.44812682975279655 -1.0011352167129517 -0.75116557413339624 -0.062673757195472718 leaf_weight=682 35 20 25 52 252 20 67 34 61 27 6943 960 38 20 20 20 leaf_count=682 35 20 25 52 252 20 67 34 61 27 6943 960 38 20 20 20 internal_value=0 -0.00329955 -0.00645441 -0.00920971 -0.154619 0.265143 0.0557043 -0.000866704 -0.3153 -0.233674 0.00275344 0.0640849 -0.0117473 -0.635385 -0.422711 -0.301061 internal_weight=0 9241 9221 9196 499 139 119 8697 360 279 8623 1642 6981 81 74 54 internal_count=9276 9241 9221 9196 499 139 119 8697 360 279 8623 1642 6981 81 74 54 cat_boundaries=0 1 4 5 cat_threshold=1031 285221248 3221489859 512 3458 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=11 num_cat=2 split_feature=4 9 10 2 25 1 1 1 0 25 split_gain=169528 165054 236826 127101 120839 98921.5 242452 26178.2 12954 4492.48 threshold=1530.8125000000002 1064.4750000000001 874.60000000000014 904.12500000000011 0 802.66250000000002 438.04750000000007 134.19600000000003 287.36250000000007 1 decision_type=2 2 2 2 9 2 2 2 2 9 left_child=1 2 3 4 9 6 -6 -5 -7 -1 right_child=-2 -3 -4 7 5 8 -8 -9 -10 -11 leaf_value=0.28334872245788573 0.92337052917480467 0.81314758491516115 -0.91877254009246823 -0.75654518793026615 -0.0034767843893423775 -0.61090440607987917 0.5832329316542183 -0.26668131446838383 -0.27238783717155457 0.13400620376645042 leaf_weight=128 20 25 28 24 8826 26 71 20 20 111 leaf_count=128 20 25 28 24 8826 26 71 20 20 111 internal_value=0 0.00170507 -0.000487065 0.00229984 0.00486921 -0.00118484 0.00120529 -0.53388 -0.463723 0.222156 internal_weight=0 9279 9254 9226 9182 8943 8897 44 46 239 internal_count=9299 9279 9254 9226 9182 8943 8897 44 46 239 cat_boundaries=0 2 4 cat_threshold=16785408 16777217 8192 16777216 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=12 num_cat=2 split_feature=4 5 9 2 25 24 26 1 1 26 1 split_gain=166153 217439 189309 187419 116115 363224 247723 127973 123065 23532.6 749.708 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 0 1 2022.5000000000002 947.25000000000011 438.04750000000007 2022.5000000000002 65.050000000000011 decision_type=2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 right_child=-2 -3 -4 10 7 9 -8 -9 -10 -11 -12 leaf_value=0.1898164215244231 0.91413684082031255 -0.99129115830768244 0.91016301859980053 -0.61606644489548423 -0.0023411324254087678 -0.048214837081970705 1.098646190368523 -0.60456127013478966 0.3799889326796812 -0.32844576141443749 -0.69959966841198151 leaf_weight=61 20 22 23 22 8831 62 59 35 85 58 21 leaf_count=61 20 22 23 22 8831 62 59 35 85 58 21 internal_value=0 0.00169252 0.00405243 0.00179549 0.00487701 0.217439 0.587684 -0.00106407 0.00130378 -0.169532 -0.656862 internal_weight=0 9279 9257 9234 9191 240 120 8951 8916 120 43 internal_count=9299 9279 9257 9234 9191 240 120 8951 8916 120 43 cat_boundaries=0 2 3 cat_threshold=16785408 16777217 1141 is_linear=0 shrinkage=0.01 Tree=977 num_leaves=9 num_cat=0 split_feature=4 5 9 2 0 20 18 2 split_gain=162846 213112 185542 183690 147110 113943 125053 459.146 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 1219.7885000000003 464.11500000000007 564.34500000000014 1332.8500000000001 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=0.0022907442550501879 0.90499552154541019 -0.98137820270928477 0.90106140592823869 -0.68221875071525573 0.70394523239135742 -0.7514321870803834 0.72508099126319092 -0.6168472085680281 leaf_weight=9117 20 22 23 22 30 20 24 21 leaf_count=9117 20 22 23 22 30 20 24 21 internal_value=0 0.0016756 0.0040119 0.00177754 0.00482824 0.00253881 0.00418845 -0.650293 internal_weight=0 9279 9257 9234 9191 9161 9141 43 internal_count=9299 9279 9257 9234 9191 9161 9141 43 is_linear=0 shrinkage=0.01 Tree=978 num_leaves=9 num_cat=1 split_feature=4 5 9 2 0 1 25 1 split_gain=159606 208871 181849 180034 144182 235613 124280 736.676 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 1219.7885000000003 947.25000000000011 0 65.050000000000011 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 leaf_value=-0.20536171386987523 0.89594551849365234 -0.97156440780244102 0.89205079368923024 -0.60335102384740658 0.69690574264526362 -0.82839453725253831 0.012037390895530334 -0.68615504310244602 leaf_weight=261 20 22 23 22 30 34 8866 21 leaf_count=261 20 22 23 22 30 34 8866 21 internal_value=0 0.00165884 0.00397178 0.00175976 0.00477996 0.00251342 0.00560873 -0.64379 internal_weight=0 9279 9257 9234 9191 9161 9127 43 internal_count=9299 9279 9257 9234 9191 9161 9127 43 cat_boundaries=0 1 cat_threshold=524416 is_linear=0 shrinkage=0.01 Tree=979 num_leaves=12 num_cat=2 split_feature=4 5 9 2 25 24 26 1 1 26 1 split_gain=156430 204714 178231 176450 113608 356039 242741 122991 120532 23041.9 722.016 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 0 1 2022.5000000000002 947.25000000000011 438.04750000000007 2022.5000000000002 65.050000000000011 decision_type=2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -5 right_child=-2 -3 -4 10 7 9 -8 -9 -10 -11 -12 leaf_value=0.18768545580691978 0.88698606491088872 -0.96184878259897233 0.88313030927077574 -0.59731750856746324 -0.0024323519425557987 -0.04809960173022363 1.0873312899419818 -0.59278113208498273 0.37594139371198765 -0.32539340115826704 -0.67929348536900114 leaf_weight=61 20 22 23 22 8831 62 59 35 85 58 21 leaf_count=61 20 22 23 22 8831 62 59 35 85 58 21 internal_value=0 0.00164017 0.00392998 0.00174007 0.00473006 0.214985 0.581549 -0.00114635 0.00117485 -0.168115 -0.637352 internal_weight=0 9279 9257 9234 9191 240 120 8951 8916 120 43 internal_count=9299 9279 9257 9234 9191 240 120 8951 8916 120 43 cat_boundaries=0 2 3 cat_threshold=16785408 16777217 1141 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=14 num_cat=3 split_feature=25 6 5 25 24 7 1 2 1 1 26 26 2 split_gain=295979 145522 169985 79580.7 259530 159628 101505 104407 104114 87023.5 47377.5 27452.4 26125.5 threshold=0 1253.9725000000001 1279.9550000000002 1 2 66.112500000000011 1236.1260000000004 715.87500000000011 736.8325000000001 84.744000000000014 2022.5000000000002 2022.5000000000002 1202.4650000000004 decision_type=9 2 2 9 1 2 2 2 2 2 2 2 2 left_child=10 2 3 4 11 9 7 8 -5 -6 -1 -2 -9 right_child=1 -3 -4 6 5 -7 -8 12 -10 -11 -12 -13 -14 leaf_value=-0.35337191962359243 0.75839482034955708 0.80822991111061793 -0.88400266663594684 -0.0078452076501108556 -0.032136928700060248 0.65991098169357543 0.60165208887170862 -0.64366815426657287 -0.6541258526802064 -0.57863186381079934 -0.77077943783539993 0.43561383849696106 -0.18684943244570779 leaf_weight=57 49 22 22 8524 249 31 27 31 25 33 52 57 21 leaf_count=57 49 22 22 8524 249 31 27 31 25 33 52 57 21 internal_value=0 -0.00408461 -0.00605966 -0.00392473 0.129025 -0.0205564 -0.0105185 -0.0124524 -0.00973514 -0.0960885 -0.506073 0.534408 -0.459184 internal_weight=0 9091 9069 9047 419 313 8628 8601 8549 282 109 106 52 internal_count=9200 9091 9069 9047 419 313 8628 8601 8549 282 109 106 52 cat_boundaries=0 2 4 5 cat_threshold=8192 65536 524288 83886080 1042 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=12 num_cat=1 split_feature=25 7 1 5 7 7 12 10 0 26 10 split_gain=290089 117742 426158 164999 111240 92815.3 87990.3 151381 90155.4 46434.7 27090.9 threshold=0 548.95500000000004 31.849500000000003 1279.9550000000002 426.65000000000009 729.18750000000011 486.41000000000003 736.8325000000001 1144.97 2022.5000000000002 42.190000000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=9 3 5 4 6 -3 7 8 -2 -1 -8 right_child=1 2 -4 -5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.34983820534589 -0.0009941395475691131 0.40390164422988889 1.4582619457244874 -0.91465874695777905 -0.55254319904623805 -0.46450159911066297 -0.21056178760528566 0.74709881605925388 -0.5594745728065228 -0.76307165498916918 -0.64677399337291719 leaf_weight=57 8842 20 25 20 37 32 35 27 29 52 24 leaf_count=57 8842 20 25 20 37 32 35 27 29 52 24 internal_value=0 -0.00404376 0.385332 -0.00737439 -0.00535686 -0.1305 -0.00309652 -0.000544311 -0.00281986 -0.501013 -0.388004 internal_weight=0 9091 77 9014 8994 52 8957 8898 8871 109 59 internal_count=9200 9091 77 9014 8994 52 8957 8898 8871 109 59 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=12 num_cat=3 split_feature=25 6 5 25 24 7 0 2 2 1 6 split_gain=284316 141591 163515 78014.3 254221 156359 129228 1.05375e+06 132042 85384.4 82091.5 threshold=0 1253.9725000000001 1279.9550000000002 1 2 66.112500000000011 831.91125000000011 68.280000000000015 947.25000000000011 84.744000000000014 485.55000000000001 decision_type=9 2 2 9 1 2 2 2 2 2 2 left_child=-1 2 3 4 -2 9 8 -8 10 -6 -5 right_child=1 -3 -4 6 5 -7 7 -9 -10 -11 -12 leaf_value=-0.49600250519624278 0.52899369568660337 0.79726513255726206 -0.86702463377605787 -0.0025537636386989198 -0.031675024291118944 0.65319579838264374 -1.7026378815968832 1.2606828556060792 -0.62040703310285295 -0.57299879175243962 -0.40893975212574007 leaf_weight=109 106 22 22 8493 249 31 30 20 35 33 50 leaf_count=109 106 22 22 8493 249 31 30 20 35 33 50 internal_value=0 -0.00400332 -0.00595149 -0.00385758 0.127777 -0.0202693 -0.0103862 -0.51731 -0.0074435 -0.0950214 -0.00493224 internal_weight=0 9091 9069 9047 419 313 8628 50 8578 282 8543 internal_count=9200 9091 9069 9047 419 313 8628 50 8578 282 8543 cat_boundaries=0 2 4 5 cat_threshold=8192 65536 524288 83886080 1042 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=11 num_cat=2 split_feature=25 6 5 19 12 12 25 5 26 12 split_gain=279142 138771 160263 77293.2 126774 280507 85793.7 53974.3 45510.6 2667.05 threshold=0 1253.9725000000001 1279.9550000000002 626.91500000000008 400.35000000000008 312.37500000000006 1 2.6535000000000006 2022.5000000000002 568.53250000000014 decision_type=9 2 2 2 2 2 9 2 2 2 left_child=8 2 3 4 5 6 -2 9 -1 -6 right_child=1 -3 -4 -5 7 -7 -8 -9 -10 -11 leaf_value=-0.34137979758413217 0.11835788571265306 0.78929249503395782 -0.85835441849448457 0.60216432662237263 -0.66358746445697292 1.1012080580255259 -0.012359650370090998 -0.012045558492342632 -0.75048090040683746 -0.52146333125329791 leaf_weight=57 524 22 22 21 23 23 8401 24 52 31 leaf_count=57 524 22 22 21 23 23 8401 24 52 31 internal_value=0 -0.00395748 -0.00588614 -0.00381316 -0.00522303 -0.00172397 -0.00456626 -0.406628 -0.491459 -0.581998 internal_weight=0 9091 9069 9047 9026 8948 8925 78 109 54 internal_count=9200 9091 9069 9047 9026 8948 8925 78 109 54 cat_boundaries=0 2 4 cat_threshold=8192 65536 34078848 83886080 is_linear=0 shrinkage=0.01 Tree=984 num_leaves=12 num_cat=2 split_feature=25 7 1 7 7 20 4 25 7 26 3 split_gain=273588 113701 413782 122192 121143 137155 100387 116778 91218 44605 32289 threshold=0 548.95500000000004 31.849500000000003 426.65000000000009 336.94125000000003 464.11500000000007 489.67750000000007 1 729.18750000000011 2022.5000000000002 164.55774000000002 decision_type=9 2 2 2 2 2 2 9 2 2 2 left_child=9 3 8 4 5 6 7 -2 -3 -1 -8 right_child=1 2 -4 -5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.33796599998808746 0.15711611313982443 0.40021609187126161 1.4359547721862793 -0.57305307162435437 0.62960274775822966 -0.83411059331893922 -0.46493393817015233 -0.010000744197007326 -0.46068237543106078 -0.74297609200844394 -0.050605684121449786 leaf_weight=57 430 20 25 38 30 20 62 8407 32 52 27 leaf_count=57 430 20 25 38 30 20 62 8407 32 52 27 internal_value=0 -0.00391674 0.378719 -0.00718966 -0.00479407 -0.00692149 -0.00506805 -0.00170252 -0.129568 -0.486545 -0.339239 internal_weight=0 9091 77 9014 8976 8946 8926 8837 52 109 89 internal_count=9200 9091 77 9014 8976 8946 8926 8837 52 109 89 cat_boundaries=0 2 4 cat_threshold=8192 65536 524416 83886080 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=17 num_cat=1 split_feature=4 0 0 3 25 0 0 19 3 1 1 1 3 0 3 1 split_gain=263945 188787 165737 140916 104256 189092 334167 112751 92310.1 83148.7 73951.5 46842.5 15382 11308.6 6249.98 2175.01 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 210.75000000000003 486.41000000000003 159.56250000000003 866.75000000000011 390.72000000000008 308.62500000000006 96.71250000000002 1164.6975000000002 55.656960000000005 652.50000000000011 492.37500000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 13 10 -6 -4 -10 14 -5 -11 right_child=-2 -3 11 8 9 6 -8 -9 12 15 -12 -13 -14 -15 -16 -17 leaf_value=0.057060764797335198 1.1572983474731446 -0.96324733734130863 0.83345751762390141 -0.39164706097708812 -0.0080765051590147956 0.78242751408707012 -0.35021905538198111 -0.47880660092830662 0.19027956919236616 -0.51127425718307495 0.60090817618370052 0.20867422103881836 -0.16899690336905995 -0.77002150433404115 -0.62488075976073743 -0.37256411722073191 leaf_weight=2137 20 20 30 27 6694 88 37 40 22 20 20 20 26 21 20 26 leaf_count=2137 20 20 30 27 6694 88 37 40 22 20 20 20 26 21 20 26 internal_value=0 0.00726492 0.00936832 0.00624032 0.0106736 0.0686341 0.447164 0.0472148 -0.340089 -0.00915186 -0.00626243 0.583544 -0.00432852 -0.577096 -0.490895 -0.432873 internal_weight=0 9248 9228 9178 9062 2302 125 2177 116 6760 6714 50 48 68 47 46 internal_count=9268 9248 9228 9178 9062 2302 125 2177 116 6760 6714 50 48 68 47 46 cat_boundaries=0 3 cat_threshold=50864384 35913763 134217728 is_linear=0 shrinkage=0.01 Tree=986 num_leaves=17 num_cat=2 split_feature=0 0 3 13 13 3 25 24 0 2 1 1 26 2 3 1 split_gain=185977 188185 195437 147447 471362 122385 95480 242107 423411 290508 76741 72558 61976.9 26848 41674.4 2618.76 threshold=1587.2775000000001 806.46500000000003 492.37500000000006 485.55000000000001 709.65000000000009 593.34250000000009 0 1 210.75000000000003 947.25000000000011 390.72000000000008 308.62500000000006 2022.5000000000002 90.300000000000026 890.22500000000014 492.37500000000006 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -4 7 8 -1 -9 11 -8 -3 14 -7 -12 right_child=-2 12 5 4 -6 13 10 9 -10 -11 15 -13 -14 -15 -16 -17 leaf_value=0.15107585088317069 -0.95361487197875971 0.18377097901843845 -1.0837770375338469 1.7524123935699465 -0.18231547397725723 0.22693153202533722 -0.0083339763752172807 -0.022092537628018424 1.1299766154999429 1.1907694659233092 -0.50616152191162112 0.59489908003807068 0.88291742146015173 -0.46626471916834511 -0.35467530299510275 -0.35263996610641479 leaf_weight=738 20 21 22 20 34 22 6595 1571 47 20 20 20 32 33 28 25 leaf_count=738 20 21 22 20 34 22 6595 1571 47 20 20 20 32 33 28 25 internal_value=0 0.0117324 0.0083076 0.0132626 0.53425 -0.42065 0.0101491 0.064422 0.207048 -0.00680324 -0.00929593 -0.00651014 0.605897 -0.244881 -0.0987683 -0.420872 internal_weight=0 9248 9195 9090 54 105 9036 2376 785 1591 6660 6615 53 83 50 45 internal_count=9268 9248 9195 9090 54 105 9036 2376 785 1591 6660 6615 53 83 50 45 cat_boundaries=0 3 4 cat_threshold=50864512 35913763 134250496 106 is_linear=0 shrinkage=0.01 Tree=987 num_leaves=17 num_cat=2 split_feature=4 0 0 3 25 24 0 2 3 1 1 1 2 3 3 1 split_gain=258711 181339 158997 135249 100076 273081 424017 291057 90535 79956.1 71041.4 46048.8 45335.6 28284.7 14990.9 2076.53 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 1 210.75000000000003 967.31750000000011 866.75000000000011 390.72000000000008 308.62500000000006 96.71250000000002 67.485000000000014 589.71000000000015 1164.6975000000002 492.37500000000006 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 12 10 -6 -4 13 -5 -10 -11 right_child=-2 -3 11 8 9 7 -8 -9 14 15 -12 -13 -14 -15 -16 -17 leaf_value=0.16366280273135961 1.1456706466674806 -0.94407873058319103 0.81932338841756192 -0.61783781876166666 -0.0079318025598843975 -0.025901372676965902 1.1539497804641723 1.1883811149597168 0.19143474232066762 -0.50109989261627197 0.58895011687278742 0.19985572624206543 -0.92908376227254452 -0.11530210179941994 -0.16324512901214455 -0.36556634151018585 leaf_weight=720 20 20 30 24 6694 1516 46 20 22 20 20 20 23 21 26 26 leaf_count=720 20 20 30 24 6694 1516 46 20 22 20 20 20 23 21 26 26 internal_value=0 0.00709569 0.00915718 0.00609345 0.0104366 0.0672232 0.220256 -0.0100251 -0.3332 -0.00898718 -0.00615378 0.571536 -0.567917 -0.383321 -0.000683521 -0.424494 internal_weight=0 9248 9228 9178 9062 2302 766 1536 116 6760 6714 50 68 45 48 46 internal_count=9268 9248 9228 9178 9062 2302 766 1536 116 6760 6714 50 68 45 48 46 cat_boundaries=0 3 4 cat_threshold=50864384 35913763 134217728 106 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=17 num_cat=2 split_feature=0 0 3 13 13 3 25 24 0 2 1 1 1 2 3 1 split_gain=178649 180744 189633 144035 462143 118593 91705.9 232452 407067 279299 73638 69699.2 34914.8 25949.2 41017.9 2528.63 threshold=1587.2775000000001 806.46500000000003 492.37500000000006 485.55000000000001 709.65000000000009 593.34250000000009 0 1 210.75000000000003 947.25000000000011 390.72000000000008 308.62500000000006 50.217500000000008 90.300000000000026 890.22500000000014 492.37500000000006 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -4 7 8 -1 -9 11 -8 -3 14 -7 -12 right_child=-2 12 5 4 -6 13 10 9 -10 -11 15 -13 -14 -15 -16 -17 leaf_value=0.14800608855275926 -0.93463792037963866 0.36030504292455212 -1.0671704809232192 1.7341375076770782 -0.18157718630398023 0.22539693612943995 -0.0081693686896806596 -0.021646511539067534 1.1078278072844161 1.1675851030349731 -0.49608890056610111 0.58306059026718138 0.87593490759531667 -0.45901953576189103 -0.3516102971402662 -0.3452324918270111 leaf_weight=738 20 29 22 20 34 22 6595 1571 47 20 20 20 24 33 28 25 leaf_count=738 20 29 22 20 34 22 6595 1571 47 20 20 20 24 33 28 25 internal_value=0 0.0114989 0.00814252 0.0130233 0.527947 -0.414398 0.00994611 0.0631356 0.202889 -0.0066552 -0.0091107 -0.00638183 0.593798 -0.241373 -0.0977271 -0.41228 internal_weight=0 9248 9195 9090 54 105 9036 2376 785 1591 6660 6615 53 83 50 45 internal_count=9268 9248 9195 9090 54 105 9036 2376 785 1591 6660 6615 53 83 50 45 cat_boundaries=0 3 4 cat_threshold=50864512 35913763 134250496 106 is_linear=0 shrinkage=0.01 Tree=989 num_leaves=17 num_cat=2 split_feature=4 0 0 3 25 24 0 2 3 1 1 1 2 3 3 1 split_gain=253381 174184 152626 129794 96060.7 262943 407749 280016 88799 76887.6 68245.8 45843.6 44055.2 26975.9 14609.9 1982.25 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 1 210.75000000000003 967.31750000000011 866.75000000000011 390.72000000000008 308.62500000000006 96.71250000000002 67.485000000000014 589.71000000000015 1164.6975000000002 492.37500000000006 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 12 10 -6 -4 13 -5 -10 -11 right_child=-2 -3 11 8 9 7 -8 -9 14 15 -12 -13 -14 -15 -16 -17 leaf_value=0.16050835291172066 1.1337161674499512 -0.92529151630401618 0.80718336931864421 -0.60594355920950571 -0.0077899073520193924 -0.025532679608715872 1.1316123066777768 1.165496065378189 0.19254264831542969 -0.49112801456451416 0.57722999238967898 0.18909782791137694 -0.9149174420470777 -0.11517204051926022 -0.15760084167122843 -0.35870726728095453 leaf_weight=720 20 20 30 24 6694 1516 46 20 22 20 20 20 23 21 26 26 leaf_count=720 20 20 30 24 6694 1516 46 20 22 20 20 20 23 21 26 26 internal_value=0 0.00693103 0.00895145 0.00594972 0.0102044 0.0658402 0.216005 -0.00995965 -0.326431 -0.0088257 -0.00604722 0.559949 -0.558888 -0.376917 0.00288159 -0.416282 internal_weight=0 9248 9228 9178 9062 2302 766 1536 116 6760 6714 50 68 45 48 46 internal_count=9268 9248 9228 9178 9062 2302 766 1536 116 6760 6714 50 68 45 48 46 cat_boundaries=0 3 4 cat_threshold=50864384 35913763 134217728 106 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=16 num_cat=3 split_feature=7 3 1 0 17 25 24 26 25 4 0 0 0 10 11 split_gain=317679 143881 383300 179730 105462 116070 387081 345296 118466 98101.7 85172.2 88166 65853.7 27717.9 43882.7 threshold=1158.4775000000002 593.34250000000009 42.190000000000005 1295.4950000000001 31.902000000000001 0 1 2022.5000000000002 2 21.101500000000005 831.91125000000011 561.34500000000014 173.32500000000002 82.90000000000002 31.602000000000004 decision_type=2 2 2 2 2 9 1 2 9 2 2 2 2 2 2 left_child=1 3 9 4 5 6 7 -1 -8 -3 11 -7 13 14 -6 right_child=-2 2 -4 -5 12 10 8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.12825367470176852 -0.98397111213568478 0.27213576188593203 1.3913856151368884 -0.80473867688860212 -0.20378672498837114 -0.0081084729571582487 -0.16099395038695499 1.2928077352271889 0.14479409293685869 -0.60218036049888246 -0.65929081344604501 0.48113128997184135 -0.79185150718688957 -0.49722603880840804 0.30933741593360903 leaf_weight=49 33 33 27 28 100 8247 210 53 289 21 20 37 20 23 20 leaf_count=49 33 33 27 28 100 8247 210 53 289 21 20 37 20 23 20 internal_value=0 -0.00105397 0.418544 -0.0047905 -0.00232043 0.00229348 0.135316 0.667886 0.0154711 -0.0678761 -0.00748792 -0.00592331 -0.254387 -0.179218 -0.118266 internal_weight=0 9177 81 9096 9068 8905 601 102 499 54 8304 8284 163 143 120 internal_count=9210 9177 81 9096 9068 8905 601 102 499 54 8304 8284 163 143 120 cat_boundaries=0 2 3 4 cat_threshold=17309696 268500993 3 532480 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=14 num_cat=2 split_feature=5 1 0 3 1 4 17 25 24 0 0 3 11 split_gain=610911 165606 196399 192859 519840 122744 101400 123252 407235 160444 42650 37257.4 24654 threshold=1341.6425000000002 947.25000000000011 429.49500000000006 593.34250000000009 14.700000000000001 1205.5225000000003 31.902000000000001 0 1 866.75000000000011 99.902500000000018 904.12500000000011 54.499460000000006 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 3 -3 5 11 6 7 8 -1 -9 12 -5 -8 right_child=-2 2 -4 4 -6 -7 10 9 -10 -11 -12 -13 -14 leaf_value=0.59804858710141784 -1.4793835524150305 -0.076911217868328094 -1.3401364111900329 0.31534877306222919 1.8886102397441864 -0.7834040447473527 -0.24041981314057889 -0.0014800015241347364 -0.014760518079960204 -0.70014100103667287 -0.64711237658625065 -0.24185726435047886 0.12495909116484903 leaf_weight=139 28 32 20 20 20 20 115 8303 405 33 23 30 22 leaf_count=139 28 32 20 20 20 20 115 8303 405 33 23 30 22 internal_value=0 -3.27543e-05 -0.562767 0.0031723 0.526049 -0.000867586 0.00086369 0.00535929 0.14979 -0.00424073 -0.248642 -0.0189748 -0.181746 internal_weight=0 9182 52 9130 70 9060 9040 8880 544 8336 160 50 137 internal_count=9210 9182 52 9130 70 9060 9040 8880 544 8336 160 50 137 cat_boundaries=0 3 4 cat_threshold=17309824 65537 2048 515 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=23 num_cat=3 split_feature=5 3 26 17 25 24 6 26 6 6 9 10 6 8 8 24 18 26 26 17 2 26 split_gain=598759 119469 274750 122131 112120 534463 133349 154860 92574.7 81597.9 96389.8 61396.3 42547.8 31386 26820.5 25549.6 24650.4 22429.1 19921.8 17156.1 10096.3 138.416 threshold=1341.6425000000002 593.34250000000009 2022.5000000000002 31.902000000000001 0 1 1.57605 2022.5000000000002 422.52500000000009 280.87500000000006 690.66750000000013 85.544000000000025 331.12500000000006 132.33750000000001 52.345500000000008 2 95.460000000000008 2022.5000000000002 2022.5000000000002 453.62500000000006 14.851500000000001 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 9 10 -6 13 -11 16 17 18 19 -10 -7 -5 -4 -17 right_child=-2 2 20 11 8 15 -8 -9 14 12 -12 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 leaf_value=0.2999290952182585 -1.4645897333962576 1.0819669194654986 -0.26338007231553395 -0.10654147543013096 -0.0046891003819647557 0.0510086687287288 -0.2535745960409227 0.81172129093018253 -0.021002506659581113 0.67998469783709592 -0.66748672181909741 -0.67398318936747881 0.08953079430953316 0.17486317338333243 -0.6556600495747158 -0.31146336473524572 -0.56461877918243408 -0.41927064111155854 -0.19285232249480577 -0.43711930418014527 0.040839698791503905 -0.2904984889876458 leaf_weight=124 28 33 24 73 8271 67 23 113 26 26 22 31 23 21 21 64 20 31 67 20 20 62 leaf_count=124 28 33 24 73 8271 67 23 113 26 26 22 31 23 21 21 64 20 31 67 20 20 62 internal_value=0 -2.60741e-05 0.392215 -0.00334322 0.0016324 0.142708 0.455865 0.543948 -0.00724102 -0.00404333 -0.0064474 -0.272931 0.402833 -0.18015 -0.350158 -0.175734 -0.246126 -0.237604 -0.0659967 -0.177633 -0.125098 -0.279004 internal_weight=0 9182 77 9105 8940 520 260 237 8420 8342 8293 165 49 134 78 260 113 57 134 93 44 126 internal_count=9210 9182 77 9105 8940 520 260 237 8420 8342 8293 165 49 134 78 260 113 57 134 93 44 126 cat_boundaries=0 3 4 5 cat_threshold=532608 65537 2048 915 3080 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=14 num_cat=2 split_feature=5 1 0 3 1 4 17 25 24 0 0 3 11 split_gain=586844 162120 192135 186201 508638 120162 97290.8 115732 694945 118720 41699.9 36644.4 24323.6 threshold=1341.6425000000002 947.25000000000011 429.49500000000006 593.34250000000009 14.700000000000001 1205.5225000000003 31.902000000000001 0 1 866.75000000000011 99.902500000000018 904.12500000000011 54.499460000000006 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 3 -3 5 11 6 7 8 -1 -9 12 -5 -8 right_child=-2 2 -4 4 -6 -7 10 9 -10 -11 -12 -13 -14 leaf_value=0.83222240782620616 -1.4499438156400408 -0.076252966225147253 -1.3256901092529296 0.30935986375808716 1.8647185460329057 -0.77508687007427213 -0.23564187839108963 -1.8990335347390701e-05 -0.096090117580663992 -0.58363142667497903 -0.63751660222592565 -0.24324316525459289 0.12728034734725951 leaf_weight=104 28 32 20 20 20 20 115 8467 274 35 23 30 22 leaf_count=104 28 32 20 20 20 20 115 8467 274 35 23 30 22 internal_value=0 -2.58137e-05 -0.556806 0.00314533 0.516918 -0.000824216 0.000888754 0.00529233 0.174185 -0.00241869 -0.24351 -0.022202 -0.177362 internal_weight=0 9182 52 9130 70 9060 9040 8880 378 8502 160 50 137 internal_count=9210 9182 52 9130 70 9060 9040 8880 378 8502 160 50 137 cat_boundaries=0 2 3 cat_threshold=532608 1 515 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=16 num_cat=3 split_feature=5 1 0 3 1 17 25 24 25 0 0 10 11 16 3 split_gain=575172 158899 188311 182490 498516 94025.4 114276 319685 213787 153376 102217 44907.6 50196.1 37616.5 35915.2 threshold=1341.6425000000002 947.25000000000011 429.49500000000006 593.34250000000009 14.700000000000001 31.902000000000001 0 1 2 866.75000000000011 509.79100000000005 66.112500000000011 31.602000000000004 14.796000000000001 904.12500000000011 decision_type=2 2 2 2 2 2 9 1 9 2 2 2 2 2 2 left_child=1 3 -3 5 14 6 7 -1 -9 10 -8 12 13 -7 -5 right_child=-2 2 -4 4 -6 11 9 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.58655599681854254 -1.4354443856648036 -0.075490428805351256 -1.3124332103729248 0.30626624378561973 1.8460713316202162 -0.13632240767420339 -0.0065269870812934769 -0.22095615869923815 0.17931005456163523 -0.68705061074459195 0.47675567334348506 -0.58982176399230957 0.3002399837970734 -0.56084370544978546 -0.24081074277559919 leaf_weight=115 28 32 20 20 20 82 8167 209 332 33 44 30 20 28 30 leaf_count=115 28 32 20 20 20 82 8167 209 332 33 44 30 20 28 30 internal_value=0 -1.75373e-05 -0.551238 0.00312194 0.511749 -0.000807848 0.00351155 0.129511 0.0234748 -0.0066636 -0.00393724 -0.241074 -0.160594 -0.244382 -0.0219799 internal_weight=0 9182 52 9130 70 9060 8900 656 541 8244 8211 160 130 110 50 internal_count=9210 9182 52 9130 70 9060 8900 656 541 8244 8211 160 130 110 50 cat_boundaries=0 2 3 4 cat_threshold=17309824 268500993 3 532480 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=17 num_cat=1 split_feature=14 13 1 1 25 4 12 7 2 0 7 26 14 14 14 14 split_gain=219040 481609 391971 180818 206847 161850 161236 370259 133697 101673 65016.5 10178.9 7380.67 5580.57 7283.49 1817.57 threshold=52.345500000000008 548.95500000000004 324.54200000000009 1236.1260000000004 0 1205.5225000000003 312.37500000000006 96.632500000000022 1013.1050000000001 59.492500000000014 52.345500000000008 2022.5000000000002 177.35000000000002 683.23000000000013 348.75000000000006 86.350000000000023 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 11 6 8 -8 -6 10 12 -1 15 14 -14 -2 right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 leaf_value=-0.24425069327748153 -0.0047015682625628653 1.2720342791875205 -1.5770142812349579 0.76529256943733459 0.0040268909291623304 -0.7650490885972977 0.04469843007900097 1.6374826927185058 0.66193240811747889 -0.67011061107411107 0.35144605747858687 -0.38155140462322773 -0.19108846480505809 -0.088274374462309346 -0.42665856497628346 -0.11958847942948342 leaf_weight=109 21 30 22 31 8578 27 54 20 31 34 30 107 35 21 21 40 leaf_count=109 21 30 22 31 8578 27 54 20 31 34 30 107 35 21 21 40 internal_value=0 0.007122 -0.309458 0.00288538 0.000237541 0.00797817 0.0103911 0.475181 0.00639593 -0.171408 -0.0704796 -0.298448 -0.162203 -0.227295 -0.279427 -0.0800372 internal_weight=0 8987 224 8957 8926 8710 8683 74 8609 202 168 216 138 77 56 61 internal_count=9211 8987 224 8957 8926 8710 8683 74 8609 202 168 216 138 77 56 61 cat_boundaries=0 2 cat_threshold=8192 67108864 is_linear=0 shrinkage=0.01 Tree=996 num_leaves=14 num_cat=2 split_feature=5 4 25 0 24 26 1 1 10 0 5 26 26 split_gain=234446 234745 160774 370953 148143 125917 113977 195741 144462 122083 51361 53218.7 9467.64 threshold=1435.0600000000002 1422.3575000000001 0 47.808000000000007 1 2022.5000000000002 1341.6425000000002 904.12500000000011 947.25000000000011 1205.5225000000003 47.808000000000007 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 -5 7 8 9 -4 11 -6 -1 right_child=-2 -3 6 5 10 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.14843492334964228 1.0809476947784424 -1.0851320152282715 0.0082069781388737044 1.0950652415935809 -0.32411710227993751 0.11089568871718188 -0.74514045238494875 0.99879267549514772 0.85727032279968263 -0.77398590087890629 0.044505899169228293 -0.6090823140836531 -0.046207639976423617 leaf_weight=51 20 20 8654 26 139 26 20 20 20 20 22 124 49 leaf_count=51 20 20 8654 26 139 26 20 20 20 20 22 124 49 internal_value=0 -0.0029245 -0.000564436 -0.185544 -0.296866 0.60298 0.00889317 0.010634 0.00836081 0.00640344 -0.405422 -0.458473 0.0482364 internal_weight=0 9191 9171 437 385 52 8734 8714 8694 8674 285 263 100 internal_count=9211 9191 9171 437 385 52 8734 8714 8694 8674 285 263 100 cat_boundaries=0 2 3 cat_threshold=532480 67108864 2184 is_linear=0 shrinkage=0.01 Tree=997 num_leaves=19 num_cat=2 split_feature=14 13 1 1 25 4 3 0 0 0 7 24 26 14 14 14 26 14 split_gain=214831 471322 385180 178332 199208 156477 124299 296644 132209 99643.5 63493.4 49961.9 7362.52 7198.4 5434.23 7090.78 3648.96 1776.81 threshold=52.345500000000008 548.95500000000004 324.54200000000009 1236.1260000000004 0 1205.5225000000003 593.34250000000009 13.003400000000001 831.91125000000011 59.492500000000014 52.345500000000008 1 2022.5000000000002 177.35000000000002 683.23000000000013 348.75000000000006 2022.5000000000002 86.350000000000023 decision_type=2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 9 4 11 6 8 -8 -6 10 13 16 -13 17 15 -15 -1 -2 right_child=2 -3 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 leaf_value=-0.065204846064249672 -0.0047107102012350442 1.2583896487553916 -1.5629926941340619 0.76001546705922784 0.0095960619513533428 -0.75225266861694839 -0.0045051387151082353 1.4591994152069092 -0.56665285301208501 -0.66331586304832912 0.34725528691212343 -0.41204316286607223 -0.57801029031093309 -0.18890691702706475 -0.087439168294270841 -0.42133961427779426 -0.18092776385220613 -0.11830220910906793 leaf_weight=54 21 30 22 31 8578 27 45 20 40 34 30 55 52 35 21 21 55 40 leaf_count=54 21 30 22 31 8578 27 45 20 40 34 30 55 52 35 21 21 55 40 internal_value=0 0.00705914 -0.306464 0.00286802 0.000238443 0.00783479 0.0102073 0.445865 0.00692143 -0.169615 -0.0696991 -0.292881 -0.450589 -0.160341 -0.224625 -0.276069 -0.113211 -0.0791969 internal_weight=0 8987 224 8957 8926 8710 8683 65 8618 202 168 216 107 138 77 56 109 61 internal_count=9211 8987 224 8957 8926 8710 8683 65 8618 202 168 216 107 138 77 56 109 61 cat_boundaries=0 2 3 cat_threshold=8192 67108864 2506 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=17 num_cat=2 split_feature=25 0 3 4 3 24 4 0 26 4 3 26 26 4 11 26 split_gain=175630 357586 225784 393834 158535 145127 127437 353151 132592 156862 103152 98526.7 48837.2 47072.3 13571.3 11664.5 threshold=0 47.808000000000007 1164.6975000000002 1065.8000000000002 593.34250000000009 1 344.21500000000003 831.91125000000011 2022.5000000000002 486.41000000000003 436.23750000000007 2022.5000000000002 2022.5000000000002 540.74500000000012 13.620000000000003 2022.5000000000002 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 6 15 7 10 9 -8 -2 -3 -7 -10 -14 -1 right_child=2 11 -4 -5 -6 12 8 -9 13 -11 -12 -13 14 -15 -16 -17 leaf_value=0.14723595595827291 0.0077751071018080957 0.95916830687687316 -0.82906585099175578 1.1028357999523482 0.63642474007606509 -0.29512267175214046 1.4328315591812133 -0.94812106156960507 -0.18990430606134009 0.18038751816749574 -0.56105203863233333 0.11140868260310245 -0.59485271597296241 0.37903372196050789 -0.31397924375534059 -0.06664046759698905 leaf_weight=51 8491 29 32 33 40 145 20 39 33 20 32 26 123 26 20 51 leaf_count=51 8491 29 32 33 40 145 20 39 33 20 32 26 123 26 20 51 internal_value=0 -0.192124 0.0093734 0.012456 0.00832059 -0.302895 0.00541975 0.00129503 0.362146 0.80661 0.00563942 0.558409 -0.410199 0.0608141 -0.55557 0.0366997 internal_weight=0 445 8766 8734 8701 390 8661 8562 99 40 8523 55 288 59 143 102 internal_count=9211 445 8766 8734 8701 390 8661 8562 99 40 8523 55 288 59 143 102 cat_boundaries=0 2 3 cat_threshold=532480 67108864 2184 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=17 num_cat=2 split_feature=5 25 0 26 14 1 1 0 9 25 3 26 0 11 10 14 split_gain=230144 142716 415855 148750 126937 199092 152905 128402 91041.4 93930.7 81361.2 105504 59423.7 38110.8 35236.7 9325.44 threshold=1435.0600000000002 0 47.808000000000007 2022.5000000000002 52.345500000000008 114.75000000000001 1236.1260000000004 831.91125000000011 817.62000000000012 1 252.82950000000002 2022.5000000000002 74.355000000000004 14.655000000000003 72.313140000000018 91.390500000000017 decision_type=2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 10 -4 6 12 7 8 9 -3 11 -1 13 15 -13 -6 right_child=-2 4 3 -5 5 -7 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 leaf_value=-0.16714370929180308 1.0709959487915039 0.075591102620312295 1.1700299792819553 0.11029460760263296 0.090873280372470625 -1.0091311866507449 0.79279085083007816 -0.57823133932577597 -0.63031276746229692 -0.0041313597397839141 0.26955374936262766 -0.4573578030832352 -0.61127055940173924 0.35175607692627681 -0.90335898423194894 -0.14403659348914383 leaf_weight=188 20 1897 27 26 20 29 25 37 22 6570 24 155 21 21 20 109 leaf_count=188 20 1897 27 26 20 29 25 37 22 6570 24 155 21 21 20 109 internal_value=0 -0.00288585 -0.176562 0.65016 0.00604144 -0.242986 0.011873 0.00958321 0.0121452 0.0138146 -0.294345 -0.331627 -0.113055 -0.0433043 -0.508329 -0.107616 internal_weight=0 9191 440 53 8751 200 8551 8526 8489 8467 387 363 171 150 175 129 internal_count=9211 9191 440 53 8751 200 8551 8526 8489 8467 387 363 171 150 175 129 cat_boundaries=0 2 5 cat_threshold=532480 67108864 285213056 2147549185 134217744 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=2551 precio_total_lag_2=1810 precio_total_lag_3=1232 marca_id_encoded=1185 precio_total_lag_5=1071 precio_total_lag_6=981 precio_total_lag_4=883 año=784 precio_total_lag_11=734 mes=680 precio_total_lag_8=450 precio_total_lag_7=385 precio_total_lag_13=374 precio_total_lag_9=367 precio_total_lag_12=265 precio_total_lag_10=236 precio_total_lag_14=218 precio_total_lag_19=196 precio_total_lag_20=187 precio_total_lag_15=164 precio_total_lag_18=113 precio_total_lag_17=63 precio_total_lag_21=62 precio_total_lag_16=60 precio_total_lag_23=4 precio_total_lag_22=3 parameters: [boosting: gbdt] [objective: regression] [metric: rmse] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 1000] [learning_rate: 0.01] [num_leaves: 64] [num_threads: 0] [seed: 0] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 7] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 3] [feature_fraction: 0.8] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [extra_trees: 0] [extra_seed: 6] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 1] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: 24,25,27] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 5] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], [3, 4, 5, 9, 10, 12, 13, 14, 15, 16, 19, 21, 23, 25, 28, 29, 31, 37, 39, 40, 41, 42, 44, 49, 50, 52, 53, 57, 58, 62, 63, 64, 66, 68, 69, 72, 74, 75, 77, 78, 79, 83, 85, 89, 91, 93, 96, 98, 99, 101, 103, 105, 109, 110, 115, 118, 119, 121, 123, 124, 128, 129, 131, 134, 136, 138, 139, 140, 142, 144, 146, 152, 153, 154, 160, 161, 162, 164, 165, 168, 171, 173, 187, 191, 208, 230, 247, 253, 268, 273, 277, 278], [1]]