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 -1:8:93:68:65:3:31:92:23:19:33:36:37:90:60:45:4:15:58:21:28:38:44:46:22:26:59:11:34:39:43:57:10:12:13:25:32:42:78:76:2:6:7:14:16:30:50:56:61:81:0:1:9:24:27:35:41:47:48:53:62:70:80:5:17:18:20:29:40:49:51:52:54:55:66:67:71:72:73:79:83:84:85:63:64:69:74:75:77:82:88:91:87:86 [2022:2023] none tree_sizes=3405 3232 3231 3306 3306 3710 1931 3042 3055 3871 2998 2994 3072 3075 3104 2751 1623 1962 2913 3126 2633 3097 2637 2562 1607 2043 2198 3223 3161 3715 2923 2899 2890 2875 2817 1809 3667 4583 3953 4003 3459 3461 2045 3548 3540 3458 3284 3378 3294 3212 2893 2330 3052 2797 2013 2339 2554 2567 2213 2997 2264 2661 1708 2668 2427 3912 1955 3177 3666 3528 2657 1394 2910 2246 2254 2172 2082 2698 1630 3077 1709 3023 2913 2664 2751 1680 2758 1870 1709 1602 2799 3137 3613 3320 2892 3247 4080 3357 3974 4086 4336 2609 1866 1687 2841 2244 1989 2085 2242 2248 2723 2785 2794 2491 2169 2504 2276 2141 1719 2377 3158 1532 2321 2192 3922 2466 3009 2467 2550 2385 1838 1467 1628 2152 3861 1666 3016 1643 3099 994 2669 2421 1879 1880 3622 2690 2208 2088 1809 2198 1451 1530 1600 2579 1603 2174 1055 1768 2177 2494 2403 2880 2808 1865 3080 1751 1045 1049 1758 1622 2555 2325 1537 2740 1296 1663 1831 1253 1157 1416 2169 2170 2461 2175 2404 1966 2032 2448 1950 1618 1174 1478 1569 1393 1486 980 1260 1177 2144 1190 1165 1324 2559 1412 1323 1053 1895 891 1052 1015 1604 1494 1732 1851 2497 1395 1323 1119 1318 1701 969 890 969 890 1048 3443 1766 2688 1230 2244 1677 1669 1084 1408 1741 1384 1336 1343 1066 1301 1288 1371 1212 1281 1206 1144 963 990 970 970 2069 2222 2750 2654 2067 1189 1341 1340 1075 1085 1572 1962 2116 1292 1394 1001 1290 894 986 1008 1054 1963 1770 915 1894 1111 1077 1306 1467 1233 964 1126 1224 1298 964 1243 1242 1086 1364 1394 1084 1139 1052 1386 1141 965 962 880 1089 1482 1259 1561 876 1178 1247 1129 1242 1204 929 1001 934 896 899 1478 892 1646 1711 920 1373 974 1368 1200 1240 1235 1232 1295 1212 1135 1280 1128 1494 1392 981 975 1318 1098 2212 1808 1066 1308 1363 1395 1397 1486 1481 1642 1129 1368 1469 1290 1225 953 955 1463 1237 1333 1406 1158 1156 1302 1041 933 1173 1159 1569 890 894 891 938 892 1043 1246 1160 1082 1214 1059 966 992 1237 1326 1045 1544 1221 1045 1303 1737 1243 1262 1744 1253 874 1079 1116 924 1323 1053 1778 1063 1061 1056 1045 1480 930 878 921 916 892 999 1214 1301 1394 1078 965 890 1405 1107 1311 1255 1132 1113 1166 1114 1152 1084 1146 926 921 927 843 928 973 1050 884 1050 913 984 980 1467 1381 983 1049 1165 1250 1047 1048 1367 1127 1193 1194 1478 896 974 1144 976 1416 1401 1544 1298 1055 1240 1217 1398 977 1237 973 891 1211 995 891 1231 1792 1803 1794 1069 1813 1120 893 1195 1071 1446 1649 917 1071 1234 1131 987 1058 905 999 909 1410 1647 1408 1165 1254 1464 923 1477 922 976 1240 1241 1085 1401 1322 1496 1381 1405 1740 1157 1053 813 814 812 813 1081 1081 1482 1150 996 1798 1792 2159 2234 1096 972 910 1003 915 1842 1641 1482 1871 1866 1481 1017 1284 1125 1192 1481 891 1083 1519 890 1416 916 965 1042 967 808 1334 881 1291 1374 1197 885 892 886 972 969 1533 1541 1465 1543 1356 1331 833 1133 1433 1537 1181 1874 1156 1154 1112 1000 969 1000 1154 989 1007 843 1000 921 1001 1223 1053 1343 815 1225 1155 974 976 977 1695 1487 1076 913 1066 914 1554 1163 1323 1484 1399 2059 1631 984 1480 1728 1293 1681 1132 1134 1376 1311 810 889 887 1006 1043 964 1211 1035 899 1587 1335 1815 1500 1330 972 1057 963 962 974 1394 1257 1393 1240 1203 1126 1126 886 1124 885 918 883 882 915 884 1160 1165 1055 1087 1056 1598 1133 1489 1181 1482 1093 1166 1011 1424 1245 1796 1709 1902 1707 1786 1124 1073 1047 1045 1045 1918 999 999 970 1480 804 995 960 1134 970 1169 1172 1137 1169 1172 1043 908 1051 912 819 894 1056 896 1474 1411 992 1147 922 1157 1156 1397 1567 1322 1409 1316 1166 1171 1082 1162 1248 1002 881 910 1133 1326 1241 1319 1167 1161 972 1322 977 1068 1085 1067 960 907 879 1380 1951 1291 1407 1404 1239 1257 1012 915 974 1010 1092 1321 1400 1053 1482 1573 1872 1378 1522 1676 1449 1978 1972 1404 969 1806 814 814 816 814 821 1009 979 1083 996 975 1488 997 1310 887 841 1667 1934 1839 1372 1947 1489 1500 1969 1581 1500 1068 894 918 968 967 902 1056 1013 1008 1092 990 916 879 996 911 1124 1171 1128 894 1127 1047 999 993 1161 1004 1239 1241 1457 1391 842 1496 883 1400 1494 1364 1336 966 1055 1626 965 893 890 1130 972 974 1131 1125 1473 1129 1172 1107 1141 1110 1413 1065 2129 1505 1403 1002 1236 1088 1162 1079 1054 1052 1135 1143 1143 1258 1318 978 1141 980 1410 983 1526 1306 1306 1474 1635 1157 1423 1281 1286 1156 1370 1495 1227 1288 1716 1534 1080 998 917 995 1178 881 1484 1233 1409 1414 1157 1250 1398 1162 839 841 1155 998 817 885 1008 988 997 885 1319 1248 1252 1086 1647 1668 1213 977 1715 976 1179 1177 1231 1146 1155 975 973 1079 976 998 2286 1580 1981 1004 2538 1470 945 1164 1070 882 1311 1406 1407 1053 1407 1158 1061 819 1078 1000 956 972 1042 1049 1038 1134 1053 1052 1131 1053 2080 1595 1625 1579 1425 962 1635 1799 1557 1481 1171 1666 1328 1885 1128 1122 966 997 914 995 1312 1421 1468 1154 1468 1161 1243 890 916 1242 1402 1075 1315 1411 1169 1587 1576 1582 1587 1578 1489 1235 1397 1399 1327 1583 1326 1744 1486 1824 Tree=0 num_leaves=40 num_cat=5 split_feature=0 25 2 0 10 0 7 7 4 3 25 10 10 2 3 2 0 0 26 6 0 25 0 26 8 3 10 25 25 0 6 26 0 4 0 0 2 0 0 split_gain=1.59644e+07 9.55324e+06 6.06028e+06 2.98913e+06 2.10004e+06 1.21562e+06 1.16209e+06 2.48011e+06 1.0095e+06 891424 604813 597586 1.01368e+06 495934 394480 429179 392630 209106 204568 200432 179147 159847 283780 177757 130465 102721 95669.9 67287.8 63064.5 31527.3 28905.5 23439.3 13538.4 12170.1 11654.2 8161.28 7437.11 4834.13 2149.58 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 2.6721240000000006 217.52000000000004 462.80000000000007 13.003400000000001 2022.5000000000002 194.45000000000002 284.92500000000007 2 218.97000000000003 2022.5000000000002 48.386500000000005 362.12500000000006 523.74000000000012 3 4 33.705000000000005 283.87500000000006 2022.5000000000002 190.53000000000003 256.61250000000007 228.76800000000003 27.198000000000004 129.39000000000001 56.900000000000006 134.19600000000003 decision_type=2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 10 13 -8 14 21 19 12 -6 17 16 -16 20 -1 -15 25 -5 22 38 -24 30 27 -14 -3 29 33 -21 32 -23 -12 -33 36 -30 -37 -7 right_child=2 5 -4 8 11 9 7 -9 -10 -11 28 -13 26 18 15 -17 -18 -19 -20 24 -22 31 23 -25 -26 -27 -28 -29 35 -31 -32 34 -34 -35 -36 37 -38 -39 -40 leaf_value=29.225977074687261 31.530675651282692 28.958390917984836 37.917405925580944 31.132845175255426 32.165521953706417 28.961724255988088 33.413346260161106 28.9266142628198 32.903197051069228 30.932763008172284 28.754974675602803 32.498674211332286 29.391448127699849 30.573709373909104 29.039831341891574 30.997370197308008 30.36275593889 29.941843109415732 29.586447982352155 28.910214263322374 32.439047624145743 29.311756225098257 30.748566467612939 29.541695017131332 30.085191762754405 29.386840431923908 30.278556791135756 28.835534774684835 28.67700478512436 29.1320794753989 29.348476032311687 28.807944023888702 29.022258551836526 29.003514262983288 29.01966042340246 28.826760691723514 28.870341262170758 28.655847310767182 29.094698127638321 leaf_weight=799 39 618 24 21 26 20 22 28 25 34 1321 20 31 41 24 21 36 43 43 27 21 30 23 26 20 39 20 1613 3845 23 34 52 35 20 52 59 20 23 31 leaf_count=799 39 618 24 21 26 20 22 28 25 34 1321 20 31 41 24 21 36 43 43 27 21 30 23 26 20 39 20 1613 3845 23 34 52 35 20 52 59 20 23 31 internal_value=28.9421 28.9126 33.9637 29.7326 29.5553 28.7861 29.4158 30.9008 31.0713 29.4071 28.7613 30.9586 30.5586 29.3356 30.6989 29.9533 31.1291 29.2625 30.0683 28.8957 31.7859 29.2143 29.5081 30.1082 29.3843 28.8781 29.7393 28.8692 28.7024 28.7663 29.1545 29.0033 29.1559 28.7587 28.9138 28.6808 28.678 28.7788 29.0426 internal_weight=0 9186 63 1221 1073 7965 976 50 148 303 7662 97 77 926 123 45 78 842 84 2351 42 269 100 49 81 2270 51 2231 5311 1364 61 169 65 1341 104 3947 3865 82 51 internal_count=9249 9186 63 1221 1073 7965 976 50 148 303 7662 97 77 926 123 45 78 842 84 2351 42 269 100 49 81 2270 51 2231 5311 1364 61 169 65 1341 104 3947 3865 82 51 cat_boundaries=0 2 5 8 10 13 cat_threshold=524672 1 295698432 2500133024 536871440 2155872256 32 536870912 25165824 2231435296 2249261056 1223688258 18682180 is_linear=0 shrinkage=1 Tree=1 num_leaves=37 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 2 10 10 25 26 24 0 6 5 26 24 0 3 25 25 26 0 4 6 2 0 26 0 26 0 split_gain=1.56467e+07 9.36315e+06 6.0582e+06 5.93968e+06 2.42875e+06 1.88849e+06 1.23779e+06 1.19143e+06 1.4273e+06 1.0317e+06 644970 615120 607889 996960 592753 482156 348334 336191 196447 210770 169702 144563 108480 100678 65958.7 61809.5 61636.4 30899.9 11927.9 9076.06 8013.55 6852.67 5365.57 5346.27 12830 3344.04 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 164.55774000000002 210.75000000000003 744.3325000000001 1 2022.5000000000002 2 240.75000000000003 194.45000000000002 96.632500000000022 2022.5000000000002 3 218.97000000000003 362.12500000000006 4 5 2022.5000000000002 33.705000000000005 256.61250000000007 366.17750000000007 107.39000000000001 27.198000000000004 2022.5000000000002 210.75000000000003 2022.5000000000002 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 11 17 14 21 -8 -10 16 -7 -14 18 -13 -1 -6 23 29 -19 22 32 24 -3 27 -24 28 -16 -20 31 -27 -9 34 -23 -35 right_child=3 7 -4 -5 6 12 9 8 10 -11 -12 15 13 -15 25 -17 -18 20 19 -21 -22 33 26 -25 -26 30 -28 -29 -30 -31 -32 -33 -34 35 -36 -37 leaf_value=-0.16025797027478117 2.5626546629881251 0.016095329971070504 6.1136317897978278 8.8855175813039153 0.16142607212066651 3.1911524537893445 5.0137747898101805 0.15882677990457286 3.0682966445922855 1.8756094256314364 0.96528593308585031 1.9529387913193814 0.50773155385797675 3.0768613831893261 -0.1852893344409352 0.49493145664532984 0.39980657908214134 1.1600566601753235 0.027107361687554257 1.2731027091633191 2.0932448246604518 0.082410928090413407 1.0835804852572355 0.44025776398487582 -0.10554140883596018 -0.26246055363933907 0.4353149353374135 0.18804441534954572 0.060764869689941409 0.28141510175622025 -0.080946565628051761 -0.16895010872185232 -0.044185044288635254 -0.29581382144581186 -0.20768151952374367 -0.14298588450362043 leaf_weight=129 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1321 48 747 40 36 22 38 30 22 39 1613 3842 44 23 20 23 25 80 30 22 31 41 leaf_count=129 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1321 48 747 40 36 22 38 30 22 39 1613 3842 44 23 20 23 25 80 30 22 31 41 internal_value=0 -0.0292766 0.782525 4.97136 0.695751 0.532254 1.93366 -0.154511 0.460318 3.36997 1.84154 0.401356 1.89331 1.38967 -0.179026 1.18388 0.320066 1.3181 -0.0459801 0.437737 1.61469 0.119276 0.351319 -0.0634431 -0.0722482 -0.237388 0.651403 -0.17411 -0.18162 0.126244 -0.25876 -0.260553 0.0439144 -0.121911 -0.0650131 -0.196354 internal_weight=0 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1364 1341 59 3947 3922 53 124 61 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1364 1341 59 3947 3922 53 124 61 63 cat_boundaries=0 2 5 6 7 9 12 cat_threshold=524672 1 295698432 2500133024 536871440 2176 3111 25165824 2231435296 2249261056 1223688258 18682180 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=37 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 2 10 10 25 26 24 0 6 5 26 24 0 3 25 25 26 0 4 6 2 0 26 0 26 0 split_gain=1.53353e+07 9.17723e+06 5.9376e+06 5.82148e+06 2.38034e+06 1.85085e+06 1.21316e+06 1.16773e+06 1.3989e+06 1.01117e+06 632136 602840 595792 977121 580934 472561 343109 329500 192541 206576 166325 141686 106321 98676.5 64655.9 60579.5 60409.8 30285 11690.6 8895.45 7854.08 6716.31 5258.8 5239.88 12574.7 3277.49 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 164.55774000000002 210.75000000000003 744.3325000000001 1 2022.5000000000002 2 240.75000000000003 194.45000000000002 96.632500000000022 2022.5000000000002 3 218.97000000000003 362.12500000000006 4 5 2022.5000000000002 33.705000000000005 256.61250000000007 366.17750000000007 107.39000000000001 27.198000000000004 2022.5000000000002 210.75000000000003 2022.5000000000002 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 11 17 14 21 -8 -10 16 -7 -14 18 -13 -1 -6 23 29 -19 22 32 24 -3 27 -24 28 -16 -20 31 -27 -9 34 -23 -35 right_child=3 7 -4 -5 6 12 9 8 10 -11 -12 15 13 -15 25 -17 -18 20 19 -21 -22 33 26 -25 -26 30 -28 -29 -30 -31 -32 -33 -34 35 -36 -37 leaf_value=0.012151914996184487 2.5370280627715283 0.015936949237896379 6.0524956185477121 8.7966622392336529 0.1598117952346802 3.159240928063026 4.9636369915008549 0.15723852074664574 3.0376137207031251 1.8568533290516245 0.95563306624548772 1.9334094185052917 0.50265425205230718 3.0460927399345064 -0.18343643995147144 0.48998214205106105 0.44582635544567573 1.1484560918807984 0.0268362914191352 1.2603716997666792 2.0723123643272805 0.08158682950337727 1.072744645205411 0.43585520132994043 -0.10449249739145249 -0.25983596507898149 0.43096180395646527 0.1861639752595321 0.060157213211059574 0.27860097138778023 -0.080137113952636715 -0.16726060076057914 -0.043743201891581221 -0.29285568757490682 -0.20560471219401205 -0.14155602431878811 leaf_weight=271 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1321 48 605 40 36 22 38 30 22 39 1613 3842 44 23 20 23 25 80 30 22 31 41 leaf_count=271 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1321 48 605 40 36 22 38 30 22 39 1613 3842 44 23 20 23 25 80 30 22 31 41 internal_value=0 -0.0289822 0.774719 4.92165 0.688814 0.526954 1.91433 -0.152967 0.455715 3.33627 1.82313 0.397367 1.87438 1.37577 -0.177237 1.17204 0.316893 1.30492 -0.0455241 0.433359 1.59854 0.118083 0.347805 -0.0628126 -0.0715298 -0.235014 0.644889 -0.172369 -0.179803 0.124982 -0.256172 -0.257948 0.0434753 -0.120692 -0.064363 -0.194391 internal_weight=0 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1364 1341 59 3947 3922 53 124 61 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1364 1341 59 3947 3922 53 124 61 63 cat_boundaries=0 2 5 6 7 9 12 cat_threshold=524672 1 295698432 2500133024 536871440 3232 3111 25165824 2231435296 2249261056 1223688258 18682180 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=38 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 2 10 10 25 26 24 0 6 5 26 24 0 3 25 25 26 0 4 6 0 26 0 26 0 6 0 split_gain=1.50302e+07 8.99535e+06 5.81936e+06 5.70563e+06 2.33283e+06 1.8139e+06 1.18902e+06 1.14449e+06 1.37106e+06 991051 619556 590771 583936 957676 569350 463157 337492 322943 188712 202465 163015 138866 104205 96714.3 63378.9 62393.1 59207.7 28225 11710.7 8718.43 8243.35 5154.15 5135.61 12324.4 4582.87 4288.28 3212.27 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 164.55774000000002 210.75000000000003 744.3325000000001 1 2022.5000000000002 2 240.75000000000003 194.45000000000002 96.632500000000022 2022.5000000000002 3 218.97000000000003 362.12500000000006 4 5 2022.5000000000002 33.705000000000005 256.61250000000007 366.17750000000007 27.198000000000004 2022.5000000000002 210.75000000000003 2022.5000000000002 56.900000000000006 103.77628000000001 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 11 17 14 21 -8 -10 16 -7 -14 18 -13 -1 -6 23 29 -19 22 31 24 -3 27 -24 28 -16 -20 35 -9 33 -23 -32 -27 -34 right_child=3 7 -4 -5 6 12 9 8 10 -11 -12 15 13 -15 25 -17 -18 20 19 -21 -22 32 26 -25 -26 30 -28 -29 -30 -31 34 -33 36 -35 -36 -37 -38 leaf_value=-0.1588834656914361 2.5116577803782927 0.0157801112703457 5.9919705708821622 8.7086957136789955 0.1582136926651001 3.1276486147367035 4.9140006847381592 0.15566613736359969 3.007237627410889 1.8382848098061302 0.94607676083700998 1.9140753209313681 0.49762771303003484 3.0156318963092308 -0.184036866385375 0.48508234461148586 0.39227544551009075 1.136971558570862 0.026567924287584095 1.2477679738131437 2.0515892385181629 0.080770952860514333 1.0620172145149924 0.43149666370489664 -0.10345401362842495 -0.25961711994343639 0.42665217399597166 0.16482322374979658 0.059555629730224616 0.27581496197244393 -0.11088874749207901 -0.043305770556132002 -0.28992713147943672 -0.20354865804795297 -0.28000052105296741 -0.11630899338495164 -0.14014046645746001 leaf_weight=129 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1494 48 747 40 36 22 38 30 22 39 1613 3671 44 24 20 23 59 30 22 31 22 21 41 leaf_count=129 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1494 48 747 40 36 22 38 30 22 39 1613 3671 44 24 20 23 59 30 22 31 22 21 41 internal_value=0 -0.0286883 0.767009 4.87243 0.681964 0.521727 1.89518 -0.151438 0.451158 3.30291 1.80489 0.39344 1.85563 1.36202 -0.175466 1.16032 0.313776 1.29187 -0.0450726 0.429026 1.58255 0.116902 0.344327 -0.0621884 -0.0708184 -0.232664 0.638441 -0.174292 -0.180819 0.123732 -0.255934 0.0430405 -0.119485 -0.0637193 -0.15682 -0.258802 -0.192447 internal_weight=0 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1538 1514 59 3773 53 124 61 81 3692 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1538 1514 59 3773 53 124 61 81 3692 63 cat_boundaries=0 2 5 6 7 9 12 cat_threshold=524672 1 295698432 2500133024 536871440 2176 3111 25165824 2231435296 2249265152 1223690306 18714948 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=38 num_cat=6 split_feature=0 25 5 2 0 10 1 0 1 0 26 2 10 10 25 26 24 0 6 5 26 24 0 3 25 25 26 0 4 6 0 26 0 26 0 6 0 split_gain=1.4731e+07 8.81674e+06 5.70351e+06 5.59209e+06 2.28633e+06 1.77775e+06 1.16536e+06 1.12172e+06 1.34377e+06 971329 607227 578978 572316 938618 557998 453940 332464 316517 184960 198436 159771 136103 102132 94791.2 62127 61151.5 58029.4 27663.3 11477.6 8544.93 8079.31 5051.58 5033.41 12079.2 4491.67 4202.95 3148.35 threshold=1005.9575000000001 0 1236.1260000000004 98.25500000000001 173.94850000000002 67.800000000000011 259.87500000000006 96.632500000000022 68.280000000000015 433.55000000000007 2022.5000000000002 164.55774000000002 210.75000000000003 744.3325000000001 1 2022.5000000000002 2 240.75000000000003 194.45000000000002 96.632500000000022 2022.5000000000002 3 218.97000000000003 362.12500000000006 4 5 2022.5000000000002 33.705000000000005 256.61250000000007 366.17750000000007 27.198000000000004 2022.5000000000002 210.75000000000003 2022.5000000000002 56.900000000000006 103.77628000000001 287.36250000000007 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 2 2 9 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 11 17 14 21 -8 -10 16 -7 -14 18 -13 -1 -6 23 29 -19 22 31 24 -3 27 -24 28 -16 -20 35 -9 33 -23 -32 -27 -34 right_child=3 7 -4 -5 6 12 9 8 10 -11 -12 15 13 -15 25 -17 -18 20 19 -21 -22 32 26 -25 -26 30 -28 -29 -30 -31 34 -33 36 -35 -36 -37 -38 leaf_value=0.010781805014695136 2.4865412658300157 0.015624824542148856 5.9320510373796731 8.6216088704268135 0.15663154315948485 3.09637208205003 4.8648607006072995 0.15410946887472401 2.9771651771545407 1.8199019388719038 0.9366159553527833 1.8949345477791721 0.49265141963958742 2.9854756048451301 -0.18219648482290457 0.48023148894309997 0.43758160945845814 1.125601836681366 0.026302243338690863 1.2352902811223812 2.0310733509063721 0.079963252226511641 1.0513970461758699 0.42718165862254609 -0.10242584214743758 -0.25702095125561608 0.42238566441969438 0.16317499637603761 0.058960077285766604 0.273056814774223 -0.10977986821683787 -0.042872710545857749 -0.2870278601212935 -0.20151317242653138 -0.27720051418651237 -0.11514589582170759 -0.13873906112298734 leaf_weight=271 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1494 48 605 40 36 22 38 30 22 39 1613 3671 44 24 20 23 59 30 22 31 22 21 41 leaf_count=271 39 618 21 24 20 26 20 23 25 22 35 43 44 23 1494 48 605 40 36 22 38 30 22 39 1613 3671 44 24 20 23 59 30 22 31 22 21 41 internal_value=0 -0.0283999 0.759358 4.82371 0.675164 0.516532 1.87623 -0.149925 0.446646 3.26988 1.78684 0.38953 1.83708 1.3484 -0.173712 1.14872 0.310665 1.27895 -0.0446256 0.424735 1.56673 0.115733 0.340884 -0.0615703 -0.0701142 -0.230337 0.632056 -0.172549 -0.179011 0.122495 -0.253375 0.0426101 -0.11829 -0.0630821 -0.155252 -0.256214 -0.190522 internal_weight=0 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1538 1514 59 3773 53 124 61 81 3692 63 internal_count=9249 9186 1221 63 1200 1060 140 7965 303 42 60 967 93 67 7662 91 876 98 2351 81 78 243 119 2270 2231 5311 66 1538 1514 59 3773 53 124 61 81 3692 63 cat_boundaries=0 2 5 6 7 9 12 cat_threshold=524672 1 295698432 2500133024 536871440 3232 3111 25165824 2231435296 2249265152 1223690306 18714948 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=43 num_cat=9 split_feature=25 5 1 1 24 12 25 2 3 8 1 3 1 3 1 26 19 4 25 24 26 6 25 2 24 1 24 24 2 6 7 6 4 1 26 4 6 1 1 3 4 7 split_gain=1.24058e+07 6.0119e+06 3.65499e+06 1.74684e+06 1.41799e+06 1.40917e+06 1.02543e+06 880393 736007 734882 500383 745509 407545 371164 264657 250251 219101 215963 204997 198888 144069 100820 84286.1 78283 59889.1 46347.3 37307 34770.8 31462.1 9185.75 6869.05 7664.51 6716.33 5528.72 4861.73 4125.86 3696.99 2230.9 4927.68 395.075 186.51 0.0126437 threshold=0 1341.6425000000002 1272.8850000000002 47.808000000000007 1 308.62500000000006 2 98.25500000000001 328.05000000000007 166.11250000000004 63.870000000000005 232.70000000000002 108.87000000000002 241.87500000000003 100.46247000000001 2022.5000000000002 260.48750000000007 47.808000000000007 3 4 2022.5000000000002 256.61250000000007 5 10.775250000000002 6 173.50000000000003 7 8 216.15000000000003 379.49000000000007 14.332500000000001 99.89997000000001 33.705000000000005 66.112500000000011 2022.5000000000002 56.310000000000009 97.950000000000017 68.280000000000015 148.59999999999999 136.29000000000002 134.70000000000002 125.53500000000001 decision_type=9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 1 2 1 1 2 2 2 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 27 24 25 34 -14 -21 -20 -25 -23 31 33 36 -26 -8 -34 37 39 -39 -24 -37 -32 right_child=6 -3 -4 5 7 -7 22 17 -10 -11 11 -13 23 -15 -16 -17 -18 -19 21 26 -22 29 32 28 30 -27 -28 -29 -30 -31 41 -33 35 -35 -36 40 -38 38 -40 -41 -42 -43 leaf_value=0.8300302574557642 0.20671634826660157 6.3601929082870479 4.4064610416548593 2.0120249895616009 0.15382415929778678 3.8283522537231445 0.14659018940395779 1.5823106578496786 2.7453801714140793 3.0741568050384522 1.5360146182516345 2.3237546224594117 0.36717654342651368 1.0418660643521478 0.82189173344642885 1.4641262930173142 0.96839159943840725 0.43605433637445623 -0.01227825465185791 -0.087864849869634068 0.96211514192468983 0.46842596562703448 -0.25412944317019681 0.76054600443158837 -0.17859714871092425 -0.11674060595035553 0.1309646002633231 -0.1098306790703819 0.20635295867919923 0.20595099449157717 -0.28116618633270263 -0.020577839122099033 -0.054640628397464752 -0.079805583159128834 0.012402205643830475 -0.22771067142486573 -0.13976968502176218 -0.076879053115844725 -0.29103723616827104 -0.20956832790374755 -0.18772747230529785 -0.28085411174877267 leaf_weight=155 50 20 28 22 610 25 54 65 29 20 23 20 25 51 124 104 22 22 499 132 51 30 3829 21 1014 95 165 1502 20 24 20 34 26 60 54 28 29 22 21 20 20 37 leaf_count=155 50 20 28 22 610 25 54 65 29 20 23 20 25 51 124 104 22 22 499 132 51 30 3829 21 1014 95 165 1502 20 24 20 34 26 60 54 28 29 22 21 20 20 37 internal_value=0 0.913546 0.834026 0.752504 0.585996 1.60752 -0.145388 0.342231 1.29026 1.1848 0.0140659 0.490152 0.290847 0.222342 1.00123 1.08465 -0.0251183 1.29245 -0.0340287 0.17119 0.535168 -0.074246 -0.22635 0.112966 -0.15122 -0.0159245 0.034013 -0.0861138 0.490208 0.35177 -0.172426 -0.168398 -0.249853 -0.173078 0.0727592 -0.156096 -0.252259 -0.253098 -0.181468 -0.253898 -0.211051 -0.280964 internal_weight=0 1275 1255 1227 1027 200 7947 748 175 279 2679 204 184 661 146 259 2475 87 2453 398 101 2055 5268 161 1273 120 297 2001 41 54 1165 1108 3995 1074 108 74 3921 3892 43 3849 48 57 internal_count=9222 1275 1255 1227 1027 200 7947 748 175 279 2679 204 184 661 146 259 2475 87 2453 398 101 2055 5268 161 1273 120 297 2001 41 54 1165 1108 3995 1074 108 74 3921 3892 43 3849 48 57 cat_boundaries=0 1 2 5 7 8 11 12 13 14 cat_threshold=532864 7 94371840 2617573537 536870928 16777216 201392129 112 2449539072 1123026946 2982660 4 1796 67 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=22 num_cat=0 split_feature=1 3 5 2 10 12 4 8 10 10 1 1 1 3 2 2 3 3 2 1 1 split_gain=6.3236e+06 5.09836e+06 3.39026e+06 2.08877e+06 2.19344e+06 1.24506e+06 948229 541373 485304 890847 418504 558392 407586 352771 322533 276224 222921 184914 166631 108662 25792.6 threshold=378.05000000000007 352.38000000000005 1318.45 164.55774000000002 1064.4750000000001 226.95300000000003 174.37500000000003 31.902000000000001 64.050000000000011 103.13625000000002 67.485000000000014 77.02500000000002 1183.6900000000003 50.730000000000011 492.37500000000006 259.12500000000006 127.72750000000002 346.12500000000006 244.35500000000002 660.10000000000002 462.80000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 4 8 7 12 13 10 -10 17 -12 15 18 -15 19 -11 -1 -5 20 -2 right_child=1 -3 -4 5 -6 -7 -8 -9 9 16 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.11198309045126123 0.20208035561346241 5.1843591647677956 3.9767409951346266 0.73192023146386231 3.2336917705535888 3.1849412488937379 2.6482504844665526 1.8485182281463377 1.7866627455035828 -0.029145691727792751 1.7885774525352147 0.15627921166813979 1.9592858552932739 0.54159516416277209 2.086774800257249 1.4682027831077578 0.91596262570085207 0.35151335661438687 0.064907692025633568 -0.34810523646218433 0.61339213244120283 leaf_weight=8096 31 36 21 51 20 20 29 31 37 179 23 236 20 35 22 20 29 87 141 28 30 leaf_count=8096 31 36 21 51 20 20 29 31 37 179 23 236 20 35 22 20 29 87 141 28 30 internal_value=0 1.78817 -0.0365561 -0.0459132 -0.0741803 0.774492 1.01436 0.602317 -0.081796 0.356948 -0.0945291 0.301232 0.647047 0.447168 1.13798 0.406269 0.102624 -0.107055 0.242083 0.167633 0.404365 internal_weight=0 194 9028 9007 8707 300 158 280 8687 245 8442 259 129 249 57 109 208 8183 192 89 61 internal_count=9222 194 9028 9007 8707 300 158 280 8687 245 8442 259 129 249 57 109 208 8183 192 89 61 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=35 num_cat=7 split_feature=0 25 5 0 10 0 10 25 0 10 0 24 24 0 0 0 0 0 0 0 18 25 24 8 3 25 0 0 0 6 0 7 7 4 split_gain=1.27098e+07 8.35555e+06 4.60631e+06 2.8326e+06 1.2146e+06 936560 631502 617338 602768 536958 473348 445201 422346 248169 196535 703676 145681 140898 186082 141365 138390 145882 308534 85606.6 67828.8 28657.6 27271.5 57383.2 19673.1 11170 9447.12 3031.23 4193.73 1611.48 threshold=960.86250000000007 0 1211.5375000000001 173.94850000000002 67.800000000000011 130.95600000000005 210.75000000000003 1 1219.7885000000003 744.3325000000001 299.69250000000005 2 3 10.010400000000002 417.90600000000001 486.41000000000003 1660.4350000000002 244.35500000000002 209.55000000000004 352.08500000000004 260.48750000000007 4 5 345.49500000000006 127.72750000000002 6 458.28125000000006 330.61600000000004 33.705000000000005 99.89997000000001 173.32500000000002 33.63000000000001 52.300500000000007 35.001570000000008 decision_type=2 9 2 2 2 2 2 9 2 2 2 1 1 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 7 -6 20 -2 -8 -5 17 23 -14 -12 -16 -10 18 -7 -19 21 22 -3 -1 -23 28 27 30 29 -9 -13 33 -33 -27 right_child=8 5 -4 10 6 11 9 25 16 -11 14 26 13 -15 15 -17 -18 19 -20 -21 -22 24 -24 -25 -26 31 -28 -29 -30 -31 -32 32 -34 -35 leaf_value=0.027215097530358504 3.1718472116887568 -0.18240350737826513 5.3858869243803476 2.9266663608551027 2.8948379237835224 0.90054334813898262 0.38019762416218605 -0.20414180308431282 5.9015467891693119 2.2006261605482833 0.89055944094291106 -0.23610529400053482 0.48127166400835353 1.2940316995382311 3.3952618130770595 1.2491300153732301 4.6945646362304689 0.1027944146669828 2.1229562397003172 1.1102315203348796 0.74064192598516287 -0.089614349310199903 0.50542154637089487 0.70334427165985103 0.14056124383431892 -0.25607280000900068 -0.32150419139862058 0.50749790350596113 0.013115770022074383 -0.0423247766494751 0.016640748214721678 -0.064840739876031867 -0.26283624579077181 -0.19581862861580321 leaf_weight=294 20 121 21 40 26 33 43 1399 20 26 26 21 618 40 22 50 20 26 20 30 22 2478 125 20 135 3255 20 24 45 44 50 20 23 45 leaf_count=294 20 121 21 40 26 33 43 1399 20 26 26 21 618 40 22 50 20 26 20 30 22 2478 125 20 135 3255 20 24 45 44 50 20 23 45 internal_value=0 -0.0282309 0.736701 0.661792 0.487428 -0.147145 1.56664 -0.165845 4.58932 1.06616 2.00995 0.490091 0.38195 0.522735 1.63578 1.90489 5.29806 0.908879 1.36183 0.642493 -0.0492762 -0.0555269 0.173192 0.0681115 -0.0774261 -0.234773 0.0129895 0.0847766 -0.1915 -0.199208 -0.0581151 -0.253406 -0.170745 -0.255251 internal_weight=0 9162 1226 1205 1067 7936 95 7712 60 69 138 224 972 658 98 72 40 109 53 56 2881 2859 246 314 2613 4831 115 95 1488 1443 71 3343 43 3300 internal_count=9222 9162 1226 1205 1067 7936 95 7712 60 69 138 224 972 658 98 72 40 109 53 56 2881 2859 246 314 2613 4831 115 95 1488 1443 71 3343 43 3300 cat_boundaries=0 1 4 5 6 8 9 12 cat_threshold=532864 127926272 2624913571 538968080 1133 3232 16777216 134283265 3335 2416394240 1115818304 69054317 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=35 num_cat=6 split_feature=0 25 2 5 0 10 0 1 0 1 0 10 25 10 24 2 19 0 0 25 24 8 0 3 25 26 0 0 0 0 26 1 26 7 split_gain=1.24569e+07 8.1892e+06 6.07056e+06 4.51464e+06 2.77623e+06 1.19043e+06 917911 739712 637848 629094 662902 618936 605583 526272 413942 376183 212835 202732 336025 119412 311187 83903 68163 66796.2 49570.9 36280.9 20741.8 31017.9 17898.8 19391.8 8594.57 7394.45 4079.69 3344.52 threshold=960.86250000000007 0 98.25500000000001 1211.5375000000001 173.94850000000002 67.800000000000011 130.95600000000005 57.050000000000004 258.76500000000004 259.87500000000006 438.04750000000007 210.75000000000003 1 744.3325000000001 2 164.55774000000002 260.48750000000007 287.36250000000007 486.41000000000003 3 4 345.49500000000006 352.08500000000004 244.35500000000002 5 2022.5000000000002 218.97000000000003 258.76500000000004 33.705000000000005 88.15000000000002 2022.5000000000002 68.280000000000015 2022.5000000000002 33.63000000000001 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 1 2 2 2 2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 5 14 12 22 -9 17 -11 -7 16 -13 21 -16 19 -6 -19 20 -3 -1 26 -21 28 -24 32 -28 30 -30 -14 33 -8 -26 right_child=2 6 -4 -5 9 11 7 8 -10 10 -12 13 24 -15 15 -17 -18 18 -20 23 -22 -23 25 -25 31 -27 27 -29 29 -31 -32 -33 -34 -35 leaf_value=0.02694295021546941 2.2942481174468994 0.55420327532607905 9.0417829049825666 5.3320280765351802 0.78923682506267845 2.8658895081740163 0.030155023126041187 2.8515028173273258 0.44347141612659807 4.2669456354777022 1.7543070089249384 0.37639565157335858 -0.20805454624149036 2.1786198395949143 0.45173733767004259 1.3017743907058448 0.98868190169334413 2.4776559613846447 1.089696773182262 -0.079333127371953568 -0.14233566928219485 0.69631082248687748 0.77749761962890629 0.22210740014126426 -0.25430885992464936 0.25766097233213225 0.4972627648063328 0.027133431964450411 0.18059413296835763 -0.22139855725424631 -0.16300550344706147 -0.095498955170313524 -0.12592765230121036 -0.16343318832356754 leaf_weight=294 40 103 20 21 26 26 34 22 22 21 21 43 848 26 601 57 20 37 33 2244 144 20 25 76 3311 29 23 36 28 21 846 30 33 41 leaf_count=294 40 103 20 21 26 26 34 22 22 21 21 43 848 26 601 57 20 37 33 2244 144 20 25 76 3311 29 23 36 28 21 846 30 33 41 internal_value=0 -0.0279451 4.54343 0.729334 0.655174 0.482554 -0.14567 0.48519 1.64749 1.98985 3.01063 1.55097 -0.164182 1.05549 0.37813 0.517508 -0.0387618 1.54326 1.82333 -0.0469178 0.158386 0.0674304 0.201073 -0.0691602 -0.226973 0.498326 0.0736786 0.210404 -0.179079 0.00831155 -0.185557 -0.251056 -0.0467215 -0.253197 internal_weight=0 9162 60 1226 1205 1067 7936 224 44 138 42 95 7712 69 972 658 2587 96 70 2567 247 314 180 2320 5125 54 126 59 1743 49 1694 3382 67 3352 internal_count=9222 9162 60 1226 1205 1067 7936 224 44 138 42 95 7712 69 972 658 2587 96 70 2567 247 314 180 2320 5125 54 126 59 1743 49 1694 3382 67 3352 cat_boundaries=0 1 4 5 7 8 11 cat_threshold=532864 127926272 2617573537 536870928 3232 16777216 134283265 248 2416263168 1123158338 71143277 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=45 num_cat=10 split_feature=25 5 1 1 24 4 25 1 26 3 1 3 1 3 1 7 24 19 25 24 26 6 25 24 5 1 24 24 1 26 6 5 6 4 1 26 4 6 1 1 9 5 4 5 split_gain=1.15937e+07 5.60894e+06 3.44019e+06 1.63347e+06 1.38702e+06 1.14063e+06 961298 722508 528411 510809 468141 714744 395308 395125 387852 234501 220645 209481 194913 190166 138996 96687.7 82716.7 62076.4 53065.8 46744.2 36034.8 34350.6 13692.4 11548.1 9108.14 6916.68 8018.71 6328.26 5826.28 5034.37 3947.15 3562.69 1635.05 3314.27 551.019 399.258 175.643 2.7829 threshold=0 1341.6425000000002 1272.8850000000002 47.808000000000007 1 66.112500000000011 2 116.57500000000002 2022.5000000000002 113.00000000000001 63.870000000000005 232.70000000000002 108.87000000000002 241.87500000000003 378.05000000000007 13.037000000000001 3 260.48750000000007 4 5 2022.5000000000002 256.61250000000007 6 7 130.94000000000003 235.50000000000003 8 9 309.90000000000003 2022.5000000000002 379.49000000000007 13.900500000000003 99.89997000000001 33.705000000000005 127.72750000000002 2022.5000000000002 56.310000000000009 97.950000000000017 35.001570000000008 71.288140000000013 1.0000000180025095e-35 99.562500000000014 134.70000000000002 154.27494000000004 decision_type=9 2 2 2 1 2 9 2 2 2 2 2 2 2 2 2 1 2 9 1 2 2 9 1 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 7 10 -5 -1 -7 17 12 -12 16 -9 -10 -6 18 19 20 -2 27 23 35 -15 29 -21 -20 -27 -14 -23 32 34 37 -25 -8 -35 38 40 -40 -24 -33 -38 -43 right_child=6 -3 -4 5 13 9 22 14 15 -11 11 -13 25 24 -16 -17 -18 -19 21 26 -22 30 33 31 -26 28 -28 -29 -30 -31 -32 41 -34 36 -36 -37 42 -39 39 -41 -42 43 -44 -45 leaf_value=0.81034347389013539 0.20037014617919924 6.1440841312408452 4.272202934367316 2.6443835581903876 -0.077512222810225059 1.7694423276727849 0.16546495327582725 0.019001697835822898 1.9210138688484828 3.542626939415932 1.5055089088108229 2.2696970891952515 0.18324710476212203 1.2654914292229547 1.2081367523968221 0.88093039240155901 0.35267955468932932 0.94738717837767172 -0.010314847153624289 -0.086578386333626758 0.94234807519351738 0.46136176300048831 -0.2451602147472598 -0.16945398623833874 0.6464172716140747 -0.22430983720002354 0.1284780398777553 -0.10718626662615746 0.040261149070632288 0.45405975464851628 0.19999796072642009 -0.22516511917114257 -0.0068622016906738281 -0.051530294739283049 -0.032382466793060304 0.026314108188335714 -0.22068287781306675 -0.13367008603852371 -0.12927614278366995 -0.26076709840355849 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3953 3924 77 3847 70 48 50 internal_count=9222 1275 1255 1227 1027 200 7947 135 279 65 2679 204 184 748 112 124 683 2475 2453 398 101 2055 5268 1241 65 161 297 2001 98 63 54 1137 1067 4027 1034 104 74 3953 3924 77 3847 70 48 50 cat_boundaries=0 1 2 5 6 8 9 12 13 14 15 cat_threshold=532864 7 94371840 2617573537 536870928 640 16777216 201392129 112 2449539072 1114638338 2982148 4 1796 67 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=34 num_cat=6 split_feature=0 25 0 20 4 25 2 0 24 2 0 0 5 2 25 12 26 10 26 0 0 25 0 0 25 4 0 7 3 3 7 4 3 split_gain=1.17731e+07 6.22086e+06 1.63929e+06 1.27919e+06 974360 707153 632770 616248 489614 525460 423164 387548 362188 260564 248705 206200 147083 138540 120203 103723 82441.6 77919.2 19361.6 35509.9 13584 5586.39 3030.16 2820.63 2737.01 2550.52 927.021 679.553 363.162 threshold=1165.3425000000004 0 174.80000000000004 73.46250000000002 449.64000000000004 1 331.12500000000006 157.58975000000007 2 844.84875000000011 1660.4350000000002 299.69250000000005 198.00000000000003 557.67000000000019 3 362.12500000000006 2022.5000000000002 96.632500000000022 2022.5000000000002 232.70000000000002 352.08500000000004 4 228.76800000000003 313.88000000000005 5 35.001570000000008 103.53753000000002 6.7650000000000006 35.001570000000008 50.730000000000011 33.63000000000001 56.310000000000009 56.310000000000009 decision_type=2 9 2 2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 7 11 13 12 17 -2 -4 14 15 -1 21 19 -10 -13 -9 -21 -3 -18 -24 26 28 27 29 30 -7 -26 -27 -30 right_child=10 5 4 -5 -6 24 -8 16 9 -11 -12 18 -14 -15 -16 -17 22 -19 -20 20 -22 -23 23 -25 25 31 -28 -29 32 -31 -32 -33 -34 leaf_value=0.22965791547201511 6.1709838520396838 -0.14073160033996338 1.9768288650512695 2.9222391873314271 3.477422690598861 -0.17681802895033 2.6098253863608396 1.275835441350937 0.096733426227347319 1.7585723549979073 4.1864091836838497 0.97458914332919655 -0.28889331817626956 0.9879888144783352 0.8389232385069354 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3426 504 3403 182 520 79 86 54 3377 96 70 4348 3461 887 863 3408 828 3367 53 41 internal_count=9257 9214 1258 1104 154 7956 131 3608 1083 541 43 104 542 3426 504 3403 182 520 79 86 54 3377 96 70 4348 3461 887 863 3408 828 3367 53 41 cat_boundaries=0 2 5 6 8 11 14 cat_threshold=532864 16777216 2476736512 3691315427 539496464 605 524288 16777216 2415919104 1207959616 537399296 604061696 49809408 68460813 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=34 num_cat=4 split_feature=0 25 1 1 12 25 0 26 0 10 2 24 1 0 2 0 11 1 19 1 2 0 26 25 1 0 0 7 26 1 1 3 0 split_gain=1.15387e+07 6.09848e+06 2.07089e+06 1.55545e+06 1.44425e+06 693042 662880 923693 603996 602393 583640 550367 286696 405244 255381 232214 225360 211175 169386 151076 117291 59591.2 50033.5 13313.7 8461.98 5084.1 2969.86 2764.5 2570.27 2768.55 2544.91 1328.36 960.824 threshold=1165.3425000000004 0 42.190000000000005 96.71250000000002 308.62500000000006 1 184.44910000000004 2022.5000000000002 157.58975000000007 752.83000000000015 1013.1050000000001 2 66.112500000000011 307.23750000000007 557.67000000000019 287.36250000000007 360.14500000000004 134.19600000000003 260.48750000000007 629.70000000000016 150.70850000000004 352.08500000000004 2022.5000000000002 3 27.198000000000004 232.70000000000002 103.53753000000002 6.7650000000000006 2022.5000000000002 61.550000000000004 73.320000000000007 48.761500000000005 33.63000000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 1 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 9 -2 6 8 17 -8 14 10 11 20 21 -14 16 -13 18 -4 -3 -19 -1 25 -23 26 31 -10 27 30 -26 -30 -7 32 -25 right_child=3 5 4 -5 -6 23 7 -9 12 -11 -12 15 13 -15 -16 -17 -18 19 -20 -21 -22 22 -24 24 28 -27 -28 -29 29 -31 -32 -33 -34 leaf_value=0.65010939039761506 3.376201390805452 -0.092455711943188551 1.6341290048452524 7.1893420104980468 3.7028097519507774 -0.17559768403408832 3.3475987057850278 0.75186920156845671 0.21433184113613393 2.1389751567840576 2.0779510421752927 0.12881267001311625 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internal_weight=0 9214 1258 43 219 7956 193 55 3608 1039 1019 999 182 46 3426 663 3403 138 3372 112 336 136 47 4348 3461 89 887 863 77 42 828 3384 3360 internal_count=9257 9214 1258 43 219 7956 193 55 3608 1039 1019 999 182 46 3426 663 3403 138 3372 112 336 136 47 4348 3461 89 887 863 77 42 828 3384 3360 cat_boundaries=0 2 5 6 9 cat_threshold=532864 16777216 2476736512 3691315427 539496464 1097 604061696 49809408 68460813 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=35 num_cat=4 split_feature=0 25 1 1 0 25 2 10 0 2 3 24 1 0 2 0 2 6 11 19 1 1 0 26 25 1 0 26 1 0 7 3 3 0 split_gain=1.13091e+07 5.97712e+06 2.02968e+06 1.52449e+06 1.04463e+06 679303 608131 590406 573663 572025 561972 539415 293738 397180 251253 227593 223144 213692 211743 166547 128042 62154.6 48216.8 48785.7 4834.11 8293.58 4698.3 2519.12 2713.46 2059.5 1839.31 1569.75 1303.94 946.533 threshold=1165.3425000000004 0 42.190000000000005 96.71250000000002 178.63500000000002 1 47.808000000000007 752.83000000000015 157.58975000000007 1013.1050000000001 129.39000000000001 2 66.112500000000011 307.23750000000007 557.67000000000019 287.36250000000007 352.38000000000005 39.961300000000001 360.14500000000004 260.48750000000007 140.91174000000004 263.99500000000006 352.08500000000004 2022.5000000000002 3 27.198000000000004 209.55000000000004 2022.5000000000002 61.550000000000004 56.900000000000006 6.7650000000000006 66.112500000000011 35.946570000000001 33.63000000000001 decision_type=2 9 2 2 2 9 2 2 2 2 2 1 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 7 -2 10 8 -6 9 14 11 20 17 22 -14 18 -13 -8 -1 19 -3 -4 -22 26 -24 29 32 -10 -27 -29 30 31 -7 33 -26 right_child=3 5 4 -5 6 24 16 -9 12 -11 -12 15 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 27 -28 28 -30 -31 -32 -33 -34 -35 leaf_value=0.75689518527620159 3.3424393579234248 -0.092896873838331701 1.3190170319875083 7.1174486484527586 3.6645688318323204 -0.18243742917555347 0.97648307418823244 2.1175853672027589 0.025343151750235726 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174.80000000000004 73.46250000000002 449.64000000000004 1 331.12500000000006 157.58975000000007 2 844.84875000000011 1660.4350000000002 299.69250000000005 557.67000000000019 3 360.14500000000004 2022.5000000000002 67.800000000000011 96.632500000000022 2022.5000000000002 232.70000000000002 4 352.08500000000004 2022.5000000000002 228.76800000000003 313.88000000000005 5 35.001570000000008 103.53753000000002 6.7650000000000006 35.001570000000008 50.730000000000011 33.63000000000001 56.310000000000009 56.310000000000009 decision_type=2 9 2 2 2 9 2 2 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 8 6 7 11 12 13 17 -2 -4 14 16 20 19 -1 -10 -13 -9 -3 -21 -15 -17 -25 27 29 28 30 31 -7 -27 -28 -31 right_child=10 5 4 -5 -6 25 -8 15 9 -11 -12 18 -14 22 -16 23 -18 -19 -20 21 -22 -23 -24 24 -26 26 32 -29 -30 33 -32 -33 -34 -35 leaf_value=0.70915511952741495 6.004146800474687 -0.021799743920876611 1.9383252090454102 2.8754830060686385 3.3989732058151909 -0.17156887157998901 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2607.34 2588.71 2657.72 1299.06 619.211 107.402 threshold=1165.3425000000004 0 42.190000000000005 457.74500000000006 96.71250000000002 1 752.83000000000015 28.484500000000004 1013.1050000000001 210.75000000000003 67.485000000000014 58.875000000000007 129.39000000000001 136.29000000000002 557.67000000000019 186.78750000000002 70.280000000000015 2 247.25750000000002 3 352.08500000000004 4 309.90000000000003 5 2022.5000000000002 27.198000000000004 103.53753000000002 73.320000000000007 33.160000000000004 2022.5000000000002 61.550000000000004 35.001570000000008 33.63000000000001 73.320000000000007 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 9 2 9 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 -2 7 8 14 16 12 19 -11 13 -4 18 -12 17 -1 21 24 -21 -3 -17 26 -9 31 27 28 -7 -27 -31 32 -25 -33 right_child=4 5 3 -5 -6 23 -8 10 -10 11 15 -13 -14 -15 -16 22 -18 -19 -20 20 -22 -23 -24 25 -26 29 -28 -29 -30 30 -32 33 -34 -35 leaf_value=0.021623437064034596 3.2591960071999093 -0.14177410958600248 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1.91829 0.820481 0.634131 -0.0791921 1.01468 0.340842 0.319465 -0.0864742 0.181565 0.383807 -0.09196 0.630433 -0.223136 -0.0724157 -0.234282 -0.176422 -0.175352 -0.172083 -0.13511 -0.0817738 -0.237246 -0.237962 -0.183874 internal_weight=0 9214 1258 219 43 7956 1039 3608 1019 189 305 51 138 118 3303 70 999 979 3281 235 124 3260 49 4348 111 3478 870 846 818 78 42 3400 3355 45 internal_count=9257 9214 1258 219 43 7956 1039 3608 1019 189 305 51 138 118 3303 70 999 979 3281 235 124 3260 49 4348 111 3478 870 846 818 78 42 3400 3355 45 cat_boundaries=0 2 5 6 9 12 15 cat_threshold=532864 16777216 2476736512 3691315427 539496464 524416 2097152 66 536870928 2415919104 1476395072 539496448 604061696 49809408 68428045 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=31 num_cat=5 split_feature=0 25 4 1 10 0 1 20 0 1 26 24 25 0 19 10 0 25 0 26 25 0 0 0 26 9 3 0 3 9 split_gain=1.27931e+07 7.24839e+06 2.54537e+06 1.95171e+06 1.87801e+06 1.6853e+06 868284 851226 827100 933817 702735 604521 514379 361906 221874 163374 157182 132587 65817.8 56188.4 35184 8638.47 6989.17 26639.2 9625.94 6754.55 5997.96 5258.14 4118.96 26.9897 threshold=960.86250000000007 0 1205.5225000000003 49.650000000000006 911.47500000000014 178.63500000000002 259.87500000000006 73.46250000000002 134.19600000000003 55.656960000000005 2022.5000000000002 1 2 433.55000000000007 223.98000000000002 331.12500000000006 483.75000000000006 3 352.08500000000004 2022.5000000000002 4 27.198000000000004 209.55000000000004 232.70000000000002 2022.5000000000002 33.160000000000004 122.43000000000002 73.320000000000007 153.20400000000004 117.08000000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 7 16 11 12 18 -11 -1 14 -8 15 17 -7 -3 22 -20 25 28 24 -24 -10 26 -14 -23 -22 -27 right_child=3 8 -4 -5 -6 6 13 -9 9 10 -12 -13 20 -15 -16 -17 -18 -19 19 -21 21 27 23 -25 -26 29 -28 -29 -30 -31 leaf_value=0.14703365014206002 2.821589732544763 0.15209828981113085 4.0663829430666834 6.2975113843282067 3.6721901721954344 1.4040485843707777 3.8247624588012696 2.4916411399841309 0.044195879155939276 3.0038578232851894 0.57546811030461231 0.64156297908208071 -0.14865107257225935 1.9451625365302676 1.0088327523022891 0.66164805173873897 0.51245195515950526 -0.081463283076271917 0.81112256830388851 0.16618809836251394 -0.23193627624240304 -0.089928219214729654 0.35820589480192766 -0.049329723861982241 -0.21040415304678459 -0.26190124320983887 -0.2799866549173991 -0.27064689999534969 -0.088056430816650391 -0.27680131050848195 leaf_weight=498 35 263 22 30 20 58 20 20 33 22 26 525 1020 21 20 32 30 2309 22 35 3864 69 23 53 27 20 36 21 20 31 leaf_count=498 35 263 22 30 20 58 20 20 33 22 26 525 1020 21 20 32 30 2309 22 35 3864 69 23 53 27 20 36 21 20 31 internal_value=0 -0.026254 0.690211 4.42586 0.63369 0.581838 1.66009 0.448478 -0.136413 0.440291 1.68848 0.408533 -0.154629 2.86204 -0.0402586 -0.0484707 1.1001 -0.0573058 0.129861 0.41511 -0.213195 -0.228376 0.0103074 0.0740034 -0.0703741 -0.157137 -0.153128 -0.132096 -0.231195 -0.270958 internal_weight=0 9160 1214 65 1192 1172 129 1043 7946 241 48 1023 7705 41 2624 2604 88 2572 193 57 5081 3974 136 76 60 1107 1056 90 3884 51 internal_count=9225 9160 1214 65 1192 1172 129 1043 7946 241 48 1023 7705 41 2624 2604 88 2572 193 57 5081 3974 136 76 60 1107 1056 90 3884 51 cat_boundaries=0 1 2 5 7 10 cat_threshold=532864 3492 295763968 2365849763 536871440 0 83886081 68173824 309854272 71143684 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 1 6 19 10 11 2 split_gain=7.51047e+06 3.58365e+06 3.03962e+06 2.56663e+06 1.51364e+06 1.65633e+06 1.01833e+06 865375 720188 710932 427139 352239 333898 326892 211651 191157 172387 threshold=1183.6900000000003 1341.6425000000002 157.58975000000007 1064.4750000000001 344.21500000000003 43.440000000000005 98.25500000000001 47.808000000000007 199.12500000000003 123.63250000000001 100.46247000000001 299.69250000000005 171.03750000000002 362.77500000000003 73.46250000000002 67.485000000000014 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 13 10 15 -9 -10 -11 14 -1 16 -4 right_child=6 -3 4 -5 5 -7 -8 8 11 12 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.10274637223911701 2.7395109267329629 3.92811881189761 0.19379068158393684 3.4312989952450712 0.85091251929601031 4.7474577622413641 5.8572639808654792 0.89632842003525082 0.60715243625640869 2.6928844876722855 0.059067582469688705 2.4040557154019675 0.93001604715983077 0.91785621762275693 0.2241514361110227 1.338343620300293 0.77947255927072445 leaf_weight=8139 22 23 172 21 24 20 20 77 20 22 292 24 21 32 203 22 71 leaf_count=8139 22 23 172 21 24 20 20 77 20 22 292 24 21 32 203 22 71 internal_value=0 -0.0142226 -0.0241215 -0.0605377 0.887111 2.62207 4.22416 -0.0688828 0.377979 0.639259 0.233781 1.58728 1.83195 -0.0909217 -0.0947914 0.445729 0.364916 internal_weight=0 9183 9160 8808 352 44 42 8787 413 308 369 44 43 8374 8342 265 243 internal_count=9225 9183 9160 8808 352 44 42 8787 413 308 369 44 43 8374 8342 265 243 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 1 0 0 split_gain=1.2441e+07 5.833e+06 4.51907e+06 2.97304e+06 1.75681e+06 1.61969e+06 1.10705e+06 906329 1.3796e+06 768357 564593 414181 341703 309377 380528 378442 191534 51957.8 48511.4 22203.9 9915.07 threshold=960.86250000000007 98.25500000000001 1341.6425000000002 123.63250000000001 47.808000000000007 1064.4750000000001 362.77500000000003 2022.5000000000002 254.41050000000004 457.74500000000006 1335.1525000000004 67.800000000000011 252.82950000000002 0 228.76800000000003 221.27241000000004 1013.1050000000001 293.81250000000006 252.37200000000004 173.94850000000002 313.88000000000005 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 18 14 19 20 -11 -16 -9 -5 -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=-0.11045460805693552 3.2750245056152347 8.2798984535535176 4.4011411782969603 0.29352383327484133 4.8702200317382811 2.7666633815765382 1.7741829288005828 0.86461111047051176 1.5221935927867889 0.52259378821162861 0.9273658742507298 0.31089233674605687 2.0159283685684204 -0.031332124806521984 0.82725433803740001 1.3666797361373901 1.5269266891479492 1.4166072962834284 0.20052339683879505 -0.16685196963223545 -0.19766207400957744 leaf_weight=8354 20 24 23 20 20 20 32 22 32 59 21 240 24 89 21 20 28 52 22 22 60 leaf_count=8354 20 24 23 20 20 20 32 22 32 59 21 240 24 89 21 20 28 52 22 22 60 internal_value=0 4.3645 -0.0259118 -0.0370558 0.801611 -0.0758536 -0.0823784 1.81608 2.8099 -0.0892221 2.07257 -0.0986879 1.05611 0.372961 0.745885 0.0708677 0.845827 1.24707 0.532567 0.0523746 -0.0983106 internal_weight=0 65 9160 9137 404 8733 8713 120 52 8681 41 8594 68 284 115 169 87 73 44 42 149 internal_count=9225 65 9160 9137 404 8733 8713 120 52 8681 41 8594 68 284 115 169 87 73 44 42 149 cat_boundaries=0 1 cat_threshold=3079 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=33 num_cat=3 split_feature=0 25 2 5 0 10 0 1 0 26 0 10 10 25 2 2 0 19 2 5 10 0 26 25 0 0 0 26 3 11 0 3 split_gain=1.21934e+07 6.99298e+06 5.71692e+06 3.86344e+06 1.49086e+06 1.45364e+06 785124 886213 764887 672462 553357 498434 881567 496488 438450 258319 237323 210505 189213 187345 153651 63580 55261.4 33276.8 8234.54 6568.71 26526.5 9501.84 6301.02 5158.97 5043.6 4007.35 threshold=960.86250000000007 0 98.25500000000001 1279.9550000000002 178.63500000000002 67.800000000000011 134.19600000000003 55.656960000000005 299.69250000000005 2022.5000000000002 1335.1525000000004 744.3325000000001 210.75000000000003 1 890.22500000000014 330.61600000000004 404.82250000000005 223.98000000000002 557.67000000000019 102.07500000000002 331.12500000000006 352.08500000000004 2022.5000000000002 2 27.198000000000004 209.55000000000004 232.70000000000002 2022.5000000000002 122.43000000000002 56.310000000000009 73.320000000000007 153.20400000000004 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 9 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 14 13 21 -6 -9 -2 12 -7 17 19 16 -10 18 20 -1 -3 25 -23 28 31 27 -27 -8 29 -15 -26 -25 right_child=2 6 -4 -5 8 11 7 9 15 -11 -12 -13 -14 23 -16 -17 -18 -19 -20 -21 -22 22 -24 24 30 26 -28 -29 -30 -31 -32 -33 leaf_value=0.37974122583717979 3.2422742614746096 -0.064109929448984984 8.1970994861920676 5.0424407424926754 2.9585995638370512 2.5039498710632326 0.043718990557121508 2.9307164365595035 0.038047860860824588 0.55520784818209135 0.91809222028368997 2.8855822928746542 0.33279043006896969 -0.14581511976772535 1.8312680606842042 2.1681071622031074 1.2607889781081887 0.98145789229869851 0.92062530899047856 -0.10990664830734563 0.64411276786558092 0.79870050516995517 0.1591086496625628 -0.22768810647817439 -0.089954908639192588 0.35345806163290272 -0.053214700446938573 -0.20923452730532044 -0.2795591051150591 -0.27111852982464962 -0.26665314992268879 -0.085772566795349128 leaf_weight=855 20 2591 24 20 32 32 33 22 22 26 21 24 45 978 20 21 57 20 20 86 31 22 35 3881 70 23 53 27 39 34 21 20 leaf_count=855 20 2591 24 20 32 32 33 22 22 26 21 24 45 978 20 21 57 20 20 86 31 22 35 3881 70 23 53 27 39 34 21 20 internal_value=0 -0.0256527 4.32086 0.678075 0.61065 0.486072 -0.133854 0.428025 1.61294 1.64398 2.05184 1.62729 1.23509 -0.151602 0.366131 1.18232 0.920279 -0.0404565 -0.0483455 0.334991 -0.0557366 0.12561 0.405969 -0.209776 -0.224205 0.00810699 0.0698573 -0.0701101 -0.153372 -0.150025 -0.130731 -0.226961 internal_weight=0 9160 65 1214 1194 1062 7946 241 132 48 41 101 77 7705 961 100 79 2662 2642 941 2622 193 57 5043 3992 136 76 60 1051 1012 91 3901 internal_count=9225 9160 65 1214 1194 1062 7946 241 132 48 41 101 77 7705 961 100 79 2662 2642 941 2622 193 57 5043 3992 136 76 60 1051 1012 91 3901 cat_boundaries=0 1 4 7 cat_threshold=532864 295763968 2367946915 536871440 68173824 307232832 71143684 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=36 num_cat=6 split_feature=0 25 5 0 10 0 0 0 0 24 25 10 10 24 26 19 7 0 0 10 25 0 9 0 26 25 0 0 0 0 9 7 0 4 9 split_gain=1.19507e+07 6.85382e+06 3.78656e+06 1.46119e+06 1.42471e+06 931149 1.4663e+06 769709 749666 654801 492517 488515 864024 423676 300994 205980 195792 182637 312080 150316 129254 72106.4 65360.1 61628.3 47907.5 34696.6 24104.5 9827.99 11623 7271.14 6999.28 6432.19 5612.17 964.288 32.8563 threshold=960.86250000000007 0 1279.9550000000002 178.63500000000002 67.800000000000011 1205.5225000000003 1587.2775000000001 140.16174000000004 299.69250000000005 1 2 744.3325000000001 210.75000000000003 3 2022.5000000000002 223.98000000000002 177.35000000000002 352.08500000000004 462.80000000000007 331.12500000000006 4 228.76800000000003 487.50000000000006 228.76800000000003 2022.5000000000002 5 228.76800000000003 385.88250000000005 218.97000000000003 27.198000000000004 33.160000000000004 50.730000000000011 73.320000000000007 40.38000000000001 117.08000000000003 decision_type=2 9 2 2 2 2 2 2 2 1 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 9 -2 -7 10 -5 16 15 12 -6 14 23 19 -1 -10 -19 20 -3 -16 -11 -9 26 30 -15 28 -26 33 31 -12 -31 -27 -32 right_child=5 7 -4 8 11 6 -8 13 17 22 25 -13 -14 24 21 -17 -18 18 -20 -21 -22 -23 -24 -25 27 29 -28 -29 -30 32 34 -33 -34 -35 -36 leaf_value=0.57783313825632399 2.4823207302093504 0.15154605208735764 4.9920163078308102 2.9290135538578035 2.4789103794097902 6.9212571750987664 3.3101383606247281 1.252400217510405 0.31577856475114824 0.058651658326858327 -0.13936523721669172 2.8567263933022815 0.32946252293056916 0.45406904079295973 0.045014989943731404 0.97164332890510563 1.5225485959260361 2.2842953692663177 0.95079079380741838 0.63419205367565157 -0.078820907242062838 0.77516382769534464 0.64307846641540523 2.0280352439880374 -0.24470897761258212 -0.22539670102014889 0.061101818600216434 -0.33265534900483629 0.064936567942301432 -0.091757864931099858 -0.25626853847503661 -0.26589634849911642 -0.27149428077366045 -0.1879466919217791 -0.27281551233927409 leaf_weight=475 20 263 20 32 32 22 23 21 20 443 925 24 45 27 21 20 23 26 54 32 2351 38 20 20 22 3865 37 21 27 71 20 42 23 70 30 leaf_count=475 20 263 20 32 32 22 23 21 20 443 925 24 45 27 21 20 23 26 54 32 2351 38 20 20 22 3865 37 21 27 71 20 42 23 70 30 internal_value=0 -0.0253962 0.671295 0.604543 0.481211 4.27765 5.07557 -0.132516 1.59681 0.36247 -0.149826 1.61101 1.22274 0.432338 0.884206 -0.0392366 0.609231 1.1705 1.38418 -0.0470257 -0.055365 0.51528 0.0821232 1.63076 0.027115 -0.207766 0.226885 -0.151658 -0.074088 -0.222103 -0.149358 -0.144861 -0.135736 -0.224731 -0.266197 internal_weight=0 9160 1214 1194 1062 65 45 7946 132 961 7712 101 77 234 100 2666 498 100 80 2646 2614 59 463 41 134 5046 64 70 49 4029 1017 967 94 3935 50 internal_count=9225 9160 1214 1194 1062 65 45 7946 132 961 7712 101 77 234 100 2666 498 100 80 2646 2614 59 463 41 134 5046 64 70 49 4029 1017 967 94 3935 50 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532864 843 295763968 2367946915 536871440 1101 0 83886081 67125248 307232832 70881540 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=30 num_cat=6 split_feature=0 25 2 5 0 25 1 10 0 2 24 0 1 0 1 26 2 25 24 6 0 0 3 0 0 25 1 0 4 split_gain=9.87795e+06 5.96786e+06 5.42158e+06 4.36624e+06 1.9845e+06 727770 664983 617727 513205 526688 432760 312110 308572 374247 354898 228011 181735 153493 298163 116119 76881.7 67113.4 39149.3 25870.3 10755.5 6398.92 8476.19 4137.38 1813.13 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 744.3325000000001 299.69250000000005 303.37500000000006 2 417.90600000000001 48.619320000000009 58.31600000000001 100.46247000000001 2022.5000000000002 557.67000000000019 3 4 366.17750000000007 270.37500000000006 177.05000000000004 57.050000000000004 54.26250000000001 73.320000000000007 5 68.280000000000015 122.73 33.347500000000004 decision_type=2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 2 left_child=1 3 15 4 6 12 7 10 -6 11 -1 -10 16 14 -14 -2 17 18 -3 -19 -15 23 -16 25 -25 28 -27 -26 -7 right_child=2 5 -4 -5 8 21 -8 -9 9 -11 -12 -13 13 20 22 -17 -18 19 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 leaf_value=0.62035924424391531 1.160522243499756 0.51546692506590885 8.2921878051757822 5.171554264795212 2.8876094856262204 -0.1564872766757498 1.7307321192767169 2.0598170398530504 -0.059325153946876527 2.8368688335418701 0.15842630324854912 1.3926083123056512 1.1833569802178279 1.3145076504018574 -0.10350449162144815 2.6705256881713866 0.80528232879638662 -0.087287743915931387 -0.036567882650038776 0.5489280207403775 0.54122307777404788 0.3535137503487723 0.34728264028375799 0.10759802045360689 -0.21364362133873832 -0.22388691467794261 -0.095372392947857196 -0.040150042601994111 -0.25186282067071825 leaf_weight=315 20 124 20 21 30 392 37 21 20 20 604 57 27 36 155 20 25 2663 364 29 20 21 22 31 27 3931 52 28 21 leaf_count=315 20 124 20 21 30 392 37 21 20 20 604 57 27 36 155 20 25 2663 364 29 20 21 22 31 27 3931 52 28 21 internal_value=0 -0.0297796 4.04108 0.648761 0.568607 -0.126238 0.415746 0.363986 1.74455 1.39103 0.325234 1.01548 -0.0170664 0.314209 0.11543 1.91552 -0.0439938 -0.0506705 0.111237 -0.0801363 1.03833 -0.210021 -0.0474745 -0.21313 -0.0413609 -0.21649 -0.221653 -0.12532 -0.157523 internal_weight=0 9093 60 1125 1104 7968 977 940 127 97 919 77 3465 260 204 40 3205 3180 488 2692 56 4503 177 4482 86 4396 3983 55 413 internal_count=9153 9093 60 1125 1104 7968 977 940 127 97 919 77 3465 260 204 40 3205 3180 488 2692 56 4503 177 4482 86 4396 3983 55 413 cat_boundaries=0 1 4 5 7 8 11 cat_threshold=532736 396361856 3708092643 536875536 2121 25165824 2298478593 1072 65536 41420800 1835268 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=36 num_cat=7 split_feature=0 25 2 0 7 7 11 25 0 2 24 2 26 7 10 0 10 0 26 18 2 25 24 0 0 24 0 0 10 0 0 25 0 0 11 split_gain=9.68131e+06 5.85006e+06 5.31369e+06 2.34402e+06 2.02551e+06 2.93721e+06 761847 713391 580115 734526 337007 368444 926258 291254 278507 273006 265692 230916 223474 157950 148670 148885 138428 108081 99524.8 98005 65777.8 25355.5 22524.5 14481.7 10541.5 6271.59 4142.97 4055.05 1928.7 threshold=960.86250000000007 0 96.632500000000022 178.63500000000002 323.80000000000007 488.75250000000005 96.365500000000011 1 299.69250000000005 303.37500000000006 2 20.200000000000006 2022.5000000000002 806.46500000000003 101.09997000000003 28.484500000000004 67.800000000000011 21.101500000000005 2022.5000000000002 362.12500000000006 557.67000000000019 3 4 157.58975000000007 583.76964000000009 5 177.05000000000004 54.26250000000001 344.82000000000005 336.94125000000003 73.320000000000007 6 27.198000000000004 122.73 6.7650000000000006 decision_type=2 9 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 9 1 2 2 1 2 2 2 2 2 9 2 2 2 left_child=1 3 18 4 10 -6 8 15 -5 24 11 25 -13 -7 17 19 22 -12 -2 20 21 -3 23 -17 -10 -1 27 31 -16 -24 -29 34 -33 -32 -9 right_child=2 7 -4 6 5 13 -8 26 9 -11 14 12 -14 -15 28 16 -18 -19 -20 -21 -22 -23 29 -25 -26 -27 -28 30 -30 -31 33 32 -34 -35 -36 leaf_value=0.6846705878103102 1.1489170191287994 0.16570294643970246 8.2092658863067633 3.6365347925821943 5.1500146113742487 1.5269209405650264 0.3283184440612793 -0.154848496058515 1.663635483917437 3.5409198665618895 0.092726741898013817 2.7088232206381289 -0.15366159629821777 -0.04784351746241252 1.1523488946394487 0.038149117946624761 1.2975950940450034 0.96804993973113596 2.643820426940918 0.8222574815295991 0.66487413603684009 -0.075480768032624296 0.0053689335151152172 0.68181957486470535 0.85122774047851568 0.24326865653733951 0.34997860953921361 0.10652204582768102 0.73108169428507486 -0.24304982662200927 -0.21150719024516917 -0.22105246618934693 -0.1223612208976302 -0.039748540946415493 -0.2555175409317017 leaf_weight=138 20 272 20 24 22 23 25 393 38 20 518 26 20 24 22 40 24 32 20 21 29 2884 88 75 25 138 21 31 30 32 27 3940 43 28 20 leaf_count=138 20 272 20 24 22 23 25 393 38 20 518 26 20 24 22 40 24 32 20 21 29 2884 88 75 25 138 21 31 30 32 27 3940 43 28 20 internal_value=0 -0.029468 4.00067 0.642342 0.481628 2.13437 1.90002 -0.12497 2.26723 1.87129 0.358209 0.61654 1.46426 0.722786 0.206363 -0.0168819 0.295365 0.143655 1.89637 -0.0421598 -0.0478593 -0.0544085 0.19301 0.421299 1.34125 0.497591 -0.207921 -0.210999 0.90931 -0.0561933 -0.0409473 -0.214325 -0.219436 -0.124066 -0.155948 internal_weight=0 9093 60 1125 993 69 132 7968 107 83 924 322 46 47 602 3465 259 550 40 3206 3185 3156 235 115 63 276 4503 4482 52 120 86 4396 3983 55 413 internal_count=9153 9093 60 1125 993 69 132 7968 107 83 924 322 46 47 602 3465 259 550 40 3206 3185 3156 235 115 63 276 4503 4482 52 120 86 4396 3983 55 413 cat_boundaries=0 1 4 5 7 8 9 12 cat_threshold=532736 396361856 3708092643 536875536 89 16777344 2164326401 1649 65 65536 41420800 1835268 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=30 num_cat=3 split_feature=0 25 2 5 0 25 1 11 0 2 1 0 1 2 11 26 2 25 6 0 0 0 3 0 0 2 26 0 20 split_gain=9.4886e+06 5.73486e+06 5.20795e+06 4.27084e+06 1.90345e+06 699214 647530 513766 780926 364298 300831 363446 347911 294232 299462 219026 175316 149120 113300 83616 75365.2 64468.9 38325.6 24850.9 10331.7 6175.71 5087.28 3974.36 2444.59 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 96.365500000000011 299.69250000000005 217.52000000000004 48.619320000000009 58.31600000000001 100.46247000000001 844.84875000000011 419.52500000000009 2022.5000000000002 557.67000000000019 2 366.17750000000007 172.12500000000003 270.37500000000006 177.05000000000004 57.050000000000004 54.26250000000001 73.320000000000007 48.619320000000009 2022.5000000000002 122.73 23.228000000000005 decision_type=2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 4 6 10 13 8 -6 -10 16 12 -12 14 -1 -2 17 19 -19 -3 -13 23 -14 25 -25 28 -27 -26 -7 right_child=2 5 -4 -5 7 21 -8 -9 9 -11 11 20 22 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 27 26 -28 -29 -30 leaf_value=0.29334092224048358 1.13742786192894 0.079074094186421306 8.1271732444763192 5.1090598260788695 3.6393083290431809 -0.21430924876636412 1.7045837437139975 0.3907263688246409 1.1328927691640527 2.6441833027926358 1.1718564598648638 1.2974185290601521 -0.10223636762557492 1.4262335861206055 1.309236935933431 2.6173821449279786 0.79084453735351556 -0.085961898960791441 0.54248418216047622 0.63274199452893487 0.53179876327514652 0.34647882461547852 0.34378329970619897 0.10545682714831445 -0.20939211898379856 -0.22029151049527254 -0.058303799324847284 -0.039351054940904892 -0.10349476242065431 leaf_weight=885 20 459 20 21 23 4296 37 24 58 22 27 36 155 25 30 20 25 2663 29 29 20 21 22 31 27 33 47 28 20 leaf_count=885 20 459 20 21 23 4296 37 24 58 22 27 36 155 25 30 20 25 2663 29 29 20 21 22 31 27 33 47 28 20 internal_value=0 -0.0291621 3.96066 0.636001 0.556676 -0.123719 0.40697 1.70836 2.01538 1.5485 -0.0167105 0.310384 0.114494 0.355893 0.326649 1.87741 -0.0432976 -0.0498553 -0.0788988 0.109728 1.02398 -0.205841 -0.0467989 -0.208889 -0.0405379 -0.212182 -0.125124 -0.122826 -0.213796 internal_weight=0 9093 60 1125 1104 7968 977 127 103 80 3465 260 204 940 915 40 3205 3180 2692 488 56 4503 177 4482 86 4396 80 55 4316 internal_count=9153 9093 60 1125 1104 7968 977 127 103 80 3465 260 204 940 915 40 3205 3180 2692 488 56 4503 177 4482 86 4396 80 55 4316 cat_boundaries=0 1 4 6 cat_threshold=532736 396361856 3708092643 536875536 25165824 2298478593 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=29 num_cat=5 split_feature=0 25 2 5 0 25 1 18 11 0 24 2 1 0 1 26 18 2 25 0 0 8 0 0 25 1 0 11 split_gain=9.29978e+06 5.62074e+06 5.10431e+06 4.18585e+06 1.86558e+06 685299 634644 658295 503542 765386 433227 357048 294844 356213 340988 214668 178372 174305 151390 73865.4 63185.9 40268.7 24356.4 10126.1 6292.45 8292.05 3895.27 1891.72 threshold=960.86250000000007 0 96.632500000000022 1211.5375000000001 178.63500000000002 1 629.70000000000016 330.33750000000003 96.365500000000011 299.69250000000005 2 217.52000000000004 48.619320000000009 58.31600000000001 100.46247000000001 2022.5000000000002 296.06250000000006 557.67000000000019 3 270.37500000000006 177.05000000000004 66.112500000000011 54.26250000000001 73.320000000000007 4 68.280000000000015 122.73 6.7650000000000006 decision_type=2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 left_child=1 3 15 4 6 12 7 10 9 -6 -1 -11 16 14 -14 -2 17 18 -3 -15 22 -16 24 -24 27 -26 -25 -7 right_child=2 5 -4 -5 8 20 -8 -9 -10 11 -12 -13 13 19 21 -17 -18 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 leaf_value=0.60632913063212135 1.1260535535812377 0.10639692712748994 8.0459014778137199 5.0579693621680848 3.6029152364316195 -0.15119789061655525 1.6875379084252025 2.147171956062317 0.38681910375754036 1.1215638157417034 0.1460373814399141 2.6177414261211052 1.1601378850583677 1.2844443612628513 -0.10016558385958338 2.591208381652832 0.89856705760955802 0.78293612365722653 -0.084622104995571018 0.52648077201843269 0.34301399957566037 0.37627133178710936 0.10440225793469336 -0.20729819562700058 -0.21732258212921088 -0.090211609326876122 -0.038957548482077463 -0.25089727783203125 leaf_weight=318 20 483 20 21 23 393 37 20 24 58 602 22 27 36 157 20 20 25 2677 20 21 20 31 27 3931 52 28 20 leaf_count=318 20 483 20 21 23 393 37 20 24 58 602 22 27 36 157 20 20 25 2677 20 21 20 31 27 3931 52 28 20 internal_value=0 -0.0288705 3.92105 0.629641 0.55111 -0.122482 0.4029 0.352334 1.69127 1.99522 0.313316 1.53301 -0.0165434 0.30728 0.113349 1.85863 -0.0428646 -0.0487763 -0.0553563 1.01374 -0.203783 -0.0463309 -0.2068 -0.0401325 -0.21006 -0.215123 -0.121598 -0.152337 internal_weight=0 9093 60 1125 1104 7968 977 940 127 103 920 80 3465 260 204 40 3205 3185 3160 56 4503 177 4482 86 4396 3983 55 413 internal_count=9153 9093 60 1125 1104 7968 977 940 127 103 920 80 3465 260 204 40 3205 3185 3160 56 4503 177 4482 86 4396 3983 55 413 cat_boundaries=0 1 4 5 7 10 cat_threshold=532736 396361856 3708092643 536875536 2121 25165824 2298478593 65536 41420800 1835268 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 10 19 10 26 3 split_gain=9.11467e+06 5.36424e+06 5.00273e+06 2.69966e+06 931647 733094 823010 672282 577834 729648 475102 373810 305328 302974 297606 210396 118203 threshold=960.86250000000007 1341.6425000000002 96.632500000000022 190.42000000000004 548.95500000000004 98.63000000000001 67.800000000000011 470.16250000000008 232.70000000000002 425.10000000000002 1013.1050000000001 383.62912500000004 251.25000000000003 362.77500000000003 67.800000000000011 2022.5000000000002 252.82950000000002 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 13 -7 -8 -1 16 -2 -5 right_child=2 -3 -4 7 -6 6 12 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.10274991188927578 1.1147930383682252 5.1446459503173836 7.9654424476623538 0.34891109114343472 1.9386059893732486 0.092904823289334207 2.5373379287719726 2.6769227619171141 3.1117790950428357 0.65841722135190606 1.4062099202473959 1.4716799245561873 0.89387339628659757 1.1295259037017824 1.6640644836425782 2.5652962989807127 1.0970248703161876 leaf_weight=8342 20 20 20 176 23 309 20 20 22 27 21 21 26 20 22 20 24 leaf_count=8342 20 20 20 176 23 309 20 20 22 27 21 21 26 20 22 20 24 internal_value=0 -0.0285732 3.88184 -0.0399768 -0.0713767 -0.0766547 0.35532 0.907633 0.777058 1.75993 -0.0960299 0.180645 1.60842 -0.0998026 0.560119 1.84004 0.438685 internal_weight=0 9093 60 9073 8782 8759 376 291 271 49 8383 330 46 8362 222 40 200 internal_count=9153 9093 60 9073 8782 8759 376 291 271 49 8383 330 46 8362 222 40 200 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=23 num_cat=1 split_feature=0 1 0 10 7 1 4 0 10 3 19 1 3 10 10 24 1 1 7 0 4 0 split_gain=8.57169e+06 2.63935e+06 1.69736e+06 1.36651e+06 1.35871e+06 841001 774861 698672 483431 332355 319204 258739 252797 250290 1.653e+06 237094 213618 200313 142145 133363 78612.8 58218.2 threshold=960.86250000000007 47.808000000000007 90.300000000000026 1064.4750000000001 308.62500000000006 235.50000000000003 378.05000000000007 284.92500000000007 67.800000000000011 273.11034000000006 362.77500000000003 134.19600000000003 252.82950000000002 73.160000000000011 103.13625000000002 0 232.70000000000002 103.77628000000001 462.80000000000007 690.66750000000013 199.12500000000003 458.28125000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 3 4 7 8 -2 9 10 15 11 13 -4 19 18 -15 17 -13 -3 -1 21 -17 -9 right_child=5 2 6 -5 -6 -7 -8 12 -10 -11 -12 16 -14 14 -16 20 -18 -19 -20 -21 -22 -23 leaf_value=-0.11117895866111525 2.9893073727743968 1.2925848976135255 1.9508502918481827 2.4111873728578739 2.8553535680770876 5.5598840184211733 3.4070665903091428 0.4763377474224757 1.4045789131323496 2.4578126754760743 0.9898334255924931 0.024624046912560097 1.6535654110908506 2.8356390328840777 -0.06386522298245817 -0.13325977469300046 1.1421409313201905 0.26234181404113771 0.3856060356929385 1.1657195154825848 0.49098516637628725 -0.019258697911312708 leaf_weight=8277 35 25 24 22 20 20 20 63 30 20 27 26 20 22 185 243 50 77 58 21 22 38 leaf_count=8277 35 25 24 22 20 20 20 63 30 20 27 26 20 22 185 243 50 77 58 21 22 38 internal_value=0 -0.0353767 0.632036 -0.077945 0.31218 3.92406 1.58475 -0.0842314 0.18406 1.28103 -0.0957601 1.04568 0.611471 -0.0991915 0.244295 0.0842902 0.759833 0.468883 -0.107722 0.440636 -0.0784744 0.289876 internal_weight=0 9290 557 8733 417 55 140 8711 397 120 8569 100 142 8542 207 367 76 102 8335 122 265 101 internal_count=9345 9290 557 8733 417 55 140 8711 397 120 8569 100 142 8542 207 367 76 102 8335 122 265 101 cat_boundaries=0 1 cat_threshold=537 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=25 num_cat=2 split_feature=0 1 0 10 7 1 0 3 4 24 0 26 1 1 10 10 3 3 19 7 0 13 0 24 split_gain=8.40111e+06 2.5876e+06 1.54833e+06 1.43622e+06 1.36814e+06 824265 764160 696682 533484 453734 341508 515144 324956 304721 301048 1.2592e+06 230658 155627 153270 138863 114955 80336.5 78617.6 30033.7 threshold=960.86250000000007 67.485000000000014 90.300000000000026 1064.4750000000001 298.20000000000005 235.50000000000003 284.92500000000007 432.41388000000001 73.320000000000007 0 217.52000000000004 2022.5000000000002 383.62912500000004 116.57500000000002 64.050000000000011 103.13625000000002 252.82950000000002 58.875000000000007 378.05000000000007 462.80000000000007 690.66750000000013 84.744000000000014 458.28125000000006 1 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 3 4 6 9 -2 14 8 10 12 -4 -12 13 -3 18 -16 20 -17 19 -1 22 23 -8 -11 right_child=5 2 7 -5 -6 -7 16 -9 -10 21 11 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.1092606111562697 2.959414266313825 1.3619365470225995 0.13006603108512033 2.4202005479128466 2.8780515508651736 5.5042853193283081 0.5535059751363901 3.1698040829534113 2.5045171767014724 0.019590596494390006 2.6407950773239133 0.52332996050516767 1.8086403648058573 0.036038241386413573 2.1039843651652337 -0.15094257343315079 1.637029763698578 0.66733982827928329 0.77060646820068357 0.38174996910424069 1.1540623019990468 0.56490819263458247 -0.01906610237924676 -0.20132123092810314 leaf_weight=8305 35 26 36 23 20 20 65 23 26 124 20 27 24 52 32 167 20 27 20 58 21 20 38 116 leaf_count=8305 35 26 36 23 20 20 65 23 26 124 20 27 24 52 32 167 20 27 20 58 21 20 38 116 internal_value=0 -0.0350229 0.654593 -0.0754129 0.331962 3.88482 -0.0819705 1.58827 1.25455 0.191294 0.86299 1.42438 0.720462 0.478004 -0.0940548 0.266099 0.640481 -0.0370579 -0.103764 -0.105855 0.479747 -0.0423821 0.342266 -0.0947556 internal_weight=0 9290 514 8776 382 55 8753 132 109 362 83 47 102 78 8609 226 144 194 8383 8363 124 260 103 240 internal_count=9345 9290 514 8776 382 55 8753 132 109 362 83 47 102 78 8609 226 144 194 8383 8363 124 260 103 240 cat_boundaries=0 1 2 cat_threshold=2577 108 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=37 num_cat=5 split_feature=0 25 10 2 10 0 1 2 10 3 24 7 25 0 26 2 6 5 0 1 2 24 0 7 3 0 6 25 0 3 0 0 0 0 0 1 split_gain=8.23394e+06 4.55783e+06 1.86188e+06 1.81844e+06 1.16129e+06 816836 1.33727e+06 751053 705884 794894 600026 493967 378397 376579 292778 264516 238385 234825 199892 146344 101819 92427.1 122232 64493.1 51773.6 30369.4 25486 23992.1 13476.5 11071 7049.97 4927.24 3382.88 2690.63 2575.86 1371.85 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 52.345500000000008 199.87500000000003 96.632500000000022 458.28125000000006 98.63000000000001 460.05000000000007 3 218.97000000000003 44.590000000000011 362.12500000000006 352.08500000000004 262.50000000000006 4 42.190000000000005 136.29000000000002 133.08750000000001 27.198000000000004 150.01600000000005 209.55000000000004 56.900000000000006 68.280000000000015 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 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 7 -2 -4 12 21 10 9 23 11 15 16 19 -8 -1 20 26 -15 -12 24 22 32 -6 -3 -24 -18 28 29 -14 -23 35 -7 -32 -33 -29 right_child=3 5 4 -5 8 6 14 -9 -10 -11 13 -13 27 18 -16 -17 17 -19 -20 -21 -22 30 25 -25 -26 -27 -28 31 -30 -31 33 34 -34 -35 -36 -37 leaf_value=0.47170442548885305 2.4714580980028424 -0.077655142050100254 3.1436093418018238 6.2513760757446288 -0.44184090647204172 -0.17330722312927246 2.5627239949886618 2.257566217694964 2.6022442063960165 2.225176589012146 0.021826869139043463 2.1563194046020508 -0.16419208930119747 1.344674613797987 1.1128985382715861 1.2011294756616864 0.47366045997256323 1.4137291069030762 0.30520479279595453 0.56230769564888694 0.62668187640962147 0.0016740784437760062 0.36070267081260682 0.29630225181579589 0.32102711995442712 0.8074986201319202 0.055979277690251669 -0.2141845333749367 0.096588261922200533 0.011454869863149282 -0.28031551654522235 -0.092902144812620602 -0.01038815424992488 -0.15940472542293488 -0.22412563641866048 -0.14737885628977129 leaf_weight=443 35 2516 37 20 29 25 26 21 22 20 562 20 1190 37 30 56 21 20 37 55 21 23 32 20 33 29 48 3640 21 37 26 52 26 63 21 31 leaf_count=443 35 2516 37 20 29 25 26 21 22 20 562 20 1190 37 30 56 21 20 37 55 21 23 32 20 33 29 48 3640 21 37 26 52 26 63 21 31 internal_value=0 -0.0346746 0.498307 3.84597 1.64984 -0.126471 0.403867 0.382618 1.04248 0.545162 0.350078 0.603695 -0.146045 0.148701 1.78603 0.553564 -0.0489763 0.459646 0.82494 0.0700059 -0.0667806 0.0583258 0.248829 -0.140558 -0.0724937 0.573114 0.1831 -0.197256 -0.153368 -0.158895 -0.141739 -0.211438 -0.0902504 -0.194727 -0.130651 -0.21362 internal_weight=0 9290 1359 55 128 7931 280 1231 91 69 1210 519 7651 691 56 499 2659 89 74 617 2570 224 112 49 2549 61 69 4992 1248 1227 112 3744 51 89 73 3671 internal_count=9345 9290 1359 55 128 7931 280 1231 91 69 1210 519 7651 691 56 499 2659 89 74 617 2570 224 112 49 2549 61 69 4992 1248 1227 112 3744 51 89 73 3671 cat_boundaries=0 2 3 6 7 10 cat_threshold=532864 2164260865 1113 127926272 1547763936 536871696 3111 2416054272 43255810 2986060 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=36 num_cat=3 split_feature=0 25 10 2 10 4 2 0 1 1 4 1 25 26 9 0 0 19 19 2 10 3 0 25 0 0 10 4 0 0 0 26 0 0 1 split_gain=8.07008e+06 4.44397e+06 1.89553e+06 1.78226e+06 1.09174e+06 1.02962e+06 801121 773593 1.32397e+06 430881 489404 586109 416776 286951 266324 218465 209588 172063 155014 114644 112868 81429.2 56427 46206.1 43688.6 72423.3 30319.9 25673.4 16591.6 7154.45 17170.1 4729.05 2836.55 2011.76 1354.17 threshold=960.86250000000007 0 66.112500000000011 96.632500000000022 160.31250000000003 129.39000000000001 1253.9725000000001 96.632500000000022 68.280000000000015 47.808000000000007 217.52000000000004 116.57500000000002 1 2022.5000000000002 64.050000000000011 287.36250000000007 483.75000000000006 223.98000000000002 73.46250000000002 206.55000000000004 331.12500000000006 57.050000000000004 284.92500000000007 2 360.99000000000007 453.00000000000006 379.49000000000007 226.93500000000003 42.190000000000005 169.17500000000004 221.27241000000004 2022.5000000000002 27.198000000000004 42.190000000000005 68.280000000000015 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -4 14 9 12 22 15 11 -11 17 -10 26 18 -17 19 -1 20 -3 -21 29 27 -24 -26 -6 28 -14 31 -31 -9 34 -34 -25 right_child=3 7 4 -5 5 -7 -8 8 13 10 -12 -13 23 -15 -16 16 -18 -19 -20 21 -22 -23 24 32 25 -27 -28 -29 -30 30 -32 -33 33 -35 -36 leaf_value=0.2194887740098152 2.4467435114724299 -0.057799512090489939 3.8236049613952638 6.1888621940612794 1.3998025821504139 2.8774593316275499 2.3706016311645506 -0.032842604867343243 2.5370967479852529 2.1263228302001953 1.941018425822258 0.25991566741241601 -0.15240989676332531 1.1017695420583089 -0.11236893926348004 1.6777560323760623 0.37519410800933839 0.89610973370075231 1.0689406221563167 0.14187145354255798 0.58122443199157714 0.84854340553283691 0.59146500940676094 -0.21228285699995589 -0.31064218362172447 0.42636158053080248 0.89316992159242992 0.16213760729189272 0.10710091629028319 0.15476667146424991 -0.15897930318659001 -0.19522758118649747 -0.092204976414932929 -0.2002089069230216 -0.14590507076632592 leaf_weight=914 35 2149 20 20 21 29 20 29 26 20 32 106 1694 30 28 21 30 20 22 63 28 22 27 3589 24 30 27 27 25 37 33 47 34 35 31 leaf_count=914 35 2149 20 20 21 29 20 29 26 20 32 106 1694 30 28 21 30 20 22 63 28 22 27 3589 24 30 27 27 25 37 33 47 34 35 31 internal_value=0 -0.0343279 0.50808 3.80751 1.68227 1.27439 0.386455 -0.122273 0.391076 0.351798 0.836646 0.556171 -0.141258 1.76817 0.662699 0.274183 0.911543 -0.027229 0.239455 -0.0355133 -0.0495806 0.324775 0.051352 -0.188737 0.263025 0.0988044 1.11482 -0.143011 -0.148636 -0.0660828 0.00685785 -0.133265 -0.209935 -0.14699 -0.211714 internal_weight=0 9290 1290 55 125 105 1165 8000 283 1145 158 126 7717 56 76 987 51 2282 936 2262 2177 85 227 5435 81 54 48 1746 1719 146 70 76 3689 69 3620 internal_count=9345 9290 1290 55 125 105 1165 8000 283 1145 158 126 7717 56 76 987 51 2282 936 2262 2177 85 227 5435 81 54 48 1746 1719 146 70 76 3689 69 3620 cat_boundaries=0 2 5 8 cat_threshold=532864 1 27262976 2365653216 536871440 2516733952 1389627394 2986316 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=43 num_cat=7 split_feature=25 1 4 10 3 24 25 1 3 2 10 10 7 2 3 1 10 6 1 1 2 1 5 25 24 2 19 25 7 6 24 2 6 4 5 3 7 7 1 10 3 5 split_gain=6.51974e+06 2.66245e+06 2.51197e+06 1.65325e+06 1.46189e+06 784334 700791 653323 560996 513472 450183 1.4463e+06 453873 408225 417816 330506 217313 200912 145705 155727 139902 122149 129751 101949 123281 86693.1 79535.4 55458.2 50484.5 40658.6 24471.9 21424 7445.79 6485.75 5830.91 6154.83 3688.41 6604.81 1132.42 432.978 389.455 7.70741 threshold=0 293.06250000000006 66.112500000000011 1064.4750000000001 438.33250000000004 1 2 63.870000000000005 232.70000000000002 85.544000000000025 73.46250000000002 344.82000000000005 417.90600000000001 532.72500000000014 2.6721240000000006 470.16250000000008 96.632500000000022 256.61250000000007 1094.8600000000004 665.43750000000011 387.99000000000007 108.69300000000001 57.780000000000008 3 4 190.53000000000003 230.04300000000003 5 157.50375000000003 310.65000000000003 6 10.775250000000002 458.71125000000006 216.15000000000003 103.77628000000001 177.05000000000004 33.63000000000001 46.144000000000005 68.280000000000015 49.692500000000003 33.63000000000001 177.05000000000004 decision_type=9 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 5 -4 16 7 17 21 10 12 -12 -7 14 -11 -3 25 20 19 -17 23 -9 31 24 -2 28 -25 30 -1 -19 -8 -23 -31 34 35 -32 38 -38 39 40 -29 -36 right_child=6 2 4 -5 -6 9 27 8 -10 13 11 -13 -14 -15 -16 18 -18 29 -20 -21 -22 22 -24 26 -26 -27 -28 36 -30 32 33 -33 -34 -35 41 -37 37 -39 -40 -41 -42 -43 leaf_value=-0.22249127833642693 0.36996395905812585 2.000043386731829 2.1506326624552408 3.2605681630543302 5.4618475556373598 0.39573311508146219 -0.0014040614463187555 1.1039351154509045 2.1532939891815186 2.2789132326299497 3.2724028570001775 -0.44318542790412907 1.8538173398104583 0.3803125185285296 0.59109130859375003 0.74591639227337314 0.84910600515512313 0.88638481998443608 1.2218509607729704 -0.41830084133148193 0.62074281384868013 0.11182782255686247 1.0449158048629761 -0.083469631123209889 -0.088083299001057949 0.39896159362792971 0.55017552328109742 -0.20996575969506523 0.23638815879821778 0.21948110829228942 -0.14788944012569866 0.4009851001290714 0.47126900037129721 0.032162492752075195 -0.25193020327337856 0.028793773651123046 0.018142074823379518 -0.21215909621932291 -0.15265704059600832 -0.25621023082733152 -0.18362026632877818 -0.25988502684093656 leaf_weight=214 110 21 30 21 24 721 138 21 20 44 22 20 22 35 22 27 26 20 23 20 31 104 20 2077 113 30 20 3596 27 23 1390 34 24 20 29 20 20 33 35 20 57 21 leaf_count=214 110 21 30 21 24 721 138 21 20 44 22 20 22 35 22 27 26 20 23 20 31 104 20 2077 113 30 20 3596 27 23 1390 34 24 20 29 20 20 33 35 20 57 21 internal_value=0 0.628838 1.91366 0.479328 3.62228 0.429957 -0.120283 0.014061 0.564876 0.575696 0.495843 1.50308 0.438907 1.25334 1.71631 0.89975 -0.0234041 -0.0312127 0.569661 0.250505 -0.0466008 0.3874 0.292164 -0.0555179 0.14404 -0.107977 -0.0770588 -0.18555 -0.171082 0.50875 -0.133488 0.183069 0.348054 -0.145712 -0.149147 -0.145383 -0.207534 -0.125253 -0.209269 -0.209809 -0.209555 -0.255271 internal_weight=0 1349 145 1204 54 1183 7996 2617 199 886 785 42 743 101 66 91 297 2418 70 47 2351 179 158 2320 223 271 2097 5379 241 67 1618 138 47 1480 1460 1410 3761 53 3708 3673 3653 50 internal_count=9345 1349 145 1204 54 1183 7996 2617 199 886 785 42 743 101 66 91 297 2418 70 47 2351 179 158 2320 223 271 2097 5379 241 67 1618 138 47 1480 1460 1410 3761 53 3708 3673 3653 50 cat_boundaries=0 2 3 6 8 9 12 13 cat_threshold=532864 2147483649 2432 27262976 1560346784 536875536 0 83951616 3492 2516733952 47188034 2982220 4 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=33 num_cat=4 split_feature=0 25 5 0 10 1 0 1 10 0 0 25 10 1 0 0 0 1 8 8 0 25 3 0 0 25 0 1 8 6 1 6 split_gain=8.92822e+06 5.49462e+06 3.77799e+06 1.64435e+06 912459 910386 801435 1.03919e+06 728562 700281 486051 376075 313509 252769 230038 211033 149761 144832 107644 196560 87725.4 48654.8 69218.1 26135.2 49395.7 23064.2 19531.3 16790.6 16399.3 7404.57 4679.78 4005.74 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 96.07050000000001 259.87500000000006 96.632500000000022 68.280000000000015 210.75000000000003 391.73750000000007 282.37500000000006 1 690.66750000000013 98.63000000000001 240.75000000000003 486.41000000000003 13.003400000000001 174.37500000000003 226.95300000000003 262.12000000000006 453.00000000000006 2 362.12500000000006 360.99000000000007 290.03125000000006 3 41.639500000000005 218.97000000000003 458.03625000000005 69.862500000000026 68.280000000000015 66.112500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 13 14 11 20 -6 -7 -9 18 -10 16 -5 -16 -1 -15 21 -20 23 27 -23 24 -8 26 31 -3 -21 30 -27 -13 right_child=-2 6 -4 5 8 9 7 10 12 -11 -12 25 -14 17 15 -17 -18 -19 19 28 -22 22 -24 -25 -26 29 -28 -29 -30 -31 -32 -33 leaf_value=0.21946140850535173 5.1979202703996137 0.076368012365541957 4.8918302607536317 0.028983837309337797 2.871823276022206 4.0408158721923826 0.0010941571593284607 2.2082220177650451 0.27177869910285585 1.5720027457343206 0.29893415451049804 -0.14206705631748323 1.623635499888453 1.4985352361769904 1.6756896176092002 0.74585103676869324 0.84449288064241412 0.57527455745118394 1.1707049598693848 0.14284368701097441 0.6106260122101882 -0.079212057024115892 0.36226642661624481 -0.30272316759282891 0.50646351120688704 -0.20798912776507991 0.16942909240722656 -0.21599857330322267 -0.20643333530426028 -0.018602524201075239 -0.086522356569767006 -0.25007380697462295 leaf_weight=921 33 304 20 21 23 20 160 40 42 27 20 744 29 21 46 52 40 89 20 41 29 2631 36 22 22 3604 20 21 20 21 32 36 leaf_count=921 33 304 20 21 23 20 160 40 42 27 20 744 29 21 46 52 40 89 20 41 29 2631 36 22 22 3604 20 21 20 21 32 36 internal_value=0 -0.0128884 0.573619 0.513042 0.380364 1.44419 -0.114762 0.398202 1.32502 2.62256 1.57179 -0.134875 0.823946 0.297453 0.978778 1.18231 0.245477 0.751533 -0.0491545 0.310395 0.0959893 -0.0590526 -0.0729792 0.0228302 0.0621828 -0.193433 -0.137422 0.0557609 0.0283266 -0.205277 -0.20692 -0.147052 internal_weight=0 9174 1351 1331 1165 166 7823 293 94 47 60 7530 71 1071 119 98 961 110 3073 81 233 2992 2667 204 182 4457 800 325 61 3657 3636 780 internal_count=9207 9174 1351 1331 1165 166 7823 293 94 47 60 7530 71 1071 119 98 961 110 3073 81 233 2992 2667 204 182 4457 800 325 61 3657 3636 780 cat_boundaries=0 2 5 7 10 cat_threshold=17310080 16842752 379650048 3691249891 537460756 0 2348810241 2147504128 40896512 2142464 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=33 num_cat=5 split_feature=0 25 5 0 10 1 0 1 10 0 0 25 24 26 10 0 0 1 2 24 0 18 12 0 25 0 26 6 1 6 0 0 split_gain=8.75055e+06 5.38528e+06 3.70281e+06 1.61163e+06 894301 892270 785486 1.01851e+06 714063 686345 476378 368591 333238 648204 307270 225460 206833 168575 133969 111472 87949.8 67881.5 56840 26421 22605.2 19142.6 11127.6 7257.22 4586.66 3926.02 2160.32 756.737 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 96.07050000000001 259.87500000000006 96.632500000000022 68.280000000000015 210.75000000000003 391.73750000000007 282.37500000000006 1 2 2022.5000000000002 690.66750000000013 240.75000000000003 486.41000000000003 98.63000000000001 515.86500000000012 3 330.61600000000004 362.12500000000006 362.12500000000006 169.17500000000004 4 41.639500000000005 2022.5000000000002 69.862500000000026 68.280000000000015 66.112500000000011 166.40250000000003 216.15000000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 12 15 11 19 -6 -7 -9 18 13 -1 -10 -5 -17 -14 21 26 23 22 -3 -21 25 29 30 28 -26 -13 -8 -28 right_child=-2 6 -4 5 8 9 7 10 14 -11 -12 24 17 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 27 -27 31 -29 -30 -31 -32 -33 leaf_value=0.23397927284240724 5.1459410556157437 -0.062132903213434398 4.8429120402336121 0.028693992978050593 2.8431050408404808 4.0004076423645021 0.017042673587799075 2.1861397658586506 0.26906093415759857 1.5562827625981084 0.29594481468200684 -0.14064638431995147 0.18404632034268567 1.8317720949927043 1.6073991315118199 1.6589327081908352 0.73839252508603603 0.61024784947817146 0.69538612206776929 -0.048672496405514805 0.70010413847471542 0.52599356698989863 0.45993651798793245 0.28577265496347465 -0.20590922552589369 0.16773479843139646 -0.23995256543159485 -0.018416501340411961 -0.08565712623298169 -0.24757307105594212 -0.11713125228881836 -0.31832567475058815 leaf_weight=62 33 3008 20 21 23 20 20 40 42 27 20 744 862 43 29 46 52 104 24 44 38 20 21 51 3604 20 28 21 32 36 30 22 leaf_count=62 33 3008 20 21 23 20 20 40 42 27 20 744 862 43 29 46 52 104 24 44 38 20 21 51 3604 20 28 21 32 36 30 22 internal_value=0 -0.0127595 0.567883 0.507912 0.376561 1.42975 -0.113615 0.39422 1.31177 2.59634 1.55607 -0.133526 0.294479 0.811069 0.815706 0.968991 1.17048 0.227576 -0.048663 0.0950294 0.272984 -0.0546793 -0.0585134 0.130872 -0.191498 -0.136048 -0.15359 -0.203225 -0.204851 -0.145581 -0.0634617 -0.274437 internal_weight=0 9174 1351 1331 1165 166 7823 293 94 47 60 7530 1071 105 71 119 98 966 3073 233 133 3049 3029 95 4457 800 100 3657 3636 780 50 50 internal_count=9207 9174 1351 1331 1165 166 7823 293 94 47 60 7530 1071 105 71 119 98 966 3073 233 133 3049 3029 95 4457 800 100 3657 3636 780 50 50 cat_boundaries=0 2 5 6 7 10 cat_threshold=17310080 16842752 379650048 3691249891 537460756 1 920 2147504128 40896512 2142464 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=33 num_cat=6 split_feature=0 25 5 0 10 0 2 10 2 0 24 3 0 25 24 26 10 0 24 2 18 12 3 0 25 0 0 0 0 6 6 4 split_gain=8.57641e+06 5.27811e+06 3.62912e+06 1.57956e+06 876504 769855 703809 699854 495143 637334 484906 420226 437532 361256 326606 635305 301156 279650 165166 131303 66530.6 55708.9 55454.2 42068.9 22155.4 18761.6 9368.16 13617.2 8229.64 7112.8 3847.9 2388.97 threshold=1219.7885000000003 0 1279.9550000000002 173.94850000000002 96.07050000000001 96.632500000000022 326.66250000000008 210.75000000000003 9.775500000000001 299.69250000000005 1 28.484500000000004 223.66250000000002 2 3 2022.5000000000002 690.66750000000013 366.17750000000007 4 515.86500000000012 362.12500000000006 362.12500000000006 67.800000000000011 157.58975000000007 5 41.639500000000005 284.92500000000007 453.00000000000006 218.97000000000003 69.862500000000026 66.112500000000011 35.001570000000008 decision_type=2 9 2 2 2 2 2 2 2 2 1 2 2 9 1 2 2 2 1 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 14 13 8 -6 9 -5 11 12 23 19 15 -1 -9 -14 -16 20 21 -3 26 -7 25 30 28 -28 -12 31 -15 -26 right_child=-2 5 -4 6 7 10 -8 16 -10 -11 22 -13 17 24 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31 -32 -33 leaf_value=0.23163946859298215 5.094481650067098 -0.061511574201483996 4.7944827852249148 2.6559820201479161 2.8146740225087039 -0.084535444259643558 2.6751700363159183 0.26637031305403935 -0.10027045215879168 0.9069924801426964 -0.053856447390147617 2.2225665197372435 2.171862841896389 -0.13923992015982187 -0.071222640219188879 1.8134544261666232 1.5913250942887931 0.55504032611846921 0.28344495292397759 0.68843229770660397 0.52073362207412721 0.45533713658650721 0.47876425569707698 0.45219616350920305 -0.20375953857954726 0.16605745315551759 -0.30072230554396107 0.029081242879231774 0.16417489756708559 -0.01823233269509815 -0.24509733782874216 -0.13415659899711607 leaf_weight=62 33 3008 20 29 23 40 35 42 28 74 70 20 23 744 158 43 29 20 808 24 20 21 22 23 3586 20 31 21 23 21 36 50 leaf_count=62 33 3008 20 29 23 40 35 42 28 74 70 20 23 744 158 43 29 20 808 24 20 21 22 23 3586 20 31 21 23 21 36 50 internal_value=0 -0.0126319 0.562204 0.502833 0.372795 -0.112479 1.41545 1.29865 1.07888 1.39943 0.390277 0.827383 0.642196 -0.132191 0.291534 0.802958 0.807549 1.41985 0.2253 -0.0481764 -0.0541325 -0.0579283 0.0103232 0.111414 -0.189583 -0.134687 -0.0600387 -0.167532 6.52831e-05 -0.201192 -0.144126 -0.202802 internal_weight=0 9174 1351 1331 1165 7823 166 94 131 103 293 126 106 7530 1071 105 71 43 966 3073 3049 3029 167 63 4457 800 145 52 93 3657 780 3636 internal_count=9207 9174 1351 1331 1165 7823 166 94 131 103 293 126 106 7530 1071 105 71 43 966 3073 3049 3029 167 63 4457 800 145 52 93 3657 780 3636 cat_boundaries=0 2 3 6 7 8 11 cat_threshold=17310080 16842752 93 379650048 3691249891 537460756 1 2176 2147504128 40896512 2142464 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=33 num_cat=4 split_feature=0 25 5 0 1 10 0 1 9 1 10 0 25 24 26 0 0 1 2 24 0 18 12 0 26 2 20 5 0 2 2 0 split_gain=8.40573e+06 5.17332e+06 3.55687e+06 1.54807e+06 872063 859028 754535 992031 689999 679738 619745 463687 354904 320079 622662 224698 202213 165100 131460 109923 86505.9 61291.1 51779.8 24987.2 11129.2 5655.82 2670.69 2532.68 2266.17 1502.92 2737.2 824.664 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 515.86500000000012 3 330.61600000000004 362.12500000000006 362.12500000000006 169.17500000000004 2022.5000000000002 27.463980000000003 16.938000000000006 51.475000000000009 166.40250000000003 111.65000000000002 56.310000000000009 216.15000000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 15 13 12 19 10 -6 -7 -9 18 14 -1 -5 -17 -15 21 24 23 22 -3 -21 28 26 27 -14 -8 30 -27 -26 right_child=-2 6 -4 4 9 8 7 11 -10 -11 -12 -13 25 17 -16 16 -18 -19 -20 20 -22 -23 -24 -25 31 29 -28 -29 -30 -31 -32 -33 leaf_value=0.2293230681265554 5.0435368422305951 -0.067581340180994875 4.7465380107760424 0.0070789609636579248 3.9518956584930418 3.31330739402771 0.016998847484588624 2.1546405857801436 -0.02971860340663365 1.5195644943802447 1.2047548410166864 0.28979457664489749 -0.19781633403377194 0.17996800976950167 1.7953198699064032 1.6299003394790319 0.71970055763538077 0.60175424649165232 0.68154793421427418 -0.04777263879776001 0.69137230848011211 0.47745541981288364 0.41913101543079728 0.27747123045079852 -0.24044584069933211 -0.099426009434240847 -0.08112732410430909 -0.12064921046412268 -0.12042305564880371 -0.042435425758361824 -0.22598690795898438 -0.32226086616516114 leaf_weight=62 33 3393 20 21 20 20 20 40 28 27 46 20 3908 862 43 46 52 104 24 44 38 21 22 51 28 54 20 43 30 20 25 22 leaf_count=62 33 3393 20 21 20 20 20 40 28 27 46 20 3908 862 43 46 52 104 24 44 38 21 22 51 28 54 20 43 30 20 25 22 internal_value=0 -0.0125033 0.556598 0.49782 1.40129 0.369085 -0.111354 0.386375 1.28567 2.5546 1.84371 1.53303 -0.130869 0.288638 0.794929 0.945786 1.14694 0.223069 -0.055821 0.0910998 0.26798 -0.0611339 -0.0644459 0.126832 -0.155409 -0.194055 -0.196393 -0.196976 -0.0654543 -0.119873 -0.139477 -0.276444 internal_weight=0 9174 1351 1331 166 1165 7823 293 94 47 66 60 7530 1071 105 119 98 966 3460 233 133 3436 3415 95 100 4070 3971 3951 50 99 79 50 internal_count=9207 9174 1351 1331 166 1165 7823 293 94 47 66 60 7530 1071 105 119 98 966 3460 233 133 3436 3415 95 100 4070 3971 3951 50 99 79 50 cat_boundaries=0 2 5 6 7 cat_threshold=17310080 16842752 2527133696 3728998627 537460756 1 920 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=32 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 11 0 2 25 0 0 0 0 6 6 4 split_gain=8.23846e+06 5.07037e+06 2.26404e+06 1.43135e+06 881401 880281 739520 643827 472932 429797 419228 361186 347618 302390 610271 265277 194510 126105 73841.1 65715.6 66945.1 45991.7 43287.1 22203.7 20810.3 19723.6 25571.9 18163.2 6966.75 3895.53 2336.33 threshold=1219.7885000000003 0 1265.0725000000002 173.94850000000002 96.07050000000001 326.66250000000008 96.632500000000022 210.75000000000003 1 9.775500000000001 299.69250000000005 744.3325000000001 2 3 2022.5000000000002 2022.5000000000002 113.10000000000002 515.86500000000012 228.76800000000003 247.25750000000002 283.87500000000006 135.40500000000003 134.19600000000003 4 223.66250000000002 441.67528000000004 284.92500000000007 41.639500000000005 69.862500000000026 66.112500000000011 35.001570000000008 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 13 9 12 -6 15 10 -5 -9 17 14 -1 24 -15 19 21 20 -3 -17 25 27 -8 26 -10 29 30 -14 -25 right_child=-2 6 -4 5 7 -7 8 11 22 -11 -12 -13 23 16 -16 18 -18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 -32 leaf_value=0.2270298493293024 4.9931014962629838 -0.061537603064526554 3.5991082986195879 2.3028021779553645 2.7606616476307746 2.7505985462665556 1.2877354444776261 0.24568712279910135 -0.014930485074457369 -0.11354942270687648 0.88430304321082864 1.7119455364772254 -0.13502825266694371 0.21136278929627814 1.7773666656848996 0.57520174702008564 1.2079573783874511 0.67473247528076175 0.8977042090508246 0.51834957730770115 0.4055651578595561 -0.050574342893517539 0.44454630565643316 -0.19982728984322812 1.7100789089202879 0.24057222461700442 -0.34177880465984345 0.16522945976257325 -0.016221122798465548 -0.24158600118425155 -0.13099736976623536 leaf_weight=62 33 2998 24 29 23 36 28 42 95 28 74 28 730 942 43 24 20 24 31 20 31 23 20 3600 20 20 32 20 21 36 50 leaf_count=62 33 2998 24 29 23 36 28 42 95 28 74 28 730 942 43 24 20 24 31 20 31 23 20 3600 20 20 32 20 21 36 50 internal_value=0 -0.0123783 0.551032 0.500057 0.375443 1.36564 -0.11024 1.30912 0.382511 0.98504 1.28369 0.83219 -0.12956 0.294063 0.786979 0.814181 0.229694 -0.0471478 0.518852 -0.0529847 -0.0567571 0.268971 0.00761047 -0.185859 1.46371 -0.0513189 -0.097286 -0.130607 -0.197302 -0.140036 -0.198884 internal_weight=0 9174 1351 1327 1160 167 7823 93 293 131 103 70 7530 1067 105 126 962 3073 78 3049 3029 47 167 4457 48 147 127 786 3671 766 3650 internal_count=9207 9174 1351 1327 1160 167 7823 93 293 131 103 70 7530 1067 105 126 962 3073 78 3049 3029 47 167 4457 48 147 127 786 3671 766 3650 cat_boundaries=0 2 3 6 7 10 cat_threshold=17310080 16842752 93 379650048 3691249891 537460756 1 2147504128 40896512 2134272 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 1 19 2 2 0 0 0 0 10 split_gain=5.00732e+06 4.19152e+06 1.66776e+06 1.56574e+06 1.52858e+06 1.34067e+06 1.66327e+06 1.08557e+06 716470 394815 258301 255038 202549 318408 196413 287035 162482 150521 107825 threshold=1435.0600000000002 767.58750000000009 48.619320000000009 299.69250000000005 1064.4750000000001 173.94850000000002 252.37200000000004 328.74048000000005 464.11500000000007 0 100.46247000000001 362.77500000000003 1052.6300000000003 569.59500000000014 486.41000000000003 375.58250000000004 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 11 10 -4 17 13 -10 15 -8 -3 -1 -11 right_child=-2 3 5 -5 -6 6 14 -9 12 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.097781204858683732 4.7594256418401546 2.0720353110631309 1.5144777022089277 4.7746829147338863 2.6907626247406005 3.6621910914668332 0.47403918989773453 2.384539215253747 1.4813209993189032 -0.077362853656116046 0.41754361750153096 0.90287186255821805 1.6258433190981547 -0.045694277286529542 -0.010543241086213484 2.0312645049095153 0.94119771462899671 0.11489769589316948 0.68027792453765867 leaf_weight=8116 22 24 28 20 20 27 29 23 22 309 92 26 24 36 23 20 27 347 20 leaf_count=8116 22 24 28 20 20 27 29 23 22 309 92 26 24 36 23 20 27 347 20 internal_value=0 -0.0170541 -0.0358104 2.40331 -0.0705935 0.487519 1.54555 0.265602 -0.077037 0.15706 0.621688 -0.0860229 0.853223 0.533518 0.751805 1.10964 1.47336 -0.0890609 -0.0303822 internal_weight=0 9233 9162 71 8591 571 99 472 8571 449 120 8489 82 58 72 49 51 8463 329 internal_count=9255 9233 9162 71 8591 571 99 472 8571 449 120 8489 82 58 72 49 51 8463 329 cat_boundaries=0 1 cat_threshold=532 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=42 num_cat=7 split_feature=25 5 0 25 0 0 7 7 0 24 0 5 0 0 24 25 6 19 0 0 7 3 25 4 0 0 25 13 7 0 0 4 6 10 6 0 3 3 4 0 6 split_gain=5.94568e+06 4.30927e+06 3.1609e+06 651848 551230 941745 696375 1.91798e+06 474038 442165 399369 301990 151929 326285 131378 202211 247577 119234 101560 186916 93357.4 68656.1 57531.5 51209.5 62201.1 49033.8 34559.2 25979.4 19321.1 10259.9 14394.6 8262.66 6400.93 4897.73 3678.96 3516.26 2828.68 4153.65 2070.47 122.318 2.56587 threshold=0 1341.6425000000002 767.58750000000009 1 173.94850000000002 252.37200000000004 323.80000000000007 595.50000000000011 164.55774000000002 2 1205.5225000000003 102.07500000000002 525.67500000000007 352.08500000000004 3 4 226.95300000000003 138.69000000000003 232.70000000000002 209.55000000000004 74.355000000000004 244.35500000000002 5 123.63250000000001 561.34500000000014 425.10000000000002 6 109.09500000000001 29.095300000000005 6.7650000000000006 93.325000000000017 150.01600000000005 14.655000000000003 74.355000000000004 97.950000000000017 153.20400000000004 35.001570000000008 47.808000000000007 30.270000000000003 152.19250000000002 99.89997000000001 decision_type=9 2 2 9 2 2 2 2 2 1 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 8 6 -6 9 -8 14 11 -4 -1 13 -7 17 -16 21 22 19 -10 -11 -17 28 24 25 -20 29 -24 -2 31 -31 32 33 -5 35 36 38 -38 -28 -32 -34 right_child=3 -3 10 26 5 12 7 -9 18 20 -12 -13 -14 -15 15 16 -18 -19 23 -21 -22 -23 27 -25 -26 -27 34 -29 -30 30 39 -33 40 -35 -36 -37 37 -39 -40 -41 -42 leaf_value=0.59012931556454673 0.001235128706491336 5.0260156982595268 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29 42 164 1448 37 20 58 23 21 43 763 23 29 20 3867 25 24 27 20 22 20 25 27 23 21 55 75 24 26 internal_value=0 0.634413 0.560602 -0.105787 0.454551 1.07941 0.379281 1.38998 0.00830988 0.313411 2.99769 0.515415 0.670879 0.911307 -0.0223369 0.034675 -0.00210428 -0.101184 0.509283 0.902383 0.0860389 -0.0221699 -0.114832 0.364139 0.456158 0.309144 -0.177129 -0.163794 -0.0156283 -0.114449 -0.00066081 -0.126183 -0.131685 -0.124359 -0.190021 -0.191265 -0.19056 -0.130132 -0.191725 -0.1122 -0.246041 internal_weight=0 1245 1223 8010 1172 126 1046 64 3085 982 51 506 103 74 2907 1692 1528 1215 178 48 476 1491 1195 130 107 78 4925 788 407 857 71 786 764 718 4068 4041 4018 76 3942 44 46 internal_count=9255 1245 1223 8010 1172 126 1046 64 3085 982 51 506 103 74 2907 1692 1528 1215 178 48 476 1491 1195 130 107 78 4925 788 407 857 71 786 764 718 4068 4041 4018 76 3942 44 46 cat_boundaries=0 1 4 5 6 8 11 14 cat_threshold=532864 295698432 2634350755 536875024 599 2497 16777216 150994945 8388608 335609986 4096 2248163328 7340096 2621700 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=53 num_cat=8 split_feature=25 7 7 0 1 1 3 25 0 24 2 26 1 1 1 0 7 11 0 24 25 19 18 7 10 3 0 26 25 25 0 25 13 7 0 10 26 0 0 1 7 11 26 26 1 1 3 11 26 10 11 7 split_gain=5.8273e+06 3.74754e+06 3.2178e+06 1.90723e+06 2.18982e+06 1.48121e+06 883210 640175 449852 424968 448301 924321 356640 358725 283190 279247 204797 189372 188832 119005 203346 115580 91298.4 89689.7 86454.8 86259.9 83522.4 79327.9 66546.2 57539.6 42590.9 27210.6 25138 19344.6 19289.8 7306.35 5685.38 5617.38 9142.17 4925.01 3962.88 3532.99 3273.84 2727.66 1429.83 1260.09 990.845 724.344 410.228 333.38 311.941 3.24396 threshold=0 323.80000000000007 441.88278000000008 173.94850000000002 259.87500000000006 31.849500000000003 262.50000000000006 1 164.55774000000002 2 164.55774000000002 2022.5000000000002 57.050000000000004 228.76800000000003 98.63000000000001 470.16250000000008 729.18750000000011 1.7878000000000001 1005.9575000000001 3 4 147.70000000000002 73.96250000000002 39.961300000000001 323.80000000000007 90.300000000000026 561.34500000000014 2022.5000000000002 5 6 232.70000000000002 7 109.09500000000001 29.095300000000005 309.90000000000003 53.520000000000003 2022.5000000000002 33.705000000000005 93.325000000000017 27.198000000000004 73.46250000000002 6.7650000000000006 2022.5000000000002 2022.5000000000002 63.870000000000005 45.778960000000005 70.562500000000014 4.197000000000001 2022.5000000000002 42.190000000000005 37.963750000000012 166.40250000000003 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 2 2 2 2 2 9 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 15 16 -6 8 19 10 14 -12 26 -14 17 34 -4 -1 -17 21 48 29 23 25 28 -11 30 -16 -22 33 -10 35 -31 -2 -5 37 -32 40 -39 46 41 -9 45 -40 -44 -41 47 49 -21 -33 -49 -42 right_child=7 2 5 4 6 -7 -8 31 12 22 11 -13 13 -15 27 18 -18 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29 -30 32 36 39 -34 -35 -36 -37 -38 38 43 42 51 -43 44 -45 -46 -47 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internal_weight=0 1245 99 1146 159 78 49 8010 3180 987 507 46 181 45 461 110 47 421 62 2999 1744 1255 480 449 1580 429 136 40 1560 1235 112 4830 796 439 48 1326 77 1285 79 3504 1206 1163 83 51 42 41 3421 3401 164 3333 68 43 internal_count=9255 1245 99 1146 159 78 49 8010 3180 987 507 46 181 45 461 110 47 421 62 2999 1744 1255 480 449 1580 429 136 40 1560 1235 112 4830 796 439 48 1326 77 1285 79 3504 1206 1163 83 51 42 41 3421 3401 164 3333 68 43 cat_boundaries=0 1 4 5 6 8 10 13 16 cat_threshold=532864 329252864 2634350755 536875280 599 2497 16777216 150994945 278921216 2214854688 41943040 335609986 4096 2752528384 40896576 71050317 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=45 num_cat=9 split_feature=25 5 0 1 1 6 10 2 25 0 24 0 1 1 26 24 25 6 1 0 12 25 25 0 25 25 10 26 0 0 1 7 11 1 26 26 2 11 26 10 11 1 11 7 split_gain=5.71133e+06 4.19153e+06 3.06602e+06 1.33989e+06 1.23836e+06 715568 703272 789930 627440 600874 452636 440899 349543 351586 289190 116639 199298 224018 82720.3 81860.3 60875.4 58256.8 54920.6 41743.3 26669.1 24957.2 7160.95 5572.24 5505.59 8960.24 4827 3884.01 3462.68 3265.3 4154.65 2673.38 2529.48 691.826 402.064 333.763 305.734 285.619 93.9858 3.1794 threshold=0 1341.6425000000002 767.58750000000009 49.650000000000006 259.87500000000006 310.65000000000003 788.58750000000009 164.55774000000002 1 178.63500000000002 2 164.55774000000002 57.050000000000004 228.76800000000003 2022.5000000000002 3 4 226.95300000000003 438.04750000000007 561.34500000000014 259.12500000000006 5 6 232.70000000000002 7 8 53.520000000000003 2022.5000000000002 33.705000000000005 93.325000000000017 27.198000000000004 73.46250000000002 6.7650000000000006 84.744000000000014 2022.5000000000002 2022.5000000000002 21.802500000000006 4.197000000000001 2022.5000000000002 42.190000000000005 37.963750000000012 1.0000000180025095e-35 13.620000000000003 166.40250000000003 decision_type=9 2 2 2 2 2 2 2 9 2 1 2 2 2 2 1 9 2 2 2 2 9 9 2 9 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 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1245 1223 51 1172 130 1042 1022 8010 110 919 3180 181 45 103 2999 1744 1580 78 136 1255 1235 1541 112 4830 983 1326 77 1285 79 3504 1206 1163 83 59 51 252 3421 164 3353 68 3332 44 43 internal_count=9255 1245 1223 51 1172 130 1042 1022 8010 110 919 3180 181 45 103 2999 1744 1580 78 136 1255 1235 1541 112 4830 983 1326 77 1285 79 3504 1206 1163 83 59 51 252 3421 164 3353 68 3332 44 43 cat_boundaries=0 1 4 5 6 8 10 12 15 18 cat_threshold=532864 329252864 2634350755 536875280 3 2497 16777216 150994945 287309824 151257089 268435456 2214854688 2752528384 40896576 71050317 41943040 268501120 4096 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=46 num_cat=7 split_feature=25 4 1 0 1 19 24 0 25 4 0 1 1 11 16 16 7 24 25 6 19 0 1 3 25 0 25 13 7 11 0 0 0 1 7 1 15 4 0 1 11 0 4 11 7 split_gain=5.5986e+06 3.67796e+06 2.3488e+06 1.50515e+06 1.01277e+06 723649 692420 690501 614944 462908 432128 342587 344589 328374 156075 134216 119057 114335 195329 219558 112975 80231.3 65440.7 64510 55434.1 40912.6 26138.4 24431 18965.8 5383.9 5867.57 11040.9 5146.14 4730.95 3802.5 3200.32 2908.23 1398.89 1039.09 761.485 712.917 556.578 102.188 17.1401 1.62396 threshold=0 1422.3575000000001 259.87500000000006 173.94850000000002 593.34250000000009 54.740000000000009 1 470.16250000000008 2 199.12500000000003 164.55774000000002 57.050000000000004 228.76800000000003 96.365500000000011 20.073625000000003 325.42500000000007 157.50375000000003 3 4 226.95300000000003 147.70000000000002 561.34500000000014 665.43750000000011 244.35500000000002 5 232.70000000000002 6 109.09500000000001 29.095300000000005 53.520000000000003 33.705000000000005 93.325000000000017 284.92500000000007 27.198000000000004 73.46250000000002 84.744000000000014 30.270000000000003 30.270000000000003 56.310000000000009 45.778960000000005 4.197000000000001 169.17500000000004 70.562500000000014 134.19600000000003 166.40250000000003 decision_type=9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 9 -5 6 7 13 10 22 17 21 -13 -1 16 -16 -8 20 -19 23 24 25 -4 -20 28 -12 29 -26 -2 30 34 -32 -27 37 36 39 -10 38 40 -35 -28 -33 -39 -31 -36 right_child=8 -3 3 4 -6 -7 14 -9 26 -11 11 12 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 27 32 33 -29 -30 43 31 41 -34 35 44 -37 -38 42 -40 -41 -42 -43 -44 -45 -46 leaf_value=0.58956963424518893 6.4029728156932895e-05 4.8743252305984504 0.77457333201169976 4.21787021329326 1.5941270256042481 1.803795891898019 -0.036758155296746489 2.0988238873975029 -0.12862246412839462 2.2457144374847413 0.40078236879621237 2.171806308201381 0.41775632222493492 -0.3237363796455916 1.2469647005796431 0.10232452210925874 0.49415020577451019 0.34735217719242495 -0.035591273766481329 0.73524992038042114 0.64930623817443844 0.75442466894785565 0.14424127374376569 0.35289676752957433 -0.16919025681207461 -0.11673652846237709 -0.19243963505923289 0.14844595336914063 -0.28356290359497072 -0.25334298801422117 0.12332677327669585 -0.15707373907665412 0.051983521282672883 -0.10425564666589102 -0.22477753684634255 -0.21250328302383423 -0.23558431405287522 -0.15273462279637653 -0.2457912250359853 -0.030593984541685684 -0.15948678621605261 -0.090853214263916016 -0.12471817099529764 -0.24025097656250002 -0.22866530938581989 leaf_weight=466 414 20 40 31 28 35 417 29 1139 20 35 21 24 43 20 21 47 164 1497 39 20 24 28 44 771 29 3265 25 25 20 26 30 48 36 21 24 26 30 36 23 67 22 23 20 22 leaf_count=466 414 20 40 31 28 35 417 29 1139 20 35 21 24 43 20 21 47 164 1497 39 20 24 28 44 771 29 3265 25 25 20 26 30 48 36 21 24 26 30 36 23 67 22 23 20 22 internal_value=0 0.615629 0.551125 1.73691 2.9727 0.389427 0.341965 0.587016 -0.102641 0.908363 0.00546328 0.479986 1.23631 0.512414 0.0679321 0.660686 0.0170192 -0.0231576 0.0292824 -0.00570939 -0.0955027 0.229731 0.515025 -0.0244988 -0.108338 0.117297 -0.17368 -0.157239 -0.0157295 -0.131552 -0.12899 -0.0449293 -0.0115604 -0.189202 -0.134418 -0.115144 -0.13101 -0.191552 -0.192354 -0.0755401 -0.191777 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80340.8 49480.7 42054.7 40149.1 26300 23839.7 3151.86 1283.52 4880.63 1183.99 2132.13 830.692 583.043 0.320608 threshold=0 1183.6900000000003 449.64000000000004 302.43750000000006 164.55774000000002 1 42.190000000000005 73.46250000000002 404.76000000000005 403.91250000000008 2 362.12500000000006 299.69250000000005 20.200000000000006 488.75250000000005 492.37500000000006 398.62500000000006 2022.5000000000002 3 4 67.485000000000014 5 6 7 8 2022.5000000000002 817.62000000000012 344.21500000000003 190.42000000000004 2022.5000000000002 543.33000000000004 27.463980000000003 71.288140000000013 47.808000000000007 56.310000000000009 133.08750000000001 40.213800000000006 2022.5000000000002 148.59999999999999 decision_type=9 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 1 2 9 1 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 26 7 14 9 -9 13 11 15 17 -1 18 19 23 -8 -7 20 37 29 -23 24 25 -12 -4 28 -26 -21 -14 32 33 -25 36 -36 -33 -2 -34 right_child=10 -3 3 -5 -6 6 12 8 -10 -11 16 -13 30 -15 -16 -17 -18 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23 20 20 103 21 38 20 21 34 20 20 69 21 leaf_count=443 75 25 23 20 20 141 20 20 32 27 162 22 20 48 24 23 21 20 281 105 20 568 1049 4016 1477 144 23 20 20 103 21 38 20 21 34 20 20 69 21 internal_value=0 0.734429 0.663133 1.93927 0.747381 0.56309 0.205214 0.875017 1.97453 0.781533 -0.111194 0.0215386 1.2065 0.699239 0.0279665 0.00628189 -0.155898 1.9442 -0.0368905 -0.00622756 0.218628 -0.0274811 -0.051885 -0.159206 -0.10517 0.0132938 -0.206408 -0.128997 -0.135933 0.155913 0.486795 -0.182031 -0.183903 -0.183337 -0.13013 -0.163827 -0.0987579 0.133439 -0.239572 internal_weight=0 1208 1183 86 66 1097 527 570 52 518 8068 2034 81 491 446 2012 6034 40 422 1989 164 1825 1617 6013 1823 306 46 1517 1497 208 41 4190 4078 4037 112 54 58 144 41 internal_count=9276 1208 1183 86 66 1097 527 570 52 518 8068 2034 81 491 446 2012 6034 40 422 1989 164 1825 1617 6013 1823 306 46 1517 1497 208 41 4190 4078 4037 112 54 58 144 41 cat_boundaries=0 1 2 5 6 7 9 10 13 14 cat_threshold=532864 111 27262976 2500133027 528 640 16 16777216 67174400 2464 2449494016 1215299648 537399552 12 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=40 num_cat=4 split_feature=25 0 7 4 10 10 0 1 7 0 1 0 1 10 25 4 1 1 12 2 1 25 11 0 0 3 19 11 7 13 10 0 0 13 25 0 0 0 0 split_gain=7.41763e+06 5.18717e+06 1.58945e+06 4.46435e+06 962791 1.14802e+06 963108 788260 720581 705311 907796 382072 313179 290332 282831 196678 178241 178069 162657 101751 92103.5 65448.2 76867 61976.8 46331 40898.5 40829.6 31557.4 28530.9 19185.8 17894.6 16515.5 17869.7 15760 15667.6 9353.49 13717.5 5833.99 3451.54 threshold=0 1165.3425000000004 302.43750000000006 449.64000000000004 73.46250000000002 237.07500000000002 66.112500000000011 293.06250000000006 591.48000000000013 96.632500000000022 68.280000000000015 307.23750000000007 540.74500000000012 744.3325000000001 1 14.938500000000001 13.003400000000001 216.15000000000003 128.11550000000003 398.62500000000006 40.213800000000006 2 56.900000000000006 218.97000000000003 28.484500000000004 127.72750000000002 185.79910000000004 233.13314000000003 1053.6800000000001 109.09500000000001 449.62500000000006 352.08500000000004 258.76500000000004 177.35000000000002 3 173.94850000000002 114.75000000000001 470.16250000000008 137.99750000000003 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 4 8 6 -6 15 16 -4 14 23 17 -9 30 21 18 -8 -12 -1 26 -17 -2 24 35 25 -23 29 -24 -10 34 -7 32 -25 -31 -16 36 -11 -33 -38 right_child=9 -3 3 -5 5 13 7 12 28 10 11 -13 -14 -15 19 20 -18 -19 -20 -21 -22 22 27 31 -26 -27 -28 -29 -30 33 -32 37 -34 -35 -36 -37 38 -39 -40 leaf_value=0.38764003710434197 0.18475318922716027 4.8393250401814774 1.8895445407520641 6.0629330253601079 3.1905300927162172 0.058983648504529688 0.9496429619004455 3.2652683801651001 -0.33744809579849244 -0.20038579797744752 1.3608009156300909 0.31804880619049075 1.4955807155370713 1.7324842309951782 -0.11683556637873176 -0.28151962775688666 -0.050647874915081527 2.6792447862625126 -0.34105078935623168 0.52948849905104867 0.43963572046031124 -0.070198371546143556 0.59958697875340783 0.32628676237883392 0.3578801903018245 0.14498989617952737 0.26208855217153376 0.11308841133117677 0.16928502655029298 0.24185996341705324 0.47693759298324589 0.45046246436334431 -0.0066672704219818118 -0.11598076283931733 -0.17780849059696482 -0.23467808164399245 0.16963499546051025 0.26078345523161051 0.0065821657954035582 leaf_weight=717 126 30 33 20 28 21 79 20 20 30 21 20 20 20 645 77 23 20 32 21 23 1756 24 27 27 93 22 30 25 20 20 31 40 32 4963 29 20 34 37 leaf_count=717 126 30 33 20 28 21 79 20 20 30 21 20 20 20 645 77 23 20 32 21 23 1756 24 27 27 93 22 30 25 20 20 31 40 32 4963 29 20 34 37 internal_value=0 0.72707 0.628516 1.84793 0.517865 1.51418 0.428388 1.19066 0.767156 -0.110084 0.358303 1.45119 2.38042 0.744706 -0.128879 0.300894 0.724087 2.00394 0.356508 -0.16502 -0.115654 -0.0276923 -0.0424427 0.089488 -0.0533697 -0.0593749 -0.167877 0.32931 -0.0559297 -0.169548 0.262864 0.237682 0.127508 0.0216503 -0.171321 -0.0791465 -0.0273027 0.351246 0.0637937 internal_weight=0 1208 1178 98 1080 89 991 142 78 8068 309 61 40 61 7759 849 102 41 749 5703 100 2056 1930 248 1876 1849 5682 54 45 5660 41 132 67 52 5608 116 87 65 57 internal_count=9276 1208 1178 98 1080 89 991 142 78 8068 309 61 40 61 7759 849 102 41 749 5703 100 2056 1930 248 1876 1849 5682 54 45 5660 41 132 67 52 5608 116 87 65 57 cat_boundaries=0 1 4 6 9 cat_threshold=532864 329252864 3305439459 784 16777216 2147483649 20480 309331968 786500 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=23 num_cat=3 split_feature=0 5 2 0 12 24 10 10 3 10 3 0 0 2 24 3 24 7 18 2 2 7 split_gain=6.01539e+06 3.56274e+06 3.13551e+06 1.74862e+06 1.17167e+06 881300 767168 903332 694780 485456 616716 476498 389054 203916 260044 154329 111061 308154 118493 89221.7 52210 29506.2 threshold=806.46500000000003 1341.6425000000002 98.25500000000001 66.112500000000011 308.62500000000006 0 92.100000000000023 114.60000000000002 231.15000000000003 1064.4750000000001 127.72750000000002 1265.0725000000002 210.75000000000003 164.55774000000002 1 287.36250000000007 2 441.88278000000008 362.12500000000006 460.05000000000007 589.71000000000015 62.300000000000004 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=1 3 11 6 5 15 13 -8 12 10 -9 -2 -7 16 19 21 17 -1 -18 -15 -16 -5 right_child=2 -3 -4 4 -6 8 7 9 -10 -11 -12 -13 -14 14 20 -17 18 -19 -20 -21 -22 -23 leaf_value=-0.059191322040037922 2.3142109920360423 3.9076059557043989 5.8104387855529787 -0.20306448063601745 2.9134669065475465 0.29650145788041371 2.5285102457106117 -0.090470743294918179 2.4650392291943231 1.7524729401724679 1.4467914462474085 0.35550217006517493 1.0990998680427158 0.36604901653225141 0.0088155533956444793 0.65391120054103713 -0.13185657367025921 1.1851073293685912 0.50963572008856406 0.96908778599330359 -0.46012617468833922 0.1724942167599996 leaf_weight=4104 27 23 24 163 20 126 20 165 24 21 31 23 116 59 92 27 4064 20 29 42 32 24 leaf_count=4104 27 23 24 163 20 126 20 165 24 21 31 23 116 59 92 27 4064 20 29 42 32 24 internal_value=0 -0.0232306 2.83933 -0.0330802 0.541962 0.443149 -0.0662086 0.494916 0.811651 0.307488 0.152668 1.4132 0.681218 -0.0819615 0.215047 -0.0504645 -0.0900943 -0.0530283 -0.127001 0.561248 -0.103828 -0.154864 internal_weight=0 9202 74 9179 500 480 8679 237 266 217 196 50 242 8442 225 214 8217 4124 4093 101 124 187 internal_count=9276 9202 74 9179 500 480 8679 237 266 217 196 50 242 8442 225 214 8217 4124 4093 101 124 187 cat_boundaries=0 1 2 3 cat_threshold=2976 3408 125 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=41 num_cat=9 split_feature=25 0 5 10 10 1 10 24 0 1 0 3 0 25 4 1 0 24 0 2 24 25 0 11 0 25 1 19 10 25 0 13 26 13 25 0 0 0 26 26 split_gain=7.20741e+06 5.02359e+06 3.08115e+06 1.32389e+06 988100 898651 783937 759039 673022 883559 530150 494676 377095 275752 213003 174294 148005 112007 244477 97648.2 86480.3 187866 74693.9 72457.7 59787.1 57704.9 54679.5 39750.2 38503.5 33284.5 26116.9 18753.8 15934.4 15492 15387.6 9415.91 11984.1 2281.85 399.008 271.272 threshold=0 1165.3425000000004 1279.9550000000002 73.46250000000002 237.07500000000002 263.99500000000006 1064.4750000000001 1 96.632500000000022 68.280000000000015 173.94850000000002 130.95600000000005 307.23750000000007 2 543.33000000000004 216.15000000000003 343.01500000000004 3 352.08500000000004 398.62500000000006 4 5 6.7650000000000006 56.900000000000006 470.16250000000008 6 690.66750000000013 185.79910000000004 108.37500000000001 7 218.97000000000003 109.09500000000001 2022.5000000000002 177.35000000000002 8 164.55774000000002 232.70000000000002 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 2 1 9 2 2 2 9 2 2 2 9 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 -5 7 11 16 13 17 26 -6 15 20 -9 -11 -1 18 35 27 25 38 23 -23 30 39 -7 31 29 -27 37 34 -32 -33 -15 -10 -37 -19 -22 -2 right_child=8 -3 -4 4 6 10 -8 14 9 12 -12 -13 -14 19 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20 22 31 29 21 54 1038 24 38 20 359 23 22 20 349 26 20 27 32 4963 24 25 28 55 59 leaf_count=287 60 30 20 33 44 45 20 603 38 21 34 21 20 645 26 20 22 31 29 21 54 1038 24 38 20 359 23 22 20 349 26 20 27 32 4963 24 25 28 55 59 internal_value=0 0.716694 0.619716 0.552504 1.55631 0.438612 0.986132 0.341677 -0.108511 0.349027 1.33003 0.453423 1.42723 -0.126873 0.536399 1.97637 -0.0697969 0.0838248 0.295852 -0.162558 -0.0269648 0.0273275 -0.0133928 -0.0258214 -0.116119 -0.103876 0.820246 -0.165359 -0.137418 -0.151529 -0.0349816 -0.167008 0.126135 0.0220257 -0.168761 0.0563056 0.14792 -0.179713 0.404859 0.0960708 internal_weight=0 1208 1178 1158 118 1040 85 938 8068 309 102 65 61 7759 629 41 309 248 116 5703 2056 1209 1100 1076 132 847 68 5682 728 708 112 5660 53 52 5608 87 49 59 109 119 internal_count=9276 1208 1178 1158 118 1040 85 938 8068 309 102 65 61 7759 629 41 309 248 116 5703 2056 1209 1100 1076 132 847 68 5682 728 708 112 5660 53 52 5608 87 49 59 109 119 cat_boundaries=0 1 2 5 6 7 9 11 13 16 cat_threshold=532864 3216 329252864 3305439459 784 335 395 16777216 2164260865 33554432 327744 270532608 67109026 20480 309331968 786500 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=41 num_cat=10 split_feature=25 0 5 10 10 1 10 24 0 1 0 3 0 25 4 1 0 24 0 2 24 25 6 0 0 25 1 10 25 0 5 26 25 24 0 0 0 0 26 26 split_gain=7.06411e+06 4.92362e+06 3.01983e+06 1.29755e+06 968437 880767 768337 743934 659650 865976 519600 484832 369591 270227 208764 170825 145059 109778 239612 95706.4 84804.4 184128 93795 85007.6 58597.4 56575.6 53591.3 37744.4 32640.8 25597.2 20166 15617.3 13698.2 16256.7 9650.08 9228.53 11745.6 2236.44 391.067 265.874 threshold=0 1165.3425000000004 1279.9550000000002 73.46250000000002 237.07500000000002 263.99500000000006 1064.4750000000001 1 96.632500000000022 68.280000000000015 173.94850000000002 130.95600000000005 307.23750000000007 2 543.33000000000004 216.15000000000003 343.01500000000004 3 352.08500000000004 398.62500000000006 4 5 259.12500000000006 6.7650000000000006 470.16250000000008 6 690.66750000000013 108.37500000000001 7 218.97000000000003 251.25000000000003 2022.5000000000002 8 9 66.112500000000011 164.55774000000002 232.70000000000002 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 2 1 9 2 2 2 9 2 2 9 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 11 16 13 17 26 -6 15 20 -9 -11 -1 18 35 30 25 38 23 -23 29 39 -7 28 -27 37 32 -31 33 -15 -34 -10 -37 -19 -22 -2 right_child=8 -3 -4 4 6 10 -8 14 9 12 -12 -13 -14 19 -16 -17 -18 24 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 31 -32 -33 34 -35 -36 36 -38 -39 -40 -41 leaf_value=-0.13132310312384099 0.088280284245808915 4.7159622116088871 4.4661556968688965 2.9946844358155222 -0.14776467540047386 0.61134160444471575 2.6902589950561526 0.57730660233628106 -0.061210900984312366 1.3266788037618003 2.3260942369348863 1.6990206604344504 0.29847462749481202 -0.035994994662024764 -0.33787704467773438 2.6180268716812134 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340894 313635 286327 255109 247225 330235 210392 170344 159698 69420.4 65073.7 36859.6 35603.5 117457 29842.2 40944.2 33888.8 17886.8 13027.4 13633.9 10861.2 3427.48 3608.02 3419.86 3072.87 2535.38 886.786 threshold=0 417.90600000000001 66.112500000000011 143.49000000000004 174.37500000000003 575.22000000000014 1 28.409500000000005 2 68.280000000000015 433.55000000000007 67.800000000000011 3 1052.6300000000003 47.808000000000007 4 5 451.12500000000006 259.12500000000006 13.037000000000001 383.62912500000004 95.797500000000014 290.03125000000006 6 330.61600000000004 441.67528000000004 57.050000000000004 63.870000000000005 7 1.7878000000000001 8 32.670000000000009 232.70000000000002 258.76500000000004 209.55000000000004 27.198000000000004 50.730000000000011 84.744000000000014 57.780000000000008 decision_type=9 2 2 2 2 2 1 2 1 2 2 2 1 2 2 9 9 2 2 2 2 2 2 9 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 left_child=1 4 13 15 6 -6 11 16 9 10 32 12 -1 14 -3 18 17 -8 22 -7 -14 23 26 30 33 -26 28 -28 -2 -18 36 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leaf_weight=102 482 29 36 34 24 21 426 20 36 31 20 37 324 29 21 487 165 24 21 20 28 20 20 3420 20 33 117 26 1390 21 1453 30 32 20 21 64 20 21 20 leaf_count=102 482 29 36 34 24 21 426 20 36 31 20 37 324 29 21 487 165 24 21 20 28 20 20 3420 20 33 117 26 1390 21 1453 30 32 20 21 64 20 21 20 internal_value=0 0.536473 1.93639 -0.104667 0.408069 1.40824 0.35139 0.145576 0.511626 0.986044 0.493516 0.61096 0.541029 1.25809 1.73795 -0.124858 0.0918143 0.216153 -0.0291062 0.23688 0.67917 -0.160084 -0.0395239 -0.162506 0.00817159 0.208272 -0.0451576 0.094082 -0.055794 -0.209369 -0.125243 -0.141308 0.10905 -0.128499 -0.0889784 -0.182669 -0.0764288 -0.120526 -0.184735 internal_weight=0 1327 115 7838 1212 65 1147 656 247 117 86 491 454 79 50 7591 636 450 2056 41 352 5535 2035 5515 130 53 2015 143 1872 186 1990 1483 66 77 57 3525 507 85 3440 internal_count=9165 1327 115 7838 1212 65 1147 656 247 117 86 491 454 79 50 7591 636 450 2056 41 352 5535 2035 5515 130 53 2015 143 1872 186 1990 1483 66 77 57 3525 507 85 3440 cat_boundaries=0 2 3 4 5 8 10 13 14 15 cat_threshold=532736 16777217 91 1145 2 94371840 2617573602 528 256 16777216 2181255200 49285376 623417540 3584 73 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=38 num_cat=7 split_feature=25 4 0 4 0 2 20 24 14 0 2 0 2 25 24 12 0 0 0 25 1 22 2 25 0 18 4 0 24 20 0 0 0 1 9 1 2 split_gain=4.60242e+06 3.51214e+06 1.71411e+06 1.14072e+06 949813 662216 618383 618213 501827 436427 366043 323034 300909 250020 219037 206207 198482 162093 177671 138566 116847 68039 62177.8 36126 32777.5 31961.2 32699.5 17786.1 12768.2 13362.6 6423.43 16460.9 3355.94 3351.81 3011.72 2484.92 762.068 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 98.25500000000001 95.75500000000001 1 293.06250000000006 525.67500000000007 190.53000000000003 210.75000000000003 218.97000000000003 2 3 259.12500000000006 767.58750000000009 228.76800000000003 303.37500000000006 4 47.808000000000007 95.797500000000014 460.05000000000007 5 1144.97 150.90000000000001 199.12500000000003 453.00000000000006 6 32.670000000000009 232.70000000000002 391.73750000000007 174.80000000000004 27.198000000000004 50.730000000000011 84.744000000000014 85.544000000000025 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 6 9 13 14 7 10 11 -4 19 -9 -7 15 30 22 -11 32 -19 -1 -12 23 25 28 -18 26 -2 -20 34 -30 -6 -32 -16 36 -15 -35 -25 right_child=4 -3 3 -5 5 12 -8 8 -10 16 20 -13 -14 21 17 -17 24 18 27 -21 -22 -23 -24 33 -26 -27 -28 -29 29 -31 31 -33 -34 35 -36 -37 -38 leaf_value=0.10786224125480118 -0.057474293622716069 4.693961315155029 2.4222258577346802 3.5937877639134723 0.028859122781192556 2.5449879468679426 2.1053217656612397 0.44878572154881663 1.9429403762817385 -0.066767839704241064 0.51107230337728793 1.6331200424830119 0.83108984720139278 -0.07221772613956208 0.041268296014694936 0.95689483551752008 1.3991320382981074 1.7164289360046388 0.39616428772608436 -0.24402500246200096 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1307 110 7838 247 1197 1177 619 86 558 594 41 7591 206 2056 66 105 64 500 58 5535 2035 5515 45 2012 1990 44 1990 1483 101 67 41 3525 507 85 3440 internal_count=9165 1327 1307 110 7838 247 1197 1177 619 86 558 594 41 7591 206 2056 66 105 64 500 58 5535 2035 5515 45 2012 1990 44 1990 1483 101 67 41 3525 507 85 3440 cat_boundaries=0 2 3 6 7 9 12 13 cat_threshold=532736 16777217 3748 94371840 2617573602 528 2754 256 16777216 2181255200 49285376 623417540 73 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=39 num_cat=7 split_feature=25 5 0 2 0 2 10 8 10 24 2 0 2 5 1 25 24 12 3 0 26 25 0 3 10 11 2 8 25 26 20 24 0 0 1 0 0 20 split_gain=4.51069e+06 2.90581e+06 2.03422e+06 1.52601e+06 930911 649038 514619 742683 621009 619058 519822 343021 294921 282343 271865 245044 214678 202103 159158 158867 218410 133890 114439 111874 89433.9 63708.6 62282.2 49249 35916.4 29098.1 14496.9 12920.9 6295.61 16133.3 3335.62 3289.16 1393.01 384.251 threshold=0 1435.0600000000002 417.90600000000001 378.05000000000007 143.49000000000004 98.25500000000001 67.800000000000011 123.63250000000001 190.53000000000003 1 317.06250000000006 540.74500000000012 218.97000000000003 120.37500000000001 130.95600000000005 2 3 259.12500000000006 13.037000000000001 228.76800000000003 2022.5000000000002 4 1052.6300000000003 120.37500000000001 655.50000000000011 290.03125000000006 460.05000000000007 249.87000000000003 5 2022.5000000000002 11.521335000000002 6 232.70000000000002 391.73750000000007 68.280000000000015 174.80000000000004 31.499700000000004 190.51000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 2 2 9 2 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=1 2 6 11 15 16 9 8 -8 13 21 -4 -7 23 22 17 32 25 -12 35 -21 -11 -13 -1 -10 26 29 28 30 -2 31 -17 -6 -34 36 -18 -30 -32 right_child=4 -3 3 -5 5 12 7 -9 24 10 18 14 -14 -15 -16 27 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 34 -31 37 -33 33 -35 -36 -37 -38 -39 leaf_value=0.74950729400012939 -0.086271495715235208 4.3126149883270264 2.296271807670593 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0 0 9 4 4 0 split_gain=4.42091e+06 3.4238e+06 1.64336e+06 1.11459e+06 912395 604799 597784 566750 490069 420561 315602 269141 315484 240183 198081 194534 136277 180944 66524.3 62440.8 60567.9 35473.8 34103.9 114660 31698.2 26334.9 26553.9 24043.9 18995.4 12396.9 12795.2 3270.06 3736.46 3013.79 1734.9 3583.19 456.394 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 95.75500000000001 1 2 293.06250000000006 525.67500000000007 210.75000000000003 458.28125000000006 232.70000000000002 3 259.12500000000006 767.58750000000009 806.46500000000003 175.23750000000004 95.797500000000014 290.03125000000006 196.64500000000001 4 330.61600000000004 441.67528000000004 1144.97 5 6 7 326.66250000000008 8 32.670000000000009 258.76500000000004 209.55000000000004 50.730000000000011 35.001570000000008 87.162500000000009 56.310000000000009 decision_type=9 2 2 2 2 2 1 1 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 1 1 2 1 2 2 2 2 2 2 2 left_child=1 2 5 9 13 6 16 11 10 -4 -8 12 20 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cat_boundaries=0 2 3 4 7 10 13 14 15 16 cat_threshold=532736 16777217 3748 1145 94371840 2617573602 528 2181255200 49285376 623415492 8388608 2282029088 512 1074 3904 73 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=37 num_cat=6 split_feature=25 4 0 4 0 2 20 24 14 0 2 0 2 25 12 0 24 22 0 0 2 10 18 25 0 0 4 0 0 24 20 0 9 2 2 10 split_gain=4.33295e+06 3.35566e+06 1.61065e+06 1.09241e+06 894240 634022 592763 585888 480316 412192 349491 309322 289919 235393 194140 190663 132084 65200.4 64381.6 248592 59714.2 42649.4 40687.8 35589.6 31923.8 31067.4 24625 14644.9 13020.8 12289.2 12483.9 9942.06 3003.6 1908.32 2557.18 676.239 threshold=0 1374.9750000000004 417.90600000000001 130.99900000000005 143.49000000000004 98.25500000000001 95.75500000000001 1 293.06250000000006 525.67500000000007 190.53000000000003 210.75000000000003 218.97000000000003 2 259.12500000000006 767.58750000000009 3 95.797500000000014 216.15000000000003 242.38250000000002 460.05000000000007 331.12500000000006 150.90000000000001 4 352.08500000000004 1144.97 42.190000000000005 290.03125000000006 690.66750000000013 5 32.670000000000009 173.94850000000002 50.730000000000011 27.463980000000003 51.670000000000009 67.800000000000011 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 6 9 13 18 7 10 11 -4 16 -9 -7 14 20 -11 -1 23 31 -20 21 22 -2 29 27 -17 -12 -21 -26 32 -31 -6 -15 35 -35 -25 right_child=4 -3 3 -5 5 12 -8 8 -10 15 26 -13 -14 17 -16 25 -18 -19 19 24 -22 -23 -24 33 28 -27 -28 -29 -30 30 -32 -33 -34 34 -36 -37 leaf_value=-0.23195665616041036 -0.053383279222298442 4.5843533000946044 2.3462110810279846 3.5014374168713887 0.11886934222597065 2.4887888803482059 2.0577111828327181 0.43464441647236812 1.8964350341796876 -0.079323261805943082 0.9887225982020883 1.5935699065526328 0.80647981121426537 -0.067963529907338061 0.92847409021286742 1.3555256634666808 0.10729579430938109 0.41587558269500735 1.3605950381539085 0.15080951444564328 0.46867628926816196 0.37526583433151245 0.39994505119323737 -0.17690369783228518 0.25738017578125 0.82884998957316092 0.57035627921422327 -0.19627257347106933 0.55928366661071782 -0.14000004116694131 0.066128968238830577 -0.13266130781173707 -0.19304372215270996 -0.078855265327121907 -0.18970878877137837 -0.23521969389915465 leaf_weight=161 1968 20 20 24 33 20 20 570 25 21 34 24 21 479 21 21 339 20 22 31 23 24 20 3457 50 24 24 20 20 1425 30 30 20 46 38 20 leaf_count=161 1968 20 20 24 33 20 20 570 25 21 34 24 21 479 21 21 339 20 22 31 23 24 20 3457 50 24 24 20 20 1425 30 30 20 46 38 20 internal_value=0 0.51532 0.456998 1.61501 -0.100547 0.491466 0.35058 0.321572 0.530054 1.08857 0.0793781 0.48147 1.62712 -0.119943 -0.0279649 0.707464 -0.00443671 -0.15378 0.265438 0.382779 -0.0379722 -0.0437639 -0.0488226 -0.156125 0.204994 1.07463 0.815606 0.0146989 0.343638 -0.11911 -0.134823 -0.000907158 -0.071543 -0.175608 -0.129003 -0.177239 internal_weight=0 1327 1307 110 7838 247 1197 1177 619 86 558 594 41 7591 2056 66 500 5535 206 143 2035 2012 1988 5515 121 45 58 51 70 1954 1455 63 499 3561 84 3477 internal_count=9165 1327 1307 110 7838 247 1197 1177 619 86 558 594 41 7591 2056 66 500 5535 206 143 2035 2012 1988 5515 121 45 58 51 70 1954 1455 63 499 3561 84 3477 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=532736 16777217 3748 94371840 2617573602 528 2176 2181255168 49285376 623415492 73 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=33 num_cat=7 split_feature=0 2 25 4 24 0 4 0 3 7 3 24 25 0 0 11 5 26 2 12 2 24 26 25 0 26 24 5 6 7 26 26 split_gain=5.76777e+06 3.6007e+06 3.49046e+06 1.62454e+06 802563 1.15658e+06 626243 594193 612999 359580 480180 337107 333528 325970 293796 283081 251578 228370 177007 100041 86302.6 60982.7 29973.5 28348.4 23819.1 14762.3 13644 8453.41 5796.23 3427.02 2122.73 384.522 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 362.12500000000006 497.97750000000002 4 2022.5000000000002 5 223.66250000000002 2022.5000000000002 6 105.51500000000001 90.300000000000026 42.904000000000003 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 1 2 9 2 2 1 2 2 2 2 2 left_child=2 13 3 4 5 15 9 12 11 20 -11 14 18 -2 22 16 -1 -16 19 21 -6 -4 -9 26 25 -13 31 28 -25 -28 -26 -14 right_child=1 -3 7 -5 6 -7 -8 8 -10 10 -12 24 23 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 27 30 -27 29 -29 -30 -31 -32 -33 leaf_value=0.72967187791539911 2.367246280670166 6.4898783416748049 0.010429035953657573 3.1810365728898482 -0.062983613301155178 2.5011530870549818 1.3938851557022485 0.37741611083348597 1.55244306641656 0.23234044211251395 2.0054826264154344 0.099918302218119315 -0.03836545967193971 0.6691364611112155 1.8597774149023969 -0.46198217074076331 0.045863289031826078 0.57704620449883604 0.8692745000665838 0.59843422241210942 0.41718767677865382 -0.0838942489707072 -0.071744240002754409 -0.1748621076782845 -0.2752449897027785 -0.20043875217437745 -0.12383913300694778 -0.37515722456432526 -0.0041804189682006837 -0.21872325706481935 -0.3904840006972804 -0.0079260348124676437 leaf_weight=456 20 20 1366 22 430 34 39 24 37 56 21 30 83 26 23 24 61 35 22 25 41 1368 39 3836 31 36 787 21 20 40 33 83 leaf_count=456 20 20 1366 22 430 34 39 24 37 56 21 30 83 26 23 24 61 35 22 25 41 1368 39 3836 31 36 787 21 20 40 33 83 internal_value=0 2.94758 -0.0192864 0.484901 0.438029 0.699965 0.166683 -0.0949706 0.350816 0.0823868 0.715925 0.173684 -0.111875 1.40745 0.528484 0.599705 0.64899 1.08572 -0.024067 -0.0312777 -0.0211853 -0.0370358 0.0993645 -0.161636 -0.18312 -0.0639128 -0.109723 -0.174616 -0.173977 -0.126894 -0.334665 -0.0218306 internal_weight=0 66 9123 1184 1162 575 587 7939 288 548 77 251 7651 46 121 541 517 58 2781 2759 471 2734 63 4870 130 66 993 3877 3856 827 64 166 internal_count=9189 66 9123 1184 1162 575 587 7939 288 548 77 251 7651 46 121 541 517 58 2781 2759 471 2734 63 4870 130 66 993 3877 3856 827 64 166 cat_boundaries=0 2 3 4 7 8 11 12 cat_threshold=524544 16777217 1118 1055 329252992 3691315362 536871440 1622 2214662144 36702272 2981892 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 24 26 0 13 24 0 split_gain=5.653e+06 3.52905e+06 2.03976e+06 1.60295e+06 871903 1.4714e+06 860447 828232 628930 517395 343203 319483 297371 293266 249396 217794 212970 190374 156157 258535 131620 121515 189889 121299 62059.4 38227.3 threshold=960.86250000000007 98.25500000000001 47.808000000000007 129.39000000000001 2022.5000000000002 484.01500000000004 0 548.95500000000004 284.92500000000007 383.62912500000004 422.52500000000009 1265.0725000000002 362.12500000000006 460.42500000000007 57.050000000000004 164.55774000000002 115.57500000000002 1 98.63000000000001 186.78750000000002 2 2022.5000000000002 462.80000000000007 104.12500000000001 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 1 2 2 2 1 2 left_child=2 11 7 6 5 -5 9 8 12 18 14 -2 15 23 -6 20 21 -17 -4 -20 -1 22 -10 24 -8 -23 right_child=1 -3 3 4 10 -7 13 -9 16 -11 -12 -13 -14 -15 -16 17 -18 -19 19 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.017343357570165637 2.3435738906860353 6.4249795989990233 0.035576919295958111 1.1956169678183164 2.119362226486206 4.5146295807578349 0.065101446151733397 1.5236249513337106 1.385544717223556 2.1681112607320152 -0.25696356455485025 0.66244507716252254 0.87287964849761046 1.166335708618164 0.59249833231386928 0.50426957430959751 1.5678103682994842 -0.084232409274683603 1.560361710172711 0.33496699227227106 -0.10993760212893157 0.48925748062133795 0.21018493379865372 0.66785242843627923 -0.24212978151109482 -0.048473825210180038 leaf_weight=2075 20 20 28 34 20 22 100 33 27 30 21 26 33 20 23 109 20 103 33 36 6070 20 28 20 179 39 leaf_count=2075 20 20 28 34 20 22 100 33 27 30 21 26 33 20 23 109 20 103 33 36 6070 20 28 20 179 39 internal_value=0 2.9181 -0.0190943 0.562304 1.58826 2.49951 0.286262 -0.0575507 -0.0636721 0.945914 0.790914 1.39337 -0.0745276 -0.00582859 1.30267 -0.0782687 0.616013 0.23816 0.665432 0.921025 -0.0865048 0.449031 0.78718 -0.0844292 -0.138356 0.133808 internal_weight=0 66 9123 566 120 56 446 8557 8524 127 64 46 8390 319 43 8357 134 212 97 69 8145 114 55 299 279 59 internal_count=9189 66 9123 566 120 56 446 8557 8524 127 64 46 8390 319 43 8357 134 212 97 69 8145 114 55 299 279 59 cat_boundaries=0 1 2 3 4 cat_threshold=2577 2648 70 1036 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=35 num_cat=7 split_feature=0 2 25 4 24 0 10 11 4 0 24 0 2 7 6 25 0 2 12 2 0 0 24 0 25 24 0 5 0 0 6 7 0 0 split_gain=5.5405e+06 3.45882e+06 3.39359e+06 1.58612e+06 787140 1.12498e+06 817599 854655 605960 570805 461583 441076 380528 351345 440844 325297 313125 171724 97084.6 82666.5 76049 150473 59226.9 48816.4 27550.3 13325.9 10381.5 8285.31 7561.25 7029.28 5686.15 3358.8 2341.18 249.673 threshold=960.86250000000007 98.25500000000001 0 1265.0725000000002 1 352.08500000000004 67.800000000000011 21.380000000000003 457.74500000000006 96.632500000000022 2 13.003400000000001 157.58975000000007 44.590000000000011 52.547500000000007 3 1265.0725000000002 557.67000000000019 362.12500000000006 497.97750000000002 223.66250000000002 287.36250000000007 4 119.77250000000002 5 6 223.66250000000002 105.51500000000001 453.00000000000006 134.19600000000003 90.300000000000026 42.904000000000003 177.05000000000004 307.23750000000007 decision_type=2 2 9 2 1 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 2 2 2 left_child=2 16 3 4 5 6 11 -8 13 15 26 -1 20 19 -15 17 -2 18 22 -6 23 -22 -4 -12 25 -17 29 30 33 -11 -26 -27 -31 -28 right_child=1 -3 9 -5 8 -7 7 -9 -10 10 12 -13 -14 14 -16 24 -18 -19 -20 -21 21 -23 -24 -25 27 31 28 -29 -30 32 -32 -33 -34 -35 leaf_value=0.36905286026216744 2.3201380882263183 6.3607298736572266 0.010615258336413738 3.1422945542768996 -0.062944849378840873 2.4677292234757369 3.0664377073141247 0.42011500788771583 1.3704281508616913 -0.21072039937973025 0.74150104236602787 1.3599829601287843 1.9957751513719557 1.4343099050521853 -0.080147390623350412 -0.021254689368334682 0.65582061474139874 0.85652566216208714 0.58985372161865235 0.40700242624050231 1.4287161205125893 0.43442431174384227 -0.082336442572631063 0.16981771380214369 -0.17227755561300065 -0.12200186082035341 -0.29658609844389416 -0.37057083220708942 -0.083501151084899916 -0.057617595672607422 -0.0032244243621826173 -0.21593691778182983 0.095391672134399419 -0.34595490550994873 leaf_weight=442 20 20 1366 22 430 34 26 23 39 20 20 50 20 40 37 166 26 22 25 41 23 45 1368 59 3836 787 21 21 20 20 20 40 20 20 leaf_count=442 20 20 1366 22 430 34 26 23 39 20 20 50 20 40 37 166 26 22 25 41 23 45 1368 59 3836 787 21 21 20 20 20 40 20 20 internal_value=0 2.88892 -0.0189021 0.47824 0.431917 0.691305 0.592441 1.82429 0.163274 -0.093529 0.343396 0.469757 0.662002 0.0803426 0.706584 -0.110098 1.37944 -0.0233834 -0.0304845 -0.0220365 0.52557 0.770729 -0.0361569 0.314548 -0.159241 -0.10807 -0.139514 -0.172036 -0.242909 -0.0576488 -0.171401 -0.125033 0.018887 -0.320668 internal_weight=0 66 9123 1184 1162 575 541 49 587 7939 288 492 167 548 77 7651 46 2781 2759 471 147 68 2734 79 4870 993 121 3877 61 60 3856 827 40 41 internal_count=9189 66 9123 1184 1162 575 541 49 587 7939 288 492 167 548 77 7651 46 2781 2759 471 147 68 2734 79 4870 993 121 3877 61 60 3856 827 40 41 cat_boundaries=0 2 3 4 7 8 11 12 cat_threshold=524544 16777217 1118 2976 329252992 3691315362 536871440 1622 2214662144 36702272 2981892 3 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=32 num_cat=7 split_feature=0 2 25 4 24 0 10 11 4 1 0 0 0 7 3 25 0 2 1 0 18 2 1 24 2 25 25 24 6 2 0 split_gain=5.43025e+06 3.38999e+06 3.32607e+06 1.55456e+06 771475 1.10259e+06 801329 837647 593902 567034 1.02761e+06 474122 432298 344353 469360 330112 306894 219120 217473 163726 100088 81021.5 68094 40793.4 29668.9 20924.3 10534 28301.6 6302.06 4994.26 2271.6 threshold=960.86250000000007 98.25500000000001 0 1265.0725000000002 1 352.08500000000004 67.800000000000011 21.380000000000003 457.74500000000006 63.870000000000005 96.632500000000022 282.37500000000006 13.003400000000001 44.590000000000011 38.368750000000013 2 1265.0725000000002 557.67000000000019 100.46247000000001 352.08500000000004 330.33750000000003 497.97750000000002 84.744000000000014 3 27.463980000000003 4 5 6 73.46250000000002 37.975000000000009 458.28125000000006 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 2 9 9 1 2 2 2 left_child=2 16 3 4 5 6 12 -8 13 15 18 -12 -1 21 -15 17 -2 19 22 20 -4 -6 -11 29 -25 -17 27 -27 -28 -20 -21 right_child=1 -3 9 -5 8 -7 7 -9 -10 10 11 -13 -14 14 -16 25 -18 -19 23 30 -22 -23 -24 24 -26 26 28 -29 -30 -31 -32 leaf_value=0.36536232984039041 2.2969366569519041 6.2971225433349609 -0.050850617547345996 3.1108716669949623 -0.062315398558627728 2.4430519384496354 3.0357733730169447 0.4159138426055079 1.3567238900600336 0.35014562738352811 2.2059040074735075 0.29487845039367677 1.3463831392288208 0.22141281775065833 1.974464480082194 -0.29869230498730298 0.64926241141099195 1.0124873505830765 -0.18313879842559497 0.65311333656311032 0.65889078617095953 0.40293241221730308 1.1086157360076905 -0.01003894231405603 0.4107056390671503 0.032299950864134716 -0.16961754244520932 -0.14445510997550062 0.0083808736801147463 -0.35684440231323244 0.50739254080730933 leaf_weight=442 20 20 3038 22 430 34 26 23 39 29 37 20 50 56 21 132 26 20 96 20 20 41 20 83 21 109 3640 591 20 20 23 leaf_count=442 20 20 3038 22 430 34 26 23 39 29 37 20 50 56 21 132 26 20 96 20 20 41 20 83 21 109 3640 591 20 20 23 internal_value=0 2.86003 -0.0187141 0.473457 0.427598 0.684392 0.586517 1.80604 0.161641 -0.0925949 0.315693 1.53537 0.46506 0.0795392 0.699518 -0.1102 1.36564 -0.0307647 0.0572487 -0.0375924 -0.0462088 -0.0218161 0.659725 -0.0769392 0.0683472 -0.164955 -0.160232 -0.116865 -0.168185 -0.196176 0.57517 internal_weight=0 66 9123 1184 1162 575 541 49 587 7939 326 57 492 548 77 7613 46 3121 269 3101 3058 471 49 220 104 4492 4360 700 3660 116 43 internal_count=9189 66 9123 1184 1162 575 541 49 587 7939 326 57 492 548 77 7613 46 3121 269 3101 3058 471 49 220 104 4492 4360 700 3660 116 43 cat_boundaries=0 2 3 6 7 8 11 12 cat_threshold=524544 16777217 1118 2510295040 3691315234 539496980 1476 8320 33619968 45091008 1409280 65 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=23 num_cat=0 split_feature=0 2 1 0 26 0 13 10 10 0 3 1 0 7 2 2 10 0 1 1 1 2 split_gain=5.3222e+06 3.32253e+06 1.93868e+06 1.52865e+06 855400 1.45501e+06 801587 794906 727188 600500 507315 336724 300787 243686 242576 226805 150562 105924 83133 162364 98535.5 74361 threshold=960.86250000000007 98.25500000000001 47.808000000000007 129.39000000000001 2022.5000000000002 232.70000000000002 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=-0.092094069544599727 2.2739673538208005 6.2341513137817381 0.35149407742935934 4.5337173280261815 2.0727580680847169 1.2041893790108817 1.4995108100500973 1.9292371549606324 1.6413971000247531 0.6024490394880031 1.9161330278714499 -0.27752956208728607 0.64276979959928071 1.2356232929229736 0.56691686132679819 0.82460870409011844 0.20525379638562258 -0.022306925829719094 1.1546559933253697 0.0081946029663085944 -0.048306872881660169 0.18419034419600497 leaf_weight=7983 20 20 81 21 20 35 33 20 36 58 24 21 26 20 23 20 174 51 21 30 258 194 leaf_count=7983 20 20 81 21 20 35 33 20 36 58 24 21 26 20 23 20 174 51 21 30 258 194 internal_value=0 2.83143 -0.0185315 0.548277 1.55017 2.45276 -0.0560228 -0.062045 0.278709 -0.0667281 0.599937 0.760408 1.35199 0.159058 1.26731 -0.0773202 -0.0857512 0.310132 0.10385 0.480267 0.0472208 0.244043 internal_weight=0 66 9123 566 120 56 8557 8524 446 8504 133 64 46 410 43 8371 8157 109 390 51 339 214 internal_count=9189 66 9123 566 120 56 8557 8524 446 8504 133 64 46 410 43 8371 8157 109 390 51 339 214 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=26 num_cat=4 split_feature=0 25 5 1 10 1 19 25 4 1 0 0 24 0 0 1 1 0 8 5 25 6 4 5 5 split_gain=6.66936e+06 3.91631e+06 2.14703e+06 1.2268e+06 1.0784e+06 998563 869484 559597 555742 548943 699828 1.09198e+06 506501 1.24673e+06 408798 339542 303152 190899 138251 88038.1 78913.6 46597 32028.2 9884.17 7062.05 threshold=1205.5225000000003 0 1089.1825000000001 259.87500000000006 595.50000000000011 195.15000000000003 362.77500000000003 1 174.37500000000003 47.808000000000007 96.632500000000022 232.70000000000002 2 240.75000000000003 116.57500000000002 100.46247000000001 660.10000000000002 543.33000000000004 231.90000000000003 126.49000000000002 3 288.59250000000003 326.16700000000009 149.40000000000001 33.347500000000004 decision_type=2 9 2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 12 -2 7 9 14 17 15 -12 13 -1 16 -11 -5 18 -3 -14 21 22 -9 24 -22 right_child=5 6 -4 8 -6 -7 -8 20 -10 10 11 -13 19 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 leaf_value=0.52277385046482094 2.4515204288648524 -0.031772036671388573 3.7900545836630322 1.3223995069095069 2.7008482418060304 5.4675838506789436 1.9066433039578525 -0.094017619658215992 2.666652990579605 1.130009718248921 2.9137606168676307 0.23713878849574499 0.19539547545367508 3.1281006860733034 2.2978053989410401 -0.017063813441759581 -0.20920780698458355 0.91622708147222343 0.43919860580004755 -0.23343518089365078 -0.1675067975385216 0.37411433480002665 0.30859696483612065 -0.38867605304718023 -0.059049329054160202 leaf_weight=225 23 2385 21 28 20 21 22 1636 32 31 27 35 422 20 20 154 24 22 64 54 3799 22 20 20 61 leaf_count=225 23 2385 21 28 20 21 22 1636 32 31 27 35 422 20 20 154 24 22 64 54 3799 22 20 20 61 internal_value=0 -0.01161 0.624362 0.553077 0.41033 3.89101 -0.0786392 -0.0840117 1.57015 0.0336742 0.483295 1.40276 0.346793 0.706612 1.08281 0.175149 0.615504 -0.0111334 -0.0194641 0.143727 -0.141369 -0.0825891 -0.0891551 -0.166513 -0.165793 internal_weight=0 9164 866 845 741 44 8298 8276 104 2718 247 62 721 245 72 185 52 2471 2449 476 5558 1678 1656 3880 3860 internal_count=9208 9164 866 845 741 44 8298 8276 104 2718 247 62 721 245 72 185 52 2471 2449 476 5558 1678 1656 3880 3860 cat_boundaries=0 1 4 5 8 cat_threshold=256 25690240 2349138083 536871440 2118 2485194752 1361051712 69800192 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=29 num_cat=6 split_feature=0 25 5 10 19 0 25 0 8 3 0 0 0 24 26 0 24 25 8 11 0 25 4 6 4 0 5 5 split_gain=6.53664e+06 3.83838e+06 2.1043e+06 896217 852182 599662 548461 516756 473143 434782 421586 954770 388871 275017 279300 228042 168562 439000 171566 158931 90742 77343.2 65018.4 45669.8 31390.8 15440.6 9687.48 6921.51 threshold=1205.5225000000003 0 1089.1825000000001 67.800000000000011 362.77500000000003 1587.2775000000001 1 66.112500000000011 123.63250000000001 65.050000000000011 210.75000000000003 462.80000000000007 209.55000000000004 2 2022.5000000000002 329.58750000000003 3 4 489.67750000000007 13.037000000000001 232.70000000000002 5 42.190000000000005 288.59250000000003 326.16700000000009 690.66750000000013 149.40000000000001 33.347500000000004 decision_type=2 9 2 2 2 2 9 2 2 2 2 2 2 1 2 2 1 9 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 10 6 -2 7 16 19 20 13 15 -11 22 -15 -12 17 -3 -18 -5 -9 23 -1 24 -8 -13 27 -23 right_child=5 4 -4 8 -6 -7 21 9 -10 12 11 25 -14 14 -16 -17 18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 leaf_value=-0.28415674820924414 5.073841988699777 0.67043324425106965 3.7521540748505369 1.3771225929260253 1.8875769060308283 2.7365872159211535 -0.093077443714975436 0.49789706586355187 2.5253473952611287 2.3943357009887696 2.9629487066268925 -0.1012560172184654 0.59417103592554732 0.63184494177015815 0.18558005330635577 1.4709272784278506 -0.054368927005953832 -0.034702978735988585 0.85410671597435373 0.28245944363730296 0.043034793176958637 -0.16583172710373642 0.33138760740106754 0.3703732048381459 0.30551100349426269 0.27379013424827942 -0.38478928375244137 -0.058458836586748969 leaf_weight=78 21 116 21 36 22 23 1636 83 30 20 20 23 30 328 245 21 2056 299 21 21 93 3799 22 22 20 21 20 61 leaf_count=78 21 116 21 36 22 23 1636 83 30 20 20 23 30 328 245 21 2056 299 21 21 93 3799 22 22 20 21 20 61 internal_value=0 -0.0114939 0.618118 0.547546 -0.0778528 3.8521 -0.0831716 0.0333375 1.50883 0.491325 0.437213 1.10081 1.31424 0.353401 0.433469 2.19874 -0.00806377 0.173533 -0.0449671 0.973826 0.257544 -0.139956 -0.135215 -0.0817632 -0.0882636 0.0777433 -0.164847 -0.164135 internal_weight=0 9164 866 845 8298 44 8276 2718 87 226 758 85 50 673 573 41 2492 415 2077 57 176 5558 100 1678 1656 44 3880 3860 internal_count=9208 9164 866 845 8298 44 8276 2718 87 226 758 85 50 673 573 41 2492 415 2077 57 176 5558 100 1678 1656 44 3880 3860 cat_boundaries=0 1 4 5 6 8 11 cat_threshold=256 25690240 2349138083 536871440 2176 528 8913024 3 2485194752 1361051712 69800192 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=29 num_cat=9 split_feature=0 25 2 4 19 24 0 1 1 0 25 0 1 1 2 1 2 1 24 24 1 25 25 6 24 25 1 26 split_gain=6.40653e+06 3.76191e+06 3.3909e+06 2.023e+06 835217 713370 1.63183e+06 634842 776505 566116 537814 580994 647507 509345 282588 221901 198499 187700 153341 124576 383511 91996.5 67928.3 40660.5 41377.8 7440.35 6300.68 2453.47 threshold=1205.5225000000003 0 49.650000000000006 540.74500000000012 362.77500000000003 1 210.75000000000003 100.46247000000001 736.8325000000001 54.26250000000001 2 66.112500000000011 453.00000000000006 49.650000000000006 497.97750000000002 20.200000000000006 20.200000000000006 57.050000000000004 3 4 98.63000000000001 5 6 288.59250000000003 7 8 27.198000000000004 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 9 2 1 9 2 2 left_child=1 3 -2 5 10 6 15 14 9 -9 11 19 17 -5 18 16 -1 -13 -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=0.67546242999753148 1.2793777068456014 0.066713356176281671 6.8546100254058846 1.7483427976159487 1.8687011181224478 0.2188147152783062 3.0570200499892235 2.3329536151885986 -0.46968255409827597 0.51571844673156741 -0.014222521976819114 0.19089612505062906 2.2102810160319009 3.7595116732120517 1.062793535035232 -0.058301616101651577 1.6805247861688788 0.94891511690048946 -0.15888385140314334 0.066270656633258165 1.3099108072427603 -0.21511256405285425 -0.082905661286191742 0.34044745818428374 -0.11474334533255355 -0.16100704272992489 -0.082409725098382861 -0.28308148525729038 leaf_weight=184 24 544 20 34 22 217 32 40 26 30 620 147 21 20 29 37 22 42 195 391 26 112 1306 23 1276 3562 105 101 leaf_count=184 24 544 20 34 22 217 32 40 26 30 620 147 21 20 29 37 22 42 195 391 26 112 1306 23 1276 3562 105 101 internal_value=0 -0.011372 3.81357 0.611937 -0.0770667 0.494363 0.901488 0.264166 1.00602 1.55414 -0.0823322 0.0410746 0.544438 2.49322 0.108664 0.65473 0.782799 0.359345 0.0415042 -0.00537255 0.121293 -0.134883 -0.0483476 -0.0770813 -0.0825528 -0.163199 -0.158325 -0.23625 internal_weight=0 9164 44 866 8298 812 275 537 96 70 8276 2477 210 54 441 243 206 189 412 2267 570 5799 1697 1919 1896 3880 3667 213 internal_count=9208 9164 44 866 8298 812 275 537 96 70 8276 2477 210 54 441 243 206 189 412 2267 570 5799 1697 1919 1896 3880 3667 213 cat_boundaries=0 1 2 5 6 7 10 12 13 15 cat_threshold=256 78 25690240 2349138081 536870928 3105 2576 2485194752 1361051714 69800704 25165824 2214920192 774 8192 16384 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=25 num_cat=7 split_feature=0 25 2 5 1 19 24 25 1 1 1 0 8 24 1 2 1 25 0 0 24 24 5 5 split_gain=6.27905e+06 3.68714e+06 3.32342e+06 2.05202e+06 1.18259e+06 818597 743061 527335 502051 487217 632394 311778 283292 268849 840467 248561 189312 169007 134618 263404 98519.7 43849.1 8031.47 7673.6 threshold=1205.5225000000003 0 49.650000000000006 1089.1825000000001 259.87500000000006 362.77500000000003 1 2 736.8325000000001 453.00000000000006 715.87500000000011 129.39000000000001 515.18500000000006 3 58.875000000000007 190.53000000000003 438.04750000000007 4 228.76800000000003 293.81250000000006 5 6 133.81750000000002 33.347500000000004 decision_type=2 9 2 2 2 2 1 9 2 2 2 2 2 1 2 2 2 9 2 2 1 1 2 2 left_child=1 3 -2 4 6 7 -1 9 11 13 -11 16 15 14 -3 -8 -6 18 21 -20 -15 -9 23 -19 right_child=2 5 -4 -5 8 -7 12 17 -10 10 -12 -13 -14 20 -16 -17 -18 22 19 -21 -22 -23 -24 -25 leaf_value=1.0751996180904446 1.2665839115778605 0.18914566961639132 6.7860638885498048 3.7006336141767959 0.92039083654230303 1.850014126517556 0.12608649872933533 0.055349674865662342 0.57975035058127511 2.4415304403305056 0.010170078277587891 3.0891912174224854 1.2247633634294781 -0.11595161973551701 2.2817787969680059 0.80524469415346789 2.1808012533187866 -0.16380587479167172 1.3399749393463134 -0.006877348917835163 0.070587367867777251 -0.083903595874455561 -0.36296529102325437 -0.046893208403336377 leaf_weight=124 24 223 20 21 22 22 529 243 36 20 23 20 28 465 21 60 26 3723 20 53 691 2717 20 57 leaf_count=124 24 223 20 21 22 22 529 243 36 20 23 20 28 465 21 60 26 3723 20 53 691 2717 20 57 internal_value=0 -0.0112592 3.77544 0.605824 0.536081 -0.0762978 0.395931 -0.0815106 1.53466 0.0919244 1.14104 2.04019 0.23813 0.0603583 0.354712 0.195271 1.60311 -0.118099 -0.0619016 0.362123 -0.00479869 -0.0725681 -0.162672 -0.162043 internal_weight=0 9164 44 866 845 8298 741 8276 104 1443 43 68 617 1400 244 589 48 6833 3033 73 1156 2960 3800 3780 internal_count=9208 9164 44 866 845 8298 741 8276 104 1443 43 68 617 1400 244 589 48 6833 3033 73 1156 2960 3800 3780 cat_boundaries=0 1 2 5 6 9 10 11 cat_threshold=256 68 25690240 2214592545 16 528 2518749184 1495597250 606671616 450 2 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=34 num_cat=8 split_feature=0 25 5 1 10 1 25 4 0 1 24 0 0 1 8 1 24 1 0 5 8 25 5 0 25 18 24 0 25 5 5 0 5 split_gain=6.15406e+06 3.61509e+06 2.01103e+06 1.15876e+06 1.03906e+06 949431 622340 531208 526316 628736 483583 1.20006e+06 389927 288185 242165 181570 140866 747354 115842 115656 96421.1 96102 88141.7 79192.2 73639.7 43202.7 39486 72407.3 29318.1 7871.64 7520.9 3919.61 1646.06 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 57.050000000000004 3 67.485000000000014 543.33000000000004 47.808000000000007 331.12500000000006 4 126.49000000000002 228.76800000000003 5 169.76250000000002 6 190.42000000000004 7 133.81750000000002 33.347500000000004 103.53753000000002 52.300500000000007 decision_type=2 9 2 2 2 2 9 2 2 2 1 2 2 2 2 2 1 2 2 2 2 9 2 2 9 2 1 2 9 2 2 2 2 left_child=1 2 3 4 10 -2 8 12 14 15 11 -1 13 -5 16 18 17 -3 -10 20 -16 25 -12 -17 -18 26 27 -8 -28 30 31 -23 -32 right_child=5 6 -4 7 -6 -7 21 -9 9 -11 22 -13 -14 -15 19 23 24 -19 -20 -21 -22 29 -24 -25 -26 -27 28 -29 -30 -31 32 -33 -34 leaf_value=0.50029803127977579 2.3340588163292928 0.066412196003255389 3.6636272471291678 1.2756840607098172 2.6404672160148617 5.274987985520136 -0.042159374499997349 2.5913394697755576 0.0726866320514679 2.1800410951886859 0.18324450342470155 3.0563961448669432 2.2294732112884521 -0.21763559261957807 0.83490898313976469 0.50176763988676532 0.07301385064639955 2.0561853163242341 0.85959795171564279 1.1633495828638907 -0.042692289044780118 -0.16135883516371252 -0.24583823027434171 1.3702211961292086 -0.078084743519990646 0.38680522346496582 -0.17672527328485579 0.55227754502069382 -0.073024753141998411 -0.35933562946319586 0.012254218504979059 -0.2923081621916398 -0.095638499106130301 leaf_weight=225 23 336 21 28 20 21 846 32 125 21 422 20 20 24 21 21 416 20 22 23 31 3700 54 21 1345 20 498 21 711 20 26 23 31 leaf_count=225 23 336 21 28 20 21 846 32 125 21 422 20 20 24 21 21 416 20 22 23 31 3700 54 21 1345 20 498 21 711 20 26 23 31 internal_value=0 -0.0111357 0.599889 0.530848 0.392116 3.73768 -0.0755357 1.51931 0.0600305 0.538522 0.329749 0.681157 1.04285 0.58646 0.0144635 0.356131 -0.00532013 0.173328 0.190456 0.572889 0.311724 -0.130773 0.131798 0.935994 -0.0421801 -0.0753847 -0.0802005 -0.0274447 -0.116839 -0.161046 -0.160422 -0.162168 -0.0464243 internal_weight=0 9164 866 845 741 44 8298 104 2402 210 721 245 72 52 2192 189 2117 356 147 75 52 5896 476 42 1761 2096 2076 867 1209 3800 3780 3723 57 internal_count=9208 9164 866 845 741 44 8298 104 2402 210 721 245 72 52 2192 189 2117 356 147 75 52 5896 476 42 1761 2096 2076 867 1209 3800 3780 3723 57 cat_boundaries=0 1 4 5 6 9 11 12 15 cat_threshold=256 25690240 2349137953 536870928 2118 528 2518749184 1361051842 69800704 25165824 2214920192 535 2485125120 16777344 512 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=25 num_cat=6 split_feature=0 25 5 0 0 3 2 24 12 25 0 0 2 5 0 12 24 0 25 24 19 3 3 0 split_gain=6.89139e+06 2.91368e+06 2.45662e+06 827504 666179 550210 373314 329780 300102 293843 299566 314732 242639 186683 362332 164674 69992 50893.3 13988 16802.7 8802.84 7341.28 6213.54 2653.68 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 299.69250000000005 593.34250000000009 844.84875000000011 1 128.11550000000003 2 218.97000000000003 244.35500000000002 20.200000000000006 74.355000000000004 744.3325000000001 362.12500000000006 3 352.08500000000004 4 5 24.867000000000004 136.29000000000002 1.0000000180025095e-35 14.332500000000001 decision_type=2 9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 9 1 2 2 2 2 left_child=1 2 3 6 -5 9 7 8 -1 10 15 -12 -9 14 -6 16 -3 -13 19 22 21 -20 -11 -21 right_child=-2 5 -4 4 13 -7 -8 12 -10 18 11 17 -14 -15 -16 -17 -18 -19 20 23 -22 -23 -24 -25 leaf_value=0.46976875066986451 4.4242325570242746 -0.1551497331532565 3.9016918609738349 2.2503195836808949 0.50997295621965755 1.5636975059509277 1.3379254096746445 -0.028131905359891296 -0.65189011535644525 -0.053275059134813785 1.6217836427688599 -0.029825170278549196 0.60079230375692882 -0.0022865468058092843 1.9394191787719726 0.82306404720653192 -0.022977731922437187 0.43896755565296525 -0.15625976588879134 -0.14561493029109143 0.0500277887071882 0.031213620503743492 -0.21519100189208984 -0.24429486504916487 leaf_weight=520 35 474 20 36 61 20 32 451 25 456 20 40 71 29 25 22 2398 55 3909 452 21 21 25 29 leaf_count=520 35 474 20 36 61 20 32 451 25 456 20 40 71 29 25 22 2398 55 3909 452 21 21 25 29 internal_value=0 -0.0214945 0.421358 0.369043 1.06317 -0.0927244 0.273671 0.241754 0.410779 -0.0970233 -0.0188571 0.481616 0.0563323 0.691544 0.92551 -0.0388098 -0.0454119 0.241581 -0.144564 -0.105531 -0.153778 -0.155258 -0.0604342 -0.148478 internal_weight=0 9212 1270 1250 151 7942 1099 1067 545 7922 3009 115 522 115 86 2894 2872 95 4913 962 3951 3930 481 481 internal_count=9247 9212 1270 1250 151 7942 1099 1067 545 7922 3009 115 522 115 86 2894 2872 95 4913 962 3951 3930 481 481 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=532736 2164326400 343 2443247616 472121505 536871440 384 67108864 47188032 70881540 3459 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=30 num_cat=7 split_feature=0 25 5 0 0 0 1 2 26 24 12 2 25 5 0 24 0 24 18 25 0 25 1 0 4 2 19 1 0 split_gain=6.75426e+06 2.85572e+06 2.40773e+06 811036 652922 403768 691024 365885 358263 323217 294130 237811 190735 182968 355122 97352.8 170881 56122.8 63825.7 46781.9 26727 22759.7 24204.8 21627.4 15197.2 7681.02 6508.76 5481.22 4866.37 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 299.69250000000005 66.112500000000011 68.280000000000015 844.84875000000011 2022.5000000000002 1 128.11550000000003 20.200000000000006 2 74.355000000000004 744.3325000000001 3 352.08500000000004 4 219.79500000000002 5 209.55000000000004 6 32.28126000000001 360.99000000000007 188.47500000000002 49.650000000000006 42.494000000000007 164.55774000000002 35.294070000000012 decision_type=2 9 2 2 2 2 2 2 2 1 2 2 9 2 2 1 2 1 2 9 2 9 2 2 2 2 2 2 2 left_child=1 2 3 7 -5 12 15 9 -8 10 -1 -11 17 14 -6 16 20 21 19 -19 -7 22 -3 25 -23 -17 27 28 -14 right_child=-2 5 -4 4 13 6 8 -9 -10 11 -12 -13 26 -15 -16 23 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 leaf_value=0.46507106314599511 4.3799902692522323 0.0011029135220423695 3.8626748261451724 2.2278163740370007 0.5048732507619702 -0.071151049578631373 2.1223041782379148 1.3245461779832841 0.58092586165980287 -0.027850588037242118 -0.64537120666503911 0.5947843954596721 -0.14902723069628146 -0.0022636936450826711 1.9200250335693361 -0.10903184422275476 1.0177634223302205 0.092469141149365552 0.5452461738586426 -0.040847802055881288 0.31909331285036524 -0.17113896883052326 -0.33404630005359648 -0.37851313097723599 0.0817152458190918 0.10343654257059097 0.033490491390228271 0.0034405342737833661 -0.038249936938285829 leaf_weight=520 35 211 20 36 61 54 25 32 38 451 25 71 4605 29 25 114 24 297 20 1863 26 483 24 29 25 20 20 24 40 leaf_count=520 35 211 20 36 61 54 25 32 38 451 25 71 4605 29 25 114 24 297 20 1863 26 483 24 29 25 20 20 24 40 internal_value=0 -0.0212814 0.417144 0.365353 1.05254 -0.0917994 0.250532 0.270935 1.19258 0.239336 0.406671 0.0557689 -0.106761 0.684628 0.916255 0.0282502 0.253339 -0.0428287 -0.0169931 -0.0222777 0.0556784 -0.117399 -0.031773 -0.12334 -0.155632 -0.0773201 -0.146212 -0.147294 -0.148073 internal_weight=0 9212 1270 1250 151 7942 330 1099 63 1067 545 522 7612 115 86 267 104 2923 2180 2160 80 743 235 163 508 134 4689 4669 4645 internal_count=9247 9212 1270 1250 151 7942 330 1099 63 1067 545 522 7612 115 86 267 104 2923 2180 2160 80 743 235 163 508 134 4689 4669 4645 cat_boundaries=0 2 3 6 7 8 10 13 cat_threshold=532736 2164326400 343 362872832 509870305 536937232 1125 896 268435456 67371009 0 225 65552 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 1 10 0 24 4 0 2 split_gain=6.61984e+06 2.7516e+06 1.51562e+06 895328 767993 590125 491425 431114 594709 417377 179151 143920 473564 139948 105893 52578.8 43135.4 2090.01 threshold=1219.7885000000003 1341.6425000000002 143.49000000000004 47.808000000000007 232.70000000000002 890.22500000000014 1016.9900000000001 0 603.77750000000015 378.05000000000007 375.58250000000004 133.08750000000001 156.19125000000003 228.76800000000003 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 11 15 13 10 -6 14 -13 -9 -1 16 -4 -7 right_child=-2 -3 3 4 9 17 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.011840032237291225 4.3361903076171879 3.5112671058828182 -0.17286016429873072 2.5245958900451662 0.74433644509315489 1.0588109354539352 1.5036121456325056 -0.054019168073480783 2.2573056001663208 0.022492559261811085 2.0258275095621743 0.021057529687881469 1.3897948707853045 0.65130641894462782 -0.093653359438646624 0.28588555812835692 -0.67897722698393326 1.200055721282959 leaf_weight=2127 35 22 85 36 20 22 20 44 20 39 24 260 28 78 6326 20 21 20 leaf_count=2127 35 22 85 36 20 22 20 44 20 39 24 260 28 78 6326 20 21 20 internal_value=0 -0.0210681 -0.0295241 0.582963 1.30478 -0.0564505 -0.0621194 0.262452 0.6156 0.775708 1.44333 -0.0657019 0.154129 0.396927 -0.0731917 -0.170838 -0.273129 1.12607 internal_weight=0 9212 9190 387 119 8803 8761 268 142 83 44 8741 288 122 8453 126 106 42 internal_count=9247 9212 9190 387 119 8803 8761 268 142 83 44 8741 288 122 8453 126 106 42 cat_boundaries=0 1 2 cat_threshold=696 67 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=30 num_cat=6 split_feature=0 25 7 7 0 0 3 6 25 0 0 24 2 0 25 3 7 3 11 8 0 2 0 25 24 19 1 1 0 split_gain=6.48811e+06 2.77851e+06 1.58193e+06 4.09003e+06 679275 659531 536474 425514 279922 279605 306328 240946 300149 218048 267812 156861 149887 120953 112194 85027.8 77735.1 114446 48295.9 13985.9 16503.4 8583.85 8551.95 8189.34 2674.46 threshold=1219.7885000000003 0 328.74048000000005 441.88278000000008 174.80000000000004 299.69250000000005 593.34250000000009 371.83250000000004 1 218.97000000000003 244.35500000000002 2 20.200000000000006 13.003400000000001 3 287.36250000000007 806.46500000000003 21.101500000000005 360.14500000000004 201.18750000000003 744.3325000000001 102.07500000000002 352.08500000000004 4 5 24.867000000000004 53.520000000000003 55.656960000000005 14.332500000000001 decision_type=2 9 2 2 2 2 2 2 9 2 2 1 2 2 9 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 4 -4 11 -6 8 16 9 18 -11 13 15 14 -1 -13 -5 -14 19 -3 21 -7 -12 24 27 26 -25 -10 -26 right_child=-2 6 3 7 5 20 -8 -9 23 10 22 12 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30 leaf_value=-0.13152004448143212 4.2928284345354353 -0.053720690034316468 5.6755384441614147 0.51608584948948455 2.1390812630123563 0.12233289911746979 1.5451999015808104 1.6403719207763672 -0.048731338529119511 1.5899840154647829 -0.036055271327495579 -0.081948420318464429 0.85495385249455769 1.2113904085159302 0.44505380961728924 0.82510696029663078 -0.60152538662865052 0.058987298352377752 0.58122303370771744 0.25859230921003556 0.97956791785455521 1.01738738822937 0.4206179698597301 -0.1532543244933452 -0.14153086253651628 0.051143171219598681 -0.022916419085334327 -0.24633750915527344 -0.24065010662736566 leaf_weight=101 35 2775 20 28 36 50 20 25 449 20 40 408 60 30 392 20 21 28 29 90 31 20 55 3897 444 21 51 22 29 leaf_count=101 35 2775 20 28 36 50 20 25 449 20 40 408 60 30 392 20 21 28 29 90 31 20 55 3897 444 21 51 22 29 internal_value=0 -0.0208585 0.411599 1.66317 0.315058 0.976919 -0.090417 0.578752 -0.0946604 -0.0183686 0.465143 0.227787 0.0684716 0.376463 0.333292 -0.0395627 0.0371096 0.601692 -0.0376455 -0.0439098 0.562683 0.378063 0.228334 -0.141061 -0.101801 -0.15012 -0.151571 -0.0567563 -0.144552 internal_weight=0 9212 1270 94 1176 137 7942 74 7922 3009 115 1039 516 523 493 428 49 88 2894 2865 101 70 95 4913 944 3969 3948 471 473 internal_count=9247 9212 1270 94 1176 137 7942 74 7922 3009 115 1039 516 523 493 428 49 88 2894 2865 101 70 95 4913 944 3969 3948 471 473 cat_boundaries=0 2 5 6 8 11 12 cat_threshold=532736 2164326400 2443247616 472121505 536871440 1111 524288 65536 67108864 38799424 70881540 3459 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=27 num_cat=6 split_feature=0 25 5 0 0 3 24 7 25 0 0 5 5 0 12 18 10 24 0 25 24 1 1 0 0 1 split_gain=6.35899e+06 2.72349e+06 2.31064e+06 766155 629945 525798 283375 317273 274351 274041 300232 261393 183362 345373 159594 89214.1 86489 67383.5 47334.8 14594.6 12510.6 9768.04 9196.98 6142.15 3384.58 2528.34 threshold=1219.7885000000003 0 1265.0725000000002 174.80000000000004 299.69250000000005 593.34250000000009 1 328.74048000000005 2 218.97000000000003 244.35500000000002 32.21126000000001 74.355000000000004 744.3325000000001 362.12500000000006 83.250000000000014 96.632500000000022 3 352.08500000000004 4 5 53.520000000000003 55.656960000000005 137.99750000000003 14.332500000000001 84.744000000000014 decision_type=2 9 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 1 2 9 1 2 2 2 2 2 left_child=1 2 3 6 -5 8 7 11 9 14 -11 -1 13 -6 17 16 -8 -3 -12 20 22 23 -10 -21 -22 -23 right_child=-2 5 -4 4 12 -7 15 -9 19 10 18 -13 -14 -15 -16 -17 -18 -19 -20 21 24 25 -24 -25 -26 -27 leaf_value=0.43483957580898119 4.2499001116071433 -0.15143654908276788 3.7828449087142948 2.1790768114725747 0.48946564115461755 1.5297479181289675 0.088170363853592018 1.3791423427697385 -0.055372842078814745 1.5740841960906984 -0.035694717645645142 -0.37879977777946827 -0.024347478850134489 1.8850574188232423 0.8112072836269032 -0.39198311315264023 0.53861825638629024 -0.021764096821166354 0.41641182292591444 -0.1504808458405355 -0.13440643494554574 0.076245572328567504 -0.25999812250551968 -0.30470372786888711 -0.24387845102945963 -0.068907854398091634 leaf_weight=483 35 474 20 36 61 20 458 33 488 20 40 43 29 25 22 35 47 2398 55 3814 482 20 23 26 30 30 leaf_count=483 35 474 20 36 61 20 458 33 488 20 40 43 29 25 22 35 47 2398 55 3814 482 20 23 26 30 30 internal_value=0 -0.0206465 0.407508 0.356762 1.02467 -0.0895128 0.264994 0.420476 -0.0937138 -0.0181849 0.460492 0.368325 0.663285 0.895161 -0.0372691 0.0945049 0.130093 -0.0437685 0.226051 -0.139651 -0.101745 -0.149333 -0.0633434 -0.151525 -0.138123 -0.0108465 internal_weight=0 9212 1270 1250 151 7942 1099 559 7922 3009 115 526 115 86 2894 540 505 2872 95 4913 1023 3890 511 3840 512 50 internal_count=9247 9212 1270 1250 151 7942 1099 559 7922 3009 115 526 115 86 2894 540 505 2872 95 4913 1023 3890 511 3840 512 50 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=532736 2164326400 343 2443247616 472121505 536871440 384 67112960 38799424 70881540 3459 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=45 num_cat=11 split_feature=25 0 7 7 0 7 0 10 10 1 24 25 0 7 0 0 12 1 0 10 0 8 24 8 8 3 26 0 25 25 24 25 26 25 26 19 24 1 25 26 7 7 1 26 split_gain=4.34338e+06 3.51207e+06 1.2276e+06 2.69898e+06 1.12624e+06 807873 641390 519962 915034 443938 328369 277030 315470 225794 199982 165757 145214 88950.4 170047 67530 56218.7 47109.7 46363.6 67644.1 128524 66086.5 38580.5 33831.8 26237.7 22921 43268.8 24646 25270.5 22161.3 11482.6 10466.5 6718.91 5290.22 4476.91 5760 3189.59 6998.41 1965.77 264.418 threshold=0 1205.5225000000003 323.80000000000007 449.64000000000004 178.63500000000002 664.68750000000011 486.41000000000003 67.800000000000011 174.37500000000003 259.87500000000006 1 2 217.52000000000004 52.300500000000007 242.38250000000002 744.3325000000001 362.12500000000006 138.37500000000003 497.97750000000002 466.8300000000001 343.01500000000004 74.355000000000004 3 226.95300000000003 299.72200000000004 231.15000000000003 2022.5000000000002 184.44910000000004 4 5 6 7 2022.5000000000002 8 2022.5000000000002 11.521335000000002 9 77.02500000000002 10 2022.5000000000002 33.63000000000001 52.300500000000007 68.280000000000015 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 9 9 1 9 2 9 2 2 1 2 9 2 2 2 2 2 left_child=1 2 4 -4 7 -5 9 10 -9 20 34 12 16 -12 -14 -8 22 18 26 -10 -6 -7 28 25 -25 -24 -16 29 37 30 31 32 -13 -30 -1 40 -33 -2 43 -40 42 -42 -31 -32 right_child=11 -3 3 5 6 21 15 8 19 -11 13 27 14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 33 35 38 36 -34 -35 -36 -37 -38 -39 39 -41 41 -43 -44 -45 leaf_value=0.54520599365234379 -0.16854764344011033 3.8214251154661181 4.8162422119379045 1.9297324977382537 1.0602810110869232 -0.48464184802511462 -0.080018154265625141 2.8200752246947514 0.025104333673204696 3.079120447202162 0.047208706904229819 -0.05232697718071215 1.2970313072204591 0.85965611086951355 0.45425074746531829 1.018118002149794 0.71676297760009766 -0.28066108869469686 1.2303495750427247 0.71962345136063433 1.7597884850502015 0.16262934771451082 -0.043623818893541035 0.95960486507415765 -0.014371321996053059 0.28468842188517257 -0.013244626231309843 -0.47091306747928741 -0.10509043529115875 -0.15453856248905606 -0.23548875368558445 -0.0031813690739293256 0.21681617711041426 0.049494632062777669 0.71767272602428089 0.076559146881103518 -0.099800725002757829 -0.30691511344909667 -0.16582440136435506 -0.078856628554207941 0.069207044124603267 -0.18925577943975275 -0.078143579188515166 -0.21124687794888958 leaf_weight=93 350 32 20 31 27 23 28 21 28 22 687 66 23 36 31 27 25 23 20 28 20 22 2287 20 42 63 41 31 280 3605 91 114 74 132 66 20 234 30 167 140 20 22 34 89 leaf_count=93 350 32 20 31 27 23 28 21 28 22 687 66 23 36 31 27 25 23 20 28 20 22 2287 20 42 63 41 31 280 3605 91 114 74 132 66 20 234 30 167 140 20 22 34 89 internal_value=0 0.548076 0.46388 1.54768 0.367809 0.687537 1.26462 0.25185 1.03992 1.90672 0.183051 -0.0918088 -0.0223422 0.0864666 0.445813 0.459067 -0.0424193 0.27557 0.414628 0.372364 1.35794 -0.168198 -0.048343 -0.0261122 0.299815 -0.0348223 0.188038 -0.141347 -0.114273 -0.139464 -0.0925057 -0.0244077 0.0839388 -0.055564 0.580299 -0.151177 -0.0691225 -0.17487 -0.158879 -0.122185 -0.152825 -0.0661782 -0.153825 -0.211739 internal_weight=0 1211 1179 96 1083 76 124 959 77 69 882 8074 3367 723 138 55 3229 115 92 56 47 45 3204 2412 62 2350 72 4707 792 4676 975 488 140 412 159 3701 348 380 487 307 3681 42 3639 180 internal_count=9285 1211 1179 96 1083 76 124 959 77 69 882 8074 3367 723 138 55 3229 115 92 56 47 45 3204 2412 62 2350 72 4707 792 4676 975 488 140 412 159 3701 348 380 487 307 3681 42 3639 180 cat_boundaries=0 1 2 5 6 9 12 13 15 18 19 22 cat_threshold=532736 9 2191589376 3707830498 536875280 416 2157969408 150994946 4112 352342016 39059457 84410436 378 83886080 262145 65536 268435488 536870912 34 16777216 262145 67108864 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=22 num_cat=1 split_feature=0 5 0 1 24 1 10 1 10 10 19 0 0 2 2 26 1 1 26 0 0 split_gain=3.69262e+06 1.89639e+06 1.46877e+06 1.08809e+06 961247 1.50259e+06 612755 648270 461164 547019 448126 395205 313756 299908 355690 193745 192042 148898 81482.3 432978 43769.7 threshold=1165.3425000000004 1341.6425000000002 194.45000000000002 96.71250000000002 0 68.280000000000015 67.800000000000011 133.08750000000001 103.13625000000002 852.81250000000011 492.13750000000005 352.08500000000004 307.23750000000007 460.05000000000007 569.59500000000014 2022.5000000000002 362.77500000000003 174.80000000000004 2022.5000000000002 240.75000000000003 453.00000000000006 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 5 11 10 8 -8 -10 13 -4 18 16 -15 -13 -1 20 -6 -20 -14 right_child=3 -3 4 -5 12 -7 7 -9 9 -11 -12 15 17 14 -16 -17 -18 -19 19 -21 -22 leaf_value=-0.081245079555399918 1.4324965671871019 2.8464768376557728 0.0028993837761156489 4.621737634658813 0.3415039863586426 3.6120587962407331 1.3402893673628569 1.6663686090045504 -0.12428427012412104 1.6180290234088899 1.3923567236037482 2.1439604572880837 -0.085399055589329115 1.5829246263918668 0.12684351321189635 0.76870688629150397 0.3617653361233798 -0.58814950184944348 -0.069298552513122558 1.9229269870122274 0.34506523094925229 leaf_weight=8436 23 23 33 20 30 26 32 36 182 20 21 21 44 23 62 20 99 39 20 24 51 leaf_count=8436 23 23 33 20 30 26 32 36 182 20 21 21 44 23 62 20 99 39 20 24 51 internal_value=0 -0.0213861 -0.028541 2.91586 0.650386 1.4037 -0.0520074 0.417109 0.224915 0.048222 -0.0666656 0.817473 0.210607 -0.0702201 0.520842 1.47311 -0.0761065 -0.0678885 0.74337 1.01737 0.145692 internal_weight=0 9242 9219 43 308 100 8911 270 234 202 8641 74 208 8620 85 41 8535 134 74 44 95 internal_count=9285 9242 9219 43 308 100 8911 270 234 202 8641 74 208 8620 85 41 8535 134 74 44 95 cat_boundaries=0 1 cat_threshold=1052 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=36 num_cat=4 split_feature=25 1 5 2 10 10 26 8 10 3 25 12 7 7 5 2 1 1 8 25 11 2 25 26 26 19 9 8 3 2 26 1 1 2 1 split_gain=4.216e+06 2.58553e+06 2.01643e+06 918324 800992 756585 476716 397518 325545 287519 269457 251229 199566 444896 150056 108596 75037.7 214260 69746.7 63103.3 49719.6 48455.5 14448.5 10931.2 9848.28 8040.92 6587.36 4824.83 4284.6 3237.85 3981.69 1789.63 4040.43 877.724 751.723 threshold=0 1236.1260000000004 1341.6425000000002 217.52000000000004 67.800000000000011 166.11250000000004 2022.5000000000002 123.63250000000001 715.87500000000011 66.112500000000011 1 362.12500000000006 177.35000000000002 591.48000000000013 10.901250000000003 492.37500000000006 48.619320000000009 73.320000000000007 66.112500000000011 2 360.14500000000004 419.52500000000009 3 2022.5000000000002 2022.5000000000002 11.521335000000002 3.4566000000000008 3.5256000000000007 53.520000000000003 33.63000000000001 2022.5000000000002 111.65000000000002 57.050000000000004 20.812400000000004 31.499700000000004 decision_type=9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 12 -6 9 21 -7 -5 11 15 14 -14 -1 16 19 -18 -19 24 -21 -8 23 33 -2 29 27 28 -25 31 -31 32 -24 34 -12 right_child=10 -3 -4 6 5 8 7 -9 -10 -11 22 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 25 26 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36 leaf_value=0.23606204866485339 0.061585965837751118 3.6043049310754847 3.6230122814178469 1.3559676969051362 2.9400087780952453 0.28079277594884239 -0.061223015387852985 1.7876939102172853 1.7993251820802689 2.88439661359787 -0.12738278914287018 0.88905766725540158 1.596001628637314 -0.13003785610198976 -0.21566636817506801 0.57911569891304804 0.95448882647923061 -0.029592160819803627 0.56276589740406391 -0.065028148280670189 0.41220538312738592 0.51886004024081755 -0.1515019766148889 -0.034794327833435758 0.20414069112141928 0.04614437012445359 -0.20933167358924604 -0.17998834337506975 -0.16782231771028958 -0.16898954050881521 -0.0099909777111477326 -0.2373633615175883 -0.0089814965724945069 -0.19505309625105427 -0.18733805797316813 leaf_weight=798 105 27 20 32 20 48 24 25 20 20 423 30 32 28 81 29 28 206 22 2835 22 36 3676 352 90 21 29 28 26 28 36 24 20 22 22 leaf_count=798 105 27 20 32 20 48 24 25 20 20 423 30 32 28 81 29 28 206 22 2835 22 36 3676 352 90 21 29 28 26 28 36 24 20 22 22 internal_value=0 0.540018 0.4747 0.420606 0.318018 1.23028 1.18964 0.728258 0.72742 1.94382 -0.0904141 -0.0219042 0.232523 0.790517 0.194435 -0.0301595 -0.0355008 0.128947 0.0275652 -0.0492946 -0.0611393 0.286827 -0.13927 -0.0987026 0.121167 -0.148603 -0.0637271 -0.0533267 -0.0439444 -0.150076 -0.0795528 -0.15129 -0.150731 -0.133395 -0.130347 internal_weight=0 1211 1184 1164 1027 88 137 85 68 52 8074 3367 939 60 879 3337 3308 256 228 3052 2857 60 4707 902 195 3805 435 406 378 3784 64 3720 3696 467 445 internal_count=9285 1211 1184 1164 1027 88 137 85 68 52 8074 3367 939 60 879 3337 3308 256 228 3052 2857 60 4707 902 195 3805 435 406 378 3784 64 3720 3696 467 445 cat_boundaries=0 1 4 6 9 cat_threshold=532736 2191589376 3707830498 536875280 0 2214658048 335564800 39059456 84443204 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=42 num_cat=5 split_feature=25 0 5 0 10 0 3 26 10 10 2 25 0 26 0 1 1 25 0 2 2 0 10 19 0 25 0 25 6 0 26 26 19 2 26 2 0 26 0 1 0 split_gain=4.1321e+06 3.35873e+06 1.56575e+06 962676 663108 561702 552242 563560 549244 402654 297349 264187 309047 214990 180858 151849 287815 138742 133438 113221 102364 81661.3 70006.2 58641.4 54975.7 54806.4 35530 22229.9 25857.4 13390.6 50378.5 11030.7 9289.65 8679.82 6486.85 5969.33 5631.01 4073.95 3436.97 1304.78 1295.17 threshold=0 1205.5225000000003 1279.9550000000002 178.63500000000002 67.800000000000011 486.41000000000003 120.37500000000001 2022.5000000000002 174.37500000000003 690.66750000000013 185.10000000000002 1 28.484500000000004 2022.5000000000002 744.3325000000001 55.656960000000005 148.59999999999999 2 13.003400000000001 515.86500000000012 57.050000000000004 284.92500000000007 331.12500000000006 247.25750000000002 90.300000000000026 3 153.20400000000004 4 99.89997000000001 174.80000000000004 2022.5000000000002 2022.5000000000002 11.521335000000002 6.3150000000000004 2022.5000000000002 33.63000000000001 326.66250000000008 2022.5000000000002 425.10000000000002 3.4596000000000009 56.310000000000009 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 6 7 -5 -6 -10 18 12 19 -12 -7 17 -17 29 -1 22 -18 24 23 25 -19 -2 27 28 31 30 -14 39 35 -33 -31 40 -28 -37 -23 -13 -29 right_child=11 -3 -4 5 8 14 -8 -9 9 -11 13 26 15 -15 -16 16 20 21 -20 -21 -22 38 -24 -25 -26 -27 36 32 -30 34 -32 33 -34 -35 -36 37 -38 -39 -40 -41 -42 leaf_value=0.12732238655474259 -0.13218744909939642 3.7356976071000099 3.1584031541006907 3.6536940388452441 2.4375897403385332 -0.076589804772407788 0.75073147860440348 1.4315641471862792 0.1826535640043371 1.8279240031469437 1.3727700540754528 -0.12670392577712603 0.34560168304443362 0.31964403788248702 1.0220739101541454 1.7126230010986327 0.68943178030160757 0.6740609679222106 0.63671721441366458 0.63257682800292969 -0.26216005611419679 0.88473151874542244 0.40122881918242487 0.47790622639656066 0.057132182488074668 -0.038058630547594993 -0.3180612460049716 -0.14956007227166115 0.25984506243751165 -0.34191499005193293 -0.24215042291368757 -0.045157746535081131 0.062465053740001865 -0.24970185800032185 -0.11703242860991379 -0.13900044572764431 -0.54990294075012214 0.02233867476968204 0.69934079933166504 -0.20943547105789187 -0.21553462664286296 leaf_weight=791 869 32 21 21 23 31 33 25 51 21 36 407 25 42 29 20 26 20 55 24 20 20 33 20 52 2191 22 3657 21 23 35 364 21 22 29 29 20 34 20 20 30 leaf_count=791 869 32 21 21 23 31 33 25 51 21 36 407 25 42 29 20 26 20 55 24 20 20 33 20 52 2191 22 3657 21 23 35 364 21 22 29 29 20 34 20 20 30 internal_value=0 0.534618 0.452269 0.403194 0.296705 1.18386 1.73786 2.44601 1.09228 0.662524 0.214909 -0.0895099 -0.0226955 0.805702 0.454431 0.289568 0.711129 0.165359 0.160439 -0.0516351 0.275696 0.394537 -0.0569101 -0.0618187 0.228501 -0.0653463 -0.138629 -0.136286 -0.0855821 -0.0909279 0.00274629 -0.0955573 -0.146884 -0.0568157 -0.2165 -0.148448 -0.428462 -0.0519285 0.792036 -0.130579 -0.150097 internal_weight=0 1211 1179 1158 1019 139 79 46 95 72 924 8074 3427 78 60 290 66 224 846 3137 46 112 3113 3080 72 3060 4647 4605 834 112 60 813 3771 386 52 3750 42 63 40 427 3687 internal_count=9285 1211 1179 1158 1019 139 79 46 95 72 924 8074 3427 78 60 290 66 224 846 3137 46 112 3113 3080 72 3060 4647 4605 834 112 60 813 3771 386 52 3750 42 63 40 427 3687 cat_boundaries=0 1 4 7 10 13 cat_threshold=532736 2191605760 3707830498 536875280 0 268435458 536870928 2147500032 134217728 4112 352325632 38010881 84410368 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=41 num_cat=6 split_feature=25 0 5 0 10 24 0 3 26 10 2 10 25 0 24 1 0 26 1 0 2 6 8 19 0 1 0 26 6 25 24 1 2 0 19 2 0 26 26 0 split_gain=4.0499e+06 3.29189e+06 1.53459e+06 943519 649912 550665 550524 541252 552345 538314 502071 394641 258907 302907 200570 710948 177259 121978 115281 121158 110970 69245.4 122456 60873.8 47316.8 39598.9 34822.9 33672 25963 21787.5 51434.3 15639.2 15926.6 14635.1 9104.79 5850.54 5518.95 3992.88 3848.97 1269.39 threshold=0 1205.5225000000003 1279.9550000000002 178.63500000000002 67.800000000000011 1 486.41000000000003 120.37500000000001 2022.5000000000002 174.37500000000003 449.64000000000004 690.66750000000013 2 28.484500000000004 3 68.280000000000015 744.3325000000001 2022.5000000000002 144.56250000000003 425.10000000000002 515.86500000000012 206.14500000000001 48.386500000000005 247.25750000000002 284.92500000000007 362.77500000000003 153.20400000000004 2022.5000000000002 297.56250000000006 4 5 31.499700000000004 27.708480000000005 96.632500000000022 11.521335000000002 33.63000000000001 326.66250000000008 2022.5000000000002 2022.5000000000002 56.310000000000009 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 17 7 8 -5 -6 -7 -11 13 20 15 24 -8 -1 19 27 21 23 28 25 33 -2 29 -16 -23 30 31 32 -14 -15 35 39 -28 -37 -32 -31 right_child=12 -3 -4 6 9 10 16 -9 -10 11 -12 -13 26 14 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 36 -29 -30 34 38 -33 -34 -35 -36 37 -38 -39 -40 -41 leaf_value=0.53560016775643948 -0.072452144861342091 3.6983406561613084 3.1268190002441405 3.6171571288790023 2.4132137460293981 0.031516626067925893 -0.075823905775623937 0.74322416565634986 1.4172484245300294 0.18082703609092562 1.1319257963787426 1.8096447960535684 0.026471634377603945 0.30154342579841614 0.23759077584301985 2.168453414440155 1.0118531628312737 1.092859633950626 -0.5025730988287157 0.89196717262268066 0.62625107924143475 0.21217864317052507 0.86388938210227273 0.48519732356071471 0.55237798109650615 0.25242465671740083 -0.31488063638860531 -0.097986899347447629 -0.16819663850884689 -0.148064470845826 -0.19448938241453984 -0.24245334625244142 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3750 42 63 418 3687 internal_count=9285 1211 1179 1158 1019 924 139 79 46 95 763 72 8074 3427 290 118 60 161 172 141 3137 3113 94 3019 94 2999 4647 121 72 4605 834 416 390 62 3771 3750 42 63 418 3687 cat_boundaries=0 1 2 5 6 9 10 cat_threshold=532736 9 2191605760 3707830498 536875280 1053 352325632 38010881 84410368 378 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=30 num_cat=5 split_feature=25 7 4 2 7 24 10 8 26 3 12 8 25 2 3 2 5 15 8 24 3 5 4 26 5 5 5 25 2 split_gain=3.85213e+06 2.54192e+06 4.66656e+06 1.12266e+06 819386 625592 966394 496199 705813 399534 361177 346948 273278 223764 177197 341596 159187 165116 123907 81391.8 111545 38228.4 37600.8 30313.1 26028.6 16508.6 16846.6 11637.8 2771.6 threshold=0 323.80000000000007 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 241.25750000000002 96.07050000000001 3 273.11034000000006 251.25000000000003 307.15000000000003 2022.5000000000002 194.45000000000002 33.347500000000004 103.77628000000001 4 387.99000000000007 decision_type=9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 9 2 left_child=1 3 4 5 -3 6 23 8 14 10 12 -6 13 19 15 -5 17 18 -7 21 -21 -2 25 -1 28 27 -27 -14 -10 right_child=9 2 -4 7 11 16 -8 -9 24 -11 -12 -13 22 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 leaf_value=0.59859790807781799 -0.10437988557825527 2.0792163080487933 5.9719986194113028 2.2936729316711428 -0.65521149635314946 0.20476027074797604 2.7916725330352783 2.6654581747055057 0.45039655876159673 1.2368093274987262 0.93050509193965369 1.0023678837651793 -0.103990036771969 1.0423372428417206 2.5064714069366456 0.46757611047653924 -0.62056944748450971 -0.59162252680460614 -0.28967526546391575 0.0078201000775127635 0.56208959321717955 0.27049192232745034 0.27890882405367767 0.38187488540725889 -0.072361508846282965 0.092970691862560462 -0.14895202672706462 -0.14727274304090862 0.28943557573401413 leaf_weight=165 956 35 23 20 28 646 20 20 20 23 35 23 1048 20 20 21 29 30 55 1943 37 28 22 106 20 63 53 3727 23 leaf_count=165 956 35 23 20 28 646 20 20 20 23 35 23 1048 20 20 21 29 30 55 1943 37 28 22 106 20 63 53 3727 23 internal_value=0 0.505224 1.97098 0.375755 0.900943 0.262301 0.648109 1.20381 0.968062 -0.0791766 -0.0830923 0.0923243 -0.0875846 -0.0118153 1.73479 1.35836 0.104672 0.134876 0.165967 -0.0189682 0.0180863 -0.09277 -0.133309 0.513828 0.225678 -0.135436 -0.017563 -0.138299 0.364301 internal_weight=0 1304 109 1195 86 1051 291 144 124 7955 7932 51 7897 2984 61 41 760 731 701 2964 1980 984 4913 271 63 4891 116 4775 43 internal_count=9259 1304 109 1195 86 1051 291 144 124 7955 7932 51 7897 2984 61 41 760 731 701 2964 1980 984 4913 271 63 4891 116 4775 43 cat_boundaries=0 2 3 6 7 10 cat_threshold=17310080 65536 7 2222981120 486801570 539034128 2440 268439552 1117264129 67899716 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=15 num_cat=1 split_feature=0 5 2 2 0 12 26 1 24 19 10 2 1 26 split_gain=4.03709e+06 1.98934e+06 1.88358e+06 1.42533e+06 615218 641587 598523 455450 283794 252817 228381 220573 157696 174037 threshold=744.3325000000001 1341.6425000000002 419.52500000000009 890.22500000000014 66.112500000000011 308.62500000000006 2022.5000000000002 453.00000000000006 0 362.77500000000003 1016.9900000000001 457.74500000000006 49.650000000000006 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 3 12 4 9 7 -5 8 -6 10 11 -1 13 -2 right_child=2 -3 -4 6 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.061684135301613943 0.26730778535207111 3.0572805440993536 4.6618590042807844 3.0406612796783445 0.58785892140594398 1.9873711785403165 0.71973272552490231 1.4280184300740562 -0.0041071808959808817 0.91415342401575161 1.0123376727104187 0.55709167743551324 1.8986913493963389 1.570737445831299 leaf_weight=8531 21 21 22 20 100 22 25 30 316 27 20 58 26 20 leaf_count=8531 21 21 22 20 100 22 25 30 316 27 20 58 26 20 internal_value=0 -0.0170218 2.12309 -0.0240783 -0.0328536 0.320274 1.75126 0.238041 0.152225 -0.0519902 -0.0550202 -0.0575057 1.28947 0.903127 internal_weight=0 9170 89 9149 9104 468 45 446 416 8636 8609 8589 67 41 internal_count=9259 9170 89 9149 9104 468 45 446 416 8636 8609 8589 67 41 cat_boundaries=0 1 cat_threshold=7 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=33 num_cat=6 split_feature=0 25 2 5 2 24 10 10 2 16 15 25 0 2 0 0 8 8 0 0 26 11 24 11 8 25 24 5 0 0 0 11 split_gain=3.95673e+06 2.32822e+06 1.8461e+06 1.45046e+06 954224 516227 356847 946250 349017 309239 468814 291769 285191 319010 265025 152916 119007 174291 95788.2 102910 77075.2 42145.6 30684.5 30626.1 25648.8 16695.7 18566.9 14177.9 7817.26 5358.06 1724 538.538 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 67.800000000000011 329.45298000000008 164.55774000000002 40.213800000000006 83.250000000000014 2 58.31600000000001 147.46662000000001 287.36250000000007 108.50550000000001 226.95300000000003 331.12500000000006 1265.0725000000002 960.86250000000007 2022.5000000000002 233.13314000000003 3 172.52400000000003 515.18500000000006 4 5 33.347500000000004 96.632500000000022 31.499700000000004 31.499700000000004 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 1 2 2 9 1 2 2 2 2 2 left_child=1 3 18 4 5 6 8 -8 -1 14 -11 12 16 15 -7 -14 21 -18 19 -2 -17 22 -3 25 -19 26 29 -28 30 -13 -27 -23 right_child=2 11 -4 -5 -6 9 7 -9 -10 10 -12 23 13 -15 -16 20 17 24 -20 -21 -22 31 -24 -25 -26 28 27 -29 -30 -31 -32 -33 leaf_value=0.37459930759432736 1.0643004417419433 -0.087922429526561624 4.615240417827259 3.0367204837799076 2.3896280726519499 0.0085453879547690206 3.0114169178009038 0.14159399103235315 1.3368030866762488 0.096683175628249712 1.8912462234497072 -0.018481368410821056 0.85401706662671317 1.2592611507326366 0.76334573662281036 0.31292717750758342 0.98426326138632636 0.20484396071661087 0.80175640326279862 2.0665985652378627 -0.11819826885436972 -0.29550486458672415 -0.014559483120351725 0.25869548273086546 -0.29553692626953126 -0.14302887836511294 -0.13773353583282893 0.056589385390281681 -0.29237941728319444 -0.17364657839139302 -0.084495103125478699 -0.35991557235717769 leaf_weight=468 20 847 22 20 22 668 20 27 41 37 24 306 29 32 50 73 28 21 26 21 96 27 1744 20 20 3763 612 40 35 24 51 25 leaf_count=468 20 847 22 20 22 668 20 27 41 37 24 306 29 32 50 73 28 21 26 21 96 27 1744 20 20 3763 612 40 35 24 51 25 internal_value=0 -0.0168452 2.10186 0.360722 0.323941 0.289899 0.51974 1.3628 0.452105 0.117671 0.802741 -0.0839154 -0.00520106 0.332867 0.0611081 0.183147 -0.0338912 0.376092 1.27657 1.57767 0.0680275 -0.0445945 -0.0389374 -0.131545 -0.0392443 -0.133432 -0.0925929 -0.123911 -0.143239 -0.0288906 -0.142246 -0.326472 internal_weight=0 9170 89 1377 1357 1335 556 47 509 779 61 7793 2942 230 718 198 2712 69 67 41 169 2643 2591 4851 41 4831 982 652 3849 330 3814 52 internal_count=9259 9170 89 1377 1357 1335 556 47 509 779 61 7793 2942 230 718 198 2712 69 67 41 169 2643 2591 4851 41 4831 982 652 3849 330 3814 52 cat_boundaries=0 2 3 6 7 10 11 cat_threshold=17310080 150994944 91 2222981120 335872163 539034128 2185 302010368 2182090752 67637572 2148 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=25 num_cat=4 split_feature=0 25 2 5 2 24 10 10 2 3 16 15 0 25 12 0 0 0 0 3 6 25 5 0 split_gain=3.87799e+06 2.2819e+06 1.80936e+06 1.42159e+06 935235 505954 349746 927420 342071 317723 303085 459485 259751 253478 211831 138251 200985 93882 100862 79458.3 48908.2 12279.7 15736.2 8068.07 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 67.800000000000011 329.45298000000008 164.55774000000002 593.34250000000009 40.213800000000006 83.250000000000014 287.36250000000007 2 362.12500000000006 352.08500000000004 433.55000000000007 1265.0725000000002 960.86250000000007 273.11034000000006 262.50000000000006 3 33.347500000000004 108.50550000000001 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 left_child=1 3 17 4 5 6 8 -8 -1 13 12 -12 -7 14 15 19 -17 18 -2 -3 21 22 -15 -23 right_child=2 9 -4 -5 -6 10 7 -9 -10 -11 11 -13 -14 20 -16 16 -18 -19 -20 -21 -22 23 -24 -25 leaf_value=0.37085330892720414 1.0536574211120606 -0.037212682694143386 4.5690880064530806 3.0063532772064208 2.365731833631342 0.008459935323920793 2.981302709579468 0.14017805170129846 1.3234350449864456 1.1451845977419899 0.095716348338771517 1.872333753903707 0.75571226681768888 -0.10526960873926008 0.86895557659643674 1.2454107320876349 -0.039161150702114761 0.793738848246061 2.0459325263613746 0.36108794855136495 0.36249639225006108 -0.1398713186079649 0.082917687334912879 -0.28441444396972659 leaf_weight=468 20 2795 22 20 22 668 20 27 41 21 37 24 50 814 27 21 29 26 21 51 20 3929 47 39 leaf_count=468 20 2795 22 20 22 668 20 27 41 21 37 24 50 814 27 21 29 26 21 51 20 3929 47 39 internal_value=0 -0.0166778 2.08084 0.357115 0.320701 0.287 0.514542 1.34917 0.447584 -0.0830776 0.116495 0.794713 0.060497 -0.0865032 -0.012654 -0.0209171 0.500359 1.26381 1.5619 -0.0300752 -0.130724 -0.133038 -0.0939062 -0.140937 internal_weight=0 9170 89 1377 1357 1335 556 47 509 7793 779 61 718 7772 2923 2896 50 67 41 2846 4849 4829 861 3968 internal_count=9259 9170 89 1377 1357 1335 556 47 509 7793 779 61 718 7772 2923 2896 50 67 41 2846 4849 4829 861 3968 cat_boundaries=0 2 3 6 9 cat_threshold=17310080 150994944 91 2222981120 335872163 539034128 33574912 2182090752 67899716 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=25 num_cat=4 split_feature=0 25 2 5 2 24 7 7 2 3 1 1 25 0 5 1 26 0 0 8 6 25 5 0 split_gain=3.80082e+06 2.2365e+06 1.77335e+06 1.3933e+06 916624 496704 337321 837809 330003 311400 295753 390387 248434 203809 197171 154607 169099 102086 71243.2 58484.5 47935 12035.3 15423 7907.52 threshold=744.3325000000001 0 419.52500000000009 1279.9550000000002 1120.4650000000004 1 323.80000000000007 595.50000000000011 164.55774000000002 593.34250000000009 47.808000000000007 174.80000000000004 2 274.72500000000008 365.16250000000008 49.650000000000006 2022.5000000000002 216.15000000000003 433.55000000000007 226.95300000000003 262.50000000000006 3 33.347500000000004 108.50550000000001 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=1 3 15 4 5 10 8 -8 -7 12 13 -12 14 -1 17 16 -2 19 -19 -3 21 22 -14 -23 right_child=2 9 -4 -5 -6 6 7 -9 -10 -11 11 -13 20 -15 -16 -17 -18 18 -20 -21 -22 23 -24 -25 leaf_value=-0.17729541303142241 0.24189505656560262 -0.041100458678413887 4.5233971405029294 2.9762897510528563 2.3420745281739666 0.31074901353586748 2.4435571059474239 0.034074646734422252 1.046876373580008 1.133732704435076 1.7065246096524325 0.032659994677493448 -0.10421691205196944 0.7415950424396075 0.69370155854102888 1.8543971226765559 1.5267034645080566 0.44772222181955978 -0.14340443474905831 0.24573658094014206 0.35887138652801509 -0.13847260384069229 0.082088513678692757 -0.28157029812152568 leaf_weight=337 21 2708 22 20 22 788 27 31 66 21 22 38 814 26 39 26 20 75 28 73 20 3929 47 39 leaf_count=337 21 2708 22 20 22 788 27 31 66 21 22 38 814 26 39 26 20 75 28 73 20 3929 47 39 internal_value=0 -0.0165111 2.06003 0.353544 0.317494 0.28413 0.413228 1.15573 0.367639 -0.0822468 -0.00388559 0.64641 -0.0856382 -0.11148 -0.0125275 1.25117 0.868631 -0.0221212 0.287028 -0.0335711 -0.129417 -0.131707 -0.0929672 -0.139527 internal_weight=0 9170 89 1377 1357 1335 912 58 854 7793 423 60 7772 363 2923 67 41 2884 103 2781 4849 4829 861 3968 internal_count=9259 9170 89 1377 1357 1335 912 58 854 7793 423 60 7772 363 2923 67 41 2884 103 2781 4849 4829 861 3968 cat_boundaries=0 2 3 6 9 cat_threshold=17310080 150994944 2720 2222981120 335872163 539034128 33574912 2182090752 67899716 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=24 num_cat=10 split_feature=0 5 25 24 0 10 0 10 26 3 25 5 3 24 5 24 0 25 0 24 24 25 25 split_gain=5.29087e+06 2.58166e+06 1.63792e+06 771569 1.0819e+06 1.20946e+06 541492 477588 476938 381160 309874 259104 244746 212029 145816 73293.5 43638.9 33204.4 55782.7 22002.4 15906.9 52108 25024.2 threshold=1165.3425000000004 1341.6425000000002 0 1 352.08500000000004 67.800000000000011 1587.2775000000001 337.50000000000006 2022.5000000000002 817.62000000000012 2 365.16250000000008 451.12500000000006 3 589.71000000000015 4 67.485000000000014 5 282.37500000000006 6 7 8 9 decision_type=2 2 9 1 2 2 2 2 2 2 9 2 2 1 2 1 2 9 2 1 1 9 9 left_child=1 2 3 4 5 8 -2 -7 -1 13 11 12 15 16 -15 -4 -5 18 19 -12 22 -22 -19 right_child=6 -3 10 9 -6 7 -8 -9 -10 -11 17 -13 -14 14 -16 -17 -18 20 -20 -21 21 -23 -24 leaf_value=0.65204797664016645 4.515204560445703 3.3253739564315135 0.062671318291779285 -0.28620435026975777 2.3235754415724013 3.1714936864943728 2.2942024571555 1.0631564580310475 -0.0949983469186685 1.1782044901089235 -0.041766205739127607 0.88920361836751294 0.962512631049523 0.20627236555277376 -0.57375956897735603 -0.051440223817301574 0.1245807533879434 0.049627533041197679 0.44595363235473634 -0.12925076161364193 -0.35763063876859608 -0.14024658100829104 -0.11591852589576794 leaf_weight=189 23 23 843 156 36 21 21 22 156 33 609 33 26 579 25 1647 31 106 20 598 114 3352 593 leaf_count=189 23 23 843 156 36 21 21 22 156 33 609 33 26 579 25 1647 31 106 20 598 114 3352 593 internal_value=0 -0.0207557 -0.0291311 0.306232 0.649901 0.511361 3.45518 2.09281 0.314253 0.12372 -0.0821186 0.00882815 -0.00268382 0.0812918 0.171153 -0.0127622 -0.207035 -0.125049 -0.077218 -0.0865267 -0.138922 -0.148405 -0.0904684 internal_weight=0 9212 9189 1248 424 388 44 43 345 824 7941 2549 2516 791 604 2490 187 5392 1227 1207 4165 3466 699 internal_count=9256 9212 9189 1248 424 388 44 43 345 824 7941 2549 2516 791 604 2490 187 5392 1227 1207 4165 3466 699 cat_boundaries=0 2 3 6 7 8 11 12 13 15 18 cat_threshold=524672 134217728 30 77594624 1409351714 536871440 192 3586 2449489920 2202273856 528708 2206 80 8192 1 32768 133 67108864 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=23 num_cat=8 split_feature=0 5 25 2 10 10 0 0 8 24 25 0 0 2 6 5 24 6 25 25 24 24 split_gain=5.1856e+06 2.5303e+06 1.6055e+06 916874 622915 1.01357e+06 630005 530717 342990 254428 247382 225708 221380 346207 155456 93584.7 55502.8 30742.2 17420.1 11766 19349.8 10013 threshold=1165.3425000000004 1341.6425000000002 0 890.22500000000014 67.800000000000011 156.19125000000003 3.0600000000000005 1587.2775000000001 123.63250000000001 1 2 86.390000000000029 66.112500000000011 147.46662000000001 194.45000000000002 73.160000000000011 3 297.56250000000006 4 5 6 7 decision_type=2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 1 2 9 9 1 1 left_child=1 2 3 4 6 -6 9 -2 -7 -1 12 -8 14 15 16 -14 -4 -16 -12 20 -20 -21 right_child=7 -3 10 -5 5 8 11 -9 -10 -11 18 -13 13 -15 17 -17 -18 -19 19 21 -22 -23 leaf_value=0.24029971660481822 4.4700525301435725 3.2921200130296793 0.031738508896564877 1.7660216856002808 2.9679303398132322 0.13108003936401785 1.5881271400054298 2.2712603773389541 1.3595809591900219 -0.061291068877089086 -0.24700595385407748 0.55606505241183291 0.061645042289643598 1.3116497834386496 0.76542064575921931 0.78503931903839119 -0.076774372235097879 0.29681972458249045 -0.15549590384418316 -0.073786975246785722 -0.045843926316011932 -0.13858464755595779 leaf_weight=495 23 23 625 40 20 73 24 21 33 623 136 181 169 29 21 20 1884 42 254 344 491 3685 leaf_count=495 23 23 625 40 20 73 24 21 33 623 136 181 169 29 21 20 1884 42 254 344 491 3685 internal_value=0 -0.020556 -0.0288476 0.270681 0.23127 0.903124 0.167284 3.42063 0.513538 0.0738409 -0.0870081 0.676892 -0.0116285 0.294297 -0.0376036 0.138195 -0.049923 0.45302 -0.12973 -0.12588 -0.084793 -0.133249 internal_weight=0 9212 9189 1489 1449 126 1323 44 106 1118 7700 205 2790 218 2572 189 2509 63 4910 4774 745 4029 internal_count=9256 9212 9189 1489 1449 126 1323 44 106 1118 7700 205 2790 218 2572 189 2509 63 4910 4774 745 4029 cat_boundaries=0 2 3 6 7 9 12 13 14 cat_threshold=8913280 134217728 539 2216689664 1459683362 536871696 2562 8192 1 302006272 2151942208 528452 788 64 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=30 num_cat=10 split_feature=0 25 1 4 24 0 10 0 10 26 2 20 25 8 1 1 8 11 24 25 0 24 25 26 25 25 24 0 1 split_gain=5.08243e+06 2.1159e+06 1.69228e+06 1.61471e+06 770246 1.1753e+06 1.21753e+06 876154 494732 491088 465705 399941 299145 362367 312476 187047 178149 162951 61812.3 32421 54656.1 21545.5 19964.3 33567.7 17054.9 12700.9 9806.35 7177.76 4447.04 threshold=1165.3425000000004 0 96.71250000000002 1265.0725000000002 1 293.81250000000006 67.800000000000011 561.34500000000014 337.50000000000006 2022.5000000000002 890.22500000000014 175.92500000000004 2 226.95300000000003 453.00000000000006 802.66250000000002 331.12500000000006 360.14500000000004 3 4 282.37500000000006 5 6 2022.5000000000002 7 8 9 153.20400000000004 1.0000000180025095e-35 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 1 9 2 1 9 2 9 9 1 2 2 left_child=1 3 -2 4 5 6 9 -7 -8 -1 11 15 13 14 17 -6 -15 18 -3 20 21 24 23 -21 -14 -23 28 -28 -24 right_child=2 12 -4 -5 10 7 8 -9 -10 -11 -12 -13 19 16 -16 -17 -18 -19 -20 22 -22 25 26 -25 -26 -27 27 -29 -30 leaf_value=0.64290089975589171 1.5961504071950914 0.027280806472156846 5.53474948310852 3.0462271534312855 0.072380811832348513 3.7804818189144136 3.2443908119201659 0.82049187088012698 1.0712724833054976 -0.11920640357958724 1.3734743776814691 1.4792854480743409 0.046244461564456711 1.2857901973109092 0.94062145457548252 -0.90750389194488523 0.26427661393818103 0.83207993254065515 -0.07478727513158806 -0.12144099347731648 0.44201168537139895 -0.16317077586272499 -0.061968116752877098 -0.43339947945731028 -0.072146394307317299 -0.05719447169368623 -0.13654388948657015 -0.3265034532546997 -0.17293713581271289 leaf_weight=189 24 1012 20 22 750 20 20 20 22 153 29 20 160 31 34 20 38 22 1416 68 20 387 303 70 449 211 3665 20 41 leaf_count=189 24 1012 20 22 750 20 20 20 22 153 29 20 160 31 34 20 38 22 1416 68 20 387 303 70 449 211 3665 20 41 internal_value=0 -0.0203562 3.38642 0.357893 0.313191 0.65379 0.499285 2.30049 2.10609 0.301958 0.127324 0.0831914 -0.0809143 0.00835865 -0.0114649 0.0469293 0.723217 -0.0246775 -0.0324406 -0.123105 -0.0758546 -0.0850641 -0.136803 -0.260783 -0.0407975 -0.127334 -0.131921 -0.137203 -0.0730699 internal_weight=0 9212 44 1265 1243 424 384 40 42 342 819 790 7947 2553 2484 770 69 2450 2428 5394 1227 1207 4167 138 609 598 4029 3685 344 internal_count=9256 9212 44 1265 1243 424 384 40 42 342 819 790 7947 2553 2484 770 69 2450 2428 5394 1227 1207 4167 138 609 598 4029 3685 344 cat_boundaries=0 2 3 6 7 10 11 13 15 18 19 cat_threshold=524672 134217728 30 77594624 1409351714 536871440 1858 2449489920 2202273856 528708 2206 8192 1 268435456 16777280 2449473536 20971584 4096 64 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=2.89154e+06 1.57099e+06 1.06686e+06 827579 736779 719098 816883 459417 402661 363381 303737 180192 1.01601e+06 156976 85292.6 81088.3 20428.9 threshold=1183.6900000000003 437.62500000000006 1279.9550000000002 508.59600000000006 67.485000000000014 451.12500000000006 308.62500000000006 1374.9750000000004 1058.7500000000002 0 66.112500000000011 1 32.21126000000001 362.12500000000006 74.355000000000004 1530.8125000000002 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 14 12 -1 -13 16 -2 -5 right_child=15 3 -4 7 5 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 leaf_value=0.026760525506177392 3.1289593944549563 2.3936452287616152 2.2743901481628419 -0.06394900276547387 0.58574839154593383 2.1616471944536482 2.1909054946899413 1.8732900768777601 1.358706027984619 -0.039394440391436726 1.114246938151698 -0.078823357381234471 2.3128612437248233 0.5740676808357239 -0.61304459412892665 2.2284688041210177 0.36744659797005036 leaf_weight=695 20 33 20 21 129 21 21 23 20 284 31 7817 20 37 21 20 23 leaf_count=695 20 33 20 21 129 21 21 23 20 284 31 7817 20 37 21 20 23 internal_value=0 -0.0157673 -0.0326747 0.992448 -0.0377765 0.354375 0.266926 0.60388 -0.0585507 0.169097 0.299751 -0.0618585 0.0894563 -0.0756513 -0.0887014 2.67871 0.161553 internal_weight=0 9216 9064 152 9044 455 434 119 8589 413 96 8569 715 7854 65 40 44 internal_count=9256 9216 9064 152 9044 455 434 119 8589 413 96 8569 715 7854 65 40 44 cat_boundaries=0 1 2 cat_threshold=537 2 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=35 num_cat=3 split_feature=25 2 1 3 5 10 10 1 2 25 12 3 1 4 2 26 7 5 9 25 5 10 14 14 2 22 10 2 5 2 5 10 1 1 split_gain=3.12037e+06 2.5851e+06 2.55416e+06 2.72942e+06 1.54861e+06 521609 932476 411100 400397 339756 626593 413730 336535 415621 271628 247244 244585 101934 90162.9 81123.4 73589 72751.8 58802.4 54384.9 50862.5 41654.9 39311 41604.4 19061.6 6628.31 6057.24 4478.94 4314.81 5511.44 threshold=0 352.38000000000005 330.61600000000004 244.35500000000002 1053.6800000000001 67.800000000000011 160.31250000000003 73.320000000000007 532.72500000000014 1 362.12500000000006 451.12500000000006 134.19600000000003 66.112500000000011 1071.6575 2022.5000000000002 302.43750000000006 13.037000000000001 64.050000000000011 2 251.25000000000003 331.12500000000006 1.1200000000000003 75.840000000000018 453.00000000000006 95.797500000000014 119.77250000000002 235.50000000000003 410.11250000000001 164.55774000000002 165.55000000000004 337.50000000000006 122.05750000000002 61.550000000000004 decision_type=9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 8 -4 5 7 -7 15 -3 10 11 21 -9 -14 -10 17 18 -1 -8 20 25 23 -17 24 -2 26 27 -11 -22 30 32 -28 33 -21 right_child=9 2 3 -5 -6 6 16 12 14 19 -12 -13 13 -15 -16 22 -18 -19 -20 29 28 -23 -24 -25 -26 -27 31 -29 -30 -31 -32 -33 -34 -35 leaf_value=0.31064750524580054 0.011510579705107247 1.9797764708779075 1.3230239011645319 6.5474098885059355 3.0101394035702662 2.8919266681671143 0.43560309858883128 1.8785892763591949 -0.1356817846828037 -0.055588606094088 1.8206285679936409 1.3692025549515436 0.11920377453671226 1.5189462688051421 1.2953979165213449 -0.039402712168537572 1.4087678411006928 -0.2586786253312055 -0.39778297764914378 -0.12980751658697062 0.57282199133010137 0.61627260589599608 -0.45540946759675677 -0.36944514712771859 0.5074251674470448 0.37834942953927175 -0.25010851814196661 -0.37334377016339987 0.14145470428466797 -0.2940295280456543 -0.30433469867706303 -0.42619950485229496 -0.24378725803259649 0.032605656215122771 leaf_weight=419 1364 22 20 20 21 20 34 21 36 2178 20 23 79 29 21 321 20 34 21 4142 21 20 38 37 21 21 52 42 20 25 20 20 33 21 leaf_count=419 1364 22 20 20 21 20 34 21 36 2178 20 23 79 29 21 321 20 34 21 4142 21 20 38 37 21 21 52 42 20 25 20 20 33 21 internal_value=0 0.474954 1.87632 3.93522 0.321678 0.267182 0.973378 0.195887 0.833847 -0.074292 0.0621516 0.0385693 0.720286 0.495061 0.391558 0.112577 0.461766 0.267917 0.117401 -0.105063 -0.057309 0.0173456 -0.0834369 0.00892186 0.0190299 -0.0649964 -0.0690585 -0.0616002 0.362399 -0.131372 -0.130719 -0.299023 -0.129891 -0.128988 internal_weight=0 1176 119 40 1057 1036 95 941 79 8080 1485 1465 129 108 57 812 75 453 55 6595 2354 1442 359 1422 1385 2313 2292 2220 41 4241 4216 72 4196 4163 internal_count=9256 1176 119 40 1057 1036 95 941 79 8080 1485 1465 129 108 57 812 75 453 55 6595 2354 1442 359 1422 1385 2313 2292 2220 41 4241 4216 72 4196 4163 cat_boundaries=0 1 4 7 cat_threshold=524672 77594624 201392160 16 2415943680 3540256834 537400068 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=19 num_cat=1 split_feature=1 3 10 5 4 1 2 1 4 0 24 0 19 18 0 1 1 1 split_gain=2.541e+06 2.49599e+06 1.63467e+06 1.00215e+06 941138 775930 740268 738316 846303 409342 748944 799400 306457 210084 174529 87287.4 57637.5 14861 threshold=299.69250000000005 438.33250000000004 1211.5375000000001 67.800000000000011 1205.5225000000003 1318.45 1013.1050000000001 802.66250000000002 73.320000000000007 240.75000000000003 0 806.46500000000003 362.77500000000003 458.71125000000006 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 4 -3 6 7 9 8 15 12 14 -12 13 -1 -11 -2 -17 -9 right_child=1 3 -4 -5 -6 -7 -8 17 -10 10 11 -13 -14 -15 -16 16 -18 -19 leaf_value=-0.052579459257274891 -0.17745326134466358 4.8691466331481932 2.7671080137434463 1.7034755351543427 2.1407007131576536 2.3015687764209249 1.6539444116445687 -1.0272133226394653 2.0698176922517666 -0.011162663177705147 0.55682781992135222 2.6481957851756706 1.0815095949172975 0.90441120873326841 -0.89132832335703305 0.86993179818858268 0.28505079572162934 -0.64633012862432571 leaf_weight=8676 31 20 21 20 20 23 26 20 34 71 108 22 24 23 33 23 63 21 leaf_count=8676 31 20 21 20 20 23 26 20 34 71 108 22 24 23 33 23 63 21 internal_value=0 0.992591 -0.0196481 3.28631 -0.0261484 0.565852 -0.0309727 0.357928 0.681056 -0.0358636 0.376886 0.845698 -0.0469359 -0.0500492 -0.264968 0.277484 0.441472 -0.832127 internal_weight=0 255 9024 40 9003 215 8983 192 151 8957 234 130 8723 8699 104 117 86 41 internal_count=9279 255 9024 40 9003 215 8983 192 151 8957 234 130 8723 8699 104 117 86 41 cat_boundaries=0 1 cat_threshold=728 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=34 num_cat=6 split_feature=25 1 4 7 1 24 10 11 2 25 1 3 1 3 0 19 2 0 12 2 24 25 2 5 0 4 1 4 25 2 11 0 0 split_gain=3.3075e+06 2.61848e+06 1.25239e+06 2.22052e+06 1.15606e+06 536422 691508 783587 580728 347168 295412 447795 402895 246878 245885 226419 219634 214600 209322 207387 120154 171529 99778.5 93012.8 52312.4 45724.7 34117.3 21706.7 16625.9 16445.7 14183.6 3562.17 4632.27 threshold=0 1236.1260000000004 457.74500000000006 328.74048000000005 259.87500000000006 1 67.800000000000011 40.213800000000006 497.97750000000002 2 96.71250000000002 221.27241000000004 120.37500000000001 346.12500000000006 561.34500000000014 223.98000000000002 164.55774000000002 483.75000000000006 13.037000000000001 470.16250000000008 3 4 515.86500000000012 123.63250000000001 299.69250000000005 866.75000000000011 166.40250000000003 303.37500000000006 5 177.05000000000004 6.7650000000000006 81.600000000000009 35.294070000000012 decision_type=9 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 5 4 25 6 16 -8 13 10 14 12 -12 17 15 20 18 -7 -1 -18 21 -2 -22 26 27 -4 -14 28 29 30 -11 32 -30 right_child=9 -3 3 -5 -6 8 7 -9 -10 24 11 -13 23 -15 -16 -17 19 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 31 -31 -32 -33 -34 leaf_value=0.42841589667226954 -0.040595327272071498 3.6366877717238211 0.011595207214355471 4.5181670799255373 2.5274341921372847 -0.00020555236429538369 2.744973342500884 0.24221748525446113 1.4027015781402588 -0.075109863366714158 1.5383633607909792 1.8102287750244141 0.30505087412320653 0.80846676773495152 1.0474208328940653 1.0459346797466278 1.6961676854353684 -0.97220376888910931 -0.52953955173492429 0.42055335998535159 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3645 internal_count=9279 1210 1184 82 62 1102 586 51 516 8069 2911 204 184 484 2707 2685 535 448 484 51 2665 902 1763 163 5158 40 143 5138 5118 1451 1415 3667 3645 cat_boundaries=0 1 2 5 6 9 12 cat_threshold=532736 95 346030208 2365915299 536871440 1554 268435584 327840 536870928 2197815296 315623488 70095172 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 0 19 12 7 24 0 7 24 25 25 4 4 0 4 6 1 25 11 0 split_gain=3.24166e+06 2.56637e+06 1.22746e+06 2.17633e+06 1.13305e+06 525747 677747 767994 340556 313964 424781 433003 309978 265981 221701 179377 167438 167386 157109 142628 101514 222801 86690.1 82336.5 72258.8 51472.2 44814.8 44119.1 43020.1 15556 15182.4 2842.56 threshold=0 1236.1260000000004 457.74500000000006 328.74048000000005 259.87500000000006 1 67.800000000000011 40.213800000000006 2 96.71250000000002 221.27241000000004 122.05750000000002 247.25750000000002 561.34500000000014 223.98000000000002 13.037000000000001 37.14500000000001 3 123.63250000000001 441.88278000000008 4 5 6 66.112500000000011 307.15000000000003 336.94125000000003 866.75000000000011 288.59250000000003 166.40250000000003 7 6.7650000000000006 93.325000000000017 decision_type=9 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 1 2 2 1 9 9 2 2 2 2 2 2 9 2 2 left_child=1 2 5 4 26 6 15 -8 9 13 11 -11 17 14 20 16 -1 18 -7 -19 21 -2 -22 28 25 27 -4 29 -13 30 -10 -31 right_child=8 -3 3 -5 -6 12 7 -9 24 10 -12 23 -14 -15 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 leaf_value=0.44458290927871102 0.4747529124425463 3.600320869225722 0.011479260206222535 4.472985164642334 2.5021598954634237 0.19917035162448884 2.7175236682234138 0.23979532588611949 -0.080850132623327839 1.6394620188474656 1.7921264190673827 0.39367648079281764 1.1202517182486398 1.1167815199352447 1.0354753129482268 -0.32264404165333715 1.283963836669922 -0.031318526886686494 1.152211536884308 -0.83095548152923582 -0.28361458577927512 -0.0023704263584761972 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535 506 488 148 340 2537 632 1905 156 5295 5273 40 5253 132 5232 1442 3790 cat_boundaries=0 1 2 5 6 7 9 11 14 cat_threshold=532736 95 343933056 2365915299 536871440 3072 1042 8388608 150994945 128 2164260865 2197815296 315623488 70095172 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=30 num_cat=6 split_feature=25 1 10 2 24 1 2 5 0 25 1 1 0 0 0 0 19 24 25 2 0 1 6 1 25 2 2 11 1 split_gain=3.17712e+06 2.5153e+06 899949 802208 569449 798746 548649 402141 345955 333806 307707 300761 281713 260685 229408 429523 217286 99742.9 166534 97259 49972.7 45594.1 42787.2 34817.8 18052.3 16491 21671.3 3727.42 1568.31 threshold=0 1236.1260000000004 1183.6900000000003 1071.6575 1 42.190000000000005 326.66250000000008 437.62500000000006 462.80000000000007 2 96.71250000000002 120.37500000000001 287.36250000000007 561.34500000000014 96.632500000000022 254.41050000000004 223.98000000000002 3 4 515.86500000000012 336.94125000000003 497.97750000000002 288.59250000000003 346.12500000000006 5 177.05000000000004 108.69300000000001 35.001570000000008 68.280000000000015 decision_type=9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 2 1 9 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 7 12 -7 8 -1 10 13 -12 -6 16 21 -16 17 18 -2 -19 22 23 24 -13 25 26 -11 28 -26 right_child=9 -3 -4 -5 5 6 -8 -9 -10 20 11 14 -14 -15 15 -17 -18 19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 leaf_value=0.66058873969989707 0.40733627877584322 3.5643176375902619 2.5232766742706296 2.1931835174560548 -0.056640986971598604 0.54700197882356894 2.1336847467775697 2.0411501293182375 -0.6308550089055841 -0.084181430753426753 1.5690550361573696 0.06958647588404214 0.68856075968061181 1.1056136939639136 1.9311057317824591 -0.091440516662384785 1.0251205630302429 -0.075334160268486813 0.0095376110455346486 0.57944953337959626 0.38828050231933597 -0.28607020718710763 0.33795621690295991 0.50263956069946292 -0.12879693048594074 -0.2927980474523596 0.20165463977389866 -0.025934413803948297 -0.057365691277288626 leaf_weight=363 113 26 20 24 539 113 27 20 22 1507 20 82 56 21 21 21 20 1655 746 23 20 28 21 24 3616 37 27 36 31 leaf_count=363 113 26 20 24 539 113 27 20 22 1507 20 82 56 21 21 21 20 1655 746 23 20 28 21 24 3616 37 27 36 31 internal_value=0 0.483576 0.420009 0.38387 0.345779 0.171075 0.853005 0.642742 0.586792 -0.0639155 0.0249483 0.407008 0.0134956 -0.00400217 0.274957 0.919833 -0.0131152 -0.0212999 0.0659526 -0.0659661 -0.11043 0.0728319 -0.11253 0.167636 -0.11433 -0.0836498 -0.0791504 -0.126846 -0.12819 internal_weight=0 1210 1184 1164 1140 735 140 405 385 8069 2774 196 595 2578 176 42 2557 2537 859 1678 5295 134 5275 106 5254 1571 1534 3683 3647 internal_count=9279 1210 1184 1164 1140 735 140 405 385 8069 2774 196 595 2578 176 42 2557 2537 859 1678 5295 134 5275 106 5254 1571 1534 3683 3647 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532736 75 343933056 2365915299 536871440 1554 8388608 16777217 2197835776 315623488 70095168 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=31 num_cat=5 split_feature=25 1 10 2 13 13 24 2 25 1 3 1 5 0 19 24 6 2 5 0 13 1 25 11 2 2 1 5 7 11 split_gain=3.11384e+06 2.46525e+06 882040 786244 694211 720089 477082 444689 327304 277697 429592 381164 232525 231033 213129 114122 165962 96037.7 89820.9 49725.5 46605.9 32683 19580.3 16696.8 13789.1 21211.6 3152.26 2518.44 2022.11 333.549 threshold=0 1236.1260000000004 1183.6900000000003 1071.6575 114.60000000000002 575.22000000000014 1 303.37500000000006 2 96.71250000000002 221.27241000000004 120.37500000000001 134.70000000000002 561.34500000000014 223.98000000000002 3 256.61250000000007 515.86500000000012 123.63250000000001 299.69250000000005 319.12500000000006 166.40250000000003 4 3.2731455000000005 177.05000000000004 108.69300000000001 68.280000000000015 51.475000000000009 33.63000000000001 190.42000000000004 decision_type=9 2 2 2 2 2 1 2 9 2 2 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 6 20 12 -8 9 13 11 -11 -1 14 15 16 -2 -17 21 22 -6 -13 23 24 25 -10 27 28 -24 -25 right_child=8 -3 -4 -5 5 -7 7 -9 19 10 -12 18 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 26 29 -26 -27 -28 -29 -30 -31 leaf_value=0.58316199154614323 0.048144753673082061 3.5286744704613318 2.4980439743995668 2.1712517547607422 1.7693771868485673 0.014547133786337716 0.0032010092813746366 1.0168294752405045 -0.074759791230569639 1.494127496878306 1.7692812442779542 0.29563638980572043 -0.27531696039087633 1.0153781058571556 1.0148693599700929 -0.076786725424315735 0.89100399017333987 0.57365504762400754 0.69041912269592287 0.38636843681335448 2.4114698076248171 -0.096330717542232616 -0.12917341554663436 -0.22217839993928606 -0.27359208106994631 0.23140536391216779 -0.026195484284431702 -0.041814121639027313 -0.06382473389307658 -0.26920980987548826 leaf_weight=438 878 26 20 24 26 28 547 47 1402 21 20 26 34 22 20 1740 24 23 20 20 20 117 3503 38 34 23 31 34 48 25 leaf_count=438 878 26 20 24 26 28 547 47 1402 21 20 26 34 22 20 1740 24 23 20 20 20 117 3503 38 34 23 31 34 48 25 internal_value=0 0.47874 0.415809 0.380032 0.342322 1.27893 0.277304 0.0820231 -0.0632712 0.0215209 0.377385 0.226092 0.510507 -0.00521756 -0.01358 -0.0212982 0.0697974 -0.0679159 0.0627254 -0.111074 2.04855 -0.025064 -0.113227 -0.0809178 -0.0745669 -0.0698182 -0.126253 -0.12747 -0.12829 -0.240842 internal_weight=0 1210 1184 1164 1140 74 1066 594 8069 2911 204 184 472 2707 2685 2665 902 1763 163 5158 46 143 5138 1522 1459 1425 3616 3585 3551 63 internal_count=9279 1210 1184 1164 1140 74 1066 594 8069 2911 204 184 472 2707 2685 2665 902 1763 163 5158 46 143 5138 1522 1459 1425 3616 3585 3551 63 cat_boundaries=0 1 2 5 6 9 cat_threshold=532736 107 346030208 2365915299 536871440 1554 2197819392 315623488 70095168 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=4.09406e+06 3.50692e+06 2.38808e+06 1.38894e+06 1.0645e+06 792882 900324 368273 356510 171507 165879 158716 140279 113984 181329 88765 42390 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 1 375.58250000000004 308.62500000000006 542.10250000000008 3.0600000000000005 157.58975000000007 328.74048000000005 362.12500000000006 2022.5000000000002 232.70000000000002 2 53.520000000000003 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=0.39889894855079472 0.65719552812905146 6.1003028130009778 3.4324400825500487 -0.053556443347054949 2.4919493479955763 -0.045384632344351597 2.1088966151646202 1.0213024320100483 1.2532869992256164 0.31362388382787293 1.0940805859719553 1.2703391968120228 0.65708960084915169 -0.11273479850203902 0.12429635478001014 -0.1233285395358286 0.40135021650791169 leaf_weight=418 29 20 20 3280 21 767 35 38 20 161 31 22 25 81 51 4264 20 leaf_count=418 29 20 20 3280 21 767 35 38 20 161 31 22 25 81 51 4264 20 internal_value=0 2.87887 -0.0193097 -0.0267858 0.254975 0.224144 0.553605 0.0558329 -0.0800132 0.0169003 -0.0835563 0.442471 -0.0907491 0.21394 0.490922 -0.0932273 -0.0109358 internal_weight=0 49 9254 9234 1462 1441 475 966 7772 928 7752 440 7569 183 82 7544 101 internal_count=9303 49 9254 9234 1462 1441 475 966 7772 928 7752 440 7569 183 82 7544 101 cat_boundaries=0 2 3 6 cat_threshold=17309952 2298478593 29 379654144 1181030496 605590356 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=31 num_cat=6 split_feature=0 2 25 7 7 4 0 2 3 0 24 11 8 18 10 25 0 24 4 0 24 25 26 0 14 11 6 6 4 0 split_gain=4.01259e+06 3.43713e+06 1.76054e+06 1.32341e+06 2.76201e+06 2.34777e+06 898010 613186 457584 419268 375640 242489 223925 219778 204644 179575 191362 271347 91840.7 91108.3 62274.3 108119 52562.7 50818.9 42365.4 35061.5 24506.7 26948.7 17003 15095.6 threshold=1165.3425000000004 68.280000000000015 0 323.80000000000007 664.68750000000011 129.39000000000001 173.94850000000002 326.66250000000008 593.34250000000009 299.69250000000005 1 32.21126000000001 21.101500000000005 73.96250000000002 174.37500000000003 2 28.484500000000004 3 404.82250000000005 223.66250000000002 4 5 2022.5000000000002 398.62500000000006 75.840000000000018 460.42500000000007 97.950000000000017 153.20400000000004 220.87500000000003 135.40500000000003 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 9 2 1 2 2 1 9 2 2 2 2 2 2 2 2 left_child=2 -2 3 6 5 -5 10 9 15 -8 11 14 -6 18 -1 16 20 23 -12 -19 21 -4 -11 -18 -22 -13 28 -28 29 -17 right_child=1 -3 8 4 12 -7 7 -9 -10 22 13 25 -14 -15 -16 26 17 19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.3465771261290832 0.65062359579678242 6.0392998766899106 0.24782529968241748 1.1322274732589721 -0.63319751247282952 5.7106761877877377 1.6528663490558493 2.2005600184202194 1.4362862582206726 0.51492854319120707 -0.069282277709337786 -0.64356194972991942 0.65341138521830244 0.85228885087966921 1.3801619296073915 -0.11809216943443136 -0.012117473391386181 0.35289031749186306 -0.5811024675871197 0.8957847050258092 -0.055499742900223553 -0.054377516357680601 -0.0013315693925066694 -0.55143105279831661 -0.29702403030395508 -0.076643268585205079 0.37519136065528508 -0.080426956064560837 0.1722081356048584 -0.28780302065723345 leaf_weight=454 29 20 181 24 31 21 29 32 20 38 453 24 24 25 20 4725 104 69 38 56 2294 307 41 21 75 20 21 34 20 53 leaf_count=454 29 20 181 24 31 21 29 32 20 38 453 24 24 25 20 4725 104 69 38 56 2294 307 41 21 75 20 21 34 20 53 internal_value=0 2.85008 -0.0191185 0.32463 1.4315 3.26884 0.233113 0.984741 -0.0743114 0.624498 0.131346 0.318127 -0.0717682 -0.0611398 0.390188 -0.0782002 -0.0185509 0.246692 -0.108894 0.551951 -0.0418258 0.0604357 0.246996 -0.0951131 -0.0628807 -0.385872 -0.116112 0.0935364 -0.118757 -0.119975 internal_weight=0 49 9254 1274 100 45 1174 140 7980 108 1034 518 55 516 474 7960 3107 250 491 125 2857 488 79 125 2369 44 4853 55 4798 4778 internal_count=9303 49 9254 1274 100 45 1174 140 7980 108 1034 518 55 516 474 7960 3107 250 491 125 2857 488 79 125 2369 44 4853 55 4798 4778 cat_boundaries=0 2 3 6 7 8 11 cat_threshold=17309952 16777216 1117 2256535552 3726966817 537400084 2530 18 67108864 134479873 536870912 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=20 num_cat=3 split_feature=0 2 5 25 10 0 0 1 3 4 4 0 0 1 25 8 0 4 25 split_gain=3.93273e+06 3.36873e+06 2.32054e+06 1.33312e+06 1.04043e+06 658024 431599 405629 342719 252029 237625 185529 159943 347407 102295 66924.3 27531 15649.3 10746.3 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 172.12500000000003 486.41000000000003 259.87500000000006 542.10250000000008 503.46500000000009 123.63250000000001 744.3325000000001 157.58975000000007 55.656960000000005 1 226.95300000000003 352.08500000000004 1013.1050000000001 2 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 9 left_child=2 -2 3 4 5 9 7 -7 12 10 -1 -8 14 16 15 -5 -14 -11 -16 right_child=1 -3 -4 8 -6 6 11 -9 -10 17 -12 -13 13 -15 18 -17 -18 -19 -20 leaf_value=0.13725297304380388 0.64411734794748243 5.9789068779945378 3.3836647453308104 -0.047421737099146516 2.4612624672480994 0.81748905923631454 -0.24778583860397341 2.2182361030578615 1.2288157057762146 -0.33911161225417569 0.74572480454164392 0.7828952014061713 -0.10523400873553997 1.0757141069463783 -0.086360294029657669 0.27979828745126722 0.18708278417587282 -0.66763284518800936 -0.1256180958419307 leaf_weight=1143 29 20 20 2673 21 72 40 29 20 29 68 31 98 37 1133 64 48 29 3699 leaf_count=1143 29 20 20 2673 21 72 40 29 20 29 68 31 98 37 1133 64 48 29 3699 internal_value=0 2.82158 -0.0189252 -0.0262949 0.249746 0.219251 0.799688 1.21968 -0.0784418 0.140578 0.17142 0.20223 -0.0819156 0.21021 -0.0889785 -0.0396255 -0.00912986 -0.503372 -0.11661 internal_weight=0 49 9254 9234 1462 1441 172 101 7772 1269 1211 71 7752 183 7569 2737 146 58 4832 internal_count=9303 49 9254 9234 1462 1441 172 101 7772 1269 1211 71 7752 183 7569 2737 146 58 4832 cat_boundaries=0 2 5 8 cat_threshold=17309952 2298478593 379654144 1181024352 537395988 16416 269490178 70357056 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=18 num_cat=4 split_feature=0 2 5 25 10 24 0 1 18 3 0 0 1 25 11 0 25 split_gain=3.85448e+06 3.30169e+06 2.27436e+06 1.30662e+06 1.01972e+06 770715 874937 419718 337997 335900 216095 156763 340493 100271 64667.4 26983.1 10946.8 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 1 375.58250000000004 438.04750000000007 619.41500000000008 542.10250000000008 172.12500000000003 157.58975000000007 55.656960000000005 2 217.89500000000004 352.08500000000004 3 decision_type=2 2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 9 left_child=2 -2 3 4 5 6 7 -1 10 11 -7 13 15 14 -5 -13 -15 right_child=1 -3 -4 9 -6 8 -8 -9 -10 -11 -12 12 -14 16 -16 -17 -18 leaf_value=0.3564209357342088 0.63767622569511684 5.9191177595853812 3.3498280982971194 -0.045866833497219796 2.4366497912861051 -0.032892445391919239 2.0749887539999827 1.6905907684326174 1.2770352745056153 1.2165275826454163 0.43142726689054256 -0.10418166592413065 1.0649569410891147 -0.084741508506145827 0.32444193825125694 0.18521197140216827 -0.12441849630635973 leaf_weight=415 29 20 20 2689 21 830 35 25 22 20 114 98 37 1116 48 48 3716 leaf_count=415 29 20 20 2689 21 830 35 25 22 20 114 98 37 1116 48 48 3716 internal_value=0 2.79337 -0.0187382 -0.0260342 0.247249 0.217058 0.541864 0.432226 0.0512057 -0.0776601 0.0231801 -0.0810992 0.208108 -0.0880916 -0.0392292 -0.00903855 -0.115449 internal_weight=0 49 9254 9234 1462 1441 475 440 966 7772 944 7752 183 7569 2737 146 4832 internal_count=9303 49 9254 9234 1462 1441 475 440 966 7772 944 7752 183 7569 2737 146 4832 cat_boundaries=0 2 3 6 9 cat_threshold=17309952 2298478593 29 379654144 1181024352 537395988 16416 269490178 68259904 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=3.77778e+06 3.23599e+06 2.22911e+06 1.28064e+06 999430 755378 857526 411366 355161 329217 153661 153647 333717 136558 82140.7 26446.2 threshold=1165.3425000000004 68.280000000000015 1435.0600000000002 0 1058.7500000000002 1 375.58250000000004 438.04750000000007 308.62500000000006 542.10250000000008 3.0600000000000005 157.58975000000007 55.656960000000005 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=0.35285672976022747 0.63129944357378731 5.8599265551567079 3.3163296623229979 -0.051496924779675109 2.4122833086763111 -0.046537882311869477 2.0542388019561768 1.6736848838806153 0.99877711346274922 1.2043622908592224 0.29327956081177137 -0.10313985260165467 1.054307381526844 0.65064093103408804 -0.11861473342447351 0.183359832962354 leaf_weight=415 29 20 20 3280 21 767 35 25 38 20 161 98 37 25 4264 48 leaf_count=415 29 20 20 3280 21 767 35 25 38 20 161 98 37 25 4264 48 internal_value=0 2.76543 -0.0185531 -0.0257762 0.244776 0.214888 0.536445 0.427904 0.0506936 -0.0768862 0.0124175 -0.0802909 0.206027 -0.0872134 -0.0896586 -0.00894818 internal_weight=0 49 9254 9234 1462 1441 475 440 966 7772 928 7752 183 7569 7544 146 internal_count=9303 49 9254 9234 1462 1441 475 440 966 7772 928 7752 183 7569 7544 146 cat_boundaries=0 2 3 6 cat_threshold=17309952 2298478593 29 379654144 1181030496 605590356 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=32 num_cat=8 split_feature=25 4 0 18 2 24 25 0 1 24 14 2 0 3 18 3 5 0 2 3 2 25 24 25 26 24 0 5 5 0 26 split_gain=2.66784e+06 1.84355e+06 1.09242e+06 810922 342073 289704 250458 300806 747040 224600 205658 170761 74438.2 72405.6 67268.6 63016.1 54309.9 56591.4 45148.8 73296.9 38028.9 30800.7 95494.6 29612 25307.4 19025.8 13229.8 9839.4 2854.41 1451.3 112.63 threshold=0 1265.0725000000002 1219.7885000000003 619.41500000000008 1120.4650000000004 1 2 73.320000000000007 232.70000000000002 3 451.12500000000006 174.37500000000003 258.76500000000004 10.775250000000002 235.35000000000005 25.129500000000004 244.35500000000002 425.10000000000002 172.12500000000003 309.90000000000003 444.37800000000004 4 5 6 2022.5000000000002 7 164.55774000000002 37.14500000000001 362.12500000000006 217.52000000000004 2022.5000000000002 decision_type=9 2 2 2 2 1 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 9 2 1 2 2 2 2 2 left_child=1 2 3 4 5 11 7 9 12 13 -7 -1 26 27 16 21 17 20 19 -17 23 22 -11 -8 -14 -23 -9 30 -18 -28 -2 right_child=6 -3 -4 -5 -6 10 14 8 -10 15 -12 -13 24 -15 -16 18 28 -19 -20 -21 -22 25 -24 -25 -26 -27 29 -29 -30 -31 -32 leaf_value=-0.2122147343751323 0.31365281617199936 3.1595376380284628 2.2171489837092739 2.314757989883423 1.4933076958034348 0.30818652344377417 -0.053116159568456757 0.23903035525617927 2.2654112052917479 0.18972078900588188 1.1486272551218668 0.5727467068758878 -0.3203033805847168 -0.24937609910964967 0.47800437831878662 0.31578920617395517 0.33871991968154908 -0.63634082698822025 0.60324330520629887 -0.29954672574996949 0.33180127239227297 -0.055142020647985901 -0.1157140649807681 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204 cat_boundaries=0 1 2 5 6 8 9 12 13 cat_threshold=17310080 384 8388608 2634285089 16 1040 0 335806496 2082 2214662144 1073741954 66052 780 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=36 num_cat=10 split_feature=25 4 2 1 1 1 12 24 3 4 1 25 24 1 26 25 1 18 5 24 3 8 25 4 8 1 8 26 1 25 24 2 3 25 4 split_gain=2.6148e+06 1.80686e+06 1.00418e+06 818049 509347 793041 734452 647607 414227 386421 381970 245450 275425 566305 199000 118192 77976.9 65930.6 65761.4 60008.1 182458 59239.5 59225.8 55957 53368.5 49042 40476.9 31022 24389.8 32033.1 55400.7 23555.8 16806.5 15034.9 12727.9 threshold=0 1265.0725000000002 437.62500000000006 330.61600000000004 665.43750000000011 31.849500000000003 177.35000000000002 1 346.12500000000006 10.942500000000003 462.80000000000007 2 3 309.90000000000003 2022.5000000000002 4 1058.7500000000002 235.35000000000005 37.14500000000001 5 172.12500000000003 226.95300000000003 6 119.02250000000002 217.52000000000004 58.875000000000007 345.49500000000006 2022.5000000000002 403.91250000000008 7 8 206.55000000000004 10.775250000000002 9 107.39000000000001 decision_type=9 2 2 2 2 2 2 1 2 2 2 9 1 2 2 9 2 2 2 1 2 2 9 2 2 2 2 2 2 9 1 2 2 9 2 left_child=1 2 4 14 5 7 10 9 -9 -1 -7 12 13 15 -4 27 -6 21 32 25 22 28 23 -21 -24 31 -23 -2 29 30 -13 33 -17 -14 -31 right_child=11 -3 3 -5 16 6 -8 8 -10 -11 -12 17 19 -15 -16 18 -18 -19 -20 20 -22 26 24 -25 -26 -27 -28 -29 -30 34 -32 -33 -34 -35 -36 leaf_value=0.56296912442160474 0.63004019171504655 3.1279421981175739 1.2393982169207405 2.7168657317956293 -1.2360895566940309 0.41766102710523101 2.7922345581054686 -0.11108898814553136 1.1204514450862491 -0.37040282249450684 1.7119974543253582 -0.031399000164740939 -0.026530290195960125 1.8657110722859702 0.12197958858807882 0.030028073129610779 -0.39063816606998447 0.47322431111335755 0.53293024686666635 0.0526954036252252 0.69841362817867381 0.59711622381210328 -0.11641192223960997 0.59957801151275636 0.39954331715901698 -0.49654273605346683 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1204 1160 145 1015 498 517 125 8060 1623 405 64 384 44 6437 269 1218 810 6417 773 310 463 408 43 115 6374 6351 2790 373 243 345 3561 cat_boundaries=0 1 2 5 6 8 9 11 14 15 18 cat_threshold=17310080 1127 8388608 2634285089 16 1104 8388608 150994945 896 0 335806496 2516668418 1108349122 608015172 839 0 1 16 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=42 num_cat=13 split_feature=25 4 10 8 10 11 2 3 3 24 25 24 1 10 2 26 24 16 25 7 24 3 25 8 4 8 1 8 19 25 24 25 11 26 11 2 25 1 25 11 4 split_gain=2.56281e+06 1.77091e+06 1.26756e+06 937301 638872 940254 636893 522491 546248 336000 240531 269974 555036 221779 156564 146813 131408 179107 115840 114198 58852.4 178827 58047.2 57500.6 54843.5 52306.4 48052.8 39671.4 32294.3 33087 47087.6 34923.7 31056.4 30404.7 29120.9 23096.1 22466 21399.5 14788.4 12377.7 3726.95 threshold=0 1265.0725000000002 44.350000000000009 637.20000000000016 219.79500000000002 31.602000000000004 303.37500000000006 50.730000000000011 466.8300000000001 1 2 3 309.90000000000003 744.3325000000001 532.72500000000014 2022.5000000000002 4 1.1200000000000003 5 154.27494000000004 6 172.12500000000003 7 226.95300000000003 119.02250000000002 217.52000000000004 58.875000000000007 345.49500000000006 190.42000000000004 8 9 10 1.7878000000000001 2022.5000000000002 16.580000000000002 206.55000000000004 11 284.92500000000007 12 108.87000000000002 62.300000000000004 decision_type=9 2 2 2 2 2 2 2 2 1 9 1 2 2 2 2 1 2 9 2 1 2 9 2 2 2 2 2 2 9 1 9 2 2 2 2 9 2 9 2 2 left_child=1 2 6 4 5 -4 9 14 -9 15 11 12 18 32 -8 -1 19 -18 33 -11 26 22 24 28 -22 -24 35 -25 29 30 31 -12 -6 -2 40 38 -32 39 -13 -31 -20 right_child=10 -3 3 -5 13 -7 7 8 -10 16 23 20 -14 -15 -16 -17 17 -19 34 -21 21 -23 25 27 -26 -27 -28 -29 -30 37 36 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 leaf_value=0.33112836462078676 0.62373980085728531 3.0966628011067705 3.4797213902473447 3.2655686655044556 0.18899857076009116 0.48386528968811038 1.0118012627311375 2.9977133224124 0.7429127103632146 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0.923002 1.91046 0.247926 1.01504 1.84409 0.176415 -0.071456 0.0372713 0.257662 0.370024 0.37845 0.558432 0.0910879 0.189067 0.177453 -0.0589547 -0.037513 0.0121346 -0.0202232 -0.0988854 0.0843765 -0.0901332 -0.13401 0.265418 -0.10149 -0.102749 -0.0526201 0.0230244 -0.0144924 0.428101 0.0524341 -0.104051 -0.106276 -0.113478 -0.126468 -0.112183 0.0846602 internal_weight=0 1322 1298 137 117 42 1161 99 43 1062 8060 1623 405 75 56 180 882 532 384 350 1218 810 773 6437 310 463 408 43 6394 6374 1151 480 50 115 269 373 671 5223 345 5194 248 internal_count=9382 1322 1298 137 117 42 1161 99 43 1062 8060 1623 405 75 56 180 882 532 384 350 1218 810 773 6437 310 463 408 43 6394 6374 1151 480 50 115 269 373 671 5223 345 5194 248 cat_boundaries=0 1 2 5 6 7 9 10 12 15 16 18 20 22 cat_threshold=17310080 33 8388608 2634285089 16 1104 2436 8388608 150994945 896 0 335806496 2216759296 1073741954 66052 1798 69632 1073741952 65536 1073741952 0 218365984 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=38 num_cat=4 split_feature=25 4 10 8 10 11 0 1 1 0 25 0 1 4 10 5 12 6 0 25 26 18 8 0 5 10 8 0 25 26 11 4 6 3 0 0 11 split_gain=2.51187e+06 1.73567e+06 1.24234e+06 918649 626159 921543 451521 673887 1.56253e+06 359916 235694 291558 721871 231877 217366 168192 137998 134227 72752.8 68100.9 143322 64390 56911.3 55485.4 42826.3 39902.3 38881.9 35484.1 27252.5 24712.3 22123.8 27166.3 15612.7 15017.6 12868.4 1486 373.61 threshold=0 1265.0725000000002 44.350000000000009 637.20000000000016 219.79500000000002 31.602000000000004 3.0600000000000005 802.66250000000002 293.06250000000006 86.390000000000029 1 73.320000000000007 232.70000000000002 13.037000000000001 744.3325000000001 52.300500000000007 239.70000000000002 171.03750000000002 258.76500000000004 2 2022.5000000000002 235.35000000000005 226.95300000000003 425.10000000000002 52.910000000000004 290.03125000000006 345.49500000000006 303.37500000000006 3 2022.5000000000002 135.16500000000002 199.12500000000003 21.101500000000005 116.57500000000002 164.55774000000002 217.52000000000004 278.47500000000008 decision_type=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 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -4 13 8 9 -8 11 19 18 15 24 16 -1 33 34 20 -2 22 23 27 -6 30 -24 28 -12 -20 31 -21 -17 -15 -13 -36 -32 right_child=10 -3 3 -5 14 -7 7 -9 -10 -11 21 12 -14 17 -16 32 -18 -19 29 25 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 36 -33 -34 -35 35 -37 -38 leaf_value=0.26952096621092664 0.55366569724449743 3.0656961711247761 3.4449242444038393 3.2329130477905275 -0.26339421370933797 0.4790266227722168 1.666028247833252 -0.97876765554601497 2.7723786762782505 0.22199606307442227 -0.076241260484153042 0.23576727110764076 2.2270401630401611 -0.3710262363751729 1.1276658954620362 -0.44951254694802423 -0.51650797885397204 0.45149908828735352 -0.31748139257431029 -0.037587803415243058 -0.098439971651349739 0.46847298121452335 0.58523364067077643 -0.62814931488037107 0.32957414082118441 0.41572092819213863 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1320 1274 56 86 71 42 46 internal_count=9382 1322 1298 137 117 42 1161 203 181 146 8060 1623 148 958 75 852 796 106 128 1475 135 6437 6417 6374 50 1340 43 6354 6334 57 1320 1274 56 86 71 42 46 cat_boundaries=0 1 4 6 9 cat_threshold=17310080 8388608 2634285089 16 0 16777217 2248232962 1108349122 608015172 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=33 num_cat=3 split_feature=25 4 10 10 4 2 1 5 25 0 1 1 1 5 9 26 0 25 26 2 5 22 10 0 6 4 2 10 26 0 0 5 split_gain=2.46191e+06 1.70113e+06 1.21761e+06 787489 1.09067e+06 623390 515359 396173 231078 260669 728698 186176 327260 181781 158024 148706 76112.7 66843.8 140470 88585.5 57282.3 52859 40843.6 36904.1 39420.4 36691.9 32083.6 20137.3 19051.2 12775.2 2408.59 1573.61 threshold=0 1265.0725000000002 44.350000000000009 130.94000000000003 129.39000000000001 303.37500000000006 303.37500000000006 593.34250000000009 1 73.320000000000007 232.70000000000002 802.66250000000002 31.849500000000003 39.441250000000004 52.910000000000004 2022.5000000000002 258.76500000000004 2 2022.5000000000002 460.05000000000007 244.35500000000002 104.12500000000001 329.45298000000008 360.99000000000007 288.59250000000003 346.12500000000006 206.55000000000004 337.50000000000006 2022.5000000000002 164.55774000000002 217.52000000000004 362.12500000000006 decision_type=9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 14 7 13 11 9 17 16 12 -1 15 27 -7 29 18 -2 22 21 23 26 24 25 -10 -19 -5 -18 -11 -31 -22 right_child=8 -3 3 4 -6 6 -8 -9 20 10 -12 -13 -14 -15 -16 -17 28 19 -20 -21 31 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 leaf_value=0.16809338645555816 0.54812904445941635 3.0350391197204591 3.0735580558776854 0.89937355958498444 2.5705422223409018 1.3162579924060454 2.1801411404433075 -0.94161193140091448 -0.10413825380922197 0.21796390024820964 2.2047698326110838 -0.57049194749196364 0.76579401871737318 -0.22293310801188151 -0.1727240343654857 0.21026225328445436 -0.31430657749176028 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96.632500000000022 70.562500000000014 11 2022.5000000000002 458.03625000000005 12 2022.5000000000002 84.744000000000014 45.778960000000005 165.55000000000004 342.77500000000003 2022.5000000000002 decision_type=9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 2 1 1 2 2 2 2 9 2 2 2 9 9 2 2 1 9 9 2 2 2 1 2 2 9 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 12 -8 -7 10 14 17 13 -1 16 19 24 25 -13 -16 21 -19 28 -24 27 34 29 -2 -18 30 33 45 37 39 -6 -33 40 -28 -21 -11 -34 42 -38 -5 -22 -32 right_child=9 2 -4 43 11 8 7 -9 -10 26 -12 18 -14 -15 15 -17 22 20 -20 38 44 -23 23 -25 -26 -27 32 -29 -30 -31 31 35 36 -35 -36 -37 41 -39 -40 -41 -42 -43 -44 -45 -46 -47 leaf_value=0.39920969450384158 -0.081188977713487584 2.4670593314335263 5.2865894012451164 -0.39707717982205482 -0.36196927829051584 2.5588802838325502 2.3638607311248778 -0.34834627106076199 0.99390486012334411 -0.048675157848385074 1.2844903087615966 1.246365426381429 1.267072855063847 -0.52985421081384021 0.83303110694885252 1.3559548683166502 0.22181456652554599 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0.602798 0.504155 1.32829 1.79304 -0.0597777 0.0165384 0.023878 0.40365 0.346497 0.00810118 0.456609 -0.00504022 -0.047729 0.688081 0.179888 0.0788107 0.156829 0.040158 0.0196822 -0.144092 -0.272538 -0.104996 -0.132725 0.300634 -0.0701931 -0.0663355 -0.0386311 -0.116324 -0.102284 -0.335569 -0.0558296 -0.111619 -0.178962 -0.110398 -0.112988 -0.0645283 -0.115767 -0.115371 -0.358821 -0.417646 0.0462229 internal_weight=0 1180 96 71 1084 553 506 55 47 8073 3006 531 451 423 2986 85 2901 479 52 65 312 271 2195 2045 706 167 5067 686 150 1262 1241 723 3805 518 147 604 3565 240 45 490 302 3263 3237 42 41 119 internal_count=9253 1180 96 71 1084 553 506 55 47 8073 3006 531 451 423 2986 85 2901 479 52 65 312 271 2195 2045 706 167 5067 686 150 1262 1241 723 3805 518 147 604 3565 240 45 490 302 3263 3237 42 41 119 cat_boundaries=0 1 2 5 6 7 9 12 15 16 19 22 23 26 cat_threshold=532736 95 329252992 2634285218 536870928 2432 640 16777216 150994944 2214613568 1109397568 18944268 41943040 335544482 16 1624 67108864 1073741824 4096 0 16385 512 64 4608 35651584 65536 is_linear=0 shrinkage=0.01 Tree=100 num_leaves=50 num_cat=16 split_feature=25 1 5 10 1 1 3 24 10 25 2 3 6 24 25 1 25 26 19 24 1 2 2 2 24 25 25 26 24 2 24 25 24 6 2 9 2 1 25 24 1 26 9 9 26 1 1 8 26 split_gain=2.61382e+06 2.37159e+06 1.05313e+06 933306 925550 977866 944825 891648 358135 239131 269057 515997 188821 117276 157980 157327 68702.8 65882.8 57392.3 56998.1 35737.4 33220.8 104099 55307.5 32000.4 29787.6 29246.2 26914.2 44321.5 77917.3 40596.1 32705.3 21460.8 20844 15015.3 11325.1 8409.87 16190.8 7007.87 7379.92 4364.48 2495.76 1857.37 2327.7 1218.74 1196.21 2203.43 973.189 422.92 threshold=0 1183.6900000000003 1204.8925000000002 1064.4750000000001 259.87500000000006 736.8325000000001 259.87500000000006 1 73.46250000000002 2 108.69300000000001 172.12500000000003 31.764000000000006 3 4 48.619320000000009 5 2022.5000000000002 78.690000000000012 6 216.15000000000003 317.06250000000006 460.05000000000007 216.15000000000003 7 8 9 2022.5000000000002 10 160.85000000000005 11 12 13 99.89997000000001 28.484500000000004 28.409500000000005 57.050000000000004 35.001570000000008 14 15 147.46662000000001 2022.5000000000002 29.560000000000002 48.386500000000005 2022.5000000000002 73.320000000000007 41.469500000000004 25.014000000000006 2022.5000000000002 decision_type=9 2 2 2 2 2 2 1 2 9 2 2 2 1 9 2 9 2 2 1 2 2 2 2 1 9 9 2 1 2 1 9 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 12 -9 10 13 21 -1 14 44 25 18 24 32 -19 -17 23 -23 -12 -18 -16 27 30 29 33 31 34 -15 -29 -11 40 37 -32 39 41 -30 -28 45 -44 -2 46 -40 -37 -41 right_child=9 -3 -4 -5 5 -7 -8 8 -10 26 11 -13 -14 16 15 20 17 19 -20 -21 -22 22 -24 -25 -26 -27 38 28 35 -31 36 -33 -34 -35 -36 47 -38 -39 42 48 -42 -43 43 -45 -46 -47 -48 -49 -50 leaf_value=-0.18644611290825736 0.50172116009694234 2.997541383743286 2.5771573566255115 2.4601701312065125 1.0560765525272915 -0.5848185693300687 3.474529378527687 0.41039193764854881 1.5009855812229216 0.089133032379447266 0.069231918704125192 1.9432266063690184 0.39406424403190615 -0.18451155187447399 -0.091910637825254424 0.92312443828582758 -0.20128998399817427 0.31188650930029715 0.42159886384010314 0.016007053314946416 0.35076727310816447 -0.45060280990600587 0.46197301406860358 0.68830691306679348 0.013723595903274861 0.050293818792826697 -0.14747277304277581 -0.069642080619872329 -0.13366251882440791 0.60249832534790038 -0.09834063051879563 -0.06814312271207397 -0.078489339821205081 0.25126968470486727 0.35582822011864707 -0.3156265707273741 -0.27649536927541096 0.19355579471588136 -0.1109367073183908 -0.24119828909635543 -0.28430628630518917 -0.054690075851323315 0.034172341912984849 -0.10605991363525391 0.43565179986468816 -0.17974183011054995 -0.0081969969613211492 -0.23386352618535358 -0.27882841570036754 leaf_weight=450 53 35 21 20 70 26 21 510 32 257 31 20 64 331 242 20 105 107 20 162 24 25 25 27 178 345 59 253 501 20 381 161 579 22 23 37 24 20 3502 64 20 57 20 29 59 25 21 24 56 leaf_count=450 53 35 21 20 70 26 21 510 32 257 31 20 64 331 242 20 105 107 20 162 24 25 25 27 178 345 59 253 501 20 381 161 579 22 23 37 24 20 3502 64 20 57 20 29 59 25 21 24 56 internal_value=0 0.427779 0.357216 0.318139 0.281616 1.12551 1.61418 0.188116 0.46618 -0.0626651 0.0218818 0.467807 -0.111986 -0.0036731 0.0980988 0.0336564 -0.0549873 0.0332306 -0.107145 0.145888 0.61093 0.194581 0.0056851 0.357422 -0.0726795 -0.00904118 -0.0983181 -0.063193 -0.102604 -0.000136219 -0.0240113 0.0431015 -0.119944 -0.0439691 0.107211 -0.151929 -0.0924886 -0.0837822 -0.114085 -0.174265 -0.139445 -0.0937955 -0.109664 -0.0488223 0.428645 -0.110813 -0.110324 -0.283458 -0.238854 internal_weight=0 1249 1214 1193 1173 117 91 1056 542 7929 2353 128 514 2225 743 631 1482 552 930 269 44 108 50 58 283 587 5576 1743 877 295 866 441 910 275 280 582 425 401 3833 236 521 116 3597 49 112 3548 3523 61 120 internal_count=9178 1249 1214 1193 1173 117 91 1056 542 7929 2353 128 514 2225 743 631 1482 552 930 269 44 108 50 58 283 587 5576 1743 877 295 866 441 910 275 280 582 425 401 3833 236 521 116 3597 49 112 3548 3523 61 120 cat_boundaries=0 1 2 5 6 8 11 12 13 16 19 20 21 24 25 28 29 cat_threshold=532864 2488 75497472 3439591555 536870928 1050 0 84148225 67108864 2164523009 536870928 517 133 0 1073741954 16 2449559552 273160224 69275652 39 2892 2181103616 268435488 67112960 2208 18874368 65536 512 970 is_linear=0 shrinkage=0.01 Tree=101 num_leaves=29 num_cat=7 split_feature=0 25 4 10 1 24 4 10 25 6 2 2 0 2 24 25 0 25 26 2 4 0 0 1 25 4 1 26 split_gain=3.77496e+06 1.65186e+06 1.69689e+06 745414 666354 582943 479046 401575 232918 210131 200761 401652 133458 111070 108204 154339 166811 60136.8 64684.1 49068.3 41119.1 31826.9 26424.2 21006.5 20440.5 5994.53 5231.48 1194.48 threshold=1219.7885000000003 0 1265.0725000000002 1064.4750000000001 259.87500000000006 1 199.12500000000003 73.46250000000002 2 31.764000000000006 108.69300000000001 160.85000000000005 210.75000000000003 460.05000000000007 3 4 157.58975000000007 5 2022.5000000000002 317.06250000000006 209.55000000000004 194.45000000000002 352.08500000000004 190.53000000000003 6 340.63500000000005 361.60000000000008 2022.5000000000002 decision_type=2 9 2 2 2 1 2 2 9 2 2 2 2 2 1 9 2 9 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 7 12 -1 10 -7 14 -12 -6 19 15 27 -17 21 -19 -13 22 -16 23 24 -10 -22 -25 -3 right_child=-2 8 -4 -5 6 9 -8 -9 20 -11 11 13 -14 -15 17 16 -18 18 -20 -21 25 -23 -24 26 -26 -27 -28 -29 leaf_value=0.33079475092179705 3.1089820393537866 0.49670395617215135 3.1532228351774672 2.1532210286458335 0.33426918382514009 -0.15792695659628803 1.8843298123333907 1.4859757323004306 -0.064691647603179789 0.4552444724738598 1.7094740705490115 0.1661490781256493 1.1938575992981593 0.68174038823445648 -0.089770783433374371 -0.0044618554583331881 0.71568368350758282 -0.072019032791730789 0.14455124651853923 -0.35150079282124835 0.096813336260178517 -0.45148874893188479 0.24620606509121981 -0.36578709435131812 -0.11076338499666236 0.31499582743644716 -0.16407129526138306 0.43129528530573441 leaf_weight=505 39 53 21 21 73 441 37 32 1419 64 20 47 24 30 901 596 34 283 269 30 34 25 22 36 4023 20 20 59 leaf_count=505 39 53 21 21 73 441 37 32 1419 64 20 47 24 30 901 596 34 283 269 30 34 25 22 36 4023 20 20 59 internal_value=0 -0.00882033 0.332494 0.285785 0.252438 0.167075 0.916227 0.392326 -0.0616456 -0.0786605 0.0219277 0.408706 0.546951 0.165572 -0.000100038 0.0976672 0.0338656 -0.0495079 0.0329233 -0.0355327 -0.0968114 -0.098473 -0.0996714 -0.101055 -0.0990726 0.177622 -0.293746 0.424358 internal_weight=0 9139 1218 1197 1176 1042 134 537 7921 505 2347 127 97 107 2220 742 630 1478 552 77 5574 926 5520 5498 5442 54 56 112 internal_count=9178 9139 1218 1197 1176 1042 134 537 7921 505 2347 127 97 107 2220 742 630 1478 552 77 5574 926 5520 5498 5442 54 56 112 cat_boundaries=0 1 2 5 6 8 11 14 cat_threshold=532864 1607 75497472 3439591555 536870928 1050 0 84148225 67108864 2164523009 536870928 318853120 273160224 69275716 is_linear=0 shrinkage=0.01 Tree=102 num_leaves=20 num_cat=5 split_feature=0 5 25 24 0 16 5 0 0 25 25 3 26 19 14 2 0 0 25 split_gain=3.69984e+06 1.8052e+06 1.26006e+06 458225 638824 308327 302967 263100 425664 244567 189997 168027 144741 91499.8 80975 25787.3 24975.3 12987.2 9466.16 threshold=1219.7885000000003 1374.9750000000004 0 1 404.82250000000005 348.33000000000004 102.07500000000002 649.85000000000014 123.63250000000001 2 3 542.10250000000008 2022.5000000000002 223.98000000000002 67.800000000000011 9.775500000000001 223.66250000000002 134.19600000000003 4 decision_type=2 2 9 1 2 2 2 2 2 9 9 2 2 2 2 2 2 2 9 left_child=1 2 3 4 6 7 9 8 -5 -1 11 13 -6 14 -4 -8 17 18 -12 right_child=-2 -3 10 5 12 -7 15 -9 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.27358340575364215 3.0778922411417353 2.919817949930827 -0.00088671485970715045 -0.032212300239576934 2.1082063384850822 1.0470664498113817 -0.1392635833926317 -1.0486942490664395 0.77589660928056048 0.73176944236464903 -0.06882768673486965 0.91480713748931897 1.0099445422490438 0.6687792146205902 -0.33410599253972373 -0.55761112368625143 0.21958177089691164 -0.31478856185386922 -0.10914453574128068 leaf_weight=408 39 21 2639 547 24 31 41 22 74 187 851 20 24 20 75 23 24 29 4079 leaf_count=408 39 21 2639 547 24 31 41 22 74 187 851 20 24 20 75 23 24 29 4079 internal_value=0 -0.00873404 -0.0154789 0.261683 0.439076 0.0719064 0.36416 0.0260108 0.0640841 0.434481 -0.0652043 0.00154621 1.55908 -0.0051289 -0.0100951 -0.289607 -0.102025 -0.103787 -0.102546 internal_weight=0 9139 9118 1381 707 674 659 643 621 595 7737 2754 48 2734 2714 64 4983 4959 4930 internal_count=9178 9139 9118 1381 707 674 659 643 621 595 7737 2754 48 2734 2714 64 4983 4959 4930 cat_boundaries=0 2 3 5 8 11 cat_threshold=532864 150994944 1559 256 134217728 109117440 3557032099 536936464 268455936 4200448 69210180 is_linear=0 shrinkage=0.01 Tree=103 num_leaves=18 num_cat=3 split_feature=0 5 25 10 1 4 24 10 3 3 3 25 8 0 8 0 6 split_gain=3.62619e+06 1.76926e+06 1.22488e+06 872031 651779 624523 522545 525022 309782 201651 129493 109027 105625 50108.4 29496.8 24415.2 19723.9 threshold=1219.7885000000003 1374.9750000000004 0 1064.4750000000001 256.61250000000007 457.74500000000006 1 73.46250000000002 262.50000000000006 561.85750000000019 129.39000000000001 2 249.87000000000003 216.15000000000003 345.49500000000006 153.20400000000004 97.950000000000017 decision_type=2 2 9 2 2 2 1 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 11 -8 12 13 -4 -14 16 -13 right_child=-2 -3 9 -5 5 -7 10 -9 -10 -11 -12 15 14 -15 -16 -17 -18 leaf_value=0.2558004747100055 3.0471132839031707 2.8906199428013397 -0.041930478912064383 2.2487816560836067 0.74261643886566164 2.2474381660461429 -0.099579146904103896 1.4048179664498284 -0.50193544705708826 0.93088958573341374 0.31015917262811771 -0.10513543703280499 0.70986798000335694 0.20609445686851227 0.23320803165435791 -0.36461165693071151 0.11791938018798828 leaf_weight=748 39 21 2689 21 120 25 680 42 24 20 87 4445 20 84 37 36 40 leaf_count=748 39 21 2689 21 120 25 680 42 24 20 87 4445 20 84 37 36 40 internal_value=0 -0.00863765 -0.015315 0.22202 0.198647 0.788482 0.134625 0.312926 0.535191 -0.0717696 -0.0524195 -0.0745952 -0.025568 -0.0344173 0.400457 -0.104996 -0.103146 internal_weight=0 9139 9118 1747 1726 169 1557 790 144 7371 767 7351 2830 2773 57 4521 4485 internal_count=9178 9139 9118 1747 1726 169 1557 790 144 7371 767 7351 2830 2773 57 4521 4485 cat_boundaries=0 2 3 6 cat_threshold=8921472 151257089 599 2248228864 3556772002 536936464 is_linear=0 shrinkage=0.01 Tree=104 num_leaves=32 num_cat=6 split_feature=0 25 7 7 7 1 24 10 0 25 3 7 8 0 24 8 25 0 8 2 0 0 1 25 0 14 0 0 3 1 14 split_gain=3.55403e+06 1.56219e+06 1.57471e+06 3.07917e+06 625604 476639 740306 1.28731e+06 350982 219346 233613 172341 168434 162954 123453 215885 193297 207354 152961 120965 103649 57907.6 35265 27061.8 33217.5 20304.3 17110.9 11076.4 5081.97 2713.29 542.827 threshold=1219.7885000000003 0 323.80000000000007 441.88278000000008 664.68750000000011 259.87500000000006 1 73.46250000000002 173.94850000000002 2 575.22000000000014 134.70000000000002 21.101500000000005 21.101500000000005 3 233.30814000000001 4 157.58975000000007 366.17750000000007 67.485000000000014 287.36250000000007 313.88000000000005 660.10000000000002 5 307.23750000000007 73.160000000000011 27.198000000000004 166.40250000000003 141.99000000000004 84.744000000000014 206.06250000000003 decision_type=2 9 2 2 2 2 1 2 2 9 2 2 2 2 1 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 7 13 19 10 14 20 -6 -1 16 21 -3 -18 -17 22 -8 -16 -7 24 25 26 -11 28 29 -25 -27 right_child=-2 9 3 4 12 8 11 -9 -10 23 -12 -13 -14 -15 15 18 17 -19 -20 -21 -22 -23 -24 27 -26 30 -28 -29 -30 -31 -32 leaf_value=0.26152273085345962 3.0166422118896095 0.4964730978848641 4.9438427716209778 1.7389369477896857 -0.80041408175513851 0.89637827736990783 -0.16333562701467483 2.5830678334059538 1.6146371328203302 -0.068400045976865276 1.0974248523712158 0.82463394451141359 0.43829049317733104 0.93385399580001838 -0.049696275270754944 1.3037517466545105 0.0074390699225147881 0.78759076489342594 0.066979325532913206 -0.14654982010523479 0.31401559925079348 -0.47324439482255415 0.37802960713704431 -0.10655759367620579 0.33470424152555922 -0.24117234124077691 0.057492909015252669 -0.33852831159319197 -0.26336786224728537 -0.1950139305974756 -0.30990813064575196 leaf_weight=365 39 104 21 29 21 35 504 27 38 1558 20 20 23 40 1479 20 635 36 20 24 50 33 21 3755 21 27 116 21 21 35 20 leaf_count=365 39 104 21 29 21 35 504 27 38 1558 20 20 23 40 1479 20 635 36 20 24 50 33 21 3755 21 27 116 21 21 35 20 internal_value=0 -0.00855127 0.32337 1.56938 0.598646 0.222043 0.151516 0.458264 0.823313 -0.0599228 0.0211796 -0.0858351 -0.152909 0.327926 0.0120205 -0.0395027 0.114236 0.0485713 0.685366 0.447433 -0.120253 -0.0589404 0.701998 -0.0940487 -0.0602621 -0.0654317 -0.0596763 -0.109211 -0.108234 -0.107374 -0.270422 internal_weight=0 9139 1218 94 73 1124 1006 432 118 7921 2347 574 44 405 2327 1552 775 671 40 80 554 1512 56 5574 1742 1721 1674 3832 3811 3790 47 internal_count=9178 9139 1218 94 73 1124 1006 432 118 7921 2347 574 44 405 2327 1552 775 671 40 80 554 1512 56 5574 1742 1721 1674 3832 3811 3790 47 cat_boundaries=0 1 2 5 6 8 11 cat_threshold=532864 583 75497472 3439591555 536870928 1050 0 151257089 2449559552 273160224 69275652 is_linear=0 shrinkage=0.01 Tree=105 num_leaves=25 num_cat=5 split_feature=0 5 25 10 10 24 2 10 3 0 0 25 0 3 8 3 0 24 25 2 22 0 6 5 split_gain=2.65035e+06 1.70275e+06 932555 635010 1.09561e+06 400411 498585 317184 237713 226174 224023 162727 291078 301530 116820 139669 79789.2 73056.9 101445 61765.5 52956 51652.5 47980.2 26373.4 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 352.38000000000005 1058.7500000000002 47.808000000000007 10.010400000000002 1587.2775000000001 2 28.484500000000004 216.15000000000003 383.46000000000004 17.333000000000002 458.28125000000006 3 4 817.62000000000012 134.35750000000004 425.10000000000002 97.950000000000017 33.347500000000004 decision_type=2 2 9 2 2 1 2 2 2 2 2 9 2 2 2 2 2 1 9 2 2 2 2 2 left_child=1 2 3 5 -5 14 9 8 -6 -7 -2 12 17 16 15 -1 -14 18 -4 -8 21 22 -13 -19 right_child=10 -3 11 4 7 6 19 -9 -10 -11 -12 20 13 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 leaf_value=-0.13301652469511691 3.1882820256551105 2.6415055688222249 0.32216503261595736 2.2911622095108033 -0.44045388607268637 0.12254174350980503 0.86793414168887661 1.3951495046615601 0.80023318726083503 0.5890592450242701 1.7597185112082441 -0.095499054296930258 0.3282025363127391 1.5471786165237427 0.5469933310009184 -0.77283962297439579 -0.34420995521545406 -0.052120551764718963 -0.013359662787929463 1.5149523509979248 0.42172315979003905 -0.56668659127276877 0.13105439271424946 -0.23237602990249109 leaf_weight=232 21 24 119 39 47 670 36 20 23 123 23 5844 150 20 21 40 20 1211 304 25 20 23 95 87 leaf_count=232 21 24 119 39 47 670 36 20 23 123 23 5844 150 20 21 40 20 1211 304 25 20 23 95 87 internal_value=0 -0.0186204 -0.0255834 0.224224 0.891181 0.151168 0.258885 0.284522 -0.0327996 0.194902 2.44153 -0.0661681 0.0142215 0.385736 -0.165962 -0.227108 0.249095 -0.0267114 0.0862918 1.13311 -0.09183 -0.0937068 -0.0918751 -0.0637115 internal_weight=0 9193 9169 1276 129 1147 854 90 70 793 44 7893 1911 190 293 272 170 1721 423 61 5982 5962 5939 1298 internal_count=9237 9193 9169 1276 129 1147 854 90 70 793 44 7893 1911 190 293 272 170 1721 423 61 5982 5962 5939 1298 cat_boundaries=0 2 3 6 7 9 cat_threshold=532736 134217728 3200 2206203904 337707169 528 1072 25165824 67108865 is_linear=0 shrinkage=0.01 Tree=106 num_leaves=22 num_cat=4 split_feature=0 5 25 24 0 1 6 26 4 16 25 1 1 8 0 1 0 22 0 24 6 split_gain=2.5976e+06 1.66886e+06 913972 544154 402339 328377 281617 284907 218526 289252 159538 303174 449265 119063 161611 144130 107829 51902.1 50624.6 49212.6 47025.4 threshold=1205.5225000000003 1341.6425000000002 0 1 10.010400000000002 195.15000000000003 123.63250000000001 2022.5000000000002 511.57000000000005 20.073625000000003 2 309.90000000000003 515.86500000000012 538.6450000000001 221.27241000000004 31.849500000000003 352.08500000000004 134.35750000000004 425.10000000000002 3 97.950000000000017 decision_type=2 2 9 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 1 2 left_child=1 2 3 13 8 -2 7 -6 9 -5 11 16 -13 14 15 -1 19 18 20 -4 -12 right_child=5 -3 10 4 6 -7 -8 -9 -10 -11 17 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.19850136909362071 1.5916386363817299 2.6150904830296833 0.054541027768478766 0.24863783663728325 1.0401548673046961 3.3212136541094099 1.6648158473968504 0.14421206041744777 -0.52226991299220493 1.322426087306096 -0.094544063933502204 1.4595866304285385 -0.37439334349198772 0.59756480262393041 -0.84190873695142343 0.43791409310840423 0.52671652252609669 0.41750590848922725 -0.56101972662884259 -0.055153832028325765 0.12974385291651674 leaf_weight=233 23 24 606 714 72 21 30 70 35 26 5844 34 22 21 33 42 37 20 23 1212 95 leaf_count=233 23 24 606 714 72 21 30 70 35 26 5844 34 22 21 33 42 37 20 23 1212 95 internal_value=0 -0.0184309 -0.0253241 0.221982 0.343324 2.41712 0.784479 0.598493 0.249847 0.286366 -0.0655025 0.0140953 0.739094 -0.127117 -0.180654 -0.101303 -0.00771547 -0.0909117 -0.0927698 -0.0185922 -0.0909564 internal_weight=0 9193 9169 1276 947 44 172 142 775 740 7893 1911 56 329 308 275 1855 5982 5962 1818 5939 internal_count=9237 9193 9169 1276 947 44 172 142 775 740 7893 1911 56 329 308 275 1855 5982 5962 1818 5939 cat_boundaries=0 2 3 6 7 cat_threshold=532736 134217728 3200 2206203904 337707169 528 1076 is_linear=0 shrinkage=0.01 Tree=107 num_leaves=23 num_cat=6 split_feature=0 5 25 10 10 24 0 1 10 26 3 24 25 1 3 8 3 0 22 0 24 25 split_gain=2.54591e+06 1.63565e+06 895784 621475 1.07445e+06 383701 352316 321843 309954 236606 231916 214895 156364 297141 466606 112425 136435 105683 50869.3 49617.2 48245.1 28478.7 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 10.010400000000002 195.15000000000003 1058.7500000000002 2022.5000000000002 47.808000000000007 2 3 309.90000000000003 48.761500000000005 383.46000000000004 17.333000000000002 352.08500000000004 134.35750000000004 425.10000000000002 4 5 decision_type=2 2 9 2 2 1 2 2 2 2 2 1 9 2 2 2 2 2 2 2 1 9 left_child=1 2 3 5 -5 15 11 -2 10 -8 -6 -7 13 17 -15 16 -1 20 19 21 -4 -14 right_child=7 -3 12 4 8 6 9 -9 -10 -11 -12 -13 18 14 -16 -17 -18 -19 -20 -21 -22 -23 leaf_value=-0.12994280800737185 1.5757222780974016 2.5889395157496136 0.054004470435055824 2.2659532539661114 -0.43755374522919355 0.45384349163542403 1.0738944089865383 3.2880014660244901 1.3766814088821411 0.26602981738190151 0.78791421600010081 0.05655729536215464 -0.058526601769696762 0.051333710882398818 1.9563693084716798 0.53646127428327295 -0.76231670379638672 0.52144937773008604 0.41333086299896238 -0.55540953097136125 -0.0546068084988676 -0.10592225131342414 leaf_weight=232 23 24 606 39 47 178 79 21 20 67 23 530 2024 36 20 21 40 37 20 23 1212 3915 leaf_count=232 23 24 606 39 47 178 79 21 20 67 23 530 2024 36 20 21 40 37 20 23 1212 3915 internal_value=0 -0.0182466 -0.0250709 0.219762 0.879557 0.147473 0.252923 2.39295 0.278785 0.703162 -0.0349 0.163649 -0.0648475 0.0139543 0.731704 -0.16295 -0.222939 -0.00763835 -0.0900026 -0.0918421 -0.0184064 -0.0900468 internal_weight=0 9193 9169 1276 129 1147 854 44 90 146 70 708 7893 1911 56 293 272 1855 5982 5962 1818 5939 internal_count=9237 9193 9169 1276 129 1147 854 44 90 146 70 708 7893 1911 56 293 272 1855 5982 5962 1818 5939 cat_boundaries=0 2 3 4 7 8 11 cat_threshold=532736 134217728 3200 9 2206203904 337707169 528 1076 337661952 3238789122 606179588 is_linear=0 shrinkage=0.01 Tree=108 num_leaves=25 num_cat=6 split_feature=0 5 25 10 10 24 0 10 26 3 0 24 25 0 3 3 0 24 25 13 22 0 6 5 split_gain=2.49524e+06 1.6031e+06 878218 609033 1.05307e+06 376172 345211 303786 231898 227301 220562 210867 153260 280098 294964 110035 79837.7 69774.9 99782.4 55157.6 49857.5 48629.2 46008.3 25824.8 threshold=1205.5225000000003 1341.6425000000002 0 67.800000000000011 229.89300000000003 1 10.010400000000002 1058.7500000000002 2022.5000000000002 47.808000000000007 1587.2775000000001 2 3 28.484500000000004 216.15000000000003 404.82250000000005 458.28125000000006 4 5 31.602000000000004 134.35750000000004 425.10000000000002 97.950000000000017 33.347500000000004 decision_type=2 2 9 2 2 1 2 2 2 2 2 1 9 2 2 2 2 1 9 2 2 2 2 2 left_child=1 2 3 5 -5 15 11 9 -8 -6 -2 -7 13 17 16 19 -15 18 -4 -1 21 22 -14 -19 right_child=10 -3 12 4 7 6 8 -9 -10 -11 -12 -13 20 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 leaf_value=-0.15177315905390973 3.1099747303553991 2.5630500888824463 0.31800786424976912 2.2432937074318913 -0.43317822091122893 0.44954648411020326 1.0631554900543601 1.3629145612716675 0.26336950501399253 0.78003510143445887 1.6924902169600777 0.056002195508391771 -0.092697792464394246 0.32224031658569968 1.5269806718826295 -0.83079789203146237 -0.35037656974792486 -0.051022703804869382 -0.014672781099939042 0.38189963204520089 0.40919755840301514 -0.5498554262907609 0.12915141349089773 -0.22939375329291684 leaf_weight=249 21 24 119 39 47 178 79 20 67 23 23 530 5844 150 20 23 20 1211 304 21 20 23 95 87 leaf_count=249 21 24 119 39 47 178 79 20 67 23 23 530 5844 150 20 23 20 1211 304 21 20 23 95 87 internal_value=0 -0.0180603 -0.0248164 0.217604 0.870761 0.146043 0.250453 0.275997 0.69613 -0.034551 2.36902 0.162085 -0.0642011 0.0138148 0.378253 -0.16132 0.243109 -0.0263393 0.0841011 -0.110265 -0.0891053 -0.0909264 -0.0891491 -0.0624968 internal_weight=0 9193 9169 1276 129 1147 854 90 146 70 44 708 7893 1911 190 293 170 1721 423 270 5982 5962 5939 1298 internal_count=9237 9193 9169 1276 129 1147 854 90 146 70 44 708 7893 1911 190 293 170 1721 423 270 5982 5962 5939 1298 cat_boundaries=0 2 3 4 7 8 10 cat_threshold=532736 134217728 3200 9 2206203904 337707169 528 1072 25165824 67108865 is_linear=0 shrinkage=0.01 Tree=109 num_leaves=25 num_cat=6 split_feature=0 4 25 10 10 10 15 24 1 1 24 3 1 3 8 3 25 24 6 10 0 25 8 0 split_gain=2.44556e+06 1.22821e+06 932626 615212 1.11357e+06 498944 393506 433225 673032 315930 191479 157666 153188 552295 141739 121739 86929.9 91534.2 82891 82328.4 51295.4 42306.4 22716.2 6852.12 threshold=1205.5225000000003 1422.3575000000001 0 66.112500000000011 229.89300000000003 1064.4750000000001 233.82500000000002 1 263.99500000000006 195.15000000000003 2 47.808000000000007 130.95600000000005 218.97000000000003 66.112500000000011 57.050000000000004 3 4 259.12500000000006 132.33750000000001 216.15000000000003 5 249.87000000000003 362.12500000000006 decision_type=2 2 9 2 2 2 2 1 2 2 1 2 2 2 2 2 9 1 2 2 2 9 2 2 left_child=1 2 3 6 19 11 7 8 -1 -2 -9 -6 16 14 15 -14 17 18 -4 -5 22 -19 -18 -22 right_child=9 -3 12 4 5 -7 -8 10 -10 -11 -12 -13 13 -15 -16 -17 20 21 -20 -21 23 -23 -24 -25 leaf_value=0.3155930239221324 1.5356445776897929 2.3977596909659251 0.03184299078252581 2.721662540435791 -0.45311336119969692 1.6612296514511109 1.2652267209945187 -0.27655205195148785 2.0614892768859865 3.2321216120038714 0.083383723033180118 0.553848768679992 -0.1312026206541328 1.7748102989196779 0.76659799019495656 0.67360649290538976 -0.092247802627149073 -0.023194950310975914 0.61417724227905279 1.8143126211166383 -0.30897159663113682 -0.14736700507446571 0.22974655151367188 -0.55855519814924759 leaf_weight=276 23 21 1098 20 48 20 31 182 24 21 632 23 179 20 24 21 5347 586 25 20 22 530 22 22 leaf_count=276 23 21 1098 20 48 20 31 182 24 21 632 23 179 20 24 21 5347 586 25 20 22 530 22 22 internal_value=0 -0.0178709 -0.0234017 0.226414 0.877352 0.266084 0.153918 0.122993 0.440579 2.34533 0.000527131 -0.126914 -0.0639779 0.182603 0.0404412 -0.0466977 -0.0719243 -0.0191571 0.0444113 2.26799 -0.0935424 -0.0829506 -0.0909284 -0.433763 internal_weight=0 9193 9172 1276 131 91 1145 1114 300 44 814 71 7896 244 224 200 7652 2239 1123 40 5413 1116 5369 44 internal_count=9237 9193 9172 1276 131 91 1145 1114 300 44 814 71 7896 244 224 200 7652 2239 1123 40 5413 1116 5369 44 cat_boundaries=0 2 3 4 7 8 11 cat_threshold=532736 134217728 25 2176 2476740608 2485452833 2167316 1590 33554432 335609888 69652 is_linear=0 shrinkage=0.01 Tree=110 num_leaves=31 num_cat=4 split_feature=0 2 25 24 0 26 10 5 0 1 26 7 3 10 12 7 18 2 2 7 24 25 0 0 10 4 26 0 0 0 split_gain=2.74394e+06 2.25798e+06 1.1976e+06 764285 1.15942e+06 1.11826e+06 619941 397790 328542 539891 518704 265023 259589 242725 224113 202385 152572 131694 129394 124555 113296 89895.4 74374.1 63349.5 60599.1 16205.1 9579.9 11716.7 8763.6 2882.1 threshold=960.86250000000007 98.25500000000001 0 1 194.45000000000002 2022.5000000000002 788.58750000000009 10.901250000000003 96.632500000000022 68.280000000000015 2022.5000000000002 9.3175000000000008 462.80000000000007 114.60000000000002 308.62500000000006 74.355000000000004 362.12500000000006 652.50000000000011 515.86500000000012 345.49500000000006 2 3 352.08500000000004 1295.4950000000001 331.12500000000006 326.16700000000009 2022.5000000000002 313.88000000000005 254.41050000000004 218.97000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 2 left_child=2 23 3 12 6 -6 7 13 16 20 -11 -7 14 -5 17 -9 18 19 21 -1 22 24 28 -2 -4 -23 29 -28 -10 -22 right_child=1 -3 8 4 5 11 -8 15 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.032300814373005367 1.1678563385009766 4.8850962486267084 -0.02729301680833366 0.41123551276524867 3.0106823432806769 1.3304043050245806 2.0736377096176146 -0.61228316296392415 0.1068366501490275 2.3553723690726538 0.39584276070765084 -0.24015629344398068 -0.8946881811959404 -0.46710865483139502 0.91996533813476566 0.49315849477594548 0.80870737576484686 -0.84712359333038334 0.62517162746853305 -0.74361988414417612 -0.14031843434209409 -0.096046550040956677 0.76004282364478482 0.37193234634399419 0.47737783988316856 0.18920267152786255 -0.16245723830329048 -0.44851817312694736 0.34242696619033813 0.021715863545735677 leaf_weight=347 20 20 2759 675 33 22 20 67 75 22 35 21 35 33 25 22 20 20 27 22 23 4745 26 20 24 20 45 21 20 21 leaf_count=347 20 20 2759 675 33 22 20 67 75 22 35 21 35 33 25 22 20 20 27 22 23 4745 26 20 24 20 45 21 20 21 internal_value=0 2.14163 -0.00382818 0.271182 0.439697 1.62603 0.334723 0.291086 -0.0509253 0.280536 1.15215 0.563386 -0.0662498 0.370296 0.00218697 -0.339028 -0.0635612 -0.0567962 -0.0658642 -0.01396 0.0654617 -0.0683361 0.264293 0.769894 -0.0228587 -0.0946506 -0.162506 -0.253477 0.156435 -0.0629839 internal_weight=0 60 9225 1342 893 76 817 797 7883 288 57 43 449 708 414 89 7595 389 7575 369 231 7548 121 40 2783 4765 110 66 95 44 internal_count=9285 60 9225 1342 893 76 817 797 7883 288 57 43 449 708 414 89 7595 389 7575 369 231 7548 121 40 2783 4765 110 66 95 44 cat_boundaries=0 2 3 4 7 cat_threshold=532864 16777217 2272 3087 346112000 105185378 537465616 is_linear=0 shrinkage=0.01 Tree=111 num_leaves=32 num_cat=6 split_feature=0 25 3 24 0 26 10 5 0 1 26 11 7 7 12 7 18 3 24 25 10 25 0 19 0 26 0 24 0 0 0 split_gain=2.68934e+06 1.17377e+06 848648 749076 1.13635e+06 1.096e+06 607604 389874 322004 529147 508382 270296 259749 255753 290497 198358 149536 123991 111041 107812 86624.7 82871.3 72894.1 44480 14373.2 9389.26 11483.5 9360.21 8589.2 5064.09 2824.74 threshold=960.86250000000007 0 85.544000000000025 1 194.45000000000002 2022.5000000000002 788.58750000000009 10.901250000000003 96.632500000000022 68.280000000000015 2022.5000000000002 1.7878000000000001 9.3175000000000008 462.80000000000007 308.62500000000006 74.355000000000004 362.12500000000006 462.80000000000007 2 3 331.12500000000006 4 352.08500000000004 162.56250000000003 35.294070000000012 2022.5000000000002 313.88000000000005 5 254.41050000000004 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 2 9 2 2 2 2 2 1 2 2 2 left_child=1 3 -2 13 6 -6 7 11 16 18 -11 -5 -7 14 17 -9 19 21 22 20 23 -1 28 -3 27 30 -27 -21 -10 -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=0.090933548915581627 1.2792563023567201 -0.023291870473184227 3.8021233606338503 0.41987204988737203 2.9805755621014218 1.317100245735862 2.0529012632369996 -0.60616032354867277 0.10576828136444093 2.3318186088854618 0.39188431496598891 -0.34995891026088166 -0.23775471893094835 -1.0499275398254395 1.0594973031679791 0.48822692264210099 0.80062031245231624 -0.69152025540669759 -0.13891525144162384 -0.061431030331602417 0.54957711573000312 -0.21045558955571422 0.75244241421039293 0.45009001302719115 0.10870195267048288 -0.16083266978793673 -0.444032990478334 -0.10176196726899135 0.33900269937515265 -0.075127479813315662 0.021498696463448659 leaf_weight=234 40 2631 20 659 33 22 20 67 75 22 35 49 21 25 24 22 20 30 23 818 27 136 26 20 47 45 21 4010 20 22 21 leaf_count=234 40 2631 20 659 33 22 20 67 75 22 35 49 21 25 24 22 20 30 23 818 27 136 26 20 47 45 21 4010 20 22 21 internal_value=0 -0.0037899 2.12021 0.26847 0.4353 1.60977 0.331376 0.288176 -0.050416 0.277731 1.14063 0.366593 0.557752 -0.0655873 -0.00909529 -0.335638 -0.0629256 -0.0732108 0.0648071 -0.0652056 -0.0139288 -0.0230776 0.26165 -0.0197205 -0.0930287 -0.160881 -0.250942 -0.0952668 0.15487 0.0500897 -0.062354 internal_weight=0 9225 60 1342 893 76 817 797 7883 288 57 708 43 449 424 89 7595 400 231 7575 2678 370 121 2651 4897 110 66 4828 95 69 44 internal_count=9285 9225 60 1342 893 76 817 797 7883 288 57 708 43 449 424 89 7595 400 231 7575 2678 370 121 2651 4897 110 66 4828 95 69 44 cat_boundaries=0 2 3 4 7 8 9 cat_threshold=532864 16777217 2272 3087 278986752 239403106 536875792 256 66 is_linear=0 shrinkage=0.01 Tree=112 num_leaves=32 num_cat=4 split_feature=0 2 25 24 0 26 10 5 0 1 26 7 14 3 0 0 7 19 2 2 24 7 25 6 0 0 10 26 0 0 0 split_gain=2.63583e+06 2.20005e+06 1.15036e+06 734248 1.11374e+06 1.07419e+06 595513 382115 315600 518617 498265 254580 252996 250968 213948 843409 194411 147745 126654 120382 108831 105829 96068.1 78459.4 71443.5 62686.7 42408.9 9202.41 11255 8418.28 2768.53 threshold=960.86250000000007 98.25500000000001 0 1 194.45000000000002 2022.5000000000002 788.58750000000009 10.901250000000003 96.632500000000022 68.280000000000015 2022.5000000000002 9.3175000000000008 1.1200000000000003 462.80000000000007 173.94850000000002 309.90000000000003 74.355000000000004 247.25750000000002 515.86500000000012 485.55000000000001 2 397.87500000000006 3 99.89997000000001 352.08500000000004 1295.4950000000001 331.12500000000006 2022.5000000000002 313.88000000000005 254.41050000000004 218.97000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 9 2 2 2 2 2 2 2 2 left_child=2 25 3 13 6 -6 7 12 17 20 -11 -7 -5 14 19 -16 -9 18 22 21 24 -1 23 -4 29 -2 -24 30 -29 -10 -22 right_child=1 -3 8 4 5 11 -8 16 9 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 27 -23 26 -25 -26 -27 -28 28 -30 -31 -32 leaf_value=0.013393598825116702 1.1408623428344726 4.8070540809631348 -0.0053049702911137494 0.39833617610889571 2.9507697648713083 1.3039292092756793 2.0323722343444826 -0.6000987283151541 0.10471059881846109 2.3085003914616324 0.38796547960383548 -0.23537718165488472 -0.64623874425888062 -0.87951947021484378 2.2098571395874025 -0.42409862087618921 0.48334466847506435 0.7960591907501221 0.61911499270686399 -0.73849658305828381 -0.13752609501714291 -0.7197080612182617 -0.084395131236227328 0.33727133079313892 0.74491798767676731 0.34911324119567871 0.31277327254966453 -0.15922434086269804 -0.43959266549065001 0.33561266708374021 0.021283712841215587 leaf_weight=316 20 20 1145 684 33 22 20 67 75 22 35 21 24 35 20 31 22 20 27 26 23 21 6305 71 26 20 27 45 21 20 21 leaf_count=316 20 20 1145 684 33 22 20 67 75 22 35 21 24 35 20 31 22 20 27 26 23 21 6305 71 26 20 27 45 21 20 21 internal_value=0 2.09901 -0.00375507 0.265777 0.430947 1.59367 0.328062 0.285294 -0.0499139 0.274953 1.12922 0.552175 0.362927 -0.0649575 0.0023374 0.608825 -0.332281 -0.0622985 -0.0645648 -0.0828716 0.064159 -0.0322893 -0.0670104 0.0145775 0.259034 0.744988 -0.0825712 -0.159272 -0.248432 0.153322 -0.0617305 internal_weight=0 60 9225 1342 893 76 817 797 7883 288 57 43 708 449 414 51 89 7595 7575 363 231 337 7548 1216 121 40 6332 110 66 95 44 internal_count=9285 60 9225 1342 893 76 817 797 7883 288 57 43 708 449 414 51 89 7595 7575 363 231 337 7548 1216 121 40 6332 110 66 95 44 cat_boundaries=0 2 3 4 7 cat_threshold=532864 16777217 2272 3087 346030080 67436578 512 is_linear=0 shrinkage=0.01 Tree=113 num_leaves=28 num_cat=2 split_feature=0 2 25 0 12 12 1 0 0 0 1 0 3 9 1 18 26 2 25 0 0 0 19 12 0 0 0 split_gain=2.58338e+06 2.15627e+06 1.12747e+06 711293 321197 721902 318851 597677 343272 309320 508321 266452 262025 352985 147586 145794 140152 124137 85276.9 62574.6 61439.2 38294.3 35284.1 17653 13647.8 12120.7 8197.49 threshold=960.86250000000007 98.25500000000001 0 173.94850000000002 465.34500000000008 166.11250000000004 259.87500000000006 429.49500000000006 240.75000000000003 96.632500000000022 307.23750000000007 486.41000000000003 10.942500000000003 114.60000000000002 68.280000000000015 362.12500000000006 2022.5000000000002 515.86500000000012 1 343.01500000000004 1295.4950000000001 352.08500000000004 190.42000000000004 724.31250000000011 114.75000000000001 35.294070000000012 429.49500000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=2 20 3 4 5 12 8 -8 -5 15 14 19 13 -1 21 17 -14 18 22 -10 -2 24 -4 -6 -11 -20 -23 right_child=1 -3 9 6 23 -7 7 -9 11 10 -12 -13 16 -15 -16 -17 -18 -19 25 -21 -22 26 -24 -25 -26 -27 -28 leaf_value=0.28952934918218648 1.1294537086486818 4.7589835395812985 -0.028971647254169543 -0.56959053564071649 -0.85840000152587892 2.100400323867798 2.752755233593609 0.49689295768737796 1.0767578642708915 -0.20713677610669817 1.8100938968658449 0.30341407030056683 0.12865780012948175 -0.49577412964867762 0.74379096168118553 0.79099776214361184 -0.50732899399546827 0.61292385030675822 -0.096897706260174021 1.8583249168395997 0.34562214851379397 0.46530865430831908 0.39239710903167729 -0.46322802213522102 0.032992908315720902 0.040674944217388445 0.20394224866231284 leaf_weight=928 20 20 3119 20 20 20 23 24 21 28 20 39 63 61 37 20 77 27 4344 20 20 20 20 26 153 65 30 leaf_count=928 20 20 3119 20 20 20 23 24 21 28 20 39 63 61 37 20 77 27 4344 20 20 20 20 26 153 65 30 internal_value=0 2.07802 -0.00371751 0.263119 0.184333 0.217137 0.921487 1.60083 0.602198 -0.0494148 0.272204 0.895145 0.183775 0.241093 0.157436 -0.0616755 -0.221135 -0.0639268 -0.066348 1.45801 0.737538 0.0635174 -0.0262034 -0.635042 -0.00415423 -0.0946548 0.308489 internal_weight=0 60 9225 1342 1195 1149 147 47 100 7883 288 80 1129 989 268 7595 140 7575 7548 41 40 231 3139 46 181 4409 50 internal_count=9285 60 9225 1342 1195 1149 147 47 100 7883 288 80 1129 989 268 7595 140 7575 7548 41 40 231 3139 46 181 4409 50 cat_boundaries=0 2 5 cat_threshold=532864 16777217 379666432 507838562 537465616 is_linear=0 shrinkage=0.01 Tree=114 num_leaves=24 num_cat=7 split_feature=25 1 10 24 2 2 25 26 24 3 2 4 12 4 1 2 25 24 8 4 1 25 1 split_gain=1.80719e+06 1.28082e+06 1.06934e+06 468347 803812 1.59046e+06 468550 887938 348867 297991 297184 286656 226008 224111 250790 144441 107034 78005.8 65448.8 30316.6 4926.04 5310.36 17.687 threshold=0 1183.6900000000003 1064.4750000000001 1 352.38000000000005 515.86500000000012 2 2022.5000000000002 3 561.85750000000019 1052.6300000000003 644.32500000000016 362.12500000000006 432.41388000000001 206.55000000000004 515.86500000000012 4 5 226.95300000000003 232.70000000000002 103.77628000000001 6 179.01000000000002 decision_type=9 2 2 1 2 2 9 2 1 2 2 2 2 2 2 2 9 1 2 2 2 9 2 left_child=1 2 3 11 6 -6 7 -5 -8 12 -7 13 15 14 -1 16 17 19 -19 -2 21 -18 -22 right_child=9 -3 -4 4 5 10 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 20 18 -20 -21 22 -23 -24 leaf_value=0.11633224287656979 -0.11376207020573276 2.268015309536096 2.5743227682113652 0.11303125907634867 3.7342169644151415 -0.43833453351801088 0.45485423131018693 1.8949567536954528 0.0091118661328858028 1.1358747373308453 1.2459321708679201 -0.81659745912294124 0.80929668029149371 1.1050776581537156 -0.63112568485493559 0.73090890635614814 -0.070775846356862945 -0.0035795364089678101 0.32518733532198013 -0.49279601292176678 -0.20575974893569945 -0.1003046579622467 -0.19314296417236329 leaf_weight=535 517 33 20 58 21 22 312 54 398 21 20 37 30 21 49 23 1057 2592 62 22 20 3336 25 leaf_count=535 517 33 20 58 21 22 312 54 398 21 20 37 30 21 49 23 1057 2592 62 22 20 3336 25 internal_value=0 0.3166 0.27702 0.246931 0.394143 1.4872 0.315163 0.892488 0.208584 -0.0536501 0.363697 0.0372778 -0.0569709 0.0901144 0.0536175 -0.0603662 -0.0627512 -0.0183494 0.00408538 -0.126879 -0.0944427 -0.0935892 -0.19875 internal_weight=0 1580 1547 1527 885 63 822 112 710 7705 42 642 7684 605 584 7654 7631 3193 2654 539 4438 4393 45 internal_count=9285 1580 1547 1527 885 63 822 112 710 7705 42 642 7684 605 584 7654 7631 3193 2654 539 4438 4393 45 cat_boundaries=0 2 3 5 6 9 10 13 cat_threshold=532864 83951617 2500 8320 1 1058 2493595648 440664098 536875792 160 33587264 1579072 87892032 is_linear=0 shrinkage=0.01 Tree=115 num_leaves=28 num_cat=7 split_feature=4 25 2 8 26 24 7 10 1 2 3 11 8 3 10 25 2 11 24 25 6 25 24 6 11 1 4 split_gain=2.44263e+06 1.66973e+06 1.24932e+06 1.24885e+06 721118 631694 963712 626066 392465 376322 376269 327432 287972 262314 228160 157036 147103 131885 83835.4 128747 46984.4 11529.8 13014.5 11561.7 8836.5 7520.44 2608.76 threshold=1422.3575000000001 0 352.38000000000005 130.94000000000003 2022.5000000000002 1 548.95500000000004 52.547500000000007 160.85000000000005 164.55774000000002 619.41500000000008 91.390500000000017 1.1200000000000003 575.22000000000014 52.547500000000007 2 665.43750000000011 360.14500000000004 3 4 366.17750000000007 5 6 103.13625000000002 71.288140000000013 68.280000000000015 81.356250000000017 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 2 2 9 2 2 1 9 2 9 1 2 2 2 2 left_child=1 2 5 4 8 6 7 12 -4 10 14 -9 -1 15 -7 17 -6 18 19 -3 -20 22 24 -24 -17 26 -23 right_child=-2 13 3 -5 16 9 -8 11 -10 -11 -12 -13 -14 -15 -16 21 -18 -19 20 -21 -22 25 23 -25 -26 -27 -28 leaf_value=0.36466190554709926 3.50703932094574 0.20423227007635711 0.93052233728869216 3.6175359306335451 0.46093977973574685 -0.064022308209813736 2.5758088220868793 2.0735285815596582 2.751416749000549 0.99888878292507599 1.0337430756886801 0.44245898628234864 -0.4872985742258471 1.0962805662155151 -0.92263171456076876 -0.011258783564848059 -0.73739373207092285 0.63465851624806724 0.032079533769349966 -0.1182961873406152 0.5076134327479771 -0.097287517930906398 -0.10058228046663346 0.1386868004571824 -0.21595013748515737 0.050727014098848618 0.0013736882033171477 leaf_weight=513 20 135 29 20 21 498 21 32 20 36 30 20 43 20 33 510 20 33 1960 887 21 3625 527 21 22 35 27 leaf_count=513 20 135 29 20 21 498 21 32 20 36 30 20 43 20 33 510 20 33 1960 887 21 3625 527 21 22 35 27 internal_value=0 0.00849604 0.333841 1.35724 0.854948 0.244742 0.462303 0.396908 1.67374 0.00764799 -0.0558247 1.44619 0.298773 -0.047432 -0.117382 -0.0504243 -0.123613 0.00590332 -0.000986424 -0.074126 0.0369341 -0.0861298 -0.0555847 -0.089775 -0.0193596 -0.0949025 -0.0965581 internal_weight=0 9159 1336 110 90 1226 629 608 49 597 561 52 556 7823 531 7803 41 3036 3003 1022 1981 4767 1080 548 532 3687 3652 internal_count=9179 9159 1336 110 90 1226 629 608 49 597 561 52 556 7823 531 7803 41 3036 3003 1022 1981 4767 1080 548 532 3687 3652 cat_boundaries=0 2 3 6 7 9 12 13 cat_threshold=17310080 1 1055 2493517824 2365653026 536875792 2272 0 67174432 81920 274995264 67960832 1385 is_linear=0 shrinkage=0.01 Tree=116 num_leaves=25 num_cat=8 split_feature=0 2 5 25 10 24 1 25 1 0 1 26 0 0 19 24 26 25 24 25 25 10 6 26 split_gain=2.38917e+06 2.52909e+06 1.86821e+06 1.02526e+06 557651 669000 873402 1.01686e+06 445520 273910 567393 310952 234435 288755 208337 116912 87474.8 82545.9 87104.5 119840 46021.7 38065.2 18914.9 4407.73 threshold=1165.3425000000004 49.650000000000006 1435.0600000000002 0 1064.4750000000001 1 9.775500000000001 2 497.97750000000002 96.632500000000022 68.280000000000015 2022.5000000000002 173.94850000000002 309.90000000000003 162.56250000000003 3 2022.5000000000002 4 5 6 7 262.12000000000006 303.97500000000008 2022.5000000000002 decision_type=2 2 2 9 2 1 2 9 2 2 2 2 2 2 2 1 2 9 1 9 9 2 2 2 left_child=2 -2 3 4 5 6 7 -1 -8 17 15 -12 14 -14 -7 23 -17 18 19 -5 -20 22 -19 -11 right_child=1 -3 -4 9 -6 12 8 -9 -10 10 11 -13 13 -15 -16 16 -18 21 20 -21 -22 -23 -24 -25 leaf_value=0.057639603238974886 0.33150400293284449 4.9538930454254153 3.0571058959960937 -0.014544533817300496 1.8214084226434881 -0.061798934181137848 2.0985730726822562 1.022065823171046 0.44007868804931638 -0.13294349489540891 1.9232932843102351 0.45538737773895266 1.2866128109347434 0.11370810171274039 0.97316615867614742 0.69211993844168529 0.07684146123773912 -0.083271508929890076 -0.22601985927452059 0.26763570515577462 -0.030393473223828349 0.35503080892562866 0.19808343092600506 -0.25470275644396173 leaf_weight=396 29 20 20 403 22 707 46 144 25 58 27 31 31 65 20 35 68 5427 126 232 1142 20 24 61 leaf_count=396 29 20 20 403 22 707 46 144 25 58 27 31 31 65 20 35 68 5427 126 232 1142 20 24 61 internal_value=0 2.21819 0.0041395 -0.00256295 0.239737 0.217143 0.464309 0.334814 1.5146 -0.0489044 0.258028 1.13872 0.0276681 0.492459 -0.0333267 0.0279362 0.260614 -0.0606253 -0.00365449 0.0911022 -0.0514491 -0.0802882 -0.0820327 -0.180214 internal_weight=0 49 9130 9110 1456 1434 611 540 71 7654 280 58 823 96 727 222 103 7374 1903 635 1268 5471 5451 119 internal_count=9179 49 9130 9110 1456 1434 611 540 71 7654 280 58 823 96 727 222 103 7374 1903 635 1268 5471 5451 119 cat_boundaries=0 2 3 5 6 9 10 13 15 cat_threshold=17310080 67108865 539 16777600 67108864 2992 346030080 2300641314 536871424 1298 268435456 65570 536870912 67108864 2164260864 is_linear=0 shrinkage=0.01 Tree=117 num_leaves=24 num_cat=6 split_feature=4 0 25 1 24 19 0 0 24 0 24 1 0 0 4 11 0 25 0 24 0 1 0 split_gain=2.37759e+06 1.81083e+06 1.04749e+06 664542 632255 1.25079e+06 678889 702570 398938 326048 594708 706371 212061 522058 193549 143710 110508 77765.1 45092.2 42742.8 13885.5 11556.2 4275.35 threshold=1422.3575000000001 1219.7885000000003 0 210.75000000000003 1 113.10000000000002 352.08500000000004 540.74500000000012 2 143.49000000000004 3 68.280000000000015 303.37500000000006 173.94850000000002 174.37500000000003 360.14500000000004 352.08500000000004 4 509.79100000000005 5 38.643750000000004 72.935000000000016 391.73750000000007 decision_type=2 2 9 2 1 2 2 2 1 2 1 2 2 2 2 2 2 9 2 1 2 2 2 left_child=1 2 4 -3 12 6 8 -8 -6 15 11 16 13 14 -1 17 -11 19 -14 -4 -19 22 -12 right_child=-2 3 9 -5 5 -7 7 -9 -10 10 21 -13 18 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 leaf_value=0.0029001690972998264 3.459942288398743 0.89634342525316324 0.051056022780225765 3.3887372274398802 -0.021830953673312538 2.7142939410002334 2.8654134423392161 0.53905355677885169 0.44041368367738815 0.17377193378952313 -0.17100182966182106 2.308927597558057 -1.0609724445343018 1.5916709499359132 -0.81028480499982836 0.62229341137793759 0.98032938537597658 -0.093341232748485492 -0.4239250534057617 -0.041337651589736693 0.041417994743738425 -0.39150683539254327 -0.020247530364990236 leaf_weight=343 20 23 594 20 294 23 21 34 525 53 76 27 20 20 32 31 25 3877 25 2972 78 21 25 leaf_count=343 20 23 594 20 294 23 21 34 525 53 76 27 20 20 32 31 25 3877 25 2972 78 21 25 internal_value=0 0.0082901 -0.001367 2.0556 0.256122 0.407845 0.351815 1.4273 0.279591 -0.0458927 0.327468 0.835297 -0.0553745 0.017466 -0.0664916 -0.057176 0.432284 -0.0599767 -0.707057 -0.0258476 -0.0904548 -0.164576 -0.133686 internal_weight=0 9159 9116 43 1337 897 874 55 819 7779 227 105 440 395 375 7552 78 7521 45 3566 3955 122 101 internal_count=9179 9159 9116 43 1337 897 874 55 819 7779 227 105 440 395 375 7552 78 7521 45 3566 3955 122 101 cat_boundaries=0 2 3 4 5 8 9 cat_threshold=17310080 65537 2272 1284 1117 379654144 2640582754 604574480 1026 is_linear=0 shrinkage=0.01 Tree=118 num_leaves=19 num_cat=2 split_feature=4 0 1 11 1 0 0 26 10 24 0 0 1 18 24 1 26 4 split_gain=2.33027e+06 1.77479e+06 757898 1.00161e+06 651318 613359 519909 709350 393160 356912 272208 246923 204286 132018 131753 130597 122088 65911.6 threshold=1422.3575000000001 1219.7885000000003 48.619320000000009 285.37500000000006 210.75000000000003 143.49000000000004 254.41050000000004 2022.5000000000002 1064.4750000000001 0 293.81250000000006 360.99000000000007 563.68750000000011 458.71125000000006 1 98.63000000000001 2022.5000000000002 174.37500000000003 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 2 2 left_child=1 2 8 5 -3 9 7 -7 10 15 13 -12 -8 14 -1 -4 -13 -11 right_child=-2 4 3 -5 -6 6 12 -9 -10 17 11 16 -14 -15 -16 -17 -18 -19 leaf_value=0.0091868376136496014 3.4253428001403807 0.88738001947817591 -0.032819959640502931 2.1369741497039794 3.3548498344421387 3.1600428876876836 0.77836475033230257 0.52857891355242048 1.3423072142828079 -0.15590836792963522 1.2696874095775463 0.56540937087115117 -0.38015493144159734 0.66322785412823704 -0.071023113648380265 0.79399113443162705 -0.09756294633521409 0.35380734005144671 leaf_weight=3549 20 23 25 30 20 20 45 21 21 270 27 51 23 27 4837 81 61 28 leaf_count=3549 20 23 25 30 20 20 45 21 21 270 27 51 23 27 4837 81 61 28 internal_value=0 0.00821188 -0.00134863 0.360953 2.03504 0.257092 0.922788 1.81222 -0.0242962 0.0774855 -0.027652 0.411267 0.386513 -0.0349038 -0.0371516 0.547352 0.204326 -0.104509 internal_weight=0 9159 9116 543 43 513 109 41 8573 404 8552 139 68 8413 8386 106 112 298 internal_count=9179 9159 9116 543 43 513 109 41 8573 404 8552 139 68 8413 8386 106 112 298 cat_boundaries=0 1 2 cat_threshold=2569 1051 is_linear=0 shrinkage=0.01 Tree=119 num_leaves=27 num_cat=7 split_feature=4 0 1 25 24 1 25 10 19 1 0 24 0 1 0 1 24 25 24 6 0 6 10 10 0 0 split_gain=2.2839e+06 1.74302e+06 1.05617e+06 980342 737423 883325 808038 420105 449307 348100 310946 261482 229392 561467 298582 120660 110890 85693.2 81911.5 92109.9 72693.3 38067.3 33586.1 19925.3 4787.24 2897.19 threshold=1422.3575000000001 960.86250000000007 330.61600000000004 0 1 9.775500000000001 2 523.74000000000012 113.10000000000002 497.97750000000002 172.12500000000003 3 96.632500000000022 68.280000000000015 232.70000000000002 235.50000000000003 4 5 6 47.808000000000007 284.92500000000007 303.97500000000008 219.79500000000002 147.46662000000001 232.70000000000002 1335.1525000000004 decision_type=2 2 2 9 1 2 9 2 2 2 2 1 2 2 2 2 1 9 1 2 2 2 2 2 2 2 left_child=1 3 25 4 5 6 11 8 10 15 -6 -1 17 16 -15 -7 24 18 19 -5 -18 23 -20 -19 -14 -3 right_child=-2 2 -4 12 7 9 -8 -9 -10 -11 -12 -13 13 14 -16 -17 20 21 22 -21 -22 -23 -24 -25 -26 -27 leaf_value=-0.26958742380142214 3.391089365005493 0.83676749851392662 3.4849878438313802 0.10136732734049471 -0.11709901412087986 1.6239087161311399 0.8768189833006883 1.3707856725609822 1.3460658645629884 0.57976788361867271 0.52538839676800897 0.28341074111326686 -0.17955753956810902 1.712587781793931 0.255785497824351 2.6486955175399785 0.045758241888594953 -0.082056261573502876 -0.025020128550419143 0.80135112905502326 0.58052248001098639 0.31067963333129883 -0.38067906344378438 0.14478953116979354 -0.31483354122080703 0.67430935541788739 leaf_weight=134 20 23 21 313 662 27 187 23 24 24 85 202 59 34 24 20 73 5407 1599 20 39 25 27 39 47 21 leaf_count=134 20 23 21 313 662 27 187 23 24 24 85 202 59 34 24 20 73 5407 1599 20 39 25 27 39 47 21 internal_value=0 0.00812908 1.63986 -0.00353383 0.24013 0.504519 0.370929 0.0385225 -0.00072108 1.55963 -0.0439913 0.0614523 -0.0476722 0.23535 1.10977 2.05999 0.00270485 -0.0582497 -0.00128518 0.139227 0.212957 -0.0785011 -0.0307369 -0.0804318 -0.218889 0.759231 internal_weight=0 9159 65 9094 1388 594 523 794 771 71 747 336 7706 276 58 47 218 7430 1959 333 112 5471 1626 5446 106 44 internal_count=9179 9159 65 9094 1388 594 523 794 771 71 747 336 7706 276 58 47 218 7430 1959 333 112 5471 1626 5446 106 44 cat_boundaries=0 2 3 4 5 6 9 10 cat_threshold=17310080 134217729 539 16777600 17 1008 346030080 2233532450 536871424 1026 is_linear=0 shrinkage=0.01 Tree=120 num_leaves=36 num_cat=7 split_feature=7 7 11 25 1 0 0 1 1 24 0 2 7 14 0 1 26 0 7 7 0 25 24 10 25 25 26 1 6 6 25 0 26 9 26 split_gain=1.75429e+06 2.18296e+06 997533 899985 842938 849610 1.85173e+06 681111 493748 270319 441344 219759 211799 241906 128531 93577.6 258682 84304.6 64000.9 154062 56526.6 51372.2 35530.9 38485.8 36553 26566.3 19799.8 13591.4 11262.4 18710 10158.9 7358.81 5843.59 3399.25 8.61348 threshold=366.17750000000007 441.88278000000008 86.350000000000023 0 256.61250000000007 90.300000000000026 252.37200000000004 515.86500000000012 190.53000000000003 1 806.46500000000003 67.485000000000014 241.87500000000003 1.1200000000000003 32.28126000000001 660.10000000000002 2022.5000000000002 352.08500000000004 648.00000000000011 1060.8750000000002 433.55000000000007 2 3 96.07050000000001 4 5 2022.5000000000002 119.77250000000002 97.950000000000017 165.55000000000004 6 152.19250000000002 2022.5000000000002 14.332500000000001 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 9 1 2 9 9 2 2 2 2 9 2 2 2 2 left_child=3 -2 8 4 9 11 -7 -8 18 14 12 15 13 -11 26 16 -6 21 -3 -20 -19 22 24 25 32 -24 -1 -26 30 -30 34 -32 -5 -25 -23 right_child=1 2 -4 17 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 20 19 -21 -22 28 23 33 27 -27 -28 -29 29 -31 31 -33 -34 -35 -36 leaf_value=-0.30216305055480075 4.0848784778231666 -0.56302199455999558 2.5103029988028784 -0.023466795682907104 0.020000058954412286 4.2652153511047359 1.9007645579179129 -0.41453155941433378 1.5516824455261229 0.13999747469755155 1.2964633207610161 -0.52130501853095157 1.0407217689514159 -0.47021389217937698 -1.0481993308067323 0.022037503615669581 1.5212236412366233 0.74320583534240725 0.60356461193250577 -0.55387572827546494 0.086405155784205392 -0.20901027774810793 0.044655438497954725 -0.19192640324137106 -0.15259816408907093 -0.032609281046094146 -0.053778039137522375 -0.3862911941387035 0.29325102424621585 -0.12495680809020997 -0.089173207677993124 -0.26853375269019086 0.12302760556059063 -0.34048544406890868 -0.21477029977021395 leaf_weight=69 21 31 22 56 22 20 24 27 20 1456 33 27 25 68 20 23 24 20 23 23 38 50 602 67 318 1627 60 27 20 23 4196 23 53 20 54 leaf_count=69 21 31 22 56 22 20 24 27 20 1456 33 27 25 68 20 23 24 20 23 23 38 50 602 67 318 1627 60 27 20 23 4196 23 53 20 54 internal_value=0 1.11237 0.587811 -0.0156173 0.177534 0.856954 1.68634 0.67502 0.151782 0.113012 0.15117 0.243552 0.127747 0.11277 -0.28327 0.542844 0.803247 -0.0667306 -0.211829 0.0248444 0.312888 -0.0699096 -0.0357809 -0.0196565 -0.11584 -0.0116879 -0.186635 -0.166073 -0.0912715 0.0695585 -0.0930824 -0.0899378 0.0437506 -0.226078 -0.193404 internal_weight=0 140 119 9092 1898 167 71 51 97 1731 1582 96 1549 1524 149 69 46 7194 77 46 58 7136 2770 2316 454 2229 129 345 4366 43 4323 4219 109 87 104 internal_count=9232 140 119 9092 1898 167 71 51 97 1731 1582 96 1549 1524 149 69 46 7194 77 46 58 7136 2770 2316 454 2229 129 345 4366 43 4323 4219 109 87 104 cat_boundaries=0 3 4 7 8 10 13 16 cat_threshold=25698688 2147483648 16 128 102842368 1594101986 536973572 132 33554432 33558594 0 486539266 256 0 2162688 524800 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=1.60334e+06 1.18688e+06 3.23106e+06 628537 872434 892691 474188 351933 787180 291767 227505 202492 183262 121512 123801 30162.2 threshold=1530.8125000000002 308.62500000000006 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=-0.034845097694118816 2.7614740753173828 -0.23818559066109035 3.5878929850634407 0.63931538032762936 0.50469140529632572 3.3167349767684939 -1.3517599444919162 -0.36751672886036063 2.1215382941563927 -0.87989087422688794 1.3017407436370849 0.64696229587901732 -0.51924238468038619 0.74929333782196039 0.33794461086061267 -0.73098570293850373 leaf_weight=8747 21 23 34 33 44 20 27 27 24 24 20 22 29 20 90 27 leaf_count=8747 21 23 34 33 44 20 27 27 24 24 20 22 29 20 90 27 internal_value=0 -0.00481904 1.04723 -0.017067 0.585282 1.64966 -0.0285274 -0.0245168 0.803803 0.103127 0.356809 -0.152524 0.0979232 -0.0292863 -0.0310484 -0.504298 internal_weight=0 9211 106 9105 170 53 8935 8908 51 117 93 72 73 8857 8837 50 internal_count=9232 9211 106 9105 170 53 8935 8908 51 117 93 72 73 8857 8837 50 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 17 2 4 3 split_gain=1.64571e+06 1.52141e+06 704524 512241 494730 891326 492513 443977 378595 329925 256108 234081 230469 192543 226777 162494 142934 84988.1 56936.9 51906.8 47786.5 34560.2 17729.9 12853.7 13990.7 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 2 457.74500000000006 164.55774000000002 425.10000000000002 6.0193500000000002 288.59250000000003 285.37500000000006 221.27241000000004 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 21 -21 -2 23 24 -19 right_child=11 -3 3 -5 5 9 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26 leaf_value=-0.11663028249902241 -0.0189351169551241 3.0687747879028322 1.2853139618464879 2.6463804445266725 1.0780797424316406 0.12823010349273684 0.40859013202653005 -0.78410118865966794 2.7833794444540274 -0.96087921905517582 -0.58477361325864441 0.93324637313683823 0.77810912999239834 0.73937668561935421 -0.96798653166634696 1.1830921421880307 0.11857848212832497 -0.087210421339977487 -0.4944257507324219 0.26089199933685175 -0.14245192160973183 -0.22711357326769246 -0.35200524826049806 0.16798221015930176 0.17784622859954832 leaf_weight=295 2900 20 21 20 30 40 670 35 23 20 27 24 33 23 35 23 21 4642 25 119 39 82 25 20 20 leaf_count=295 2900 20 21 20 30 40 670 35 23 20 27 24 33 23 35 23 21 4642 25 119 39 82 25 20 20 internal_value=0 0.329407 0.289272 1.32918 0.236467 0.805021 0.165201 0.310678 1.81812 0.158105 0.37011 -0.052783 -0.0558434 -0.141267 -0.206926 0.513338 0.701946 -0.0593394 -0.0190253 -0.0153008 0.161332 -0.0246597 -0.0862231 -0.0849881 -0.0860733 internal_weight=0 1303 1283 62 1221 136 1085 732 53 83 697 7929 7905 353 330 63 42 7872 3165 3140 158 2982 4707 4682 4662 internal_count=9232 1303 1283 62 1221 136 1085 732 53 83 697 7929 7905 353 330 63 42 7872 3165 3140 158 2982 4707 4682 4662 cat_boundaries=0 1 2 5 cat_threshold=17310080 1424 2189508608 3741319266 536936720 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 7 14 0 1 6 26 3 split_gain=1.68466e+06 3.72044e+06 647567 917806 596014 335789 358056 316725 576598 249755 231269 202518 173896 163675 140972 91097.5 91064.4 338544 73439.7 38733.3 19779.4 13830.4 13720.8 13150.8 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 1 231.15000000000003 74.355000000000004 73.160000000000011 172.12500000000003 652.50000000000011 62.300000000000004 2022.5000000000002 185.10000000000002 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 23 22 -14 -7 -1 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=-0.11871941646872378 0.42455823615745258 4.7667879237299386 0.077590235301426488 1.8943920235756115 1.9908471356267514 -0.45175990828152357 1.7274522018432616 -0.37902104110717771 1.6933360583206705 0.5171493812229323 -0.91079729843139645 -0.33277598545469089 -0.42548137996507729 0.6070905957903181 1.1387406829095656 -0.022319188922567398 0.039981722399692408 1.3961996696108865 -0.25423703059018088 -0.5627779715401785 -0.63512795535000888 -0.78043391182309108 -0.16124943810540276 -0.35223954505920413 leaf_weight=682 27 23 21 39 23 29 24 25 29 23 30 29 23 21 31 7718 149 21 139 21 22 21 37 25 leaf_count=682 27 23 21 39 23 29 24 25 29 23 30 29 23 21 31 7718 149 21 139 21 22 21 37 25 internal_value=0 1.09006 -0.0153185 0.483513 0.36728 0.22639 0.597728 -0.0295966 0.733911 1.254 -0.0342898 0.336788 -0.207213 -0.170514 0.710199 -0.0312863 -0.021441 0.207515 -0.0264221 -0.137657 -0.375455 -0.594891 -0.288898 -0.126977 internal_weight=0 140 9092 253 117 214 105 8839 54 46 8785 81 71 109 52 8755 8027 170 7857 728 88 44 66 707 internal_count=9232 140 9092 253 117 214 105 8839 54 46 8785 81 71 109 52 8755 8027 170 7857 728 88 44 66 707 cat_boundaries=0 1 2 cat_threshold=1084 128 is_linear=0 shrinkage=0.01 Tree=124 num_leaves=45 num_cat=13 split_feature=7 4 25 1 1 1 8 5 4 24 25 5 4 6 7 5 7 26 25 1 4 25 24 13 25 25 24 6 1 26 1 24 25 25 6 6 26 1 1 4 26 11 25 26 split_gain=1.65113e+06 3.6464e+06 852965 725455 678640 645020 584153 373471 362045 312151 277795 360362 262543 260139 206898 200817 170435 120841 119438 70510.6 45944.4 43068.7 45750.5 120954 56265.9 48639 36943.7 30634.7 25696.2 21692.7 18643.3 18277.4 80381.9 43849.4 18243.5 13555.2 8831.21 3182.97 5687.12 1162.4 853.804 701.664 623.266 352.317 threshold=366.17750000000007 540.74500000000012 0 256.61250000000007 497.97750000000002 378.05000000000007 21.101500000000005 43.440000000000005 457.74500000000006 1 2 198.00000000000003 38.368750000000013 123.63250000000001 157.50375000000003 66.112500000000011 563.68750000000011 2022.5000000000002 3 904.12500000000011 1120.4650000000004 4 5 109.09500000000001 6 7 8 128.50500000000002 352.38000000000005 2022.5000000000002 107.39000000000001 9 10 11 144.56250000000003 62.300000000000004 2022.5000000000002 77.02500000000002 29.857500000000002 677.46500000000015 2022.5000000000002 8.2030000000000012 12 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 1 9 2 2 2 2 2 2 2 9 2 2 9 1 2 9 9 1 2 2 2 2 1 9 9 2 2 2 2 2 2 2 2 9 2 left_child=2 6 3 8 5 12 16 -8 9 14 13 -12 -5 -11 18 17 -2 -6 -1 -19 39 22 23 25 26 40 30 -27 34 -28 -24 32 36 43 -26 -18 -23 38 -35 -10 -4 42 -34 -33 right_child=1 -3 21 4 15 -7 7 -9 20 10 11 -13 -14 -15 -16 -17 35 19 -20 -21 -22 31 24 -25 28 27 29 -29 -30 -31 -32 33 41 37 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 leaf_value=-0.24435896595319112 0.42031266812924983 4.7191198655833366 -0.21869645464009252 0.16205354075278006 0.91523403294881189 2.5495504245162013 0.41563079261779784 2.2245862434023902 -0.51298418617248542 -0.046741117117113602 0.38488747159014225 -0.5888667640686035 1.6316200733184816 1.0250734599431355 0.89305258750915528 -0.70073695755004883 -0.42122656614884085 0.49549920845031736 0.044192286544031907 -0.34420669555664063 -1.0430439662933351 0.12191517564116933 -0.032723736580382003 0.76401441347031362 -0.12028702991693244 0.033188664371091539 0.22385173421215129 -0.26800156293596539 0.2482894344329834 0.018918521187522196 -0.34370760736011319 -0.28603903872680059 -0.042293135085992056 -0.090961220151340269 0.10534173192204657 -0.77262958526611325 0.29665533169833097 -0.20300256843566897 0.060498262405395506 -0.40646064307008473 -0.16714149369133843 -0.023481471121311187 -0.086973191918601298 -0.25702468170208881 leaf_weight=266 27 23 58 31 30 32 25 21 20 401 762 40 20 24 22 20 23 20 298 20 20 61 235 21 1139 961 108 35 20 99 21 79 103 2970 37 21 55 25 25 21 72 20 812 89 leaf_count=266 27 23 58 31 30 32 25 21 20 401 762 40 20 24 22 20 23 20 298 20 20 61 235 21 1139 961 108 35 20 99 21 79 103 2970 37 21 55 25 25 21 72 20 812 89 internal_value=0 1.07916 -0.0151653 0.164053 0.78445 1.43665 0.363608 1.24146 0.107656 0.133151 0.222788 0.332179 0.738354 0.013468 -0.0573569 0.182979 -0.205141 0.43547 -0.0954465 0.0756463 -0.650102 -0.0673763 -0.0366344 0.0119619 -0.0701034 -0.00195766 0.0235539 0.02238 -0.106255 0.120041 -0.0560449 -0.0875918 -0.0499414 -0.0998092 -0.113188 -0.588942 0.188515 -0.0903358 -0.089697 -0.458423 -0.176561 -0.0812071 -0.0833564 -0.255462 internal_weight=0 140 9092 2047 173 83 117 46 1874 1813 1227 802 51 425 586 90 71 70 564 40 61 7045 2806 1147 1659 1126 463 996 1196 207 256 4239 1051 3188 1176 44 116 3020 2995 41 130 935 915 168 internal_count=9232 140 9092 2047 173 83 117 46 1874 1813 1227 802 51 425 586 90 71 70 564 40 61 7045 2806 1147 1659 1126 463 996 1196 207 256 4239 1051 3188 1176 44 116 3020 2995 41 130 935 915 168 cat_boundaries=0 3 4 7 9 12 13 16 19 20 21 24 26 28 cat_threshold=25698688 2214592512 16 1424 8388608 0 16 8448 67108864 2449555456 1526730978 536973572 583 0 1526726720 69632 0 1090519104 69632 424 280 2097152 262145 67108864 2097152 65537 67110913 2052 is_linear=0 shrinkage=0.01 Tree=125 num_leaves=28 num_cat=5 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 8 8 2 24 split_gain=2.71363e+06 2.15157e+06 839010 758458 746298 685269 1.53579e+06 493600 755509 522346 473060 324636 196299 192463 133287 114569 108541 112012 124676 59716 64106.3 269385 47688.7 31091.8 21310.7 19899.3 12981 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1 96.07050000000001 293.81250000000006 1335.1525000000004 117.08000000000003 271.12500000000006 174.37500000000003 444.37800000000004 660.10000000000002 2 226.95300000000003 271.12500000000006 3 217.52000000000004 254.41050000000004 260.48750000000007 458.03625000000005 330.33750000000003 228.76800000000003 4 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 1 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 24 -20 26 -21 right_child=1 -3 16 5 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 -17 17 18 23 25 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.26510127231443131 1.8149143829345704 4.4793553360648772 -0.3341620006940223 0.42710003481970893 2.035075586795807 3.9653603677749634 0.50919787300957575 0.082420350161066816 1.7080901556429655 1.2132831087361935 -0.2879615116119385 0.35710356153290845 0.78999169659614565 1.1146616222547447 0.48653484153747556 -0.41748011293082399 -0.041980938695329657 0.96218003273010255 0.022799335207257951 -0.061342578826883092 1.1699513854151187 -0.061552959833389674 0.43654404736700514 -0.18230949331212926 0.46816006963903256 -0.33648686558008195 -0.098349837750488209 leaf_weight=419 20 23 141 36 20 20 36 815 46 43 23 29 20 23 25 29 2514 21 21 1581 23 78 21 27 22 32 3131 leaf_count=419 20 23 141 36 20 20 36 815 46 43 23 29 20 23 25 29 2514 21 21 1581 23 78 21 27 22 32 3131 internal_value=0 2.01061 -0.0243692 0.186126 0.11705 0.878779 1.74354 0.0895903 0.220861 0.139095 0.69012 1.18571 -0.175346 0.328476 -0.222779 0.0502874 -0.0676912 -0.0622221 0.286393 -0.0666051 -0.0280669 0.218889 -0.0380168 0.0836564 0.250658 -0.0877746 -0.0862718 internal_weight=0 66 9173 1561 1417 144 56 1397 933 858 43 75 464 88 444 65 7612 7471 91 7380 2636 101 2535 70 43 4744 4712 internal_count=9239 66 9173 1561 1417 144 56 1397 933 858 43 75 464 88 444 65 7612 7471 91 7380 2636 101 2535 70 43 4744 4712 cat_boundaries=0 3 4 5 8 9 cat_threshold=17301760 2147483648 16 673 8320 2258718720 1294008544 536871168 564 is_linear=0 shrinkage=0.01 Tree=126 num_leaves=34 num_cat=12 split_feature=1 25 20 1 1 3 24 8 26 24 4 11 9 25 8 8 4 26 24 25 25 25 24 9 24 1 9 24 25 1 26 26 26 split_gain=2.51504e+06 917256 938282 710945 816619 1.0369e+06 487961 350563 245697 181360 166442 122022 112978 97072.4 101734 155765 91228.5 84335.8 79592.4 76886.2 54480.5 44664.4 37382.6 36518.6 32220.8 26468.3 14783.1 6845.2 19611.7 9717.09 3708.86 2337.14 1473.37 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 2022.5000000000002 4 5 6 7 8 171.03750000000002 9 169.17500000000004 172.89900000000003 10 11 199.87500000000003 2022.5000000000002 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 1 2 2 1 2 2 2 9 2 2 2 2 1 9 9 9 1 2 1 2 2 1 9 2 2 2 2 left_child=1 2 3 6 5 17 7 10 -6 16 -1 -11 -9 14 18 -16 -8 -5 19 31 22 24 -20 -21 30 -22 27 28 -23 -29 -15 -3 -26 right_child=-2 13 -4 4 8 -7 9 12 -10 11 -12 -13 -14 21 15 -17 -18 -19 20 23 25 26 -24 -25 32 -27 -28 29 -30 -31 -32 -33 -34 leaf_value=0.28770473643129035 2.9305520906119513 0.23854332906549627 1.9487227888107299 0.3696027027476918 0.67623495483398444 3.5153717756271363 -0.22167085380407803 0.68050633854336218 -0.5741765658060709 0.070704475187442523 -0.45487081050872802 -0.62975858541635366 1.6342611909949261 -0.13029861000348938 0.9037054303487142 -0.071946581337187024 -0.84688399058121899 1.1791679413087908 -0.11796192244197545 0.01376709346060833 -0.12262125108406129 0.017531843313500901 0.060118874793066331 -0.32371057914965079 -0.29461147375667796 -0.40028140809800888 0.14941926638285319 -0.094880693977290154 -0.08095747419437134 -0.31611963605880739 -0.01408925725702654 0.32809178936866018 -0.35421298439120075 leaf_weight=532 29 55 30 22 30 20 228 27 33 572 32 26 23 53 30 36 26 31 168 1131 741 232 339 33 85 36 27 2690 1702 20 57 62 81 leaf_count=532 29 55 30 22 30 20 228 27 33 572 32 26 23 53 30 36 26 31 168 1131 741 232 339 33 85 36 27 2690 1702 20 57 62 81 internal_value=0 -0.0189973 0.195352 0.163737 0.855383 1.57525 0.099573 0.311642 0.0212575 -0.0562537 0.245573 0.0395876 1.11923 -0.0653312 -0.0160611 0.371532 -0.274848 0.843122 -0.0260969 0.0297054 -0.0813665 -0.0914496 -3.0435e-05 0.00416366 -0.214833 -0.133764 -0.0837158 -0.0852515 -0.0691134 -0.0961586 -0.0642409 0.263477 -0.305302 internal_weight=0 9210 1632 1602 136 73 1466 614 63 852 564 598 50 7578 2631 66 254 53 2565 1281 1284 4947 507 1164 276 777 4671 4644 1934 2710 110 117 166 internal_count=9239 9210 1632 1602 136 73 1466 614 63 852 564 598 50 7578 2631 66 254 53 2565 1281 1284 4947 507 1164 276 777 4671 4644 1934 2710 110 117 166 cat_boundaries=0 3 4 5 8 9 11 13 16 17 18 19 21 cat_threshold=17301760 2147549184 16 342 129 2258718848 1293942880 536871168 1115 128 150994944 2181042176 1140850784 8192 1310721 524800 384 122 628 268435456 33554562 is_linear=0 shrinkage=0.01 Tree=127 num_leaves=28 num_cat=5 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 8 8 2 24 split_gain=2.63871e+06 2.09733e+06 804563 725216 717482 668150 1.4998e+06 475644 737862 511812 463689 320378 192673 187183 130774 112007 106378 107783 120522 57237.1 62762.4 265423 46915.1 30071.5 21357.6 19480.7 12595.4 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1 96.07050000000001 293.81250000000006 1335.1525000000004 117.08000000000003 271.12500000000006 174.37500000000003 444.37800000000004 660.10000000000002 2 226.95300000000003 271.12500000000006 3 217.52000000000004 360.99000000000007 260.48750000000007 458.03625000000005 330.33750000000003 228.76800000000003 4 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 1 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 24 -20 26 -21 right_child=1 -3 16 5 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 -17 17 18 23 25 21 -23 -24 -25 -26 -27 -28 leaf_value=-0.2612699862112578 1.7925696449279787 4.4201444236091945 -0.33018435143477076 0.41429874367184111 1.9952376146316528 3.9089742407798771 0.49355733765496146 0.079621717377674359 1.6889845868815547 1.1990227183075839 -0.28937252749567444 0.34688732344528722 0.7840260841846467 1.091397065701692 0.48324922981262208 -0.42078139864165209 -0.041332877564140988 0.94541663215273897 0.017783099583217079 -0.059983498976337021 0.70465320299256518 -0.32187682588895167 0.4332948410794849 -0.17991190097950124 0.4636340032924306 -0.3320939588546753 -0.09641689778030138 leaf_weight=419 20 23 141 36 20 20 36 815 46 43 23 29 20 23 25 29 2514 21 21 1581 53 48 21 27 22 32 3131 leaf_count=419 20 23 141 36 20 20 36 815 46 43 23 29 20 23 25 29 2514 21 21 1581 53 48 21 27 22 32 3131 internal_value=0 1.98271 -0.0239781 0.182151 0.114606 0.859457 1.71335 0.0876824 0.216546 0.135722 0.678973 1.17004 -0.172385 0.316071 -0.219349 0.0417245 -0.0664012 -0.0609881 0.280984 -0.0652874 -0.0275567 0.216797 -0.0374011 0.0816539 0.245893 -0.0860131 -0.0845245 internal_weight=0 66 9173 1561 1417 144 56 1397 933 858 43 75 464 88 444 65 7612 7471 91 7380 2636 101 2535 70 43 4744 4712 internal_count=9239 66 9173 1561 1417 144 56 1397 933 858 43 75 464 88 444 65 7612 7471 91 7380 2636 101 2535 70 43 4744 4712 cat_boundaries=0 3 4 5 8 9 cat_threshold=17301760 2147483648 16 673 8320 2258718720 1294008544 536871168 564 is_linear=0 shrinkage=0.01 Tree=128 num_leaves=29 num_cat=5 split_feature=0 2 25 1 0 0 10 24 0 0 10 8 4 2 1 25 8 8 26 25 0 0 10 8 8 2 24 26 split_gain=2.58622e+06 2.0556e+06 788593 710785 654854 1.46995e+06 631372 470653 454461 345423 405816 270214 183458 138285 109778 104432 105640 118123 101465 56104.5 61513.4 260840 39914.6 29473.1 20932.6 19097.8 12407 4932.64 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 96.632500000000022 254.41050000000004 1058.7500000000002 1 1335.1525000000004 240.75000000000003 96.07050000000001 285.37500000000006 174.37500000000003 303.37500000000006 660.10000000000002 2 226.95300000000003 271.12500000000006 2022.5000000000002 3 217.52000000000004 254.41050000000004 173.32500000000002 458.03625000000005 330.33750000000003 199.87500000000003 4 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 1 2 left_child=2 8 3 6 12 -6 7 11 -2 10 -9 13 14 -1 -5 27 19 -18 -11 20 22 -22 -17 24 -19 26 -21 -4 right_child=1 -3 15 4 5 -7 -8 9 -10 18 -12 -13 -14 -15 -16 16 17 23 -20 25 21 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.22176665514066027 1.7746439514160155 4.3759429583342175 -0.29481537907918293 0.41015575038062202 3.8698845152854919 0.48862176206376817 1.8776319332122802 0.13197857751905753 -0.28647876905358355 1.5092934623857341 1.1006978304489798 0.95456678130409944 1.0804831289208454 0.36248173247684129 -0.41657359353427231 -0.030539373781768932 0.93596245493207664 0.017605245226905458 0.62321030616760253 -0.059127917343348026 1.1504870522540549 -0.06132864683102339 -0.27972471591198084 -0.17811277848702889 0.45899767333810981 -0.30571287742027869 -0.095307202849031394 -0.41335035988778779 leaf_weight=511 20 23 75 36 20 36 20 722 23 24 46 22 23 44 29 2469 21 21 28 1577 23 78 66 27 22 39 3128 66 leaf_count=511 20 23 75 36 20 36 20 722 23 24 46 22 23 44 29 2469 21 21 28 1577 23 78 66 27 22 39 3128 66 internal_value=0 1.96289 -0.0237436 0.180329 0.850862 1.69622 0.11346 0.0882036 0.672183 0.240474 0.190001 -0.130107 0.31291 -0.175448 0.0413073 -0.0657435 -0.0603803 0.278174 1.03217 -0.0646367 -0.0272812 0.214629 -0.037027 0.0808373 0.243434 -0.0851562 -0.083509 -0.327101 internal_weight=0 66 9173 1561 144 56 1417 1397 43 820 768 577 88 555 65 7612 7471 91 52 7380 2636 101 2535 70 43 4744 4705 141 internal_count=9239 66 9173 1561 144 56 1417 1397 43 820 768 577 88 555 65 7612 7471 91 52 7380 2636 101 2535 70 43 4744 4705 141 cat_boundaries=0 3 4 5 8 9 cat_threshold=17301760 2147483648 16 929 8320 2258718720 1294008544 536871168 564 is_linear=0 shrinkage=0.01 Tree=129 num_leaves=27 num_cat=4 split_feature=0 2 25 1 20 0 0 24 10 0 0 10 4 1 25 2 10 0 0 18 2 0 0 25 26 0 split_gain=2.53475e+06 2.01469e+06 772913 696640 700729 641822 1.4407e+06 458155 710491 493493 445418 296020 179807 107593 102352 98735.3 114028 85098.1 317010 76595.4 59505.5 57858.1 42170.7 40877.7 4834.48 1534.74 threshold=960.86250000000007 98.25500000000001 0 288.59250000000003 78.690000000000012 96.632500000000022 254.41050000000004 1 96.07050000000001 293.81250000000006 1335.1525000000004 190.53000000000003 174.37500000000003 660.10000000000002 2 312.43000000000006 96.07050000000001 217.52000000000004 235.50000000000003 348.33000000000004 515.86500000000012 425.10000000000002 343.01500000000004 3 2022.5000000000002 540.74500000000012 decision_type=2 2 9 2 2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 2 left_child=2 10 3 4 7 12 -7 15 9 -9 -2 -10 13 -5 24 16 -1 19 -19 20 23 22 -20 -16 -4 -23 right_child=1 -3 14 5 -6 6 -8 8 11 -11 -12 -13 -14 -15 17 -17 -18 18 21 -21 -22 25 -24 -25 -26 -27 leaf_value=-0.17396456766484389 1.7568974761962892 4.3321836653999659 -0.29186722793579101 0.40605419158935546 1.9708714485168457 3.8311856931447985 0.48373555024464926 0.077792328508353673 2.1229482173919676 1.1769777594056241 -0.2836140263598898 0.74306700292623262 1.0696782804572065 -0.41240785532984242 -0.012016988322795803 0.32980801476372612 -0.85729190092820395 1.2870247988267378 -0.00071774425506591802 0.55355299877375364 0.37105144423823205 -0.24355073451995851 0.54260046195983891 -0.07807415346453507 -0.40921685334407926 -0.36216137647628782 leaf_weight=402 20 23 75 36 20 20 36 815 22 43 23 53 23 29 1124 36 26 22 50 20 31 20 20 6160 66 24 leaf_count=402 20 23 75 36 20 20 36 815 22 43 23 53 23 29 1124 36 26 22 50 20 31 20 20 6160 66 24 internal_value=0 1.94326 -0.0235078 0.178526 0.112326 0.842354 1.67925 0.0857179 0.212193 0.13288 0.665461 1.14783 0.309781 0.0408942 -0.0650881 -0.169515 -0.215475 -0.0597786 0.187998 -0.0644541 -0.0661438 -0.0240944 0.154516 -0.0680045 -0.32383 -0.308247 internal_weight=0 66 9173 1561 1417 144 56 1397 933 858 43 75 88 65 7612 464 428 7471 136 7335 7315 114 70 7284 141 44 internal_count=9239 66 9173 1561 1417 144 56 1397 933 858 43 75 88 65 7612 464 428 7471 136 7335 7315 114 70 7284 141 44 cat_boundaries=0 3 4 5 7 cat_threshold=17301760 2147483648 16 673 8320 109121536 1092681952 is_linear=0 shrinkage=0.01 Tree=130 num_leaves=20 num_cat=2 split_feature=0 5 25 0 10 0 0 0 0 19 0 2 12 26 19 2 25 0 0 split_gain=2.71163e+06 1.54385e+06 829374 414232 353259 244082 462709 375367 359923 226459 216701 308295 197735 142983 104790 67552 66642.6 56726.9 35378 threshold=1165.3425000000004 1341.6425000000002 0 1587.2775000000001 1016.9900000000001 173.94850000000002 299.69250000000005 210.75000000000003 375.58250000000004 158.25375000000003 140.16174000000004 147.46662000000001 465.34500000000008 2022.5000000000002 260.48750000000007 515.86500000000012 1 228.76800000000003 313.88000000000005 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 4 -2 5 9 7 -7 -8 12 14 13 -1 17 15 16 -4 -12 -15 right_child=3 -3 10 -5 -6 6 8 -9 -10 -11 11 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=0.15423251578033478 3.5865566825866702 2.6441233500567347 -0.0098684593729036416 1.5980811006372626 1.5353316707611082 0.50108580780029299 -0.90598698637702246 2.4153206316630045 0.5163448107627131 1.1325488463692044 0.12776415975470293 1.2605580697236238 -0.56958589162582007 0.0070405246189662388 0.61602285219275432 0.42170253704334132 -0.079073263701535071 0.64034098734855649 -0.3752632007083378 leaf_weight=1170 20 22 1869 22 20 20 22 21 93 23 38 27 39 70 23 29 5598 50 37 leaf_count=1170 20 22 1869 22 20 20 22 21 93 23 38 27 39 70 23 29 5598 50 37 internal_value=0 -0.00175298 -0.00811535 2.54497 0.214263 0.196771 0.569435 1.48155 0.244247 0.149583 -0.0487773 0.259078 0.130884 0.120411 -0.0579316 -0.0599995 -0.0618703 0.419001 -0.125158 internal_weight=0 9171 9149 42 1408 1388 156 41 115 1232 7741 222 1209 195 7519 7496 7467 88 107 internal_count=9213 9171 9149 42 1408 1388 156 41 115 1232 7741 222 1209 195 7519 7496 7467 88 107 cat_boundaries=0 2 5 cat_threshold=532864 67108865 287375360 2437155042 2163216 is_linear=0 shrinkage=0.01 Tree=131 num_leaves=16 num_cat=2 split_feature=0 5 18 0 24 26 3 26 19 0 0 1 24 4 0 split_gain=2.65767e+06 1.51313e+06 674744 554600 498483 915470 602012 413029 219249 212214 178155 177990 526489 194035 127237 threshold=1165.3425000000004 1341.6425000000002 736.93000000000006 140.16174000000004 0 2022.5000000000002 508.59600000000006 2022.5000000000002 362.77500000000003 458.28125000000006 352.08500000000004 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 10 9 -2 11 -6 -5 13 -13 -1 -7 right_child=7 -3 -4 4 6 14 -8 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.038276772915489941 1.5278576800936745 2.6176820341023537 1.7026065121526304 1.477448906276537 0.1452938768333859 -0.31651700439453129 1.7276377631369093 3.5111913190569197 0.92570548057556157 -0.50697392594987067 2.7513979866391138 0.73830041496162735 -0.070169245642800318 -0.93872759421666463 0.56018899995453508 leaf_weight=8324 21 22 23 23 180 25 21 21 24 69 21 107 259 24 49 leaf_count=8324 21 22 23 23 180 25 21 21 24 69 21 107 259 24 49 internal_value=0 -0.00173642 -0.00803516 -0.0123464 0.357601 0.869508 0.0980432 2.51952 -0.0287735 -0.035455 2.08547 -0.0314023 0.184442 -0.0408655 0.264005 internal_weight=0 9171 9149 9126 388 118 270 42 8738 249 44 8714 366 8348 74 internal_count=9213 9171 9149 9126 388 118 270 42 8738 249 44 8714 366 8348 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 0 0 0 1 4 1 1 12 5 26 split_gain=2.60476e+06 1.48301e+06 661311 543542 488564 897252 590032 405209 207991 174610 167328 256887 178143 257545 150345 125008 51721.7 threshold=1165.3425000000004 1341.6425000000002 736.93000000000006 140.16174000000004 0 2022.5000000000002 508.59600000000006 1587.2775000000001 458.28125000000006 352.08500000000004 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 9 8 -2 -6 -5 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=-0.02692835773848214 3.5245042591094973 2.5915051622824232 1.6855804617508598 1.462674390544062 0.14384094109800127 0.011231382069764314 1.7103613462902252 1.557806514826688 -0.50190417925516762 2.7238839721679686 0.26099049782752992 -0.97285431237056341 0.25286124801635745 1.6508051023483277 -0.58243139422669699 0.93672385287284854 -0.44246998413749361 leaf_weight=8557 20 22 23 23 180 54 21 22 69 21 40 29 20 20 49 20 23 leaf_count=8557 20 22 23 23 180 54 21 22 69 21 40 29 20 20 49 20 23 internal_value=0 -0.00171177 -0.00794751 -0.0122157 0.354025 0.860813 0.0970627 2.49433 -0.0351005 2.06462 -0.0284781 -0.0332574 0.372196 0.724262 -0.0300912 0.261364 -0.11906 internal_weight=0 9171 9149 9126 388 118 270 42 249 44 8738 8635 103 60 8606 74 43 internal_count=9213 9171 9149 9126 388 118 270 42 249 44 8738 8635 103 60 8606 74 43 cat_boundaries=0 1 cat_threshold=29 is_linear=0 shrinkage=0.01 Tree=133 num_leaves=24 num_cat=5 split_feature=0 5 25 24 1 2 25 26 10 11 25 0 1 26 26 19 2 26 25 26 0 12 0 split_gain=2.55293e+06 1.4535e+06 805455 584145 1.82666e+06 657718 620740 404038 373975 251419 218194 202801 347273 446219 138188 100733 66254.2 65463.2 65284.7 31950.2 51762.6 25645 13801.3 threshold=1165.3425000000004 1341.6425000000002 0 1 263.99500000000006 2.9625000000000008 2 2022.5000000000002 523.74000000000012 96.365500000000011 3 140.16174000000004 55.656960000000005 2022.5000000000002 2022.5000000000002 260.48750000000007 515.86500000000012 2022.5000000000002 4 2022.5000000000002 352.08500000000004 128.11550000000003 232.70000000000002 decision_type=2 2 9 1 2 2 9 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 6 -6 17 -2 9 10 -5 15 19 -14 -8 16 18 -1 -4 20 -13 -11 -21 right_child=7 -3 11 8 5 -7 14 -9 -10 21 -12 12 13 -15 -16 -17 -18 -19 -20 22 -22 -23 -24 leaf_value=0.71695833301544187 1.4885723992756434 2.5655901456421071 -0.010493833095767083 0.1654607536567623 3.7302386779785155 1.3729972773584824 0.24889820305200722 3.4501995497658142 1.1465194209929437 -0.75095727773813092 -0.19640949118453843 0.041678954192570276 2.0981342806134906 0.12083007984161377 -0.17840457072874316 0.6039837522092073 0.4182283417931919 1.1965193276486155 -0.078142934666147093 0.075300649985288959 0.62384872873624164 -0.31052401924133299 -0.16633939997355143 leaf_weight=55 21 22 1941 636 20 29 156 21 31 39 216 56 21 25 147 23 29 59 5526 39 21 20 60 leaf_count=55 21 22 1941 636 20 29 156 21 31 39 216 56 21 25 147 23 29 59 5526 39 21 20 60 internal_value=0 -0.00169465 -0.00786803 0.21128 0.498008 2.33514 0.294077 2.46939 0.0656968 0.0296392 0.0733558 -0.0479396 0.249877 1.02351 0.0402641 -0.0567964 -0.0588239 0.887317 -0.0606767 0.0476773 0.200453 -0.601658 -0.0711479 internal_weight=0 9171 9149 1408 466 49 417 42 942 911 852 7741 222 46 303 7519 7496 114 7467 176 77 59 99 internal_count=9213 9171 9149 1408 466 49 417 42 942 911 852 7741 222 46 303 7519 7496 114 7467 176 77 59 99 cat_boundaries=0 2 3 5 7 10 cat_threshold=532864 67108865 281 532480 1 384 67108864 320929792 2437155042 2163216 is_linear=0 shrinkage=0.01 Tree=134 num_leaves=44 num_cat=15 split_feature=25 7 7 11 5 5 12 12 24 11 25 3 24 8 8 3 14 25 24 3 3 3 19 5 3 25 24 25 26 18 25 3 3 3 24 25 3 24 24 26 26 25 26 split_gain=1.72458e+06 1.88931e+06 2.28697e+06 795327 294365 292038 285237 412947 290909 220365 146131 193873 149556 244897 189594 137977 122180 86918.7 158864 142918 45964.9 47357.5 39768.6 31446.1 25428.6 12774.4 35314.6 60680.6 20030.9 9819.83 7940.59 10403.7 6789.29 5837.33 5020.13 15704.1 4764.81 4524.13 4323.87 2842.82 2206.32 2070.24 130.821 threshold=0 323.80000000000007 449.64000000000004 86.350000000000023 385.88250000000005 329.58750000000003 486.41000000000003 166.11250000000004 1 1.7878000000000001 2 593.34250000000009 3 226.95300000000003 374.25000000000006 451.12500000000006 52.300500000000007 4 5 273.11034000000006 145.85500000000005 57.050000000000004 86.350000000000023 593.34250000000009 210.75000000000003 6 7 8 2022.5000000000002 16.580000000000002 9 35.001570000000008 148.02912000000001 133.08750000000001 10 11 289.38625000000008 12 13 2022.5000000000002 2022.5000000000002 14 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 1 2 9 2 1 2 2 2 2 9 1 2 2 2 2 2 2 9 1 9 2 2 9 2 2 2 1 9 2 1 1 2 2 9 2 left_child=1 4 -3 5 6 -4 7 8 16 -10 11 12 20 17 -15 23 -1 18 -14 -19 21 22 -2 -6 -22 26 27 28 -12 33 31 37 -33 34 39 -36 -26 -28 40 -27 -32 -40 -29 right_child=10 2 3 -5 15 -7 -8 -9 9 -11 25 -13 13 14 -16 -17 -18 19 -20 -21 24 -23 -24 -25 36 29 30 42 -30 -31 38 32 -34 -35 35 -37 -38 -39 41 -41 -42 -43 -44 leaf_value=0.078300060965502224 -0.084682632182713061 4.6972679901123051 -0.18765157944116836 2.5439788176796654 -0.32835794437499277 1.2986220059096814 -0.64552123904228209 1.7360549306869508 0.45123602670781748 -0.24434816944355867 0.12305597884314401 0.97123930340721498 0.44692724410916718 1.483781827290853 0.2268208282334464 0.34145347562432293 -0.71132440567016608 -0.0068329078468000164 -0.0066493882872956864 0.71576915093830651 -0.61120612415400422 0.30858243075284092 0.36553157520294194 -0.82336773872375491 -0.08228641891479492 -0.074855798398837062 -0.037232696814615218 -0.10153382848520748 0.39991154125758577 0.12990659849984307 -0.10077625115712485 0.1652708899974823 -0.084198894739151001 -0.2531959445135934 -0.18344022473431118 -0.084031048025251048 -0.28593191288135672 -0.12024113573074342 0.016521126663924864 -0.015046497509803301 -0.04135959852126337 -0.038885919017791752 -0.081067525446414948 leaf_weight=293 1033 20 39 22 21 20 32 20 646 49 56 21 132 21 28 20 21 1218 178 28 22 33 20 33 20 156 112 61 49 21 126 24 20 21 175 3281 27 490 139 162 124 115 64 leaf_count=293 1033 20 39 22 21 20 32 20 646 49 56 21 132 21 28 20 21 1218 178 28 22 33 20 33 20 156 112 61 49 21 126 24 20 21 175 3281 27 490 139 162 124 115 64 internal_value=0 0.355476 1.66898 0.921254 0.241724 0.31617 0.284254 0.313169 0.284965 0.39649 -0.0445279 0.013989 0.00675627 0.069005 0.765518 -0.368075 0.024704 0.0475145 0.194417 0.00933046 -0.079653 -0.0644414 -0.0761316 -0.630864 -0.330615 -0.075814 -0.0485619 0.0629371 0.23032 -0.0855167 -0.071212 -0.0950921 0.0518755 -0.0869341 -0.0860089 -0.0895795 -0.199274 -0.107414 -0.0393492 -0.0430336 -0.0685631 -0.00908747 -0.0843103 internal_weight=0 1236 101 81 1135 59 1061 1029 1009 695 7977 2781 2760 1605 49 74 314 1556 310 1246 1155 1086 1053 54 69 5196 1380 230 105 3816 1150 646 44 3795 3774 3456 47 602 504 318 250 254 125 internal_count=9213 1236 101 81 1135 59 1061 1029 1009 695 7977 2781 2760 1605 49 74 314 1556 310 1246 1155 1086 1053 54 69 5196 1380 230 105 3816 1150 646 44 3795 3774 3456 47 602 504 318 250 254 125 cat_boundaries=0 1 2 5 6 8 9 12 13 15 17 18 20 21 22 25 cat_threshold=532864 1920 278986752 2634023073 536875536 992 2097152 2365587457 1048 2147506176 38803522 2687236 516 2147483648 4098 2147483648 33558530 32 83886080 1073741824 130 218 4096 2112 65536 is_linear=0 shrinkage=0.01 Tree=135 num_leaves=18 num_cat=3 split_feature=1 25 24 19 5 10 11 2 3 5 3 13 19 9 11 2 25 split_gain=1.81846e+06 515058 803222 364449 317502 336952 965297 412498 232134 223096 207272 116892 105930 101167 79400.4 65844.5 71085.2 threshold=1183.6900000000003 0 1 73.46250000000002 802.66250000000002 73.46250000000002 21.380000000000003 164.55774000000002 660.85000000000002 241.87500000000003 575.22000000000014 166.11250000000004 291.37500000000006 124.53000000000002 360.14500000000004 593.34250000000009 2 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 left_child=1 2 8 4 5 7 -7 -4 9 11 12 13 14 -1 15 16 -3 right_child=-2 10 3 -5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.16589922805059523 2.17399405328851 0.0018078609157806983 0.21939169677787523 1.6571398287160057 -0.83532286768374231 2.0417588038193553 -0.59034424348310999 1.0493620811809192 0.83603866531735382 -0.99341586430867512 0.96897520112991331 0.55625662213280092 0.65896043232509072 -0.85290345482204277 0.42302136680058072 0.51871215915679936 -0.071550835440786387 leaf_weight=315 38 1691 646 21 23 38 22 66 21 36 20 21 21 23 35 20 6140 leaf_count=315 38 1691 646 21 23 38 22 66 21 36 20 21 21 23 35 20 6140 internal_value=0 -0.0181016 0.171314 0.352508 0.32248 0.356974 1.07665 0.296327 -0.184037 -0.242928 -0.0476962 -0.16767 -0.0503281 -0.212648 -0.0522169 -0.0543355 -0.0557991 internal_weight=0 9159 1232 816 795 772 60 712 416 395 7927 359 7907 338 7886 7851 7831 internal_count=9197 9159 1232 816 795 772 60 712 416 395 7927 359 7907 338 7886 7851 7831 cat_boundaries=0 2 3 6 cat_threshold=17309952 16777216 2720 2491416576 1442906145 4864 is_linear=0 shrinkage=0.01 Tree=136 num_leaves=34 num_cat=6 split_feature=0 0 25 24 0 1 0 12 7 0 2 5 0 2 18 0 25 24 8 0 0 25 0 25 0 0 0 3 2 2 1 26 26 split_gain=1.88507e+06 794397 515414 772391 915309 1.49825e+06 324126 239585 288413 227838 207250 137189 162460 137316 93335.5 93271.2 69710 65985.7 104447 66750 63563.8 57371.1 49725 47174.9 39602.9 36658.8 33526.6 19344.9 14322.5 10266.3 8279.08 3408 840.802 threshold=1165.3425000000004 1660.4350000000002 0 1 66.112500000000011 470.16250000000008 449.26500000000004 465.34500000000008 336.94125000000003 130.95600000000005 540.74500000000012 241.87500000000003 116.57500000000002 284.92500000000007 150.90000000000001 178.63500000000002 2 3 226.95300000000003 209.55000000000004 140.16174000000004 4 425.10000000000002 5 715.87500000000011 185.92344000000003 28.484500000000004 136.29000000000002 593.34250000000009 154.71744000000004 272.25000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 9 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 11 7 6 9 8 10 -6 -5 13 -13 14 15 -1 17 20 19 23 21 32 -21 -19 -8 27 -23 29 -15 30 -18 -22 -4 right_child=1 -3 16 4 5 -7 24 -9 -10 -11 -12 12 -14 28 -16 -17 25 18 -20 22 31 26 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 leaf_value=-0.18569300538930464 3.5664437446594239 0.74793817710876465 -0.19343288462040789 0.19565506255802984 1.0908202975729238 3.2511650932312013 1.0064277489185334 -0.80721805016199755 1.095291451045445 -0.067247633677262525 -0.72769750919342047 -0.18484244346618653 -1.3648894176483155 0.60051651763916014 -0.80528655919161707 0.30455679020216297 -0.077691219084048635 -0.051876271497338491 0.53355217243495734 0.42749175379353183 -0.36292127609252928 -0.037962657158689884 -0.10080905303955078 0.045111433643807645 1.6357361001968382 -0.44109066622597831 0.30841061592102054 0.15950724545647116 0.24744541124061303 -0.26431163311004641 -0.28163615465164188 -0.53911979799685272 -0.23186347215825862 leaf_weight=398 20 20 118 879 23 25 20 24 35 65 25 28 20 20 22 43 4178 1079 38 62 21 768 25 920 20 28 29 34 27 30 20 23 110 leaf_count=398 20 20 118 879 23 25 20 24 35 65 25 28 20 20 22 43 4178 1079 38 62 21 768 25 920 20 28 29 34 27 30 20 23 110 internal_value=0 2.15719 -0.0184169 0.139716 0.290933 1.01203 0.574696 0.179388 0.204604 0.235429 0.17012 -0.162514 -0.676529 -0.117323 -0.169603 -0.137891 -0.0539071 -0.0183712 0.0139267 0.00452763 -0.0820784 -0.0668697 0.275681 -0.00727345 1.32108 -0.0802519 -0.0250451 -0.0780696 0.397688 -0.0799801 -0.0786628 -0.455025 -0.203067 internal_weight=0 40 9157 1674 1116 153 128 963 939 88 904 558 48 510 463 441 7483 3193 2124 2086 1069 1025 87 1999 40 4290 797 4262 47 4228 4198 44 228 internal_count=9197 40 9157 1674 1116 153 128 963 939 88 904 558 48 510 463 441 7483 3193 2124 2086 1069 1025 87 1999 40 4290 797 4262 47 4228 4198 44 228 cat_boundaries=0 3 4 7 8 10 13 cat_threshold=17309952 16777216 16 2720 2493595648 1580273761 539497220 904 268500992 236978177 2214608896 1118272 539496964 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 17 split_gain=1.76722e+06 321019 315355 679456 457829 591338 180899 170381 380415 618945 389993 161254 133241 77356.4 74523 70254.5 5467.49 threshold=1183.6900000000003 1211.5375000000001 157.58975000000007 173.50000000000003 0 329.58750000000003 1120.4650000000004 1 73.160000000000011 110.25000000000001 485.55000000000001 58.875000000000007 137.99750000000003 479.25000000000006 91.800000000000026 247.25750000000002 401.91000000000003 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=-0.0074976122525918596 2.1431940410011694 1.2171777745655605 2.0657559261322023 0.10713091414907705 0.3077557301077043 1.6266976845605032 -0.95923618589128767 -0.072007708732470033 2.1912773851677776 0.23605468273162841 1.3273293998024682 -1.0031184525643626 -0.52194365631450301 -0.56716229615388092 -0.31852908888730136 0.44940021789990936 -0.49451118762676533 leaf_weight=4300 38 21 20 46 161 35 21 4241 20 85 22 31 22 27 55 26 26 leaf_count=4300 38 21 20 46 161 35 21 4241 20 85 22 31 22 27 55 26 26 internal_value=0 -0.0177939 -0.020632 0.277291 0.166206 0.416668 -0.0322157 -0.0299971 0.0137146 0.608478 -0.000703028 -0.363877 0.20801 -0.142265 -0.0743636 -0.0688306 -0.375017 internal_weight=0 9159 9138 342 322 218 8796 8775 4427 105 4322 104 183 73 4348 4267 81 internal_count=9197 9159 9138 342 322 218 8796 8775 4427 105 4322 104 183 73 4348 4267 81 cat_boundaries=0 1 2 cat_threshold=197 1111 is_linear=0 shrinkage=0.01 Tree=138 num_leaves=35 num_cat=6 split_feature=0 0 25 24 0 1 10 10 9 7 4 10 0 0 0 2 1 6 4 25 24 8 0 0 25 0 25 0 0 3 2 1 26 26 split_gain=1.83671e+06 778206 501618 754167 892867 1.46049e+06 504644 302314 543765 352467 260872 192347 132632 309830 117034 105408 96754.9 92069.7 88218.1 67762 63810.5 101920 65265.6 62120.4 56402 48527.7 46433.5 36104.5 32904.1 18960.9 10350.5 8196.68 3357.17 812.904 threshold=1165.3425000000004 1660.4350000000002 0 1 66.112500000000011 470.16250000000008 73.46250000000002 96.07050000000001 117.08000000000003 52.300500000000007 10.775250000000002 337.50000000000006 346.12500000000006 178.63500000000002 404.82250000000005 457.74500000000006 2.9625000000000008 92.100000000000023 484.01500000000004 2 3 226.95300000000003 209.55000000000004 140.16174000000004 4 425.10000000000002 5 185.92344000000003 28.484500000000004 136.29000000000002 154.71744000000004 272.25000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 9 2 9 2 2 2 2 2 2 2 left_child=2 -2 3 12 7 6 14 9 11 10 -5 -9 13 15 -6 18 -14 -11 -1 20 23 22 26 24 33 -24 -22 29 -26 30 31 -21 -25 -4 right_child=1 -3 19 4 5 -7 -8 8 -10 17 -12 -13 16 -15 -16 -17 -18 -19 -20 27 21 -23 25 32 28 -27 -28 -29 -30 -31 -32 -33 -34 -35 leaf_value=-0.18074038516592097 3.5242169189453127 0.7345831451416015 -0.19131153260247183 0.12882131058424326 0.054976140090397425 3.2102514266967774 2.0268188543319701 2.2246581544876101 -0.45598413921537856 1.1564095549705702 -0.52613296031951906 0.85437748046148387 -0.25765561723709107 0.99182997345924384 0.74430524223729178 0.36507187149103948 -1.1783928489685058 0.34735179901123048 -0.82990310148759328 -0.076537761207264951 -0.056256903529454026 0.52697018598255363 0.42247640455922769 -0.35801120122273766 -0.03703972065457492 -0.099425115966796873 0.039690759623235511 -0.43720177854810444 0.30610256195068358 0.15827174102558808 -0.26391334565480551 -0.27946535778045656 -0.53289078753927477 -0.22909917293895377 leaf_weight=432 20 20 118 774 70 25 20 20 21 39 66 21 25 24 38 34 21 22 22 4178 977 38 62 21 768 25 1022 28 29 34 30 20 23 110 leaf_count=432 20 20 118 774 70 25 20 20 21 39 66 21 25 24 38 34 21 22 22 4178 977 38 62 21 768 25 1022 28 29 34 30 20 23 110 internal_value=0 2.1294 -0.0181166 0.137886 0.287308 0.999507 0.567721 0.177138 0.852571 0.13066 0.0773606 1.52281 -0.160755 -0.117425 0.297518 -0.171978 -0.677992 0.864618 -0.212198 -0.0531288 -0.018093 0.0136683 0.00438313 -0.0807414 -0.0657026 0.272505 -0.00728599 -0.0791028 -0.0242497 -0.0769358 -0.0788272 -0.0775045 -0.449426 -0.200738 internal_weight=0 40 9157 1674 1116 153 128 963 62 901 840 41 558 512 108 488 46 61 454 7483 3193 2124 2086 1069 1025 87 1999 4290 797 4262 4228 4198 44 228 internal_count=9197 40 9157 1674 1116 153 128 963 62 901 840 41 558 512 108 488 46 61 454 7483 3193 2124 2086 1069 1025 87 1999 4290 797 4262 4228 4198 44 228 cat_boundaries=0 3 4 7 8 10 13 cat_threshold=17309952 16777216 16 2720 2493595648 1580273761 539497220 904 268500992 236978177 2147500032 1118272 536875524 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=1.80016e+06 762719 468272 437417 425968 373183 189435 714748 210274 threshold=1165.3425000000004 1660.4350000000002 1374.9750000000004 1211.5375000000001 1183.6900000000003 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=0.0054543058319170843 3.4889747428894045 0.72723730087280269 1.4736244528634208 1.4558950828313828 1.2535434766916129 -1.1417411619822184 -0.063274950095569271 1.0238257968766349 -0.72192997095536215 leaf_weight=4464 20 20 21 20 26 30 4477 70 49 leaf_count=4464 20 20 21 20 26 30 4477 70 49 internal_value=0 2.10811 -0.0179357 -0.0213642 -0.0246052 -0.028261 -0.024574 0.0211302 -0.0702506 internal_weight=0 40 9157 9136 9116 9090 9060 4534 4526 internal_count=9197 40 9157 9136 9116 9090 9060 4534 4526 cat_boundaries=0 1 cat_threshold=1111 is_linear=0 shrinkage=0.01 Tree=140 num_leaves=30 num_cat=4 split_feature=25 1 5 18 11 0 1 0 3 10 1 25 1 0 19 25 10 5 6 0 8 25 22 1 0 26 0 0 6 split_gain=1.30786e+06 951888 1.28633e+06 628140 578140 249057 404164 247691 499069 351946 188474 126509 216437 110099 96855.7 99466.7 92575.6 65354 60545.1 54933.4 47650.2 41206.2 31554.8 23911.6 19490.7 7795.24 10656.6 6946.3 2544.83 threshold=0 1236.1260000000004 1341.6425000000002 619.41500000000008 72.935000000000016 66.112500000000011 232.70000000000002 240.75000000000003 66.112500000000011 96.07050000000001 174.37500000000003 1 68.280000000000015 525.67500000000007 260.48750000000007 2 166.11250000000004 328.05000000000007 256.61250000000007 346.12500000000006 231.90000000000003 3 95.797500000000014 174.80000000000004 99.902500000000018 2022.5000000000002 153.20400000000004 313.88000000000005 317.44500000000005 decision_type=9 2 2 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 7 14 11 9 -9 -1 16 12 19 25 15 17 -6 20 22 24 21 -2 23 -17 -7 26 -13 -27 -20 right_child=5 -3 -4 -5 10 6 -8 8 -10 -11 -12 13 -14 -15 -16 18 -18 -19 28 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 leaf_value=0.1640743934401131 0.18082626661101539 2.3762694879011677 2.7910140488147737 1.989714469909668 -0.47758104293072812 0.34723268699645998 1.3499392594962285 0.28519619264418172 1.7064775202614919 0.93892513699001745 -1.3047883954255477 0.14034288613692575 1.3424304151535034 0.66603955936431891 0.6254956227257138 -0.073471068655736022 0.2922239975702195 -0.39971988995869956 0.3744497165679932 0.66686714118719093 -0.35584036919378464 0.018703777119952306 0.31248625846136185 -0.24138847894446794 -0.015600570712173195 -0.12885546654462815 -0.11224991001066614 -0.326046141748843 0.2244098417575543 leaf_weight=843 172 22 20 20 61 20 29 84 35 63 23 23 20 20 21 6098 21 36 20 20 31 1189 21 86 57 80 61 23 26 leaf_count=843 172 22 20 20 61 20 29 84 35 63 23 23 20 20 21 6098 21 36 20 20 31 1189 21 86 57 80 61 23 26 internal_value=0 0.312843 0.276717 0.23299 0.201898 -0.0407498 0.218934 0.274293 0.70322 0.217955 -0.504818 0.117702 0.364105 -0.0373551 -0.0527077 -0.0545624 -0.280436 0.0208034 -0.0716978 0.199925 0.0318284 0.0406585 -0.0744921 -0.0758063 0.0786418 -0.114582 -0.0430876 -0.172888 0.289645 internal_weight=0 1192 1170 1150 1130 8053 353 1025 119 906 105 324 117 207 7700 7679 82 1428 6251 97 1392 1361 6205 6184 77 187 84 103 46 internal_count=9245 1192 1170 1150 1130 8053 353 1025 119 906 105 324 117 207 7700 7679 82 1428 6251 97 1392 1361 6205 6184 77 187 84 103 46 cat_boundaries=0 1 4 7 9 cat_threshold=532736 2147483648 134217728 536870928 352387072 1325727907 512 16777216 16777344 is_linear=0 shrinkage=0.01 Tree=141 num_leaves=27 num_cat=2 split_feature=4 25 1 14 0 3 10 4 1 0 0 20 5 0 0 19 0 25 1 6 6 0 0 22 10 26 split_gain=1.32296e+06 993710 652981 966198 1.50151e+06 834713 660363 279342 264218 262115 259659 265545 245217 125208 269756 61192.7 59880.8 53391.7 51689.5 39160.6 54895.3 26794.9 63096.2 21362 12936.4 8217.32 threshold=1422.3575000000001 0 263.99500000000006 47.358000000000011 96.632500000000022 65.050000000000011 1058.7500000000002 157.58975000000007 184.72500000000005 509.79100000000005 287.36250000000007 36.329070000000009 108.33250000000001 216.15000000000003 235.50000000000003 260.48750000000007 593.05000000000007 1 484.01500000000004 303.97500000000008 233.30814000000001 352.08500000000004 425.10000000000002 80.990000000000023 237.07500000000002 2022.5000000000002 decision_type=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 2 left_child=1 2 6 4 7 9 8 18 10 -6 11 -1 -12 15 -15 17 21 19 -4 20 -3 25 -23 24 -19 -16 right_child=-2 13 3 -5 5 -7 -8 -9 -10 -11 12 -13 -14 14 16 -17 -18 23 -20 -21 -22 22 -24 -25 -26 -27 leaf_value=0.090264141105543511 2.4544053541530264 -0.017359812751620591 0.21317014694213868 -1.1629923846504904 2.1106197514533998 3.6026895060906043 1.9518712921142578 1.2165320110321045 -0.96465103236111738 0.49162268829345707 0.82393111332603131 1.2499475421905519 -0.37366656739087334 1.2874520254135131 -0.11536245015951303 0.47959269750685918 -0.41289838184009903 -0.078740029721073454 -0.37230668218512286 -0.35943675070097952 0.50915301227569576 0.76227104568481452 0.0087025405883789063 0.23985751560756138 -0.33356799983978269 0.1360538174555852 leaf_weight=1549 22 2004 25 22 20 26 20 20 22 20 92 20 21 21 26 21 22 5069 38 33 20 20 25 21 20 26 leaf_count=1549 22 2004 25 22 20 26 20 20 22 20 92 20 21 21 26 21 22 5069 38 33 20 20 25 21 20 26 internal_value=0 -0.000756889 0.202745 0.793223 1.08206 2.2078 0.145353 0.186894 0.124149 1.30112 0.13839 0.105047 0.601369 -0.0535854 0.242526 -0.0594273 0.0581277 -0.0610067 -0.139975 -0.0176427 -0.0121571 0.164958 0.343622 -0.0782749 -0.0797415 0.0103457 internal_weight=0 9223 1895 171 149 66 1724 83 1704 40 1682 1569 113 7328 140 7188 119 7167 63 2057 2024 97 45 5110 5089 52 internal_count=9245 9223 1895 171 149 66 1724 83 1704 40 1682 1569 113 7328 140 7188 119 7167 63 2057 2024 97 45 5110 5089 52 cat_boundaries=0 3 6 cat_threshold=17309952 83951616 16 377552896 1510211811 69206784 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 2 5 1 0 0 0 26 0 1 12 split_gain=1.29664e+06 818682 1.27274e+06 1.09231e+06 837674 679365 632830 377608 244110 813768 288587 286647 184877 120948 54489.4 284278 51102.6 23902.2 18597.3 11357.3 threshold=1422.3575000000001 210.75000000000003 0 49.650000000000006 492.13750000000005 9.775500000000001 67.800000000000011 52.345500000000008 465.34500000000008 308.62500000000006 967.31750000000011 1204.8925000000002 2.9625000000000008 307.23750000000007 352.08500000000004 453.00000000000006 2022.5000000000002 630.86250000000007 284.92500000000007 655.50000000000011 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 16 -16 -4 -15 -14 -10 right_child=-2 2 3 5 -6 6 -8 -9 19 -11 -12 -13 18 17 15 -17 -18 -19 -20 -21 leaf_value=-0.025366682317594268 2.4298612386530096 0.46784739164205696 -0.42077165842056274 2.9889404481830018 1.9756005877540224 -0.16421577998570033 2.2368066949429721 1.6755454381306967 -0.49828821363903231 1.7467236434496365 1.0478331084728241 -1.223914221763611 -0.66699272632598883 -0.16496600542068482 1.4192299060821534 0.030334184850965229 0.23180392773946129 -0.61165551548418795 -1.0761080474853517 -0.79245076969691686 leaf_weight=8732 22 26 20 33 21 21 23 21 21 26 25 20 20 25 20 56 30 23 25 35 leaf_count=8732 22 26 20 33 21 21 23 21 21 26 25 20 20 25 20 56 30 23 25 35 internal_value=0 -0.000749319 0.478632 0.899323 -0.019266 1.90433 1.09086 0.434071 -0.0239947 -0.019808 -0.0250409 -0.0281056 -0.358688 -0.0814621 0.227159 0.395833 -0.0292263 -0.379005 -0.894279 -0.68214 internal_weight=0 9223 343 224 8880 77 44 147 8859 8803 8777 8752 119 74 126 76 50 48 45 56 internal_count=9245 9223 343 224 8880 77 44 147 8859 8803 8777 8752 119 74 126 76 50 48 45 56 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 2 2 1 10 0 0 0 26 0 1 split_gain=1.27084e+06 802391 1.24741e+06 1.07057e+06 665846 475511 403996 370094 278929 532073 198672 722180 181198 158883 118541 53405.1 278621 50085.6 23426.6 18227.2 threshold=1422.3575000000001 210.75000000000003 0 49.650000000000006 9.775500000000001 548.95500000000004 352.38000000000005 52.345500000000008 317.55000000000007 1211.5375000000001 150.70850000000004 169.17500000000004 2.9625000000000008 92.100000000000023 307.23750000000007 352.08500000000004 453.00000000000006 2022.5000000000002 630.86250000000007 284.92500000000007 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 15 9 10 13 -12 14 -1 -3 17 -17 -4 -16 -14 right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 11 -13 19 -15 18 16 -18 -19 -20 -21 leaf_value=-0.037501278502593875 2.4055627016587691 0.46316890239715575 -0.41656394481658937 2.9590510316328569 0.20523040334383649 1.3581299005508425 2.129625675201416 1.6587900007338752 1.1566548566818238 -1.6548475127220155 2.0687791957855226 0.099671142721528064 -0.66032279872894295 0.24363524516158311 -0.16331635298728944 1.4050376558303834 0.030030848979949953 0.22948588371276857 -0.60553894392822105 -1.0653469787597656 leaf_weight=8318 22 26 20 33 24 25 20 21 20 20 20 271 20 206 25 20 56 30 23 25 leaf_count=8318 22 26 20 33 24 25 20 21 20 20 20 271 20 206 25 20 56 30 23 25 internal_value=0 -0.000741826 0.473846 0.890329 1.88528 -0.0190733 1.07996 0.42973 -0.0229615 -0.0256318 -0.0219354 0.235005 -0.355101 -0.030707 -0.0806475 0.224887 0.391875 -0.028934 -0.375215 -0.885336 internal_weight=0 9223 343 224 77 8880 44 147 8855 8835 8815 291 119 8524 74 126 76 50 48 45 internal_count=9245 9223 343 224 77 8880 44 147 8855 8835 8815 291 119 8524 74 126 76 50 48 45 cat_boundaries=0 1 cat_threshold=2752 is_linear=0 shrinkage=0.01 Tree=144 num_leaves=42 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 0 2 8 1 2 25 10 24 0 0 3 0 25 24 13 26 10 26 split_gain=1.23994e+06 1.00689e+06 2.82877e+06 684962 462988 669301 596685 663534 410816 232787 386759 259130 297610 180010 224333 175362 155946 177925 91634.7 87310.8 73234.4 75779.4 99946.6 69906.4 65695.5 39968.5 39031.5 26506.3 23977.7 31055.8 27371.8 23050.8 29631.6 21088 19861.5 17968.8 33786.5 17966.8 17131.9 9383.89 0.504006 threshold=0 323.80000000000007 449.64000000000004 21.101500000000005 1 1.7878000000000001 210.75000000000003 540.74500000000012 96.07050000000001 66.112500000000011 232.70000000000002 2 228.76800000000003 52.300500000000007 166.11250000000004 66.112500000000011 303.37500000000006 3 4 486.41000000000003 5 6 2022.5000000000002 360.99000000000007 387.99000000000007 52.910000000000004 134.19600000000003 589.71000000000015 7 307.15000000000003 8 453.00000000000006 83.65000000000002 282.37500000000006 135.40500000000003 9 10 109.09500000000001 2022.5000000000002 74.355000000000004 2022.5000000000002 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 2 2 2 9 2 1 2 2 2 2 9 1 2 2 2 2 left_child=1 4 -3 -4 13 6 8 -8 15 18 11 12 34 14 16 -6 17 -1 20 -15 21 22 -2 -14 28 -7 31 -18 29 30 -20 32 -13 35 -11 40 -37 39 -23 -30 -22 right_child=9 2 3 -5 5 25 7 -9 -10 10 -12 26 23 19 -16 -17 27 -19 24 -21 33 38 -24 -25 -26 -27 -28 -29 37 -31 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 leaf_value=-0.32165595057892477 0.12246928038420501 4.6353524036407467 -0.54080830975582728 1.3578915721491762 0.27721244442621867 -0.79274142909694367 2.6404710430569116 0.56666265381707082 1.7145702221082604 0.24396302286783855 1.3176997835882778 0.27383738899230958 1.5294814662138621 -0.90358439318339023 1.0543432539159603 1.007882720099555 0.86143803739547742 0.10406540948687201 -0.08331113474605277 -0.050595523834228516 0.094038682511874611 0.14599812020646766 0.74961224873860677 0.7394406309581939 0.44772062397003176 -0.23788513374328613 -0.50982626628875738 0.36366626076076342 -0.080058160113110649 0.33440423694523902 -0.013502787792288204 0.22525370209305376 -0.13500576769694303 -0.31801408601843795 -0.13365525832543007 0.046036403138758779 -0.12432303457178621 0.13967571928694442 -0.040277184064571675 -0.21922359626360086 0.095261549142690805 leaf_weight=136 54 20 38 38 375 37 27 36 23 30 29 20 24 30 22 36 20 291 969 20 70 94 48 21 25 20 20 23 4340 22 1350 27 156 23 26 226 224 37 104 49 65 leaf_count=136 54 20 38 38 375 37 27 36 23 30 29 20 24 30 22 36 20 291 969 20 70 94 48 21 25 20 20 23 4340 22 1350 27 156 23 26 226 224 37 104 49 65 internal_value=0 0.304546 1.28913 0.408542 0.221084 0.420704 0.546008 1.45544 0.413994 -0.0397426 0.211315 0.112287 0.505222 0.00911434 0.0673792 0.341213 0.0211809 -0.0366231 -0.0513037 -0.562389 0.0428792 0.16816 0.38031 1.1608 -0.0638638 -0.598055 -0.0845443 0.595188 -0.0658482 -0.0393741 -0.0430899 -0.0468094 -0.0885463 -0.020658 0.0686402 -0.00932015 -0.0396239 -0.0795821 0.0458413 -0.0816118 0.0881014 internal_weight=0 1192 96 76 1096 554 497 63 434 8053 353 324 101 542 492 411 470 427 7700 50 908 300 102 45 6792 57 223 43 6767 2341 2319 203 176 608 56 585 450 4426 198 4389 135 internal_count=9245 1192 96 76 1096 554 497 63 434 8053 353 324 101 542 492 411 470 427 7700 50 908 300 102 45 6792 57 223 43 6767 2341 2319 203 176 608 56 585 450 4426 198 4389 135 cat_boundaries=0 1 2 3 4 7 8 10 13 14 17 18 cat_threshold=532736 4000 1037 640 352387072 218431617 512 1074 16777216 84148224 44044288 3524270178 69734736 395 65536 65664 512 2572 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 0 26 7 26 split_gain=688064 1.85029e+06 629273 453280 328409 836362 1.44146e+06 1.03788e+06 921699 259533 519491 795135 245576 398277 194193 170744 157901 125032 153420 88067.3 72713.2 53084.8 50098.6 48278.4 62263.5 42901.3 19241.3 17298.4 5481.3 3149.79 threshold=323.80000000000007 128.11550000000003 179.01000000000002 86.350000000000023 123.63250000000001 0 767.58750000000009 1062.9250000000002 157.58975000000007 1 2 2022.5000000000002 3 68.280000000000015 307.23750000000007 453.00000000000006 352.08500000000004 460.42500000000007 1013.1050000000001 700.81750000000011 379.49000000000007 2.9625000000000008 2022.5000000000002 96.100500000000011 4 2022.5000000000002 299.69250000000005 2022.5000000000002 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 27 9 7 8 12 15 10 11 -1 13 26 22 16 -7 18 19 20 -11 -16 -14 24 25 -12 -6 -2 -29 -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 28 -30 -31 leaf_value=-0.058467170195146044 -0.18630909238542831 3.4751700754165649 1.6077456388650118 1.2873901109695436 0.20187085022797455 -0.0033639844604160473 2.6795933668315413 -2.192262423971425 1.979043765561334 -0.053015351937996003 0.35019468340957377 1.6061424700419107 -0.19556889125279017 1.4559309228261312 -0.47836337402462958 -0.77000132021696677 0.95764549618675598 0.56145347479617957 0.81944515696167941 -0.72023375034332282 -0.37222108960151673 -1.1254143978300548 0.39745487311790734 -0.52830777835845955 -0.14415918456183541 -0.049036820355583641 -0.11850141675848709 -0.36258709644449172 -0.54973007903379556 -0.25430688247680666 leaf_weight=55 35 20 27 20 37 92 32 23 29 8064 57 60 28 27 32 23 21 33 20 20 72 21 29 20 54 51 38 29 34 50 leaf_count=55 35 20 27 20 37 92 32 23 29 8064 57 60 28 27 32 23 21 33 20 20 72 21 29 20 54 51 38 29 34 50 internal_value=0 0.62384 0.230554 -0.0845666 -0.0278219 0.241189 0.701596 -0.167497 0.360505 -0.0414045 0.222821 0.745223 0.04427 0.377467 -0.274092 0.0153753 0.175231 -0.0527806 -0.0553243 -0.0574694 -0.0558402 -0.734742 0.106145 -0.0562226 -0.0143383 0.147968 0.0395489 -0.364558 -0.463585 -0.179824 internal_weight=0 165 145 118 8988 432 197 235 165 8556 347 115 212 102 110 136 113 8209 8176 8156 8136 53 57 232 212 108 75 98 63 104 internal_count=9153 165 145 118 8988 432 197 235 165 8556 347 115 212 102 110 136 113 8209 8176 8156 8136 53 57 232 212 108 75 98 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=25 num_cat=3 split_feature=4 25 5 5 24 11 11 10 10 11 2 3 6 4 5 26 1 1 1 24 22 6 6 1 split_gain=1.21913e+06 418060 596464 617013 340305 337449 310548 247522 1.06373e+06 236156 212593 188975 109224 158821 82532.3 70227.6 62858.8 51439 51242.1 222715 44230.6 26919.7 53840.2 4279.21 threshold=1422.3575000000001 0 385.88250000000005 297.56250000000006 1 65.362500000000011 419.52500000000009 52.547500000000007 237.07500000000002 118.20500000000003 457.74500000000006 362.12500000000006 206.14500000000001 62.300000000000004 1204.8925000000002 2022.5000000000002 378.05000000000007 52.345500000000008 48.619320000000009 2 80.990000000000023 259.12500000000006 308.62500000000006 665.43750000000011 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 6 14 10 9 -9 -6 -1 12 16 21 17 -13 18 -4 20 -20 -3 -14 -23 -18 right_child=-2 11 5 -5 7 -7 -8 8 -10 -11 -12 15 13 -15 -16 -17 23 -19 19 -21 -22 22 -24 -25 leaf_value=-0.1436776802688837 2.3907529942194619 -0.062879479151846857 -0.50167386634929767 1.8975303795224145 0.29029555888350955 0.54143890953063967 1.1858575897216797 2.8144661912918094 0.04273805236816406 -0.60295859552198838 0.67652136783389483 0.9234185926119487 -0.22338392181396485 0.95364900665283203 -1.4691659507751464 0.23245947737442818 -0.3308243729086483 -1.131133500099182 0.39793930250504789 -0.17953597796279072 0.39672013237362819 0.59792253708839416 -0.014262384526869828 -0.51516630029678345 leaf_weight=448 21 7252 37 21 654 20 20 20 45 31 34 24 25 25 20 38 34 20 111 141 21 20 51 20 leaf_count=448 21 7252 37 21 654 20 20 20 45 31 34 24 25 25 20 38 34 20 111 141 21 20 51 20 internal_value=0 -0.0214481 0.13901 0.197623 0.16911 -0.615867 -0.0344702 0.301808 0.895577 0.249871 -0.0858213 -0.049884 -0.0543758 0.2437 -0.916467 0.499928 -0.0591346 -0.722537 -0.056695 0.0834949 -0.0615524 0.0588174 0.158184 -0.399099 internal_weight=0 9132 1370 1273 1252 97 502 750 65 685 482 7762 7700 121 77 62 7579 57 7525 252 7273 96 71 54 internal_count=9153 9132 1370 1273 1252 97 502 750 65 685 482 7762 7700 121 77 62 7579 57 7525 252 7273 96 71 54 cat_boundaries=0 2 3 4 cat_threshold=17309952 150994944 3008 31 is_linear=0 shrinkage=0.01 Tree=147 num_leaves=23 num_cat=2 split_feature=4 25 5 5 14 14 0 9 3 6 4 5 1 0 1 25 6 6 3 3 1 14 split_gain=1.19486e+06 409728 584594 604734 276206 366514 282903 255433 185212 107048 155661 71759.5 61609 84443.2 244583 49057.6 26384 52768.8 24805.3 13511.6 4194.05 2881.26 threshold=1422.3575000000001 0 385.88250000000005 297.56250000000006 460.42500000000007 1.1200000000000003 287.36250000000007 285.37500000000006 362.12500000000006 206.14500000000001 62.300000000000004 904.12500000000011 378.05000000000007 218.97000000000003 57.050000000000004 1 259.12500000000006 308.62500000000006 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 9 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=0.1266691484667424 2.3668455396379744 -0.014080713071399747 -0.50252873283166155 1.8785550426301501 1.0432604195731028 -0.81074288277398976 0.65731221778972726 0.31075110974519149 0.34658841240406035 -0.22115008010864259 0.94411249160766608 -1.2949361637660437 -0.32751613364500159 -0.0029451968752104664 1.1060823750495912 -0.075036564881995158 0.59194333791732789 -0.01411976458979588 0.7646370920267973 -0.84825342798233039 -0.51001464605331426 -0.65325615956233096 leaf_weight=1059 21 1747 26 21 35 21 111 23 40 25 25 28 34 116 24 5638 20 51 22 20 20 26 leaf_count=1059 21 1747 26 21 35 21 111 23 40 25 25 28 34 116 24 5638 20 51 22 20 20 26 internal_value=0 -0.0212312 0.13762 0.195646 0.167419 0.14223 0.177012 -0.609709 -0.0493823 -0.0538292 0.241263 -0.895798 -0.0585404 -0.0561252 0.187174 -0.0607375 0.0582292 0.156602 0.494928 -0.652844 -0.395108 -0.723623 internal_weight=0 9132 1370 1273 1252 1217 1170 97 7762 7700 121 74 7579 7525 140 7385 96 71 62 46 54 47 internal_count=9153 9132 1370 1273 1252 1217 1170 97 7762 7700 121 74 7579 7525 140 7385 96 71 62 46 54 47 cat_boundaries=0 2 5 cat_threshold=17309952 150994944 371281920 3489923267 67179268 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 12 14 8 12 1 8 7 12 split_gain=665810 2.04994e+06 434629 431098 345024 827880 592021 1.32752e+06 727600 219090 123828 117000 163291 128147 123654 45106.3 23897.5 32960 18317.2 threshold=323.80000000000007 323.80000000000007 426.65000000000009 1265.0725000000002 123.63250000000001 508.59600000000006 0 603.77750000000015 1081.6425000000002 299.69250000000005 303.37500000000006 486.41000000000003 460.42500000000007 543.33000000000004 331.12500000000006 51.670000000000009 13.037000000000001 475.26000000000005 874.60000000000014 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 -13 right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11 -12 18 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.036934674116373627 0.0057831107245551218 2.6173486215640338 1.3070510655357725 -1.4582526851835707 -0.047808337012926742 2.189685276576451 0.32982540591343035 3.1501039581298831 -1.6513752492268881 -0.23877398337364197 0.71628603282727699 -0.36434921527731007 0.64677286066327777 -0.61708860347145478 0.75030103683471683 -0.69617670921236285 0.13392616319656372 -0.45117537623957582 -0.75773077106475828 leaf_weight=8398 27 39 21 21 48 21 148 20 27 125 38 29 35 38 20 20 20 38 20 leaf_count=8398 27 39 21 21 48 21 148 20 27 125 38 29 35 38 20 20 20 38 20 internal_value=0 0.613886 -0.0062338 -0.0271515 -0.0238 0.253606 0.153464 0.757984 -0.0826443 0.0694777 0.289815 -0.0376703 -0.0348585 -0.0376798 -0.0350643 -0.268891 -0.168353 -0.261362 -0.524913 internal_weight=0 165 126 8988 8967 427 406 106 300 273 86 8540 8491 8456 8418 105 85 65 49 internal_count=9153 165 126 8988 8967 427 406 106 300 273 86 8540 8491 8456 8418 105 85 65 49 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=652560 2.00914e+06 505790 422519 338158 811405 580240 1.30111e+06 713121 278744 518258 855139 214730 121364 118433 95152.1 116751 35241.1 42684 22737.3 11650.5 12464.4 9058.24 72.5569 threshold=323.80000000000007 323.80000000000007 86.350000000000023 1265.0725000000002 123.63250000000001 508.59600000000006 0 603.77750000000015 1081.6425000000002 1 2 2022.5000000000002 299.69250000000005 303.37500000000006 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=-0.060551550258289684 -0.11259343762551584 2.591175146591969 1.2070375150662882 -1.4436701470329649 -0.047330252528190613 2.1677884047372 0.32652714922621445 3.118602928161621 -1.6348615208378545 -0.050456162653177573 0.26346104468068771 1.6799015179995835 -0.23638624746322631 0.70912318581028988 0.70090598960717521 -0.62274528763510961 0.59639125960213801 -0.18459843102148024 -0.11741501331329346 -0.25009909152984622 -0.71757651519775389 -0.38551961825444148 -0.36078531203847947 -0.16847771050795068 leaf_weight=55 31 39 27 21 48 21 148 20 27 8093 62 58 125 38 21 22 28 59 56 22 20 26 33 53 leaf_count=55 31 39 27 21 48 21 148 20 27 8093 62 58 125 38 21 22 28 59 56 22 20 26 33 53 internal_value=0 0.607747 -0.00617146 -0.02688 -0.023562 0.25107 0.151929 0.750404 -0.0818178 -0.0372936 0.238081 0.765073 0.0687829 0.286917 -0.0490472 -0.0510334 -0.0482259 -0.041922 0.0762449 -0.337047 -0.439371 -0.529892 -0.465569 -0.162464 internal_weight=0 165 126 8988 8967 427 406 106 300 8540 343 113 273 86 8197 8176 8121 230 118 99 68 46 55 112 internal_count=9153 165 126 8988 8967 427 406 106 300 8540 343 113 273 86 8197 8176 8121 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=16 num_cat=0 split_feature=4 2 8 5 10 3 3 1 1 3 1 0 10 10 2 split_gain=1.2497e+06 821933 1.42184e+06 696326 381685 367768 536830 283678 435918 498548 206275 144430 142389 254003 18692.9 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 1211.5375000000001 66.112500000000011 449.26500000000004 293.06250000000006 802.66250000000002 232.70000000000002 63.870000000000005 217.52000000000004 636.15000000000009 96.07050000000001 589.71000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 5 4 7 10 -7 12 9 -9 14 -10 13 -1 -3 right_child=-2 2 -4 -5 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 leaf_value=-0.039355352310649662 2.4889309728145599 0.54925411972132598 3.2053126739561559 -1.8894612350463869 1.2940815821560947 2.2910181727409364 0.027328673059290109 0.39682669828808503 -0.019959744513034821 2.096359597682953 -0.70546131197611484 -1.1032382183074951 -0.8366325733878397 0.3211575187951326 0.17515927724978503 leaf_weight=8558 20 22 20 20 22 20 22 126 32 20 30 20 22 200 34 leaf_count=8558 20 22 20 20 22 20 22 126 32 20 30 20 22 200 34 internal_value=0 -0.0134893 0.725696 -0.0256179 -0.021476 0.338256 1.10528 -0.0246997 0.349616 0.629639 -0.0363353 -0.436605 -0.0331409 -0.0311226 0.322125 internal_weight=0 9168 148 9020 9000 128 42 8978 198 146 86 52 8780 8758 56 internal_count=9188 9168 148 9020 9000 128 42 8978 198 146 86 52 8780 8758 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 1 6 0 12 26 11 split_gain=1.22483e+06 805577 1.39355e+06 682470 360450 526148 296798 772075 257582 202171 190526 387190 176654 115436 111539 110758 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 66.112500000000011 449.26500000000004 283.87500000000006 73.320000000000007 1205.5225000000003 63.870000000000005 383.62912500000004 73.46250000000002 806.46500000000003 28.409500000000005 2022.5000000000002 744.3325000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 9 -6 8 13 10 14 12 -12 -1 15 -3 -8 right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 leaf_value=-0.033555307725157364 2.4640417414903641 0.78143072852381945 3.1732595123052598 -1.8705666141510011 2.2681079926490786 0.027055387605320322 0.49234683147290859 1.7484160872066721 -1.1614903767108917 -0.69840666834513343 0.58058883574156628 -0.8980619675772531 0.79195563683143033 -0.63964869126029633 -0.11172459080301483 -0.40071411132812501 leaf_weight=8701 20 27 20 20 20 22 41 34 20 30 113 21 26 23 29 21 leaf_count=8701 20 27 20 20 20 22 41 34 20 30 113 21 26 23 29 21 internal_value=0 -0.0133544 0.718439 -0.0253617 0.334873 1.09422 -0.0212612 0.474836 -0.0279086 -0.0359719 -0.02535 0.34886 -0.0310959 -0.0345964 0.318904 0.189858 internal_weight=0 9168 148 9020 128 42 9000 119 8881 86 8861 134 8727 85 56 62 internal_count=9188 9168 148 9020 128 42 9000 119 8881 86 8861 134 8727 85 56 62 is_linear=0 shrinkage=0.01 Tree=152 num_leaves=17 num_cat=3 split_feature=4 2 0 5 10 25 24 2 4 26 2 2 2 25 0 0 split_gain=1.20045e+06 789546 1.30047e+06 668888 372547 288343 427196 511288 323824 151785 263393 91168.9 74825.2 46425.8 107168 96160 threshold=1422.3575000000001 437.62500000000006 483.75000000000006 1279.9550000000002 1211.5375000000001 0 1 147.46662000000001 449.64000000000004 2022.5000000000002 569.59500000000014 844.84875000000011 967.31750000000011 2 404.82250000000005 228.76800000000003 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 9 2 2 left_child=1 3 9 4 5 6 8 -8 -1 11 -11 -3 -12 14 -7 -15 right_child=-2 2 -4 -5 -6 13 7 -9 -10 10 12 -13 -14 15 -16 -17 leaf_value=-0.14054700393544689 2.439401410698891 0.31527869660513741 2.6518331817431107 -1.851860963821411 1.2786657541448421 -0.017731566456462781 0.17531829819192438 1.2226882714641338 0.90434398281958794 0.86825367522239694 -0.90980422724848209 1.1367934105613016 -0.073470937967300406 -0.078484587734525477 -0.59052420587250676 0.56997247073961343 leaf_weight=686 20 35 28 20 22 3210 955 49 31 20 23 22 20 3991 33 23 leaf_count=686 20 35 28 20 22 3210 955 49 31 20 23 22 20 3991 33 23 internal_value=0 -0.0132209 0.711255 -0.0251081 -0.0210486 -0.0242335 0.0918314 0.224202 -0.0940586 0.258453 -0.0798388 0.632355 -0.520812 -0.0518134 -0.0234877 -0.0745832 internal_weight=0 9168 148 9020 9000 8978 1721 1004 717 120 63 57 43 7257 3243 4014 internal_count=9188 9168 148 9020 9000 8978 1721 1004 717 120 63 57 43 7257 3243 4014 cat_boundaries=0 3 4 7 cat_threshold=524672 83886081 16 2945 2543861760 3525316770 606147076 is_linear=0 shrinkage=0.01 Tree=153 num_leaves=29 num_cat=6 split_feature=4 10 11 4 10 24 1 1 3 10 0 25 24 0 0 25 0 9 10 1 1 25 4 10 25 0 0 0 split_gain=1.17656e+06 556342 954371 1.57763e+06 847778 364281 290912 606493 679012 281282 251244 147808 178066 430257 686853 202405 137830 129283 191848 99701 105047 65284.3 31847.7 24874.6 21507 55829.3 53352.6 15326.8 threshold=1422.3575000000001 96.07050000000001 283.87500000000006 43.440000000000005 114.60000000000002 0 362.77500000000003 802.66250000000002 141.99000000000004 541.75000000000011 254.41050000000004 1 2 352.08500000000004 525.67500000000007 3 331.12500000000006 217.89500000000004 480.02500000000003 593.34250000000009 497.97750000000002 4 383.62912500000004 173.32500000000002 5 258.76500000000004 172.12500000000003 509.79100000000005 decision_type=2 2 2 2 2 1 2 2 2 2 2 9 1 2 2 9 2 2 2 2 2 9 2 2 9 2 2 2 left_child=1 6 4 -4 -3 9 11 8 19 23 -9 12 13 15 -15 -1 21 18 -7 20 -8 -14 24 -6 25 -13 -26 -18 right_child=-2 2 3 -5 5 17 7 10 -10 -11 -12 22 16 14 -16 -17 27 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 leaf_value=0.24155732984128209 2.415007397413254 2.0752594222057432 0.072410016413088196 3.6799238204956057 0.10373021555691958 0.3066393419625103 0.52306437551975249 0.083541813398662373 2.4944724755287173 -1.4753110681880606 -1.2406695888353432 -0.036498164125228875 -0.11976842160819891 2.1955847229003904 0.11990612701936203 -0.017648568599259142 -0.73048911412556961 -0.33315929985046389 1.4189715499877928 1.0576379971277146 -0.33953827810287479 0.020393565337961685 -0.43547433231187904 -0.30106186881897939 -0.08474379788533673 -0.40828178934934661 0.4334555749893188 -0.39836529692014061 leaf_weight=427 20 21 27 22 20 69 48 38 20 22 23 2718 547 25 44 972 24 20 20 21 20 822 23 63 3018 41 20 33 leaf_count=427 20 21 27 22 20 69 48 38 20 22 23 2718 547 25 44 972 24 20 20 21 20 822 23 63 3018 41 20 33 internal_value=0 -0.0130887 0.422602 1.69211 0.157896 -0.030256 -0.0270167 0.382679 0.829506 -0.429123 -0.415751 -0.0350093 0.023407 0.100403 0.871964 0.0630662 -0.0560037 0.360289 0.556602 0.455356 0.269358 -0.0363357 -0.0639872 -0.203522 -0.0626236 -0.0418713 -0.0810655 -0.538207 internal_weight=0 9168 284 49 235 214 8884 170 109 105 61 8714 2894 1468 69 1399 1426 109 89 89 68 1369 5820 83 5797 2759 3038 57 internal_count=9188 9168 284 49 235 214 8884 170 109 105 61 8714 2894 1468 69 1399 1426 109 89 89 68 1369 5820 83 5797 2759 3038 57 cat_boundaries=0 1 4 5 7 9 12 cat_threshold=697 2250768768 218103841 536875520 1622 384 16777217 2149581056 16777216 293617730 3527151618 338266198 is_linear=0 shrinkage=0.01 Tree=154 num_leaves=17 num_cat=4 split_feature=4 2 8 5 10 3 3 25 24 2 4 2 25 6 26 25 split_gain=1.15315e+06 770717 1.36067e+06 656888 362978 349420 513556 277727 415516 498528 314069 86082.3 44468.8 49983.7 34542.1 10486 threshold=1422.3575000000001 437.62500000000006 249.87000000000003 1279.9550000000002 1211.5375000000001 66.112500000000011 449.26500000000004 0 1 147.46662000000001 449.64000000000004 532.72500000000014 2 99.89997000000001 2022.5000000000002 3 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 9 2 2 9 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=-0.13902924372746717 2.3908573048114778 0.48230337008186008 3.1285239024162292 -1.8349926376342773 1.2622357680580831 2.2312083206176756 0.017134902694008566 -0.031791645314987238 0.17235756366040694 1.2065748718806675 0.89000374271023663 0.013108561197916667 -0.15086143996689347 0.15693292513996565 -0.45573420763015748 -0.069314011669652939 leaf_weight=686 20 23 20 20 22 20 22 3096 955 49 31 30 172 147 33 3842 leaf_count=686 20 23 20 20 22 20 22 3096 955 49 31 30 172 147 33 3842 internal_value=0 -0.0129564 0.702828 -0.024701 -0.0206781 0.323814 1.07146 -0.0238218 0.0900865 0.220635 -0.0932379 -0.0413139 -0.0508892 -0.0231656 -0.232476 -0.0731745 internal_weight=0 9168 148 9020 9000 128 42 8978 1721 1004 717 86 7257 3243 63 4014 internal_count=9188 9168 148 9020 9000 128 42 8978 1721 1004 717 86 7257 3243 63 4014 cat_boundaries=0 3 4 7 9 cat_threshold=524672 83886081 16 2945 2543861760 3525316770 606147076 8192 4196352 is_linear=0 shrinkage=0.01 Tree=155 num_leaves=24 num_cat=2 split_feature=25 0 2 7 7 5 5 0 0 10 12 12 3 26 0 6 25 0 1 0 6 6 2 split_gain=809210 841184 1.50958e+06 611063 2.57541e+06 1.26167e+06 499855 211399 502335 287202 209805 140264 164786 145179 87412 73761.8 73384.6 97384.9 297414 53979.6 46540.5 46037.1 23104.1 threshold=0 806.46500000000003 98.25500000000001 595.50000000000011 323.80000000000007 43.440000000000005 64.050000000000011 50.730000000000011 462.80000000000007 96.07050000000001 128.11550000000003 362.12500000000006 362.12500000000006 2022.5000000000002 583.76964000000009 44.590000000000011 1 216.15000000000003 68.280000000000015 270.37500000000006 206.14500000000001 543.33000000000004 280.25000000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 7 9 -9 -1 21 12 14 -14 16 -5 17 20 -19 22 -2 -8 -18 right_child=11 2 -4 15 5 -7 10 8 -10 -11 -12 -13 13 -15 -16 -17 19 18 -20 -21 -22 -23 -24 leaf_value=0.10355566553721268 -0.023879571443047722 0.059353735446929935 3.2580374652862547 -0.47870142391749787 0.77969393348693838 4.2139201388151744 -0.69004515347432116 1.0347312041075833 -0.31820236322356432 0.82400872440661421 0.50680811309814455 0.61860018372535708 1.1802897415161133 0.1122579323904855 -0.60639420918055942 -1.2627177590983254 -0.06625796193026999 0.010858660775261956 1.3592534065246582 -0.57588604155040923 0.22396358771201894 -0.16358350348472595 -0.37103437995910649 leaf_weight=890 2646 36 25 21 20 23 98 83 41 59 20 32 20 35 28 28 4892 74 21 21 78 20 25 leaf_count=890 2646 36 25 21 20 23 98 83 41 59 20 32 20 35 28 28 4892 74 21 21 78 20 25 internal_value=0 0.220925 1.37029 0.168813 0.21162 2.61661 0.126224 0.199084 0.58739 0.148347 -0.440289 -0.0420605 -0.0448107 0.500633 -0.0486642 -0.926711 -0.046651 -0.0057859 0.308925 -0.0698269 -0.0167827 -0.600814 -0.0678076 internal_weight=0 1364 61 1303 1254 43 1211 1073 124 949 138 7872 7840 55 7785 49 7757 2819 95 4938 2724 118 4917 internal_count=9236 1364 61 1303 1254 43 1211 1073 124 949 138 7872 7840 55 7785 49 7757 2819 95 4938 2724 118 4917 cat_boundaries=0 2 5 cat_threshold=532864 16842752 109117440 3391357091 603984404 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=1.54196e+06 522189 413108 587465 504586 1.93984e+06 163652 655540 244296 24086.4 threshold=1422.3575000000001 1341.6425000000002 1064.4750000000001 1064.4750000000001 308.62500000000006 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=-0.026315715778233963 2.7036541175842284 1.3543929750578745 -1.3819955626401035 1.6606044873737154 0.056823557444981167 3.2282164500070656 0.1329899304707845 0.78787435455322274 -1.1050873977997724 -0.36932614114549422 leaf_weight=8900 21 28 22 21 21 23 30 100 34 36 leaf_count=8900 21 28 22 21 21 23 30 100 34 36 internal_value=0 -0.00916629 -0.0133221 -0.0100367 -0.0138735 0.776832 -0.0208524 -0.0172692 -0.524739 -0.212324 internal_weight=0 9215 9187 9165 9144 80 9064 9000 64 57 internal_count=9236 9215 9187 9165 9144 80 9064 9000 64 57 is_linear=0 shrinkage=0.01 Tree=157 num_leaves=19 num_cat=3 split_feature=4 25 5 0 10 7 0 0 0 0 18 26 25 24 0 10 6 0 split_gain=1.51127e+06 590874 572763 695705 731975 329588 325248 79269.9 164629 174481 70111.5 59794.9 58926 63692.4 54987.3 21470.3 15269.5 2114.23 threshold=1422.3575000000001 0 1204.8925000000002 1219.7885000000003 1064.4750000000001 595.50000000000011 66.112500000000011 313.88000000000005 217.52000000000004 235.50000000000003 296.06250000000006 2022.5000000000002 1 2 540.74500000000012 223.98000000000002 44.590000000000011 270.37500000000006 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -10 12 -9 13 -3 -13 -14 -7 -11 right_child=-2 7 -4 -5 -6 16 -8 11 9 17 -12 14 15 -15 -16 -17 -18 -19 leaf_value=0.095885849176167937 2.676617589223953 0.10502377882306373 -1.3800077555576959 1.7390214106014796 2.0521210346221923 -0.50832377570016041 0.50460068845748896 -0.70831646796195746 1.1832685834711247 0.14723418045043946 0.52744796437521779 -0.47271196116571845 -0.063190098680228304 -0.039983700430300403 0.23504443304879324 -0.29565547180175783 -0.87409716956615457 0.0018301658630371094 leaf_weight=1446 21 447 24 28 20 21 225 31 22 20 21 23 5892 889 21 40 25 20 leaf_count=1446 21 447 24 28 20 21 225 31 22 20 21 23 5892 889 21 40 25 20 internal_value=0 -0.00907463 0.153571 0.175294 0.150087 0.127932 0.150919 -0.0483992 -0.0451642 0.467955 -0.0495288 -0.371923 -0.0511959 0.00895284 -0.134919 -0.0646487 -0.707114 0.0745322 internal_weight=0 9215 1789 1765 1737 1717 1671 7426 7351 62 7289 75 7268 1336 44 5932 46 40 internal_count=9236 9215 1789 1765 1737 1717 1671 7426 7351 62 7289 75 7268 1336 44 5932 46 40 cat_boundaries=0 3 6 7 cat_threshold=532864 2164326400 16 41943040 1109655715 67109380 596 is_linear=0 shrinkage=0.01 Tree=158 num_leaves=24 num_cat=3 split_feature=25 0 2 7 7 5 5 24 10 12 7 3 12 26 0 6 25 0 0 0 6 6 2 split_gain=772830 808416 1.47009e+06 592919 2.50933e+06 1.22788e+06 492445 265986 462758 202425 185026 135545 171621 160872 85529.8 71843.3 70064.1 94276.3 223190 52006.8 45167.4 43740.6 22734.6 threshold=0 806.46500000000003 98.25500000000001 595.50000000000011 323.80000000000007 43.440000000000005 64.050000000000011 1 73.46250000000002 128.11550000000003 2.6535000000000006 362.12500000000006 362.12500000000006 2022.5000000000002 583.76964000000009 44.590000000000011 2 216.15000000000003 235.50000000000003 270.37500000000006 206.14500000000001 543.33000000000004 280.25000000000006 decision_type=9 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 -3 4 6 -6 7 10 -9 21 -1 12 14 -13 16 -5 17 20 -19 22 -2 -8 -18 right_child=11 2 -4 15 5 -7 9 8 -10 -11 -12 13 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 leaf_value=-0.037911722343371805 -0.023477244840953176 0.048997648159662885 3.2055696567535397 -0.47216005234491254 0.76878297042846688 4.1567089793993084 -0.68424654813901498 0.25853912050448141 1.3456127793448311 0.49069677162170411 0.92333993366786415 1.167326595366001 0.71022070916493729 0.054157569988353832 -0.59928009510040281 -1.2459134772419931 -0.064721722710399429 1.2426031827926636 0.053681957372029618 -0.56496657507760184 0.22068230873499162 -0.17108362698554991 -0.36705106735229492 leaf_weight=431 2646 36 25 21 20 23 98 579 42 20 21 20 30 37 28 28 4892 20 75 21 78 20 25 leaf_count=431 2646 36 25 21 20 23 98 579 42 20 21 20 30 37 28 28 4892 20 75 21 78 20 25 internal_value=0 0.215923 1.34267 0.164831 0.206999 2.58093 0.122705 0.195023 0.326799 -0.439593 0.00660213 -0.0410824 -0.0446784 0.444743 -0.0475875 -0.914305 -0.0455961 -0.00566609 0.303981 -0.0682416 -0.0164859 -0.59727 -0.0662589 internal_weight=0 1364 61 1303 1254 43 1211 1073 621 138 452 7872 7815 57 7785 49 7757 2819 95 4938 2724 118 4917 internal_count=9236 1364 61 1303 1254 43 1211 1073 621 138 452 7872 7815 57 7785 49 7757 2819 95 4938 2724 118 4917 cat_boundaries=0 2 3 6 cat_threshold=532864 16842752 2288 109117440 3391357091 603984404 is_linear=0 shrinkage=0.01 Tree=159 num_leaves=28 num_cat=6 split_feature=4 25 0 6 24 9 0 0 1 18 5 12 10 1 0 0 0 25 24 25 25 1 4 0 12 0 0 split_gain=1.46877e+06 563255 571003 1.15278e+06 976289 938246 724205 601952 439129 338022 318803 264850 223170 164856 81221.6 158408 167809 66363 63921.4 67850.1 26054.9 22769.8 23720.9 9646.65 5515.38 2123.08 2029.25 threshold=1422.3575000000001 0 66.112500000000011 676.81250000000011 1 37.14500000000001 385.88250000000005 190.53000000000003 259.87500000000006 512.76250000000016 1062.9250000000002 239.70000000000002 96.07050000000001 129.39000000000001 313.88000000000005 217.52000000000004 235.50000000000003 2 3 4 5 449.26500000000004 404.82250000000005 561.34500000000014 724.31250000000011 404.82250000000005 270.37500000000006 decision_type=2 9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 9 1 9 9 2 2 2 2 2 2 left_child=1 2 9 4 5 7 8 -4 -6 10 11 12 -1 -8 15 17 -17 18 19 -3 -20 22 -19 25 -13 -16 -18 right_child=-2 14 3 -5 6 -7 13 -9 -10 -11 -12 24 -14 -15 23 16 26 21 20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=0.06956087280236066 2.6387232053847538 -0.073088349265021252 3.1233508972894577 2.7666822078011251 0.032687153112692914 -0.62241039276123045 -0.61544987583160404 1.1603828015874644 1.7401799345612525 1.3662239189147949 -1.1965557365417481 -0.54975761167464721 0.61665410488466676 -1.6884713690621513 -0.52832363543303118 1.1610687767375598 0.14496396827697755 -0.061862828836374513 0.066731781237352933 0.23753983469009399 -0.053881802784202799 -0.39861057138442996 0.25989565476127291 -0.23014615853627521 -0.76275637722015377 -0.39387307643890379 0.002512340545654297 leaf_weight=1327 21 101 21 22 61 23 45 61 20 20 20 31 79 21 23 22 20 6016 231 215 699 20 23 30 20 24 20 leaf_count=1327 21 101 21 22 61 23 45 61 20 20 20 31 79 21 23 22 20 6016 231 215 699 20 23 30 20 24 20 internal_value=0 -0.00892837 0.150864 0.571422 0.379772 1.06138 -0.16787 1.66309 0.45429 0.0748956 0.0574098 0.0746227 0.100301 -0.956866 -0.0470839 -0.0437701 0.459565 -0.0480421 0.0184823 0.13906 -0.0235317 -0.0616512 -0.0606374 -0.370244 -0.633287 -0.459668 0.0737382 internal_weight=0 9215 1771 274 252 105 147 82 81 1497 1477 1457 1406 66 7444 7367 62 7305 1246 316 930 6059 6039 77 51 47 40 internal_count=9236 9215 1771 274 252 105 147 82 81 1497 1477 1457 1406 66 7444 7367 62 7305 1246 316 930 6059 6039 77 51 47 40 cat_boundaries=0 3 4 7 8 10 12 cat_threshold=532864 16842752 16 1110 109051904 3257139363 512 532 100663296 1109655552 100663296 1076101120 is_linear=0 shrinkage=0.01 Tree=160 num_leaves=27 num_cat=2 split_feature=0 25 1 1 11 5 1 1 26 10 1 4 10 0 0 18 25 8 8 0 0 10 1 0 3 4 split_gain=1.68802e+06 734452 785755 516125 726022 484291 467645 586437 302510 284521 281478 263102 197235 116294 95218.6 63083.2 55193.3 59605.7 105492 51280.1 49261.7 41484.6 27776 20801.9 13968.8 6518.21 threshold=1219.7885000000003 0 98.63000000000001 736.8325000000001 166.11250000000004 1144.97 438.04750000000007 508.59600000000006 2022.5000000000002 911.47500000000014 134.19600000000003 511.57000000000005 397.87500000000006 228.76800000000003 263.99500000000006 348.33000000000004 1 226.95300000000003 283.87500000000006 561.34500000000014 381.31500000000005 195.15000000000003 258.76500000000004 309.90000000000003 277.85000000000008 911.47500000000014 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 6 9 10 -8 -5 11 -4 12 -1 15 -15 16 17 21 -19 20 23 -3 24 -16 -18 -13 right_child=-2 13 3 8 -6 -7 7 -9 -10 -11 -12 25 -14 14 19 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.10643784608095372 2.1421533713469634 -0.010285927047999178 1.4436431062789192 0.66889886220296224 2.7722749563157563 1.5759404876015404 2.8319399152483262 0.62128965633256095 -0.861084361246654 1.2668075256347657 0.160550119533487 -0.56895447342484085 -0.69966252542311136 0.81075188751220706 0.0043731420690363105 0.51328025309741498 -0.064907463358275311 0.8958876619338989 -0.024511460679950137 0.51561548347473141 -0.29009889322168686 -0.31368896277054498 -0.37667031715656152 0.4443858846028646 -0.27452386814169588 -0.80714048290252693 leaf_weight=1455 37 2219 21 24 20 22 21 28 28 20 92 27 31 25 22 20 4874 20 33 25 34 46 29 21 32 20 leaf_count=1455 37 2219 21 24 20 22 21 28 28 20 92 27 31 25 22 20 4874 20 33 25 34 46 29 21 32 20 internal_value=0 0.00193286 0.18198 0.723687 0.974722 0.102654 0.752802 1.56871 -0.154938 0.0817831 0.399001 0.0663229 0.0896215 -0.0422703 0.25767 -0.0475659 -0.0491124 -0.00865347 0.322809 0.122111 -0.00565 -0.0164478 -0.067961 0.219263 -0.0662747 -0.67031 internal_weight=0 9209 1809 234 182 1575 162 49 52 1553 113 1533 1486 7400 127 7273 7253 2318 53 102 77 2265 4935 43 4906 47 internal_count=9246 9209 1809 234 182 1575 162 49 52 1553 113 1533 1486 7400 127 7273 7253 2318 53 102 77 2265 4935 43 4906 47 cat_boundaries=0 3 6 cat_threshold=17310080 16777217 16 276905984 270794914 606143236 is_linear=0 shrinkage=0.01 Tree=161 num_leaves=33 num_cat=7 split_feature=0 2 25 1 24 5 0 0 8 1 24 0 10 25 4 2 8 8 25 10 0 0 18 1 1 8 1 25 4 24 10 10 split_gain=1.65594e+06 1.37854e+06 744359 725736 1.08631e+06 515012 509017 510556 405601 463294 304023 521084 365682 294856 293122 103870 81351.3 108174 47594 57234.1 48774.8 212225 43917.3 38799.5 38483.1 20779.2 9591.87 8237.79 13765.7 3524.6 1194.58 737.396 threshold=1062.9250000000002 68.280000000000015 0 98.63000000000001 1 1144.97 105.51500000000001 329.58750000000003 173.80000000000004 736.8325000000001 2 425.10000000000002 302.34700000000004 3 73.320000000000007 485.55000000000001 226.95300000000003 285.37500000000006 4 198.00000000000003 228.76800000000003 360.99000000000007 224.79000000000002 577.68750000000011 150.21700000000001 374.25000000000006 293.06250000000006 5 231.15000000000003 6 259.12500000000006 362.12500000000006 decision_type=2 2 9 2 1 2 2 2 2 2 1 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 1 2 2 left_child=2 -2 3 5 8 10 23 -8 9 14 11 12 -1 -12 -5 -15 18 -18 19 20 22 -22 -4 26 27 -19 -6 29 -29 -20 -21 -32 right_child=1 -3 16 4 6 -7 7 -9 -10 -11 13 -13 -14 15 -16 -17 17 25 24 30 21 -23 -24 -25 -26 -27 -28 28 -30 -31 31 -33 leaf_value=0.15494392879736626 0.45092366958486624 3.8635953311920166 -0.021800627673619028 1.7050059000989226 -0.5435980707804362 1.6617071805681503 2.0338538626134399 -0.15077198691990065 0.19406623566150663 0.46416379383632111 0.34864519918750148 1.8041751334780738 1.4680202198028565 -0.14261029126326685 3.0827234649658202 0.41522289449828009 0.74526390361785888 0.25440319798209454 -0.069072426934527545 -0.38469985055923461 0.71646305439084079 -0.2891065474254329 0.44836907148361205 -0.19174808570316859 -0.38248275940234849 -0.13177449653023168 -0.82632102966308596 -0.061819284652941953 -0.32484515762329103 -0.17720950049212855 -0.24697524881362917 -0.3318185452052525 leaf_weight=590 29 20 2981 47 30 21 20 23 20 21 157 21 22 721 23 35 30 22 107 20 43 41 20 28 39 38 20 3889 20 107 20 21 leaf_count=590 29 20 2981 47 30 21 20 23 20 21 157 21 22 721 23 35 30 22 107 20 43 41 20 28 39 38 20 3889 20 107 20 21 internal_value=0 1.84385 0.000624129 0.182479 0.705486 0.10621 -0.00758769 0.865333 1.36088 1.76687 0.0850812 0.251324 0.202146 -0.0325736 2.15768 -0.11526 -0.0437856 0.254971 -0.0475248 -0.0179555 -0.0120148 0.225649 -0.0186672 -0.489786 -0.0696654 0.00982399 -0.656687 -0.0668754 -0.0630039 -0.128638 -0.321339 -0.290432 internal_weight=0 49 9197 1799 232 1567 121 43 111 91 1546 633 612 913 70 756 7398 90 7308 3146 3085 84 3001 78 4162 60 50 4123 3909 214 61 41 internal_count=9246 49 9197 1799 232 1567 121 43 111 91 1546 633 612 913 70 756 7398 90 7308 3146 3085 84 3001 78 4162 60 50 4123 3909 214 61 41 cat_boundaries=0 3 4 5 6 9 11 12 cat_threshold=17310080 16777217 16 2841 1116 17309696 2493595648 271847586 606671620 33558528 1073807360 1705 is_linear=0 shrinkage=0.01 Tree=162 num_leaves=32 num_cat=6 split_feature=0 25 1 24 24 7 0 0 8 1 4 2 8 25 10 4 9 0 1 0 3 18 1 25 8 8 24 1 0 0 3 split_gain=1.62452e+06 704815 755020 1.20375e+06 469943 1.38031e+06 435497 576753 430121 496415 378468 316563 256205 225511 192702 156902 115117 112742 92264.1 126836 61542.3 61043.4 55013 53338.5 57271.1 101795 56663.3 26828 26172.8 59445.8 13689.9 threshold=1219.7885000000003 0 98.63000000000001 1 2 52.300500000000007 105.51500000000001 329.58750000000003 173.80000000000004 736.8325000000001 73.320000000000007 164.55774000000002 538.6450000000001 3 110.25000000000001 677.46500000000015 52.910000000000004 228.76800000000003 57.050000000000004 540.74500000000012 169.17500000000004 348.33000000000004 577.68750000000011 4 226.95300000000003 283.87500000000006 5 258.76500000000004 360.99000000000007 282.37500000000006 277.85000000000008 decision_type=2 9 2 1 1 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 9 2 2 1 2 2 2 2 left_child=1 2 4 8 5 11 20 -8 9 10 -4 13 14 -1 15 -6 -16 21 19 28 22 23 -5 24 26 -26 -3 30 29 -19 -25 right_child=-2 17 3 6 12 -7 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31 -32 leaf_value=0.4175883310012396 2.1014651272103593 0.043022094180363804 1.6879558330901125 -0.55166911972893606 0.029559015913063782 2.7344431145985921 2.0135153114795683 -0.28581215381622316 0.1921255843639374 0.45952220871334987 3.2313930743932726 1.4176411351290616 0.82108153317425703 -0.096345427716479581 -0.88092451524734505 -0.7160190269864839 -0.095622191292899006 -0.27613391544507898 0.78514813203078049 0.80882061595008481 -0.947660373506092 0.50507627433538438 0.092365735371907565 -0.063667607408308888 0.87947611904144285 -0.024650363344134708 -0.05801723394129011 -0.37007377575183742 -0.28026534340598369 0.43530904372533163 -0.27118126207962634 leaf_weight=171 37 943 47 36 1057 24 20 24 20 21 24 22 37 160 40 29 35 23 26 21 21 20 21 4874 20 33 1322 29 33 24 32 leaf_count=171 37 943 47 36 1057 24 20 24 20 21 24 22 37 160 40 29 35 23 26 21 21 20 21 4874 20 33 1322 29 33 24 32 internal_value=0 0.00188771 0.178265 0.709271 0.100505 0.403151 -0.0334126 0.759337 1.39656 1.81019 2.20968 0.25607 0.00188376 0.178866 -0.0242071 0.00964947 -0.51445 -0.0414144 0.253911 0.117157 -0.484888 -0.0466282 -0.314393 -0.0481496 -0.00837751 0.316529 -0.0160172 -0.0666786 -0.0644052 0.0871561 -0.0650211 internal_weight=0 9209 1809 234 1575 377 122 44 112 92 71 353 1198 331 1161 1086 75 7400 127 101 78 7273 57 7253 2318 53 2265 4935 80 47 4906 internal_count=9246 9209 1809 234 1575 377 122 44 112 92 71 353 1198 331 1161 1086 75 7400 127 101 78 7273 57 7253 2318 53 2265 4935 80 47 4906 cat_boundaries=0 3 4 5 7 10 11 cat_threshold=17310080 16777217 16 2841 84 16777472 16777217 276905984 270794914 606143236 355 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 3 3 1 split_gain=1.59321e+06 983454 558602 730398 677650 647366 559715 407134 255472 292933 232774 417572 169521 157490 120608 105615 74166.7 32310.8 31722 14260.7 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 265.62000000000006 9.775500000000001 172.12500000000003 65.050000000000011 458.28125000000006 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=-0.017178561328689963 0.63207261114284907 3.5145180263519284 1.3350190439224243 -0.1677106737657027 1.9527471456402228 2.213803984165192 1.5393056583404541 1.4023686847686767 1.3922290592193605 0.047129780125144301 1.2702455910408137 0.031507703607732598 -0.38786971468674508 -1.0026902024642281 -0.70242664850675141 -0.41577709963072595 0.28923747498648505 -0.52384903526306159 -0.87215865816388816 -0.39946289607456759 leaf_weight=8475 29 20 20 110 38 20 23 20 20 151 33 22 38 23 26 67 35 20 21 35 leaf_count=8475 29 20 20 110 38 20 23 20 20 151 33 22 38 23 26 67 35 20 21 35 internal_value=0 1.80858 0.000608562 0.316714 0.695529 0.502074 -0.0186057 -0.0227496 0.322835 0.19776 -0.0459502 0.428457 -0.0260534 -0.223487 -0.0223749 -0.020305 -0.123923 -0.232948 -0.560244 -0.223651 internal_weight=0 49 9197 527 249 211 8670 8647 191 171 278 75 8627 203 8568 8542 180 42 59 145 internal_count=9246 49 9197 527 249 211 8670 8647 191 171 278 75 8627 203 8568 8542 180 42 59 145 cat_boundaries=0 1 cat_threshold=2841 is_linear=0 shrinkage=0.01 Tree=164 num_leaves=35 num_cat=9 split_feature=0 2 25 1 24 0 0 24 7 8 1 0 4 8 10 25 4 9 8 8 3 1 25 10 24 0 25 1 8 25 4 24 10 10 split_gain=1.5615e+06 1.33947e+06 712224 687871 1.02826e+06 484492 483938 467086 1.34387e+06 392241 444434 328753 277302 251280 192069 179144 150592 112419 78303.2 103500 59067.4 54195.1 45587.6 56947.1 46646.2 198145 45040.7 37720.2 20414.3 8109.19 13412.8 3513.94 1165.6 748.586 threshold=1062.9250000000002 68.280000000000015 0 98.63000000000001 1 105.51500000000001 329.58750000000003 2 52.300500000000007 173.80000000000004 736.8325000000001 10.841250000000002 73.320000000000007 538.6450000000001 110.25000000000001 3 721.76691000000005 52.910000000000004 226.95300000000003 285.37500000000006 169.17500000000004 577.68750000000011 4 198.00000000000003 5 228.76800000000003 6 150.21700000000001 374.25000000000006 7 231.15000000000003 8 259.12500000000006 362.12500000000006 decision_type=2 2 9 2 1 2 2 1 2 2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 1 2 9 2 2 9 2 1 2 2 left_child=2 -2 3 7 9 20 -7 8 11 10 12 15 -5 14 16 -1 -9 -16 22 -20 21 -6 23 24 26 -26 -4 29 -21 31 -31 -24 -25 -34 right_child=1 -3 18 4 5 6 -8 13 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 19 28 -22 -23 27 32 25 -27 -28 -29 -30 30 -32 -33 33 -35 leaf_value=0.37666856253487724 0.41745173807801872 3.7814080924987792 0.038429689534483197 1.6658791904246553 -0.54510450839996338 1.9830911768898369 -0.14382370575614598 0.032006267175290259 2.7065913701057434 0.17671236407756805 0.44748133977254234 1.1955586309993969 3.0059040973497475 0.82823083930545383 -0.87165719461441049 -0.09029209661337495 -0.75326053390502934 -0.095612067631312775 0.72985158411661788 0.25289843949404633 -0.93000248318626777 0.094124861217680447 -0.067584854680248815 -0.3827756657600403 0.0040816959417848426 0.66198971200496592 -0.094002684950192442 -0.37787426459483614 -0.1298735623610647 -0.060408444201794531 -0.32004079675674441 -0.17481385422568035 -0.24587287616729736 -0.33135754358200797 leaf_weight=165 29 20 351 47 36 20 23 1055 24 20 21 34 23 36 40 153 25 35 30 22 21 21 107 20 1760 47 927 39 38 3889 20 107 20 21 leaf_count=165 29 20 351 47 36 20 23 1055 24 20 21 34 23 36 40 153 25 35 30 22 21 21 107 20 1760 47 927 39 38 3889 20 107 20 21 internal_value=0 1.7905 0.000602476 0.178488 0.687673 -0.00628484 0.845439 0.104241 0.406235 1.32532 1.7234 0.260933 2.10617 0.00544438 -0.0201538 0.161004 0.0138288 -0.509503 -0.0428381 0.250268 -0.476631 -0.309599 -0.0465064 -0.017567 -0.0116402 0.0210772 -0.0576144 -0.0681752 0.0104762 -0.0654111 -0.0615793 -0.12661 -0.320188 -0.289658 internal_weight=0 49 9197 1799 232 121 43 1567 376 111 91 352 70 1191 1155 318 1080 75 7398 90 78 57 7308 3146 3085 1807 1278 4162 60 4123 3909 214 61 41 internal_count=9246 49 9197 1799 232 121 43 1567 376 111 91 352 70 1191 1155 318 1080 75 7398 90 78 57 7308 3146 3085 1807 1278 4162 60 4123 3909 214 61 41 cat_boundaries=0 3 4 5 7 10 11 14 16 17 cat_threshold=17310080 16777217 16 2841 84 16777472 16777217 2493595648 271847586 606671620 2736 0 268697762 4096 33558528 1073807360 1705 is_linear=0 shrinkage=0.01 Tree=165 num_leaves=19 num_cat=4 split_feature=4 1 25 1 1 10 0 0 24 0 1 8 8 3 25 0 24 8 split_gain=1.19969e+06 742306 549639 661128 798193 478614 357924 359330 341445 285292 214800 83093.9 74997.5 52842.8 41924.1 105619 35751.7 12660.2 threshold=1530.8125000000002 1272.8850000000002 0 736.8325000000001 259.87500000000006 1064.4750000000001 96.632500000000022 303.37500000000006 1 43.440000000000005 433.55000000000007 226.95300000000003 285.37500000000006 458.71125000000006 2 284.92500000000007 3 374.25000000000006 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 2 9 2 1 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=-0.13437070887254066 2.3888501121884302 1.5664518019358318 -0.020331585922071502 -0.30404794965471543 0.029054408460050016 1.6532238197326661 2.688829273223877 0.7932291570305825 0.17779745472128058 -1.9728770084381102 1.1140469513999092 0.72651948814392087 0.24553275455128062 -0.56642786788940425 -0.029106901219613804 0.52693249834908384 -0.084067337791771293 -0.068131719404651278 leaf_weight=466 21 30 1728 21 37 20 20 20 1346 20 36 25 22 20 1826 36 3556 31 leaf_count=466 21 30 1728 21 37 20 20 20 1346 20 36 25 22 20 1826 36 3556 31 internal_value=0 -0.00400578 -0.00911019 0.137864 0.165048 0.114737 0.980725 1.74103 0.0977555 -1.11811 0.564119 -0.0495263 0.275034 -0.0531282 -0.0516915 -0.00911128 -0.065509 0.0620686 internal_weight=0 9260 9230 1986 1945 1832 113 40 1812 41 73 7244 78 7166 7146 1764 5382 53 internal_count=9281 9260 9230 1986 1945 1832 113 40 1812 41 73 7244 78 7166 7146 1764 5382 53 cat_boundaries=0 3 4 7 8 cat_threshold=532736 2365587457 16 896 2158039168 33816800 69276160 323 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=1.17582e+06 727535 487412 626836 586294 443313 490796 212356 69054.5 2126.88 threshold=1530.8125000000002 1272.8850000000002 802.66250000000002 438.04750000000007 157.58975000000007 362.77500000000003 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=-0.016048881525414792 2.364961728595552 1.5507872409820556 -1.0091982617378235 0.077540445327758792 2.3193050627765199 1.2019080225626628 1.2831350101684702 -0.63376084770475116 0.79655737876892097 -1.151683401627974 leaf_weight=8996 21 30 20 34 21 30 29 56 22 22 leaf_count=8996 21 30 20 34 21 30 29 56 22 22 internal_value=0 -0.00396647 -0.00901984 -0.00410668 0.894364 -0.0116999 -0.0157092 -0.0198703 0.360011 -1.08383 internal_weight=0 9260 9230 9188 77 9111 9081 9052 56 42 internal_count=9281 9260 9230 9188 77 9111 9081 9052 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=1.15242e+06 713057 477712 659740 619852 574627 425161 211933 67680.3 2084.55 threshold=1530.8125000000002 1272.8850000000002 802.66250000000002 1211.5375000000001 438.04750000000007 157.58975000000007 890.22500000000014 308.62500000000006 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=-0.025036230036811279 2.3413119742983866 1.5352793871561687 -0.99910626554489146 1.8101883254051208 0.076765056497910447 2.2961120087759834 1.0262725337346394 0.45227600402020396 0.78859180450439459 -1.1401665618202903 leaf_weight=8958 21 30 20 20 34 21 39 94 22 22 leaf_count=8958 21 30 20 20 34 21 39 94 22 22 internal_value=0 -0.00392681 -0.00892964 -0.00406561 -0.00802341 0.885421 -0.0155908 -0.0200796 0.356411 -1.07299 internal_weight=0 9260 9230 9188 9168 77 9091 9052 56 42 internal_count=9281 9260 9230 9188 9168 77 9091 9052 56 42 is_linear=0 shrinkage=0.01 Tree=168 num_leaves=19 num_cat=2 split_feature=4 1 25 1 1 20 5 0 0 0 1 8 8 3 25 0 0 8 split_gain=1.12948e+06 698867 534186 630398 763757 615177 559267 348559 354081 282101 204353 81033.5 73267.4 51200.8 40969.1 103331 35356.3 12450.5 threshold=1530.8125000000002 1272.8850000000002 0 736.8325000000001 259.87500000000006 95.75500000000001 1211.5375000000001 96.632500000000022 303.37500000000006 43.440000000000005 433.55000000000007 226.95300000000003 285.37500000000006 458.71125000000006 1 284.92500000000007 190.53000000000003 374.25000000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 10 -9 -5 -6 13 -13 14 15 -4 -16 -14 right_child=-2 -3 11 9 7 -7 -8 8 -10 -11 -12 12 17 -15 16 -17 -18 -19 leaf_value=0.11044786929784037 2.3178988211495537 1.5199265975952148 -0.019834676174688395 -0.28088030043102447 0.027481829701243222 1.6713146978378297 -1.5711082706451416 2.6516368227005005 0.76993179631233222 -1.9403514442443848 1.0857602903578016 0.71807447204589847 0.2432713200829246 -0.55750283336639406 -0.06193062240147304 0.52147053639094032 -0.3101709198129588 -0.067785525783415776 leaf_weight=1787 21 30 1728 21 37 25 20 20 20 20 36 25 22 20 5324 36 58 31 leaf_count=1787 21 30 1728 21 37 25 20 20 20 20 36 25 22 20 5324 36 58 31 internal_value=0 -0.00388754 -0.00884035 0.136053 0.162605 0.11339 0.0918363 0.960492 1.71078 -1.09038 0.549373 -0.0486845 0.271827 -0.0522411 -0.050827 -0.0087381 -0.064486 0.0613324 internal_weight=0 9260 9230 1986 1945 1832 1807 113 40 41 73 7244 78 7166 7146 1764 5382 53 internal_count=9281 9260 9230 1986 1945 1832 1807 113 40 41 73 7244 78 7166 7146 1764 5382 53 cat_boundaries=0 3 6 cat_threshold=532736 2365587457 16 2158039168 33816800 69276160 is_linear=0 shrinkage=0.01 Tree=169 num_leaves=17 num_cat=3 split_feature=4 1 25 1 1 20 5 3 2 3 25 2 16 2 25 1 split_gain=1.10701e+06 684960 525255 615193 714316 603640 547556 353986 242679 36024.4 39499.8 41667.3 45056.3 10903.3 8009.17 792.479 threshold=1530.8125000000002 1272.8850000000002 0 736.8325000000001 259.87500000000006 95.75500000000001 1211.5375000000001 259.87500000000006 13.037000000000001 451.12500000000006 1 352.38000000000005 6.9400000000000004 199.87500000000003 2 967.31750000000011 decision_type=2 2 9 2 2 2 2 2 2 2 9 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 8 -6 10 11 12 -4 14 -12 -5 right_child=-2 -3 9 15 7 -7 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 leaf_value=0.10819976481845549 2.294719872247605 1.5047273349761963 -0.014085241307795893 -1.0344244470596313 0.98328119008830106 1.6546015148162843 -1.5553971824645996 2.0614490569721569 -0.12775747554642813 -0.47284071063995364 -0.12516456715472335 0.36604621240070889 -0.24044360045548324 -0.2746072036743164 -0.06157197918034709 -1.1223795790899369 leaf_weight=1839 21 30 2611 20 66 25 20 22 28 20 221 28 91 25 4193 21 leaf_count=1839 21 30 2611 20 66 25 20 22 28 20 221 28 91 25 4193 21 internal_value=0 -0.00384866 -0.00875194 0.132447 0.157954 0.11106 0.090302 0.91958 0.652334 -0.0489554 -0.0478411 -0.017667 -0.0217087 -0.0662093 -0.065179 -1.07947 internal_weight=0 9260 9230 2041 2000 1884 1859 116 94 7189 7169 2730 2702 4439 4414 41 internal_count=9281 9260 9230 2041 2000 1884 1859 116 94 7189 7169 2730 2702 4439 4414 41 cat_boundaries=0 3 6 9 cat_threshold=532736 2365849601 16 2158039168 301990112 606147076 83886080 4259840 524288 is_linear=0 shrinkage=0.01 Tree=170 num_leaves=29 num_cat=5 split_feature=25 1 24 0 3 4 4 24 26 3 0 25 4 5 0 0 26 2 2 0 17 24 6 0 0 5 17 0 split_gain=1.30043e+06 1.26911e+06 393181 565164 570359 380794 605502 311816 277790 274339 226308 124703 110776 364722 101219 213372 108581 79189.1 76646 69976.9 53559.8 46209.8 34856.3 32705.3 20095.9 15546.2 3963.32 700.57 threshold=0 1236.1260000000004 1 449.26500000000004 66.112500000000011 677.46500000000015 457.74500000000006 2 2022.5000000000002 593.34250000000009 346.12500000000006 3 174.37500000000003 13.900500000000003 228.76800000000003 429.49500000000006 2022.5000000000002 515.86500000000012 190.53000000000003 173.32500000000002 6.9400000000000004 4 262.50000000000006 561.34500000000014 105.51500000000001 267.87500000000006 206.06250000000003 336.94125000000003 decision_type=9 2 1 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 10 5 8 6 7 -4 -5 11 12 14 13 18 17 16 -16 20 -1 22 21 -2 24 -17 25 -13 -22 -21 right_child=9 -3 3 4 -6 -7 -8 -9 -10 -11 -12 19 -14 -15 15 23 -18 -19 -20 27 26 -23 -24 -25 -26 -27 -28 -29 leaf_value=-0.19284820556640625 0.061105193631266652 2.3776946205928406 0.042872180951269045 0.0021784595400094987 2.5190644120086323 -0.76388858851264507 2.0347350559234618 0.42065454770002464 1.3794747007334676 1.137709384560585 -1.0297605169296264 -0.062299040137405677 -0.55360263466835025 1.3534152517318725 1.1657788085937499 -0.51099505329132078 0.31307574450969694 0.61901501156034922 0.46369962851206459 -0.38405675549660961 -0.1933216323243811 -0.02485445309384008 0.35626983022689823 0.047741815393621267 0.20045622749575251 -0.31229167613983155 -0.33629941940307617 -0.45520578451156618 leaf_weight=116 1050 29 370 32 22 34 20 566 27 20 25 4990 32 20 28 20 32 21 21 31 47 1517 20 22 29 25 33 25 leaf_count=116 1050 29 370 32 22 34 20 566 27 20 25 4990 32 20 28 20 32 21 21 31 47 1517 20 22 29 25 33 25 internal_value=0 0.306628 0.262274 0.338618 1.14488 0.276072 0.313058 0.27627 0.632467 -0.0319631 -0.12957 -0.0349686 -0.0173528 0.0919465 0.0191096 0.32834 0.711004 0.0073591 -0.0922095 -0.0641378 0.00250652 0.0104475 -0.0603754 -0.218323 -0.0620274 -0.0635453 -0.2523 -0.41582 internal_weight=0 1314 1285 1071 81 990 956 936 59 7910 214 7890 189 157 2770 102 60 2668 137 5120 2647 2567 5064 42 5044 5015 80 56 internal_count=9224 1314 1285 1071 81 990 956 936 59 7910 214 7890 189 157 2770 102 60 2668 137 5120 2647 2567 5064 42 5044 5015 80 56 cat_boundaries=0 2 3 4 7 8 cat_threshold=17309952 1 2176 1796 2158034944 2634350754 538972672 3602 is_linear=0 shrinkage=0.01 Tree=171 num_leaves=26 num_cat=4 split_feature=25 1 24 7 2 25 1 26 5 7 3 9 3 13 25 2 17 4 4 1 6 3 3 17 17 split_gain=1.27481e+06 1.24381e+06 389607 804833 691357 450701 400267 304490 297173 363512 1.67753e+06 341071 268880 246278 122226 94276.4 61277.5 57340.5 53440.1 42284.4 40199.3 14744.6 24850.7 4540.8 96.1834 threshold=0 1236.1260000000004 1 374.25000000000006 419.52500000000009 2 802.66250000000002 2022.5000000000002 1211.5375000000001 44.590000000000011 123.63250000000001 45.778960000000005 593.34250000000009 31.602000000000004 3 515.86500000000012 6.9400000000000004 438.71000000000009 190.53000000000003 362.77500000000003 262.50000000000006 267.87500000000006 153.20400000000004 206.06250000000003 115.57500000000002 decision_type=9 2 1 2 2 9 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 9 11 -11 -4 14 -7 15 16 17 18 -2 20 21 22 -16 24 -18 right_child=12 -3 6 -5 -6 13 -8 -9 -10 10 -12 -13 -14 -15 19 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.38363356623156319 0.019065148405065027 2.3539177000111549 0.16425217052335148 1.9823289300094951 2.1934929337501528 0.056436456527028771 -1.2546774360111781 1.4174199308667863 -0.99843588742342859 -0.03580064062414498 3.3227627875804902 -0.76906611669631231 1.1263322849869728 1.1967773399353028 -0.063305026885356053 0.65655669585518217 -0.17853187565620129 -0.42821630954742435 0.29164802899231779 -0.52252772521972657 0.38562540638446807 0.17394624379964974 -0.39275995295980698 -0.3418377789088658 -0.20730603763035366 leaf_weight=58 2563 29 578 33 20 357 21 56 22 58 20 42 20 20 5031 23 26 28 74 20 20 26 23 35 21 leaf_count=58 2563 29 578 33 20 357 21 56 22 58 20 42 20 20 5031 23 26 28 74 20 20 26 23 35 21 internal_value=0 0.303597 0.259687 0.460282 0.370997 0.296761 0.104796 0.819567 0.145903 0.181971 0.825369 0.101027 -0.031643 0.11391 -0.0346184 0.0189198 0.0136499 0.0219347 0.0267144 -0.0634964 -0.0618208 -0.0635824 -0.0648043 -0.255605 -0.191388 internal_weight=0 1314 1285 544 511 491 741 114 720 698 78 620 7910 377 7890 2770 2747 2665 2637 5120 5100 5080 5054 82 47 internal_count=9224 1314 1285 544 511 491 741 114 720 698 78 620 7910 377 7890 2770 2747 2665 2637 5120 5100 5080 5054 82 47 cat_boundaries=0 2 3 4 7 cat_threshold=17309952 1 1047 532480 2158034944 2634350754 538972672 is_linear=0 shrinkage=0.01 Tree=172 num_leaves=17 num_cat=0 split_feature=1 0 2 2 2 12 12 5 14 0 0 14 2 2 12 12 split_gain=1.09189e+06 1.43855e+06 541129 727504 333361 273521 968713 468200 172874 167776 265864 79958.7 62578.2 55659.3 15641.9 13647.1 threshold=1183.6900000000003 210.75000000000003 437.62500000000006 515.86500000000012 890.22500000000014 308.62500000000006 486.41000000000003 1211.5375000000001 460.42500000000007 1165.3425000000004 806.46500000000003 929.87500000000011 593.34250000000009 1202.4650000000004 417.90600000000001 700.81750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -4 12 7 14 8 9 10 -1 -10 -5 -6 -7 -8 right_child=1 -3 3 4 13 6 15 -9 11 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.0062949528836408622 -0.31610414695739747 3.3895201700383968 1.9246862957694313 0.087799725305466425 1.1154592759792621 1.9095656123161318 -0.16895631139928644 -1.4632426704059946 1.0977480645179749 -0.87780389005487625 1.0476378685235976 0.21426136425563269 -0.61473024129867559 0.46721571668430611 1.5140668926239014 -0.49686329968770343 leaf_weight=8842 20 22 33 21 26 20 22 22 20 22 24 21 32 27 20 30 leaf_count=8842 20 22 33 21 26 20 22 22 20 22 24 21 32 27 20 30 internal_value=0 1.62494 0.00888568 0.628085 0.224426 -0.000632039 0.541845 -0.00620771 -0.00261775 -0.00560625 -0.00344199 0.64523 -0.336369 0.785222 1.71182 -0.358133 internal_weight=0 42 9182 139 106 9043 92 8951 8929 8888 8866 41 53 53 40 52 internal_count=9224 42 9182 139 106 9043 92 8951 8929 8888 8866 41 53 53 40 52 is_linear=0 shrinkage=0.01 Tree=173 num_leaves=31 num_cat=6 split_feature=25 1 24 0 7 7 0 0 0 4 8 24 3 2 8 25 26 0 0 26 2 0 17 24 0 8 0 25 17 0 split_gain=1.24314e+06 1.19942e+06 383373 1.2141e+06 787602 1.68403e+06 465524 453429 435143 422362 271503 347702 263438 251279 119683 119253 114700 98458.8 209685 106598 75214.1 69070.7 51528.5 45227.5 31922.7 20414.7 18023.6 10984.4 3825.29 760.976 threshold=0 1236.1260000000004 1 449.26500000000004 323.80000000000007 729.18750000000011 1052.6300000000003 303.37500000000006 173.94850000000002 619.41500000000008 39.961300000000001 2 593.34250000000009 164.55774000000002 486.41000000000003 3 2022.5000000000002 228.76800000000003 429.49500000000006 2022.5000000000002 515.86500000000012 173.32500000000002 6.9400000000000004 4 561.34500000000014 307.15000000000003 105.51500000000001 5 206.06250000000003 336.94125000000003 decision_type=9 2 1 2 2 2 2 2 2 2 2 1 2 2 2 9 2 2 2 2 2 2 2 1 2 2 2 9 2 2 left_child=1 2 7 4 10 -6 -5 8 9 13 11 -4 15 -1 -12 17 -9 20 19 -19 22 25 23 -2 -20 26 27 -17 -24 -23 right_child=12 -3 3 6 5 -7 -8 16 -10 -11 14 -13 -14 -15 -16 21 -18 18 24 -21 -22 29 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.066791596505635292 0.060157611737836084 2.3130947649067846 0.46134583349461139 2.6149270652607082 3.6145610391526 -0.43998909711837769 0.74977758449056875 -0.3434501852411212 1.5263593821092085 -1.1032885531016758 -0.8766382479283118 -0.027560072032162188 1.1148282958865166 0.77618151870267138 0.075429687499999995 -0.036955624881252931 -1.1977966557343802 1.1534991495949882 -0.50751482868194575 0.30861850678920749 0.60308643295651398 -0.37912976018844113 -0.18973506625662459 -0.024882388008562035 0.044496994885531341 0.25975910472869873 0.19264467850327494 -0.071020052328880368 -0.33020107673876214 -0.45328276548385615 leaf_weight=359 1050 29 358 32 21 20 23 33 22 28 31 247 20 58 23 1393 30 28 20 32 21 31 47 1517 22 20 28 3623 33 25 leaf_count=359 1050 29 358 32 21 20 23 33 22 28 31 247 20 58 23 1393 30 28 20 32 21 31 47 1517 22 20 28 3623 33 25 internal_value=0 0.29968 0.256573 0.399059 0.291939 1.63673 1.83496 0.0452163 0.1535 0.0856284 0.208272 0.268913 -0.0313686 0.16546 -0.471128 -0.0343138 -0.750282 0.01857 0.323553 0.702896 0.00697987 -0.0628383 0.00225065 0.0100396 -0.218366 -0.0590986 -0.0603629 -0.0617752 -0.247677 -0.412234 internal_weight=0 1314 1285 755 700 41 55 530 467 445 659 605 7910 417 54 7890 63 2770 102 60 2668 5120 2647 2567 42 5064 5044 5016 80 56 internal_count=9224 1314 1285 755 700 41 55 530 467 445 659 605 7910 417 54 7890 63 2770 102 60 2668 5120 2647 2567 42 5064 5044 5016 80 56 cat_boundaries=0 2 3 4 7 8 11 cat_threshold=17309952 1 2784 27 2158034944 2634350754 538972672 3602 369152576 1078464576 270074180 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=1.04774e+06 1.40776e+06 522303 715248 430930 362353 348379 492294 209771 206896 181856 109723 15791.4 threshold=1183.6900000000003 210.75000000000003 437.62500000000006 515.86500000000012 1120.4650000000004 362.77500000000003 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=-0.0046254878973606165 -0.32839547538757324 3.3373555790294303 1.9026817058071948 -0.10777683041312479 -1.3388326589266459 0.96474462558061647 -0.1290145042396727 2.0599794349670408 -0.95503909784814578 0.90964435825347911 0.61905208039791026 -0.80043527530587244 0.26361038994789121 leaf_weight=8885 20 22 33 22 24 39 21 20 23 25 47 23 20 leaf_count=8885 20 22 33 22 24 39 21 20 23 25 47 23 20 internal_value=0 1.59176 0.00871663 0.61705 -0.000634054 0.00292696 0.216806 0.924488 -0.0012502 0.00119896 -0.00134371 -0.247611 0.0625098 internal_weight=0 42 9182 139 9043 9019 106 42 8980 8957 8932 64 41 internal_count=9224 42 9182 139 9043 9019 106 42 8980 8957 8932 64 41 is_linear=0 shrinkage=0.01 Tree=175 num_leaves=18 num_cat=3 split_feature=0 10 4 25 24 10 4 4 7 0 8 7 25 0 4 8 0 split_gain=857807 678973 415172 415161 425867 505516 302399 631127 239785 225490 96336.2 140139 48278.5 58027.6 35383 30456.3 20531.1 threshold=1165.3425000000004 1211.5375000000001 947.25000000000011 0 1 110.25000000000001 449.64000000000004 543.33000000000004 648.00000000000011 252.37200000000004 226.95300000000003 96.632500000000022 2 216.15000000000003 1341.6425000000002 303.37500000000006 148.26250000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 9 8 -8 -6 -1 12 15 13 -5 -4 -12 -14 right_child=-2 -3 14 10 6 -7 7 -9 -10 -11 11 -13 16 -15 -16 -17 -18 leaf_value=0.68642020929301228 1.4574952318370342 1.7859555630456834 -0.71592001506260461 -0.019997543967953165 0.04164378136363258 -0.73297928194845885 2.1769976053237916 -0.18584939223069413 -0.82628033204512163 -0.41401863098144531 0.3862235870361328 1.0071067069825672 -0.06098344229923653 0.21248668464454443 -1.296420938400995 -0.086121375727099048 -0.30768045930301441 leaf_weight=270 40 21 21 3275 899 31 20 26 33 20 20 21 4332 111 21 43 34 leaf_count=270 40 21 21 3275 899 31 20 26 33 20 20 21 4332 111 21 43 34 internal_value=0 -0.0101024 -0.0142124 -0.00965164 0.15524 0.466256 0.049472 0.841475 0.0109126 0.610528 -0.037137 0.299649 -0.0408343 -0.0123398 -1.00617 0.0638294 -0.0627608 internal_weight=0 9198 9177 9135 1299 321 978 46 932 290 7836 84 7752 3386 42 63 4366 internal_count=9238 9198 9177 9135 1299 321 978 46 932 290 7836 84 7752 3386 42 63 4366 cat_boundaries=0 2 3 6 cat_threshold=532864 134217728 11 2241941504 375457954 539558416 is_linear=0 shrinkage=0.01 Tree=176 num_leaves=20 num_cat=4 split_feature=10 1 25 8 24 3 1 3 26 11 8 7 25 11 1 1 24 8 8 split_gain=659850 509413 368801 460598 436288 511430 771633 360501 413063 241578 93208.4 124939 46700.2 145526 36982.5 42954 34824.9 29048 38.5654 threshold=1211.5375000000001 1236.1260000000004 0 1211.5375000000001 1 231.15000000000003 326.66250000000008 2.6721240000000006 2022.5000000000002 538.6450000000001 226.95300000000003 96.632500000000022 2 331.12500000000006 284.92500000000007 68.280000000000015 3 303.37500000000006 441.88278000000008 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 9 2 2 2 1 2 2 left_child=1 2 3 4 7 9 -7 8 -1 -6 12 17 13 16 15 -14 -4 -12 -19 right_child=-2 -3 10 -5 5 6 -8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 18 -20 leaf_value=0.29338077911543192 1.6879666021595829 1.2930349203745524 0.028426851893972309 -1.330299315679641 0.032865445973846538 0.33429469489036723 2.4974067606925967 -0.60869749711907428 1.1980272731375188 -0.9259023263719347 0.38236134672164918 0.96114094370887393 -0.061651104946661095 0.82089916314397549 -0.38417976379394531 0.17485329780823147 -0.045239379706205431 -0.070623723983764652 -0.089810283400795679 leaf_weight=109 23 30 1086 21 986 94 20 23 94 27 20 21 4965 21 35 78 1543 20 22 leaf_count=109 23 30 1086 21 986 94 20 23 94 27 20 21 4965 21 35 78 1543 20 22 internal_value=0 -0.00793261 -0.0121818 0.13832 0.162137 0.0780807 0.713788 0.55336 0.712281 0.00731092 -0.0387834 0.294493 -0.042413 -0.00821881 -0.0601229 -0.0579931 -0.0148729 0.0686924 -0.0806738 internal_weight=0 9215 9185 1374 1353 1127 114 226 203 1013 7811 83 7728 2650 5078 5043 2629 62 42 internal_count=9238 9215 9185 1374 1353 1127 114 226 203 1013 7811 83 7728 2650 5078 5043 2629 62 42 cat_boundaries=0 2 3 6 7 cat_threshold=532864 134283264 3 2241941504 371198114 2687504 3617 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=834876 652843 414848 551478 291141 496485 446939 216052 133444 99910.1 183368 53705.8 threshold=1165.3425000000004 1211.5375000000001 890.22500000000014 967.31750000000011 0 1 110.25000000000001 449.64000000000004 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=0.59617823838773709 1.4379062156677247 1.7512163888840449 1.5035159368515014 -1.2375673108487515 0.0075723610053828137 -0.022891598191387467 -0.7062636247174493 0.70255101514417084 0.47956000304222107 1.0925115940787575 -0.11818909020259463 -0.054502207964931576 leaf_weight=288 40 21 20 37 1824 907 29 43 35 22 29 5943 leaf_count=288 40 21 20 37 1824 907 29 43 35 22 29 5943 internal_value=0 -0.00994249 -0.0139726 -0.0191933 -0.0142313 0.125814 0.462439 0.00984064 0.851908 -0.0370409 0.404074 -0.0399851 internal_weight=0 9198 9177 9122 9085 1267 317 950 55 7818 51 7767 internal_count=9238 9198 9177 9122 9085 1267 317 950 55 7818 51 7767 cat_boundaries=0 2 3 6 cat_threshold=532864 134217728 11 2241925120 335612065 512 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=818262 639852 406593 356036 242842 289995 237265 483174 78924 36944.3 30464.5 threshold=1165.3425000000004 1211.5375000000001 890.22500000000014 2022.5000000000002 538.6450000000001 360.14500000000004 0 1 260.48750000000007 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=0.34635888152379612 1.423527138411999 1.7337042145502 1.6627254584983544 0.053313696043831967 -0.45009680359451859 1.1185843393653632 -0.043394314125586239 -0.033244223119032509 0.5705091431027367 0.53092071388078776 -0.92513684449372469 leaf_weight=500 40 21 27 28 27 20 7524 980 21 23 27 leaf_count=500 40 21 27 28 27 20 7524 980 21 23 27 internal_value=0 -0.00984357 -0.0138334 0.843389 -0.0190019 -0.0150203 -0.0189238 0.0964639 -0.0416305 0.804253 -0.687617 internal_weight=0 9198 9177 55 9122 9068 9025 1480 7545 43 54 internal_count=9238 9198 9177 55 9122 9068 9025 1480 7545 43 54 cat_boundaries=0 2 3 cat_threshold=8921472 134217728 1035 is_linear=0 shrinkage=0.01 Tree=179 num_leaves=15 num_cat=3 split_feature=0 10 4 25 24 10 2 2 4 19 11 11 25 4 split_gain=801975 627117 400831 385964 359492 480132 450522 315232 291714 115027 72925.2 193069 55791.7 34354 threshold=1165.3425000000004 1211.5375000000001 947.25000000000011 0 1 110.25000000000001 890.22500000000014 96.632500000000022 449.64000000000004 291.37500000000006 360.14500000000004 503.46500000000009 2 1341.6425000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 7 8 -1 -6 10 12 -12 -5 -4 right_child=-2 -3 13 9 6 -7 -8 -9 -10 -11 11 -13 -14 -15 leaf_value=0.7074769100178907 1.4092918980717659 1.7163672074817475 -0.70236767087663921 -0.00056992948799189629 -0.023434436044522694 -0.74764293835080908 1.2831267856729442 -0.59861788940429694 0.87265948897913892 0.72303005313873292 1.0843467987775803 -0.30514455556869508 -0.057125179332681353 -1.2743649509974888 leaf_weight=243 40 21 21 2614 826 29 29 20 38 20 20 20 5276 21 leaf_count=243 40 21 21 2614 826 29 29 20 38 20 20 20 5276 21 internal_value=0 -0.00974173 -0.0136916 -0.00921037 0.158391 0.457824 0.0564949 0.608154 0.0159771 -0.0343486 -0.036302 0.389601 -0.0384612 -0.988366 internal_weight=0 9198 9177 9135 1185 292 893 263 864 7950 7930 40 7890 42 internal_count=9238 9198 9177 9135 1185 292 893 263 864 7950 7930 40 7890 42 cat_boundaries=0 1 2 5 cat_threshold=532864 11 2239827968 505481376 537461248 is_linear=0 shrinkage=0.01 Tree=180 num_leaves=24 num_cat=5 split_feature=0 3 25 13 0 20 1 4 0 0 24 0 3 12 19 6 25 24 8 25 0 10 13 split_gain=1.08072e+06 1.23424e+06 399751 370442 406195 541360 532714 438628 338159 421045 302869 281358 243055 101786 88324.7 78335.6 61848.3 64277.2 148276 51858.2 46675.8 25499.7 12307.4 threshold=806.46500000000003 157.58975000000007 0 233.82500000000002 173.94850000000002 1.1200000000000003 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 1 1205.5225000000003 575.22000000000014 210.75000000000003 355.67500000000007 52.547500000000007 2 3 226.95300000000003 4 270.37500000000006 172.12500000000003 494.36250000000007 decision_type=2 2 9 2 2 2 2 2 2 2 1 2 2 2 2 2 9 1 2 9 2 2 2 left_child=2 11 3 4 5 7 8 10 -6 -10 -1 -2 14 22 16 -9 17 19 -19 -4 21 -18 -5 right_child=1 -3 12 13 6 -7 -8 15 9 -11 -12 -13 -14 -15 -16 -17 20 18 -20 -21 -22 -23 -24 leaf_value=-0.10426510836861351 1.1483896333199961 3.3209380049109463 0.072539993862135221 -0.1365552797317505 -0.70086354732513434 1.7585888576507569 1.7547270480791728 -0.86970644034591371 1.4181301413642036 -0.1717696769775883 0.26467966285827277 -0.28231646929468429 1.0356748757404941 -1.1788464555740357 0.6060705902462914 -0.13127764701843261 -0.061299364922718098 0.024768084126496615 0.62802277383350191 -0.10082890605826916 -0.43699336275909889 0.24678881291989929 -0.46937108154296875 leaf_weight=320 27 20 216 20 24 20 36 51 36 31 705 28 21 20 21 20 5368 1363 42 768 33 27 25 leaf_count=320 27 20 216 20 24 20 36 51 36 31 705 28 21 20 21 20 5368 1363 42 768 33 27 25 internal_value=0 1.19361 -0.0116926 0.149518 0.189145 0.128163 0.725018 0.0984105 0.31766 0.682505 0.151062 0.42003 -0.0386645 -0.585266 -0.0415922 -0.661698 -0.0433322 -0.000798247 0.0424988 -0.0624254 -0.0619368 -0.0597575 -0.321453 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2389 1405 984 5428 5395 45 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2389 1405 984 5428 5395 45 cat_boundaries=0 2 3 6 7 10 cat_threshold=17310080 1 3456 278925312 2485190818 536940544 472 2097152 268501120 65536 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 12 5 13 split_gain=1.05921e+06 1.20968e+06 391849 363082 398092 530577 522113 429916 331429 412667 325569 275759 238218 99760.8 86567.2 76776.7 60513.3 52262.5 150354 45551.6 31139.9 27569.4 12062.5 threshold=806.46500000000003 157.58975000000007 0 233.82500000000002 173.94850000000002 1.1200000000000003 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 102.07500000000002 1205.5225000000003 575.22000000000014 210.75000000000003 355.67500000000007 52.547500000000007 1 226.95300000000003 374.25000000000006 270.37500000000006 3.7170000000000001 315.18750000000006 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 20 -19 21 -4 -18 -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=0.2045231881720197 1.1369057367466113 3.2877286619804802 -0.00088394134802462199 -0.13518972873687746 -0.69385491371154784 1.7410028877258301 1.7371798107359144 -0.86100938123815196 1.403948819372389 -0.17005195494621031 -0.42839976021413051 -0.27949336239269801 1.0253181416647774 -1.167057957649231 0.60000987007504425 -0.12996486854553221 -0.057377179704426087 0.69767507243800808 -0.27358328546796523 -0.42607809739954333 -0.19272841236808083 -0.3902246059417725 -0.46467738113403323 leaf_weight=936 27 20 2196 20 24 20 36 51 36 31 89 28 21 20 21 20 5409 37 28 34 88 25 25 leaf_count=936 27 20 2196 20 24 20 36 51 36 31 89 28 21 20 21 20 5409 37 28 34 88 25 25 internal_value=0 1.18167 -0.0115742 0.148035 0.187266 0.126896 0.717768 0.097441 0.314484 0.67568 0.149567 0.41583 -0.0382782 -0.579414 -0.0411767 -0.655081 -0.0428992 -0.00031691 0.279287 -0.0610799 -0.0082755 -0.0589085 -0.318238 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2349 65 5468 2284 5434 45 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2349 65 5468 2284 5434 45 cat_boundaries=0 2 5 cat_threshold=17310080 1 278925312 2485190818 536875008 is_linear=0 shrinkage=0.01 Tree=182 num_leaves=28 num_cat=4 split_feature=3 8 26 2 25 24 10 11 10 2 2 25 26 7 12 25 3 3 12 7 26 4 2 4 17 2 3 split_gain=740339 880926 1.14315e+06 1.5154e+06 438722 331370 731537 677526 347028 306680 443847 242106 570913 236394 217725 186078 124331 112854 111576 103410 70992.9 65038.5 64278.5 50944 37518 33107.9 10466.4 threshold=346.12500000000006 475.26000000000005 2022.5000000000002 157.58975000000007 0 1 67.800000000000011 21.380000000000003 491.05000000000013 164.55774000000002 515.86500000000012 2 2022.5000000000002 175.23750000000004 308.62500000000006 3 497.97750000000002 844.84875000000011 362.12500000000006 485.55000000000001 2022.5000000000002 561.85750000000019 492.37500000000006 365.16250000000008 91.800000000000026 51.670000000000009 497.97750000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 16 5 6 9 -8 14 11 -11 13 -13 -1 15 20 -2 25 21 -17 -7 22 23 24 -6 26 -4 right_child=1 -3 17 -5 18 8 7 -9 -10 10 -12 12 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 leaf_value=-0.02728212200194825 -0.28409046899704704 2.6000489094257353 -0.12728189174945537 3.3172639211654662 -0.047246782484997779 0.12337112710282609 2.540099615874114 0.2309046244621277 -1.0987659685952325 1.9826279689954676 0.038629463513692223 -0.048711710277356601 1.0902338909521336 1.0851303691864014 0.86998468955357866 -0.055613845909343047 0.72624421119689941 -0.87501177310943601 0.59627227041456432 -0.69065316376862695 0.57631286019545336 -0.61721546125411997 0.4704926943778992 0.40281296501159669 -0.28672571800874941 0.22115253210067751 -0.4236429353193803 leaf_weight=426 21 20 26 25 7434 74 27 24 28 23 24 95 82 20 30 510 29 28 27 27 65 20 24 25 66 20 22 leaf_count=426 21 20 26 25 7434 74 27 24 28 23 24 95 82 20 30 510 29 28 27 27 65 20 24 25 66 20 22 internal_value=0 0.614246 0.381988 1.30702 -0.0148737 0.143629 0.294807 1.45342 -0.0068371 0.211014 0.989948 0.15225 0.453324 0.0221062 0.036372 -0.000622629 0.301904 -0.340695 -0.0453641 -0.0859428 0.312683 -0.0477129 -0.046204 -0.047852 -0.0493542 -0.120683 -0.263114 internal_weight=0 191 171 75 9051 1455 721 51 734 670 47 623 177 446 706 676 50 96 7596 537 139 7569 7549 7525 7500 68 48 internal_count=9242 191 171 75 9051 1455 721 51 734 670 47 623 177 446 706 676 50 96 7596 537 139 7569 7549 7525 7500 68 48 cat_boundaries=0 2 3 5 7 cat_threshold=17310080 2214658049 1111 17301760 65536 16777344 67174400 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 5 13 14 split_gain=1.02735e+06 1.17345e+06 376428 356668 388516 518321 508253 421732 325404 404886 320961 269826 232377 99143.8 84723.6 74788 58723.5 62773.3 77001.1 44833.6 27043.4 11835.4 5539.06 threshold=806.46500000000003 157.58975000000007 0 233.82500000000002 173.94850000000002 1.1200000000000003 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 102.07500000000002 1205.5225000000003 575.22000000000014 210.75000000000003 355.67500000000007 52.547500000000007 1 67.800000000000011 226.95300000000003 270.37500000000006 315.18750000000006 494.36250000000007 315.37500000000006 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=0.20135852044060204 1.1227640387747024 3.2380566575527188 -0.00097011750691015182 -0.13427613496780397 -0.68902764638264968 1.7196339702606203 1.7137898217307197 -0.85340380462945675 1.3893728627098931 -0.16971920890192832 -0.42706869639707412 -0.27831390942846024 1.0129138500349861 -1.161784041404724 0.59389687401907787 -0.13188911628723143 -0.056593758983679771 -0.23707968030411464 0.36498127306922007 -0.42783796837835603 -0.38625592803955078 -0.46064764938354497 -0.43290445137023925 leaf_weight=936 27 20 2258 20 24 20 36 51 36 31 89 28 21 20 21 20 5370 52 59 33 25 25 20 leaf_count=936 27 20 2258 20 24 20 36 51 36 31 89 28 21 20 21 20 5370 52 59 33 25 25 20 internal_value=0 1.16377 -0.0113899 0.145047 0.183918 0.124278 0.707999 0.0951652 0.310104 0.668002 0.146793 0.409488 -0.037563 -0.57596 -0.0404254 -0.65016 -0.0421295 -0.000684811 0.00834845 -0.0602581 -0.0581214 -0.315594 -0.291475 internal_weight=0 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2389 2317 5428 5395 45 72 internal_count=9242 75 9167 1308 1243 1116 127 1096 91 67 1025 55 7859 65 7838 71 7817 2389 2317 5428 5395 45 72 cat_boundaries=0 2 5 cat_threshold=17310080 1 278925312 2485190818 536940544 is_linear=0 shrinkage=0.01 Tree=184 num_leaves=27 num_cat=3 split_feature=0 3 26 25 13 0 20 1 4 0 0 5 3 26 12 25 14 8 8 24 0 6 5 13 14 14 split_gain=1.00691e+06 1.1501e+06 789575 368937 349570 380784 508007 498139 413340 318929 396829 314574 227753 99370.8 97170.8 59618.3 62820.2 74394.1 177305 47683.9 45088.9 20933.2 24279.3 11599.8 1784.79 513.843 threshold=806.46500000000003 157.58975000000007 2022.5000000000002 0 233.82500000000002 173.94850000000002 1.1200000000000003 293.06250000000006 394.95000000000005 287.36250000000007 486.41000000000003 102.07500000000002 575.22000000000014 2022.5000000000002 210.75000000000003 1 67.800000000000011 226.95300000000003 383.46000000000004 2 270.37500000000006 361.60000000000008 315.18750000000006 494.36250000000007 342.96000000000009 210.75000000000003 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 1 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 19 -19 -5 21 22 -17 -6 25 -18 right_child=1 -3 -4 12 14 7 -8 -9 13 10 -12 -13 -14 -15 -16 20 24 18 -20 -21 -22 -23 -24 -25 -26 -27 leaf_value=0.19934494475221151 -0.9563357750574748 3.2056760625839233 1.4596348098977918 0.055327794787163535 -0.13293337106704711 -0.68213736057281493 1.7024374923706054 1.6966518378257751 -0.24220521637887665 1.3754791047838 -0.16802199117598995 -0.4227980043646995 1.0027846998260135 -0.9922892103697124 -1.1501661934852601 -0.0559001681846596 -0.27696117776632312 0.83140438809114348 -0.2779677070617676 -0.037180697166372137 -0.42142843036090627 0.26679984855651856 -0.37467412769794467 -0.45604116744995116 -0.36416900730133056 -0.21342111778259276 leaf_weight=936 24 20 31 950 20 24 20 36 33 36 31 89 21 38 20 5358 35 34 25 1318 34 20 24 25 20 20 leaf_count=936 24 20 31 950 20 24 20 36 33 36 31 89 21 38 20 5358 35 34 25 1318 34 20 24 25 20 20 internal_value=0 1.15214 0.405393 -0.011276 0.143597 0.182078 0.123035 0.700919 0.0942136 0.307003 0.661322 0.145325 -0.0371874 -0.643659 -0.5702 -0.0400212 0.00158036 0.0107681 0.361331 0.00164846 -0.0582993 -0.0561217 -0.0573217 -0.312438 -0.283273 -0.253856 internal_weight=0 75 55 9167 1308 1243 1116 127 1096 91 67 1025 7859 71 65 7838 2402 2327 59 2268 5436 5402 5382 45 75 55 internal_count=9242 75 55 9167 1308 1243 1116 127 1096 91 67 1025 7859 71 65 7838 2402 2327 59 2268 5436 5402 5382 45 75 55 cat_boundaries=0 2 5 6 cat_threshold=17310080 1 278925312 2485190818 536940544 1826 is_linear=0 shrinkage=0.01 Tree=185 num_leaves=22 num_cat=3 split_feature=25 24 0 1 26 0 1 12 4 0 5 26 4 25 1 2 5 1 4 12 26 split_gain=649930 1.30338e+06 619501 429090 989558 2.89325e+06 786197 693074 3.14932e+06 709639 403116 358980 137628 176769 132892 54276.7 42352.6 9235.78 8139.65 7299.38 3765.69 threshold=0 1 129.39000000000001 362.77500000000003 2022.5000000000002 143.49000000000004 665.43750000000011 308.62500000000006 14.655000000000003 1205.5225000000003 1236.1260000000004 2022.5000000000002 449.64000000000004 2 441.67528000000004 66.112500000000011 15.315000000000001 577.68750000000011 967.31750000000011 636.15000000000009 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 11 15 7 5 17 14 9 19 10 12 -1 13 -2 -6 16 20 -5 -14 -9 -3 right_child=3 2 -4 4 6 -7 -8 8 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=0.7461626832649626 0.091785834509479122 -0.38415872137230567 1.244652222142075 -0.060108700665560635 1.1959710493954745 4.6053904399871826 -1.3084628589733229 -0.16713407429781829 4.3370104637145994 -1.9131943871974946 -1.4454061431884764 1.8323665273189544 -0.38585924727576121 -0.038707520033091837 0.15738043308258057 0.25186972845168343 0.15056589555740357 0.21591197013854982 -0.6208769245147705 -0.39366636428833007 -0.28918534483228409 leaf_weight=58 1200 83 33 22 22 20 37 33 20 20 20 64 56 7320 28 21 20 27 20 25 84 leaf_count=58 1200 83 33 22 22 20 37 33 20 20 20 64 56 7320 28 21 20 27 20 25 84 internal_value=0 0.412188 -0.0271021 -0.0139144 0.505897 1.40022 -0.203392 -0.0232361 0.915168 -0.0317118 -0.0273444 1.21628 -0.024045 -0.0202659 0.61436 -0.230174 -0.284307 0.0919843 -0.447706 -0.264777 -0.336388 internal_weight=0 363 241 8870 156 69 87 8714 78 8636 8616 122 8596 8520 50 208 187 49 76 58 167 internal_count=9233 363 241 8870 156 69 87 8714 78 8636 8616 122 8596 8520 50 208 187 49 76 58 167 cat_boundaries=0 1 2 4 cat_threshold=532608 531 16777472 218431489 is_linear=0 shrinkage=0.01 Tree=186 num_leaves=23 num_cat=3 split_feature=25 24 0 1 3 12 4 0 5 26 0 4 25 1 26 1 1 3 5 4 12 26 split_gain=636994 1.27745e+06 607173 420550 972920 679281 3.08665e+06 695517 395094 351837 254610 134890 173273 95901.8 111734 108430 74662.2 51254.8 27942.3 7977.67 7154.13 261.883 threshold=0 1 129.39000000000001 362.77500000000003 352.38000000000005 308.62500000000006 14.655000000000003 1205.5225000000003 1236.1260000000004 2022.5000000000002 293.81250000000006 449.64000000000004 2 441.67528000000004 2022.5000000000002 665.43750000000011 715.87500000000011 58.875000000000007 1.57605 967.31750000000011 636.15000000000009 2022.5000000000002 decision_type=9 1 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 9 17 5 10 7 20 8 11 -1 13 12 -2 -5 16 -16 -15 18 21 -13 -7 -3 right_child=3 2 -4 4 -6 6 -8 -9 -10 -11 -12 19 -14 14 15 -17 -18 -19 -20 -21 -22 -23 leaf_value=0.73870104263568748 0.090875565743397099 -0.2243733412960926 1.2322057355533946 1.0169778385162354 2.3998958670574688 -0.16546272913614909 4.2936403999328618 -1.894062436103821 -1.4309520826339721 1.8140428340435029 -0.69449776543511288 -0.38200065476553785 -0.038320972774518298 0.21512599945068359 0.39245433894070714 -0.6003822786157782 1.0593325486183167 0.25340995693206786 -0.63241123914718633 -0.61466815757751458 -0.38972968750000003 -0.24934572085212262 leaf_weight=58 1200 83 33 20 23 33 20 20 20 64 27 56 7320 22 22 22 20 20 20 20 25 85 leaf_count=58 1200 83 33 20 23 33 20 20 20 64 27 56 7320 22 22 22 20 20 20 20 25 85 internal_value=0 0.408066 -0.0268311 -0.0137747 0.500838 -0.0230032 0.906017 -0.031394 -0.0270703 1.20412 0.17243 -0.0238039 -0.0200626 0.393251 0.248198 -0.103964 0.617129 -0.227872 -0.279072 -0.443229 -0.26213 -0.237008 internal_weight=0 363 241 8870 156 8714 78 8636 8616 122 133 8596 8520 106 86 44 42 208 188 76 58 168 internal_count=9233 363 241 8870 156 8714 78 8636 8616 122 133 8596 8520 106 86 44 42 208 188 76 58 168 cat_boundaries=0 1 2 4 cat_threshold=532608 531 16777472 218431489 is_linear=0 shrinkage=0.01 Tree=187 num_leaves=28 num_cat=5 split_feature=25 24 12 4 26 7 5 25 24 2 2 10 3 3 8 2 5 2 25 12 5 2 5 4 5 3 26 split_gain=624316 1.25203e+06 360914 1.62459e+06 344835 304597 260394 260866 434687 465135 599459 337110 277128 145030 134524 119473 115428 106193 94820 76569.7 73197.2 65204.1 62536.7 37826.4 20668.8 9504.63 419.809 threshold=0 1 308.62500000000006 14.655000000000003 2022.5000000000002 66.112500000000011 432.41388000000001 2 3 352.38000000000005 603.77750000000015 166.11250000000004 362.12500000000006 164.55774000000002 166.11250000000004 129.39000000000001 13.900500000000003 299.69250000000005 4 636.15000000000009 593.34250000000009 228.76800000000003 231.90000000000003 73.320000000000007 992.8900000000001 449.26500000000004 2022.5000000000002 decision_type=9 1 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 4 6 19 -1 15 7 8 13 11 -11 -10 21 18 17 16 26 20 -2 -4 -8 22 -9 -23 -22 -14 -3 right_child=2 5 3 -5 -6 -7 14 12 9 10 -12 -13 25 -15 -16 -17 -18 -19 -20 -21 24 23 -24 -25 -26 -27 -28 leaf_value=0.73131404182006576 0.14339905074148468 0.00099672868516710068 0.072548326543859537 2.673613423947935 1.7959023934602738 1.1230193456013997 -0.06355831439678486 -0.040828604324581665 0.13923513773423607 2.3680661564287933 0.30130320019192164 1.0812995367050171 0.6387118782997131 -0.74725577407413057 0.23510603404045108 -0.87442744684219365 -0.78452268409728998 -1.2940918513706752 -0.18106027278835923 -0.60728821436564129 -0.50602923208475115 -0.19752620560577117 0.29171584079140112 -0.68199091768264763 -0.95020570494911893 0.94700766944885262 0.031540271653069392 leaf_weight=58 122 90 37 27 64 21 26 7169 754 23 36 40 20 36 20 20 20 21 287 30 20 83 57 20 22 20 90 leaf_count=58 122 90 37 27 64 21 26 7169 754 23 36 40 20 36 20 20 20 21 287 30 20 83 57 20 22 20 90 internal_value=0 0.403986 -0.0136363 0.602694 1.19208 -0.0265628 -0.0202534 -0.0141447 0.116055 0.247448 1.10699 0.186694 -0.0371856 -0.135709 -0.505976 -0.137503 -0.0638106 -0.672512 -0.0851986 -0.231856 -0.480553 -0.0417665 -0.0382054 -0.291597 -0.738693 0.79286 0.0162685 internal_weight=0 363 8870 94 122 241 8776 8667 1298 853 59 794 7369 445 109 220 200 89 409 67 68 7329 7226 103 42 40 180 internal_count=9233 363 8870 94 122 241 8776 8667 1298 853 59 794 7369 445 109 220 200 89 409 67 68 7329 7226 103 42 40 180 cat_boundaries=0 1 2 4 5 7 cat_threshold=532608 531 16777472 218431489 2179 0 201654272 is_linear=0 shrinkage=0.01 Tree=188 num_leaves=22 num_cat=2 split_feature=25 0 10 1 12 4 0 1 4 5 0 1 4 1 4 25 1 1 4 12 6 split_gain=611894 765710 518902 409219 657989 2.98652e+06 682540 519134 759860 382681 348393 315392 164682 165877 132325 166646 42749.8 104830 7873.52 6588.93 2592.98 threshold=0 66.112500000000011 96.07050000000001 362.77500000000003 308.62500000000006 14.655000000000003 1205.5225000000003 497.97750000000002 174.37500000000003 1236.1260000000004 67.485000000000014 129.39000000000001 1.57605 1.1200000000000003 449.64000000000004 1 665.43750000000011 1183.6900000000003 967.31750000000011 636.15000000000009 1.7878000000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 12 4 6 19 9 10 16 14 -5 -3 13 20 15 -2 -9 -18 -16 -6 -1 right_child=3 11 -4 7 5 -7 -8 8 -10 -11 -12 -13 -14 -15 18 -17 17 -19 -20 -21 -22 leaf_value=0.099606093558398168 0.089137317225952778 2.1971735846201579 1.666295855978261 0.662845556139946 -0.16453359170393511 4.2239677772521977 -1.876071039199829 -0.048809452790480393 1.6468163792292276 -1.4082306842803956 2.3453128986358642 0.6407108541156934 -0.63810110939873588 1.0574104690551758 -0.37795513936451508 -0.037564312231125968 -0.92187094196196528 -0.030836743893830676 -0.60909887409210206 -0.37975951995849616 0.21853264808654785 leaf_weight=220 1200 30 23 32 33 20 20 26 24 20 20 23 27 20 56 7320 31 23 20 25 20 leaf_count=220 1200 30 23 32 33 20 20 26 24 20 20 23 27 20 56 7320 31 23 20 25 20 internal_value=0 0.399946 0.221059 -0.0135004 -0.0226036 0.891741 -0.0308619 0.494132 0.0862241 -0.0265787 1.30995 1.52173 0.105239 0.182432 -0.0233641 -0.0196585 -0.381954 -0.542356 -0.438782 -0.257303 0.109517 internal_weight=0 363 310 8870 8714 78 8636 156 104 8616 52 53 287 260 8596 8520 80 54 76 58 240 internal_count=9233 363 310 8870 8714 78 8636 156 104 8616 52 53 287 260 8596 8520 80 54 76 58 240 cat_boundaries=0 1 3 cat_threshold=532608 16777472 218431489 is_linear=0 shrinkage=0.01 Tree=189 num_leaves=18 num_cat=0 split_feature=1 3 10 5 12 4 5 26 0 1 4 2 10 2 12 1 4 split_gain=531053 1.20945e+06 557498 361948 359362 1.85497e+06 499586 226079 453959 263236 194921 159822 136591 37600.1 25788.9 13743.1 10098.6 threshold=362.77500000000003 492.37500000000006 1183.6900000000003 64.050000000000011 308.62500000000006 14.655000000000003 1211.5375000000001 2022.5000000000002 63.870000000000005 665.43750000000011 449.64000000000004 1120.4650000000004 404.76000000000005 40.213800000000006 636.15000000000009 484.01500000000004 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 7 6 14 10 8 -2 15 11 12 -1 16 -6 -9 -12 right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11 13 -13 -14 -15 -16 -17 -18 leaf_value=-0.0082770442694796807 0.28053108266881999 2.5760457687377931 1.6598792781829834 -0.65534102001705696 -0.098676164777655354 2.9952523628870651 -1.4294597145080568 0.81244154930114743 2.1504797096252442 -0.60061390184587049 -0.27781332427805122 0.86214030447460366 -0.52730206321267525 -0.84220834905451003 -0.5073977727156419 0.44172414207458494 -0.54434637342180525 leaf_weight=8751 37 25 20 37 38 24 25 20 20 31 44 21 51 22 26 20 21 leaf_count=8751 37 25 20 37 38 24 25 20 20 31 44 21 51 22 26 20 21 internal_value=0 0.526353 -0.0078512 0.215793 -0.0115478 0.624364 -0.0178109 0.467606 0.936653 0.0910462 -0.01385 -0.00920547 -0.0112843 -0.484869 -0.264719 0.627083 -0.363924 internal_weight=0 190 9043 165 9023 88 8935 128 57 71 8910 8823 8802 87 64 40 65 internal_count=9233 190 9043 165 9023 88 8935 128 57 71 8910 8823 8802 87 64 40 65 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 2 5 split_gain=980296 650869 533135 381013 255029 251340 287142 137215 96222.9 66286.1 40586.1 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1.1200000000000003 729.18750000000011 323.80000000000007 532.72500000000014 360.14500000000004 557.67000000000019 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=0.14945025402246953 1.5764474775852302 1.6323101949691772 -0.76212831068038944 -0.045417556758002971 -0.88618210991223645 -0.64951910922401834 0.97927512723346088 0.78785972142219551 0.54361709484032228 0.46037265630868768 -1.3138491034507751 leaf_weight=1378 39 24 30 7558 24 38 43 20 28 26 24 leaf_count=1378 39 24 30 7558 24 38 43 20 28 26 24 internal_value=0 -0.0123395 -0.0166444 -0.0107753 0.135366 0.153098 0.174561 -0.0392983 -0.0415232 -0.0436836 -1.00734 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=16 num_cat=3 split_feature=0 6 5 25 24 1 1 0 7 25 3 1 11 1 5 split_gain=960788 637916 522526 373431 457184 472885 428139 348522 269568 226281 134484 121037 94308.1 73491.5 39778.4 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 303.37500000000006 293.06250000000006 2 532.72500000000014 129.39000000000001 360.14500000000004 390.72000000000008 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 12 -9 13 -5 -4 right_child=-2 -3 14 10 5 6 -8 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.054425022139612117 1.560682980464055 1.6159871260325114 -0.75450703334808356 -0.040610593903982944 0.5030421080181946 1.5993350000162514 0.097719736099243171 -0.46923365290572 -0.96986275990804038 0.10689146652916411 0.77998113083839415 -1.4028184311730523 0.53818092171634946 -0.4108420185689573 -1.3007106200853984 leaf_weight=531 39 24 30 7530 189 49 31 41 27 594 20 21 28 54 24 leaf_count=531 39 24 30 7530 189 49 31 41 27 594 20 21 28 54 24 internal_value=0 -0.0122161 -0.016478 -0.0106675 0.134012 0.281861 1.01746 -0.0729911 0.00486271 0.210304 -0.0389053 -0.785448 -0.041108 -0.0432467 -0.997264 internal_weight=0 9193 9169 9115 1483 863 80 620 558 783 7632 62 7612 7584 54 internal_count=9232 9193 9169 9115 1483 863 80 620 558 783 7632 62 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=17 num_cat=4 split_feature=0 6 5 25 24 1 1 0 25 25 3 1 1 2 5 1 split_gain=941661 625217 512135 366174 448264 463384 419619 341586 222048 162310 131808 118629 72867.7 79350.8 38986.9 1962.87 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 303.37500000000006 2 3 532.72500000000014 129.39000000000001 390.72000000000008 557.67000000000019 1279.9550000000002 515.86500000000012 decision_type=2 2 2 9 1 2 2 2 9 9 2 2 2 2 2 2 left_child=1 2 3 4 7 8 -7 9 -6 -1 12 -9 13 -5 -4 -14 right_child=-2 -3 14 10 5 6 -8 11 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=0.099389382693321204 1.5450761435582088 1.5998272490501404 -0.74696195570627855 -0.039910486115640624 0.49826445445343481 1.5833416333490486 0.096742513564325158 -0.46454133045382617 0.10584025286878182 -0.29175921937397548 0.77218130016326914 -1.3887902399471828 -0.33932680050532021 0.53600744088490804 -1.2877035109202066 -0.46065904029210408 leaf_weight=428 39 24 30 7534 189 49 31 41 594 130 20 21 24 24 24 30 leaf_count=428 39 24 30 7534 189 49 31 41 594 130 20 21 24 24 24 30 internal_value=0 -0.0120873 -0.0163066 -0.0105541 0.132713 0.279112 1.00728 -0.0722612 0.208279 0.00481408 -0.0385163 -0.777593 -0.0406969 -0.0380817 -0.987292 -0.406734 internal_weight=0 9193 9169 9115 1483 863 80 620 783 558 7632 62 7612 7558 54 54 internal_count=9232 9193 9169 9115 1483 863 80 620 783 558 7632 62 7612 7558 54 54 cat_boundaries=0 2 3 5 7 cat_threshold=25698560 16842752 2784 532480 16777216 25166080 65536 is_linear=0 shrinkage=0.01 Tree=193 num_leaves=15 num_cat=3 split_feature=0 6 5 25 24 0 7 7 7 3 19 25 0 5 split_gain=922916 612772 501948 359004 439596 334759 264147 147307 715142 129185 67687.9 77089.3 50182.6 38211 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 303.37500000000006 293.06250000000006 747.7125000000002 323.80000000000007 532.72500000000014 291.37500000000006 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=0.053792927036177648 1.5296253720307962 1.5838289896647135 -0.73949234159787491 -0.28274127334128812 0.24863969662584409 -0.47598819224039718 -0.96014393912421325 -0.52818745526400479 1.9333627253312333 0.76445946264266962 0.54070089530944832 -0.037489920394984881 -1.0452823646739124 -1.2748264972368877 leaf_weight=531 39 24 30 121 815 30 27 22 26 20 20 7471 32 24 leaf_count=531 39 24 30 121 815 30 27 22 26 20 20 7471 32 24 internal_value=0 -0.011962 -0.016139 -0.0104441 0.131413 -0.0715691 0.00473147 0.27639 0.300724 -0.0381311 -0.04029 -0.0418205 -0.769817 -0.977419 internal_weight=0 9193 9169 9115 1483 620 558 863 841 7632 7612 7592 62 54 internal_count=9232 9193 9169 9115 1483 620 558 863 841 7632 7612 7592 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 3 1 11 1 5 split_gain=904554 600580 491955 351877 430848 452560 410657 328097 258891 217943 126615 116355 92344.8 70490.3 37450.6 threshold=1219.7885000000003 1253.9725000000001 802.66250000000002 0 1 256.61250000000007 736.8325000000001 303.37500000000006 293.06250000000006 2 532.72500000000014 129.39000000000001 360.14500000000004 390.72000000000008 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 12 -9 13 -5 -4 right_child=-2 -3 14 10 5 6 -8 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.053254995417909214 1.5143291358458693 1.5679906733830771 -0.73209741552670793 -0.039425860704812077 0.49081893019939787 1.5630906852410764 0.092452382426108079 -0.45208128998919228 -0.95054249975416394 0.10222737612313783 0.75681488800048824 -1.3674315273903666 0.53333612459046498 -0.40201886521445385 -1.2620782224337261 leaf_weight=531 39 24 30 7530 189 49 31 41 27 594 20 21 28 54 24 leaf_count=531 39 24 30 7530 189 49 31 41 27 594 20 21 28 54 24 internal_value=0 -0.0118459 -0.0159811 -0.0103432 0.130099 0.273626 0.993218 -0.0708534 0.00468415 0.203599 -0.037754 -0.762119 -0.0398913 -0.0420076 -0.967644 internal_weight=0 9193 9169 9115 1483 863 80 620 558 783 7632 62 7612 7584 54 internal_count=9232 9193 9169 9115 1483 863 80 620 558 783 7632 62 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 7 3 split_gain=1.34468e+06 1.31929e+06 889802 447864 336599 154867 177972 137813 8593.71 threshold=1435.0600000000002 960.86250000000007 49.650000000000006 1120.4650000000004 492.13750000000005 619.41500000000008 788.58750000000009 563.68750000000011 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=0.0036209483527120624 2.5985487995147709 0.51173105955123899 3.0297414904055389 -1.2067678282337804 1.2618204071408226 -0.41334655223748618 -0.74670116066932679 -0.47331263526541284 -0.65706592393958052 leaf_weight=8937 20 36 23 31 21 39 32 61 23 leaf_count=8937 20 36 23 31 21 39 32 61 23 internal_value=0 0.00277689 1.49333 -0.00684063 -0.00275879 -0.00567962 -0.00225981 0.00038768 -0.503759 internal_weight=0 9203 59 9144 9113 9092 9030 8998 62 internal_count=9223 9203 59 9144 9113 9092 9030 8998 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=1.31792e+06 1.29303e+06 2.01207e+06 438952 329901 254135 400205 402661 250504 136950 463530 76880.6 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 492.13750000000005 0 1 39.441250000000004 415.60849999999999 147.46662000000001 143.49000000000004 330.33750000000003 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=-0.060823304780256521 2.5725632495880126 0.15594865212073691 4.0571656203269963 -1.1947001503359886 1.2492022269112724 -0.03794737445972541 0.29483237607286905 -0.34283548664402319 -0.94974886108847234 0.051318716116067843 1.5672301135374154 0.58289759635925298 leaf_weight=469 20 39 20 31 21 7353 918 111 34 164 23 20 leaf_count=469 20 39 20 31 21 7353 918 111 34 164 23 20 internal_value=0 0.00274912 1.4784 -0.00677222 -0.00273121 -0.00562283 0.111403 0.22387 -0.118553 -0.029446 0.237768 -0.0362633 internal_weight=0 9203 59 9144 9113 9092 1532 1029 503 7560 187 7373 internal_count=9223 9203 59 9144 9113 9092 1532 1029 503 7560 187 7373 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 0 3 1 18 split_gain=1.2917e+06 1.2673e+06 1.97203e+06 430217 323336 249078 408996 257237 234142 107222 67543.5 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 492.13750000000005 0 456.25000000000006 486.41000000000003 575.22000000000014 96.322500000000005 348.33000000000004 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=0.17150203285534502 2.5468375492095947 0.15438915008153672 4.0165939655303955 -1.182753140541815 1.2367101923624675 -0.03359986845929451 -0.38543323296767013 -0.58050685583276951 1.0513701295852662 -1.2470034675598145 0.54830721950531014 leaf_weight=1413 20 39 20 31 21 7520 52 47 20 20 20 leaf_count=1413 20 39 20 31 21 7520 52 47 20 20 20 internal_value=0 0.00272162 1.46361 -0.0067045 -0.0027039 -0.0055666 0.110289 0.147294 -0.0291516 -0.624758 -0.0320563 internal_weight=0 9203 59 9144 9113 9092 1532 1460 7560 72 7540 internal_count=9223 9203 59 9144 9113 9092 1532 1460 7560 72 7540 cat_boundaries=0 2 cat_threshold=8921472 2164260865 is_linear=0 shrinkage=0.01 Tree=198 num_leaves=24 num_cat=2 split_feature=0 2 0 25 24 13 3 10 2 1 1 1 3 3 2 18 16 16 14 1 0 10 1 split_gain=1.00192e+06 2.18504e+06 763397 329641 616825 402201 267387 404918 398443 366647 238805 285536 210736 113748 65363.9 64125.5 63916.9 65243.8 63081.8 41355.2 54483.9 32325.6 282.554 threshold=960.86250000000007 98.25500000000001 1335.1525000000004 0 1 548.95500000000004 96.100500000000011 101.09997000000003 293.06250000000006 652.50000000000011 415.60849999999999 179.01000000000002 575.22000000000014 593.34250000000009 557.67000000000019 362.12500000000006 20.073625000000003 404.76000000000005 32.21126000000001 390.72000000000008 352.08500000000004 491.05000000000013 540.74500000000012 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 left_child=3 2 -2 4 10 6 7 9 13 -6 11 16 14 -8 15 19 18 -18 -1 20 -5 -9 -21 right_child=1 -3 -4 12 5 -7 8 21 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24 leaf_value=-0.15000072964815178 1.3620514221191404 3.8986806851341611 -1.337388201193376 -0.034511395226937858 0.31545650749836329 1.5248439243316652 -0.15798713207244874 -0.83820005264282227 -1.4972655477523804 1.6530570379892984 -0.90305736859639485 0.95108678741455077 0.9723484620593843 0.6196799601041354 0.46973958015441897 0.53296383571624761 0.63981357192993171 -0.15824870790754048 -0.64114423002515519 -0.369498359135219 0.29031454242192783 -0.32439807017644251 -0.31821644002741034 leaf_weight=396 20 21 22 7412 848 25 68 25 20 21 39 25 21 26 26 20 20 21 28 21 52 24 22 leaf_count=396 20 21 22 7412 848 25 68 25 20 21 39 25 21 26 26 20 20 21 28 21 52 24 22 internal_value=0 1.26493 -0.0519408 -0.000487637 0.13014 0.269002 0.241186 0.297909 -0.215586 0.347781 -0.147164 -0.0900043 -0.0279761 0.0571123 -0.0307944 -0.0325233 -0.145977 0.23105 -0.182435 -0.0340299 -0.0322484 -0.586542 -0.343261 internal_weight=0 63 42 9160 1586 1057 1032 918 114 869 529 490 7574 94 7553 7527 465 41 424 7507 7464 49 43 internal_count=9223 63 42 9160 1586 1057 1032 918 114 869 529 490 7574 94 7553 7527 465 41 424 7507 7464 49 43 cat_boundaries=0 2 3 cat_threshold=8921472 2164260865 2464 is_linear=0 shrinkage=0.01 Tree=199 num_leaves=12 num_cat=1 split_feature=5 0 2 4 19 25 0 0 0 0 10 split_gain=1.26022e+06 1.2221e+06 1.89519e+06 420669 316139 239931 263178 553718 62229.1 58542.8 38242.3 threshold=1435.0600000000002 960.86250000000007 74.355000000000004 1120.4650000000004 492.13750000000005 0 486.41000000000003 425.10000000000002 744.3325000000001 352.08500000000004 223.98000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 -8 10 -7 right_child=-2 2 -4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=0.082281023894771307 2.5155489997863771 0.15376017130338229 3.9399778413772584 -1.169556310407577 1.2228675433567593 -0.035989852659969145 -0.77810769870167695 1.5228850866247106 -0.11140429292406355 0.3663241672515869 -0.31926621139049532 leaf_weight=2257 20 39 20 31 21 6661 42 27 21 36 48 leaf_count=2257 20 39 20 31 21 6661 42 27 21 36 48 internal_value=0 0.00262532 1.43722 -0.00663117 -0.00267521 -0.00550587 0.0813772 0.0993109 -0.555873 -0.0358054 -0.0380166 internal_weight=0 9203 59 9144 9113 9092 2347 2284 63 6745 6709 internal_count=9223 9203 59 9144 9113 9092 2347 2284 63 6745 6709 cat_boundaries=0 3 cat_threshold=11018624 2365587457 16 is_linear=0 shrinkage=0.01 Tree=200 num_leaves=12 num_cat=1 split_feature=5 1 8 25 8 11 8 1 11 4 8 split_gain=768157 914916 346585 391712 404486 240947 247110 187843 90355.9 67316.4 41235.2 threshold=1341.6425000000002 1236.1260000000004 1236.1260000000004 0 515.18500000000006 538.6450000000001 190.53000000000003 487.50000000000006 360.14500000000004 561.85750000000019 747.7125000000002 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 -6 right_child=-2 -3 -4 7 10 -7 -8 -9 -10 -11 -12 leaf_value=0.162203989648212 1.906435646783738 1.6290165329680724 -1.1673669829735389 -0.042821825718604482 1.447982033252716 -0.69237254036797424 -0.61754941349937809 0.77850979634693684 0.47231429815292358 -0.62374170064926149 0.81352630887712751 leaf_weight=1257 21 34 26 7599 20 36 42 28 34 20 21 leaf_count=1257 21 34 26 7599 20 36 42 28 34 20 21 internal_value=0 -0.00832667 -0.0144557 -0.011146 0.14363 0.114628 0.136993 -0.0390094 -0.0420514 -0.0443467 1.12302 internal_weight=0 9117 9083 9057 1376 1335 1299 7681 7653 7619 41 internal_count=9138 9117 9083 9057 1376 1335 1299 7681 7653 7619 41 cat_boundaries=0 2 cat_threshold=17309952 83951616 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=1.12771e+06 1.13048e+06 857315 282078 393713 348937 227233 388520 250473 168470 100615 95899.9 76609.5 threshold=1165.3425000000004 49.650000000000006 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=-0.14591856995413577 0.15759898300170899 3.3473202114105227 2.0564243984222412 -0.045940907145001618 -1.2425976044791085 1.4162209501720611 0.26665823055455784 -0.53033363703525427 0.73671895163399836 0.87673536396026608 -0.5932402486512155 0.49003231925122875 0.229970921348123 leaf_weight=395 25 20 20 7511 21 21 835 66 35 20 33 34 102 leaf_count=395 25 20 20 7511 21 21 835 66 35 20 33 34 102 internal_value=0 1.57525 -0.011702 -0.0162609 0.115294 0.137238 0.117059 0.205991 -0.0723924 -0.0398166 -0.0422553 -0.0398776 -0.0422442 internal_weight=0 45 9093 9073 1373 1352 1331 901 430 7700 7680 7647 7613 internal_count=9138 45 9093 9073 1373 1352 1331 901 430 7700 7680 7647 7613 cat_boundaries=0 2 3 cat_threshold=17309952 2231369728 898 is_linear=0 shrinkage=0.01 Tree=202 num_leaves=29 num_cat=4 split_feature=4 3 1 25 24 25 26 7 26 2 4 7 1 1 12 7 1 1 4 17 25 26 3 26 1 1 3 16 split_gain=744579 605536 1.59105e+06 269610 433234 475829 431392 352832 251612 335072 230265 381238 194724 235481 192245 159308 63981.9 59176.1 50041.6 39253.3 43324.7 36429 41268.9 6561.27 23139.6 20656.8 5321.14 4434.9 threshold=1374.9750000000004 346.12500000000006 259.87500000000006 0 1 2 2022.5000000000002 417.90600000000001 2022.5000000000002 20.200000000000006 231.15000000000003 62.300000000000004 346.12500000000006 9.775500000000001 362.12500000000006 10.942500000000003 31.849500000000003 258.76500000000004 154.71744000000004 87.300000000000026 3 2022.5000000000002 593.34250000000009 2022.5000000000002 453.00000000000006 378.05000000000007 589.71000000000015 110.14500000000002 decision_type=2 2 2 9 1 9 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 8 7 -7 15 9 18 11 21 13 -10 17 -6 -11 19 -1 20 -5 22 -3 24 -19 -25 -23 -21 right_child=-2 2 -4 14 5 6 -8 -9 12 16 -12 -13 -14 -15 -16 -17 -18 23 -20 27 -22 26 -24 25 -26 -27 -28 -29 leaf_value=-0.093733120963853944 1.8769668669927688 -0.077125126520792647 2.4498045147789851 0.010987390028258968 0.14799148721897856 0.31377005001284042 1.6021082462983973 1.1089108637216929 -0.34035649240804666 1.3130172747657411 -0.72572842257363468 1.53711279296875 -1.2021178949397544 0.70123287995656325 0.85109581073125196 -0.46225082604781442 0.54132911898873071 -0.40980517148971557 0.40825485532934019 -0.21731634232035857 -0.051264944680005982 -0.10067501703898112 0.53793473052978513 -0.16448101300459642 0.050752173423767089 -0.559393712149726 -0.32858820438385011 -0.38446645519950173 leaf_weight=204 21 24 36 1374 611 53 51 37 227 21 28 20 23 24 24 46 22 24 22 57 6033 21 20 26 20 27 20 22 leaf_count=204 21 24 36 1374 611 53 51 37 227 21 28 20 23 24 24 46 22 24 22 57 6033 21 20 26 20 27 20 22 internal_value=0 -0.00818048 0.584832 -0.0193806 0.110873 0.258077 0.862608 0.156518 -0.106216 0.10908 0.0800272 0.294895 -0.32146 -0.240762 -0.0424323 0.105265 0.9182 -0.0453163 -0.044867 -0.0421364 -0.0397715 0.00260885 0.202448 -0.290726 -0.200461 -0.365663 -0.211852 -0.263864 internal_weight=0 9117 169 8948 1341 798 104 694 543 269 133 105 274 251 7607 657 43 7583 226 7486 7407 85 44 97 44 53 41 79 internal_count=9138 9117 169 8948 1341 798 104 694 543 269 133 105 274 251 7607 657 43 7583 226 7486 7407 85 44 97 44 53 41 79 cat_boundaries=0 2 3 5 8 cat_threshold=17309952 2231435264 2952 524544 67174400 2426404864 1478492192 4096 is_linear=0 shrinkage=0.01 Tree=203 num_leaves=15 num_cat=2 split_feature=5 1 3 1 8 25 24 8 2 12 7 1 3 2 split_gain=729432 878999 444238 1.38828e+06 245007 224243 383741 464240 185659 178053 113516 60318.9 48814.9 28816.7 threshold=1341.6425000000002 1236.1260000000004 346.12500000000006 330.61600000000004 1211.5375000000001 0 1 466.8300000000001 20.200000000000006 362.12500000000006 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 8 -8 -1 11 12 -7 13 -4 right_child=-2 -3 3 -5 -6 9 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.17996359114990829 1.8577763530186244 1.5967848927133224 -0.0048666802048683167 2.9057087326049804 -1.0324286770820619 -0.041999722160753789 0.18495462004850555 1.5946376633644104 0.30565417946025891 0.83507470794346017 0.67679795788180441 -0.24329342704070242 -0.43047605254433374 0.4300003242492676 leaf_weight=513 21 34 64 21 24 7218 878 24 93 23 31 152 22 20 leaf_count=513 21 34 64 21 24 7218 878 24 93 23 31 152 22 20 internal_value=0 -0.00809815 -0.0141056 0.511511 -0.0234107 -0.02069 0.0900962 0.220024 -0.103726 -0.0433511 0.144517 -0.0461512 -0.0111503 0.0986731 internal_weight=0 9117 9083 158 8925 8901 1508 902 606 7393 137 7370 106 84 internal_count=9138 9117 9083 158 8925 8901 1508 902 606 7393 137 7370 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=1.08748e+06 1.09883e+06 822238 263922 382040 338130 218901 382976 241317 161314 98410.4 93189.4 74529.5 threshold=1165.3425000000004 49.650000000000006 1279.9550000000002 0 1211.5375000000001 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=-0.1445092347181296 0.14927688713073731 3.2940330848693851 2.013929958343506 -0.044709253217883618 -1.1950298170609908 1.392450183686756 0.26119572487237647 -0.53012377970146407 0.7218452083042689 0.85818065929412846 -0.58599645296732583 0.48363747105878946 0.22743110133152381 leaf_weight=395 25 20 20 7511 22 21 834 66 35 20 33 34 102 leaf_count=395 25 20 20 7511 22 21 834 66 35 20 33 34 102 internal_value=0 1.54695 -0.0114464 -0.015911 0.11134 0.133437 0.113558 0.200933 -0.0723104 -0.0386957 -0.0410817 -0.0387302 -0.0410631 internal_weight=0 45 9093 9073 1373 1351 1330 900 430 7700 7680 7647 7613 internal_count=9138 45 9093 9073 1373 1351 1330 900 430 7700 7680 7647 7613 cat_boundaries=0 2 3 cat_threshold=17309952 2231369728 898 is_linear=0 shrinkage=0.01 Tree=205 num_leaves=11 num_cat=0 split_feature=1 19 12 12 5 2 14 13 12 2 split_gain=923598 391044 318355 591663 547264 295641 245409 90664.6 11749.4 2016.51 threshold=1236.1260000000004 492.13750000000005 465.34500000000008 308.62500000000006 1341.6425000000002 967.31750000000011 460.42500000000007 64.050000000000011 724.31250000000011 1332.8500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -4 -7 right_child=-2 -3 7 -5 -6 9 -8 -9 -10 -11 leaf_value=-0.015128962172909358 1.6503808513459037 1.2481429656982423 -0.27255706469217938 1.3373162564364347 1.6482492542266847 0.77104089873177672 0.76029930998639361 -1.242191735222226 -0.59971802918807326 0.91134405136108398 leaf_weight=8984 34 25 21 33 20 21 41 21 23 20 leaf_count=8984 34 25 21 33 20 21 41 21 23 20 internal_value=0 -0.000828627 -0.00422848 0.000742278 -0.00411211 -0.00775729 -0.0116062 -0.701588 -0.443573 0.839481 internal_weight=0 9209 9184 9119 9086 9066 9025 65 44 41 internal_count=9243 9209 9184 9119 9086 9066 9025 65 44 41 is_linear=0 shrinkage=0.01 Tree=206 num_leaves=21 num_cat=4 split_feature=4 2 25 24 0 5 10 2 3 2 0 0 3 26 12 2 4 25 24 10 split_gain=763428 650782 385894 439810 683969 472343 382498 280089 225935 457302 361952 148774 130421 86266 80884.9 59483.5 44820.4 39171.9 87746.3 65300.7 threshold=1422.3575000000001 1374.9750000000004 0 1 404.82250000000005 134.70000000000002 67.800000000000011 52.345500000000008 129.39000000000001 241.87500000000003 346.12500000000006 120.37500000000001 436.23750000000007 2022.5000000000002 362.12500000000006 9.775500000000001 489.67750000000007 2 3 242.00750000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 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=-0.15449490253476131 1.8658023470098324 1.8026557159423828 -0.13215327683032727 0.21417559420620955 1.1873384519985744 -0.33294771244651394 1.0929754854598135 2.2282641973495485 0.42774433656172323 1.6130917219682173 -1.1833907828611485 0.71243579137892954 -0.62795890426635748 0.33946850983869459 0.48720512803395588 -0.90274266207659692 -0.46452343940734864 -0.049149631689912557 0.028534590545217547 0.52333747315406798 leaf_weight=345 22 20 398 756 28 57 53 20 22 22 34 21 25 21 30 27 24 5274 2024 20 leaf_count=345 22 20 398 756 28 57 53 20 22 22 34 21 25 21 30 27 24 5274 2024 20 internal_value=0 0.000753675 -0.00316308 0.147159 0.268963 0.19764 0.271748 1.23101 -0.10308 0.42318 -0.196437 -0.104753 -0.1338 0.823966 -0.0309974 -0.516096 -0.033046 -0.0317039 0.00169442 -0.0468983 internal_weight=0 9221 9201 1431 962 893 809 69 469 69 400 366 47 49 7770 84 7740 7716 2422 5294 internal_count=9243 9221 9201 1431 962 893 809 69 469 69 400 366 47 49 7770 84 7740 7716 2422 5294 cat_boundaries=0 2 3 6 7 cat_threshold=17310080 2298478592 2464 278986752 1415841827 536871680 132 is_linear=0 shrinkage=0.01 Tree=207 num_leaves=9 num_cat=0 split_feature=1 4 19 5 1 2 1 1 split_gain=898471 585747 384503 424936 285234 395032 234987 6522.62 threshold=1236.1260000000004 1422.3575000000001 492.13750000000005 1279.9550000000002 802.66250000000002 1013.1050000000001 629.70000000000016 947.25000000000011 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=-0.0076133627095110378 1.6277434099421784 1.7086444721221923 1.233906903076172 -1.4288186463855561 -0.95758690237998967 1.030278642499769 1.0271444047581066 -0.70806455655531453 leaf_weight=9042 34 20 25 21 20 37 22 22 leaf_count=9042 34 20 25 21 20 37 22 22 internal_value=0 -0.000850942 -0.00457169 -0.00795034 -0.00468683 -0.000892489 -0.00510181 -0.826885 internal_weight=0 9209 9189 9164 9143 9101 9064 42 internal_count=9243 9209 9189 9164 9143 9101 9064 42 is_linear=0 shrinkage=0.01 Tree=208 num_leaves=11 num_cat=0 split_feature=1 19 12 12 13 13 0 2 13 12 split_gain=880592 374589 315014 577881 526312 859817 423592 565739 88976.2 11637.4 threshold=1236.1260000000004 492.13750000000005 465.34500000000008 308.62500000000006 485.55000000000001 664.68750000000011 1335.1525000000004 1120.4650000000004 64.050000000000011 724.31250000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 9 -4 right_child=-2 -3 8 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.010719643743350288 1.6114659394937403 1.2215678565979005 -0.27206093243190221 1.3216904484141958 2.62519127368927 -0.051586660385131843 -1.4633948111534119 1.4665118290827825 -1.2334075182960147 -0.59765826017960255 leaf_weight=8990 34 25 21 33 20 30 20 26 21 23 leaf_count=8990 34 25 21 33 20 30 20 26 21 23 internal_value=0 -0.000842432 -0.00416999 0.000774627 -0.00402289 1.01912 -0.00968439 -0.00645966 -0.697861 -0.44226 internal_weight=0 9209 9184 9119 9086 50 9036 9016 65 44 internal_count=9243 9209 9184 9119 9086 50 9036 9016 65 44 is_linear=0 shrinkage=0.01 Tree=209 num_leaves=10 num_cat=1 split_feature=1 4 19 5 25 1 1 5 0 split_gain=863068 573670 369374 415676 337145 375546 383197 49743.8 38765.4 threshold=1236.1260000000004 1422.3575000000001 492.13750000000005 1279.9550000000002 0 802.66250000000002 629.70000000000016 365.16250000000008 352.08500000000004 decision_type=2 2 2 2 9 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=0.12621244845081744 1.595351298276116 1.6909463005065919 1.2093522048950196 -1.4131298056102934 -0.037556691226446698 -0.94989141821861267 1.4548205757141113 0.32727709597662874 0.21354520082473755 leaf_weight=1638 34 20 25 21 7351 32 22 38 62 leaf_count=1638 34 20 25 21 7351 32 22 38 62 internal_value=0 -0.000834008 -0.00451619 -0.00782771 -0.00459995 0.122412 0.143821 -0.0335616 -0.0354566 internal_weight=0 9209 9189 9164 9143 1692 1660 7451 7413 internal_count=9243 9209 9189 9164 9143 1692 1660 7451 7413 cat_boundaries=0 2 cat_threshold=25698688 2298740736 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 1 6 19 split_gain=538414 403577 472414 381089 474928 437672 1.10214e+06 266914 245021 154974 81674.5 85825.7 50478.7 49993.9 43288.1 42732.3 threshold=1219.7885000000003 0 1158.4775000000002 548.95500000000004 368.63682000000006 67.800000000000011 237.07500000000002 543.33000000000004 487.50000000000006 540.74500000000012 525.67500000000007 365.16250000000008 1 52.345500000000008 99.89997000000001 185.79910000000004 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 13 11 12 14 -6 -3 -14 right_child=-2 8 -4 -5 9 6 -8 -9 -10 -11 -12 -13 15 -15 -16 -17 leaf_value=0.17401061735655135 1.4478053048940804 0.0084577467150786338 -1.2395463236172994 1.1769598679929165 -0.58379392468503544 2.4000098760666386 0.1400133350533499 -0.60137014098789376 0.96490033130645758 0.25226382255554197 -0.64949527513413208 0.45545448728509852 -0.042942539933902638 -1.1662410163879395 0.22815489947168452 0.40896513212294805 leaf_weight=1273 26 1603 24 37 56 31 71 46 25 20 21 37 5825 20 95 21 leaf_count=1273 26 1603 24 37 56 31 71 46 25 20 21 37 5825 20 95 21 internal_value=0 0.00673933 0.151776 0.17424 0.149784 0.195773 0.826875 0.146969 -0.0234365 -0.530958 -0.0267176 -0.0249924 -0.0273488 -0.737069 0.0206279 -0.0412486 internal_weight=0 9205 1578 1554 1517 1421 102 1319 7627 96 7602 7581 7544 76 1698 5846 internal_count=9231 9205 1578 1554 1517 1421 102 1319 7627 96 7602 7581 7544 76 1698 5846 cat_boundaries=0 2 5 cat_threshold=17310080 83951617 379604992 1344536800 4608 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 25 6 5 0 12 0 split_gain=527699 494347 538351 1.28926e+06 361650 592606 338740 486529 272716 267228 253826 130552 87709.3 75690.5 52831.9 threshold=1219.7885000000003 1064.4750000000001 308.62500000000006 2.9625000000000008 0 175.23750000000004 1 194.45000000000002 487.50000000000006 2 619.41500000000008 1089.1825000000001 470.16250000000008 460.42500000000007 228.76800000000003 decision_type=2 2 2 2 9 2 1 2 2 9 2 2 2 2 2 left_child=1 2 4 13 5 6 9 -8 12 -1 11 -7 14 -4 -6 right_child=-2 -3 3 -5 8 10 7 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.36550659194247415 1.4333272097660943 -1.490545907454057 0.35972538566589357 2.4685459365844729 -0.029664332175487071 -0.49463415722846982 0.24567127881928041 1.0316589222283199 1.061991634161576 -0.16593614284593688 0.57094269299507139 -1.3619450396583193 -0.64516324001809822 -0.41990102710145893 0.20890092550440037 leaf_weight=121 26 22 20 30 7449 100 831 87 23 331 20 21 23 33 94 leaf_count=121 26 22 20 30 7449 100 831 87 23 331 20 21 23 33 94 internal_value=0 0.00667194 0.0102589 0.811978 0.00294649 0.143694 0.208178 0.31671 -0.025233 -0.0188374 -0.472662 -0.645159 -0.0285715 -0.125702 -0.0266914 internal_weight=0 9205 9183 83 9100 1511 1370 918 7589 452 141 121 7566 53 7543 internal_count=9231 9205 9183 83 9100 1511 1370 918 7589 452 141 121 7566 53 7543 cat_boundaries=0 2 3 5 cat_threshold=17310080 83951617 2720 16777344 67174401 is_linear=0 shrinkage=0.01 Tree=212 num_leaves=19 num_cat=4 split_feature=9 12 12 12 25 24 0 25 0 11 25 3 26 2 0 26 0 12 split_gain=517196 484511 527635 861112 357204 488043 733002 374702 313350 308527 242146 157322 139162 131090 91073.9 77638.6 61638.5 27365.6 threshold=1219.7885000000003 1064.4750000000001 308.62500000000006 400.35000000000008 0 1 194.45000000000002 2 303.37500000000006 156.19125000000003 3 362.12500000000006 2022.5000000000002 98.25500000000001 458.28125000000006 2022.5000000000002 366.17750000000007 568.53250000000014 decision_type=2 2 2 2 9 1 2 9 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 7 10 12 -9 17 -7 14 -1 -8 16 -13 -6 -5 right_child=-2 -3 3 9 11 6 13 8 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 leaf_value=0.083945147627491057 1.4189939564924974 -1.4756404573267157 2.611639885902405 0.010904672713506789 -0.028662943100792836 0.081712530355868132 0.91524321130605846 -0.099626867948140629 -0.85713668138750143 1.2560734186172484 0.46590520286560055 0.91912452621459961 0.75231616598187079 1.7673225067138671 -0.62005300595210155 0.16457163906097413 0.52723059904575353 -0.49377517916939478 leaf_weight=59 26 22 20 21 7469 565 65 458 62 20 230 25 66 25 26 30 20 22 leaf_count=59 26 22 20 21 7469 565 65 458 62 20 230 25 66 25 26 30 20 22 internal_value=0 0.00660738 0.0101585 0.803858 0.00291921 0.14176 0.293269 -0.0674289 -0.186361 0.229959 0.199751 -0.0252962 0.404486 1.15193 -0.0292296 0.50755 -0.0271784 -0.247304 internal_weight=0 9205 9183 83 9100 1530 885 645 520 63 795 7570 125 90 7515 55 7489 43 internal_count=9231 9205 9183 83 9100 1530 885 645 520 63 795 7570 125 90 7515 55 7489 43 cat_boundaries=0 2 3 5 7 cat_threshold=17310080 2231435265 2784 16777344 67174400 16777600 67174400 is_linear=0 shrinkage=0.01 Tree=213 num_leaves=20 num_cat=2 split_feature=9 25 7 7 5 10 10 0 6 3 26 5 2 25 6 6 19 3 14 split_gain=506900 380905 462264 373521 457435 428164 1.0788e+06 286743 132958 120175 88192.8 69463.6 57774.1 54835.9 53439.2 137060 41558.8 35683 29149.8 threshold=1219.7885000000003 0 1158.4775000000002 548.95500000000004 368.63682000000006 67.800000000000011 237.07500000000002 174.80000000000004 21.101500000000005 362.12500000000006 2022.5000000000002 365.16250000000008 9.775500000000001 1 99.89997000000001 291.37500000000006 185.79910000000004 66.112500000000011 330.33750000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 12 11 -11 13 -6 14 17 -16 18 -3 -15 right_child=-2 9 -4 -5 8 6 -8 -9 -10 10 -12 -13 -14 16 15 -17 -18 -19 -20 leaf_value=0.092519849041426502 1.4048039795802192 0.022964622656786237 -1.2288603099187214 1.1623691478935447 -0.57339899112016723 2.3711799098599342 0.13523508716636981 0.57895650574013036 -0.031337246349879673 0.86326250369732194 0.079166981428861624 0.41194651113616099 -1.2142953196438877 -0.042214105054882607 0.50135845596140083 -0.35585769066443812 0.40214736484345937 -0.18950822273890178 -0.42462289762496952 leaf_weight=1184 26 1339 24 37 39 31 71 135 35 26 32 36 22 5977 66 26 21 84 20 leaf_count=1184 26 1339 24 37 39 31 71 135 35 26 32 36 22 5977 66 26 21 84 20 internal_value=0 0.00654726 0.147451 0.169656 0.145443 0.190578 0.814787 0.142307 -0.522644 -0.0227687 0.430658 -0.0262733 -0.804542 -0.0283676 0.0253563 0.259102 -0.0418648 0.0104223 -0.0434894 internal_weight=0 9205 1578 1554 1517 1421 102 1319 96 7627 58 7569 61 7533 1515 92 6018 1423 5997 internal_count=9231 9205 1578 1554 1517 1421 102 1319 96 7627 58 7569 61 7533 1515 92 6018 1423 5997 cat_boundaries=0 2 5 cat_threshold=17310080 83951617 379600896 1344536672 4608 is_linear=0 shrinkage=0.01 Tree=214 num_leaves=28 num_cat=5 split_feature=25 24 0 19 0 0 0 5 10 4 3 25 3 26 5 4 25 5 0 0 4 5 0 26 2 25 0 split_gain=491839 575094 1.0699e+06 721536 662362 534784 349950 537496 249146 217783 147775 145749 245239 142797 77038.8 74657.6 67307.3 92279.8 69629 126993 50626.4 47662.8 46489 21948.8 8480.42 10226.2 4479.99 threshold=0 1 1165.3425000000004 113.10000000000002 303.37500000000006 154.71744000000004 352.08500000000004 131.51500000000001 67.800000000000011 619.41500000000008 543.33000000000004 2 174.37500000000003 2022.5000000000002 66.112500000000011 525.67500000000007 3 365.16250000000008 216.15000000000003 244.35500000000002 355.79500000000007 802.66250000000002 134.19600000000003 2022.5000000000002 166.40250000000003 4 218.97000000000003 decision_type=9 1 2 2 2 2 2 2 2 2 2 9 2 2 2 2 9 2 2 2 2 2 2 2 2 9 2 left_child=1 4 3 6 5 9 7 8 -3 11 15 12 -1 -8 -6 16 17 18 20 -20 -2 -9 24 -13 25 -18 -24 right_child=10 2 -4 -5 14 -7 13 21 -10 -11 -12 23 -14 -15 -16 -17 22 -19 19 -21 -22 -23 26 -25 -26 -27 -28 leaf_value=0.28511249053991583 -0.0045898798060231881 0.21035023666689989 2.4085086552302042 2.0194754442961322 -0.84161681890487672 1.6294890837669374 1.4135217588598079 -0.43876802542852977 0.92083333645226817 -0.99065649239913267 0.83734357500076306 -0.3633432329813639 -0.72762326205218286 0.3870840823132059 -1.60838148021698 -0.60505566683682532 -0.12544232079857273 0.54068359057108561 0.9729335355758667 0.099295706508135559 0.43865457534790042 -0.97941960594870825 -0.26836799720237997 -0.11802920542972188 0.11738317186182196 -0.040510268656327661 -0.46015312876020165 leaf_weight=209 2895 718 24 23 38 20 33 63 53 23 20 75 27 23 20 22 142 33 20 99 26 22 29 71 33 4449 21 leaf_count=209 2895 718 24 23 38 20 33 63 53 23 20 75 27 23 20 22 142 33 20 99 26 22 29 71 33 4449 21 internal_value=0 0.179349 0.320379 0.270207 -0.101486 0.0332154 0.226091 0.175988 0.25919 -0.0456129 -0.021104 0.0112876 0.162369 0.991949 -1.10602 -0.0233411 -0.0216892 0.0146769 0.00901522 0.246126 -0.000644534 -0.578701 -0.0455326 -0.228403 -0.0423505 -0.0434987 -0.348918 internal_weight=0 1442 959 935 483 425 912 856 771 405 7789 382 236 56 58 7769 7747 3073 3040 119 2921 85 4674 146 4624 4591 50 internal_count=9231 1442 959 935 483 425 912 856 771 405 7789 382 236 56 58 7769 7747 3073 3040 119 2921 85 4674 146 4624 4591 50 cat_boundaries=0 2 3 5 8 10 cat_threshold=17310080 16842753 2272 16777472 65536 379604992 3559129312 536875796 65536 134217728 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=1.00332e+06 480763 854867 1.74785e+06 442813 816228 482652 311384 218461 202339 686568 129970 118615 18784.4 threshold=1422.3575000000001 655.50000000000011 308.62500000000006 38.368750000000013 0 1 74.355000000000004 802.66250000000002 2022.5000000000002 802.66250000000002 453.00000000000006 2 74.355000000000004 14.754000000000001 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=0.60511367475069489 2.181476538521903 -0.57563852826754247 -0.051000316519486277 3.6012424807548524 -0.025439061183816305 -0.28578332857652144 1.1030363582920384 -0.98105009976555324 1.4314651135035925 -0.50445156556588633 1.1498019931793213 0.11662006378173828 -1.618375617980957 -0.90879566383361821 leaf_weight=65 21 24 38 20 8524 166 37 34 63 27 50 142 20 20 leaf_count=65 21 24 38 20 8524 166 37 34 63 27 50 142 20 20 internal_value=0 -0.00680876 -0.00181385 1.20839 -0.0095036 0.285208 0.0232133 -0.0259093 0.938512 -0.0221724 -0.0185855 -0.105752 -1.04961 -0.676513 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 1 1 10 9 1 split_gain=983357 471194 837858 1.71307e+06 433902 305187 232407 198312 672906 193237 208460 116254 7981.54 threshold=1422.3575000000001 655.50000000000011 308.62500000000006 38.368750000000013 0 802.66250000000002 122.05750000000002 802.66250000000002 453.00000000000006 74.355000000000004 14.332500000000001 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 7 9 8 -6 10 -1 -3 -9 right_child=-2 11 3 -5 5 -7 -8 12 -10 -11 -12 -13 -14 leaf_value=0.23496062404133497 2.1596617053803944 -0.56988213777542118 -0.050490302537616931 3.5652301130294801 -0.025184671190903396 -0.97123960663290587 -0.53459418177604678 -0.80286555124365766 1.1383039772033692 1.0609437370300294 1.2820064010620118 -1.6021918315887451 -0.54217652479807532 leaf_weight=386 21 24 38 20 8524 34 32 23 50 35 20 20 24 leaf_count=386 21 24 38 20 8524 34 32 23 50 35 20 20 24 internal_value=0 -0.0067425 -0.00179755 1.19631 -0.00941042 -0.0256502 0.282321 -0.0219507 -0.0183997 0.348 0.286539 -1.03911 -0.669748 internal_weight=0 9230 9186 58 9128 8655 473 8621 8574 441 406 44 47 internal_count=9251 9230 9186 58 9128 8655 473 8621 8574 441 406 44 47 cat_boundaries=0 2 cat_threshold=17309824 65537 is_linear=0 shrinkage=0.01 Tree=217 num_leaves=12 num_cat=0 split_feature=4 1 0 18 1 0 2 2 1 0 1 split_gain=963788 434051 764489 332380 314135 459782 296991 271174 270047 401051 103938 threshold=1422.3575000000001 802.66250000000002 1265.0725000000002 736.93000000000006 453.00000000000006 83.65000000000002 1013.1050000000001 665.43750000000011 1374.9750000000004 14.754000000000001 577.68750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 10 7 -1 9 -3 -6 right_child=-2 8 -4 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.013465645926523426 2.1380650583902994 -0.34863645848773772 1.7816978402932486 1.2823295545578004 -0.25762492316109792 1.9405287618637084 1.053841103040255 -1.0171412573920355 -0.039816325051443918 -2.3272789382934569 0.6608800029754639 leaf_weight=8994 21 21 24 20 28 20 26 27 28 20 22 leaf_count=8994 21 21 24 20 28 20 26 27 28 20 22 internal_value=0 -0.00667508 -0.000723631 -0.00540549 -0.0082304 0.659092 -0.0133937 -0.0164697 -0.796838 -1.31383 0.146517 internal_weight=0 9230 9161 9137 9117 70 9047 9021 69 41 50 internal_count=9251 9230 9161 9137 9117 70 9047 9021 69 41 50 is_linear=0 shrinkage=0.01 Tree=218 num_leaves=14 num_cat=2 split_feature=4 12 12 4 0 25 24 1 7 3 26 9 0 split_gain=944609 460718 819287 1.67682e+06 429523 284372 812670 281771 231137 196981 117164 113923 89594.6 threshold=1422.3575000000001 655.50000000000011 308.62500000000006 38.368750000000013 1219.7885000000003 0 1 74.355000000000004 404.76000000000005 890.22500000000014 2022.5000000000002 74.355000000000004 45.778960000000005 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 10 -8 9 -7 -1 -3 -10 right_child=-2 11 3 -5 -6 8 7 -9 12 -11 -12 -13 -14 leaf_value=0.63767870746441746 2.1166846066429503 -0.56293638189633688 -0.050500631834331317 3.5267567520141605 1.2058288539689164 -0.018471221933884875 -0.12737471173923218 0.85693418025970458 -0.3626352004001015 -0.78114567700554349 1.2359601867198944 -1.5848413753509523 -1.12671934400286 leaf_weight=67 21 24 38 20 29 8505 319 32 57 34 64 20 21 leaf_count=67 21 24 38 20 29 8505 319 32 57 34 64 20 21 internal_value=0 -0.00660833 -0.00171866 1.18304 -0.00924668 -0.0131193 0.220763 -0.0365946 -0.0264273 -0.021508 0.864014 -1.02744 -0.56835 internal_weight=0 9230 9186 58 9128 9099 482 351 8617 8539 131 44 78 internal_count=9251 9230 9186 58 9128 9099 482 351 8617 8539 131 44 78 cat_boundaries=0 2 3 cat_threshold=17309824 2147549185 19 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 17 24 5 24 6 2 2 5 0 split_gain=925811 395588 777008 385269 274211 253619 751942 511883 360506 235479 224453 219158 207991 198985 136279 108330 76831.2 51067.7 threshold=1422.3575000000001 0 1 47.808000000000007 1205.5225000000003 147.46662000000001 1081.6425000000002 143.49000000000004 199.87500000000003 494.36250000000007 2 593.34250000000009 3 126.49000000000002 603.77750000000015 160.85000000000005 71.988140000000001 381.31500000000005 decision_type=2 9 1 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 left_child=1 2 3 12 5 6 9 10 17 11 14 -3 -1 -12 -7 16 -4 -9 right_child=-2 4 15 -5 -6 7 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 leaf_value=0.77404419555220505 2.0955177670433409 -0.024579616657947598 -0.027198002880843231 1.6490610756593591 -1.0680394088745118 -0.12376526771589767 -1.9199838938031877 1.8606762791176639 0.047845516204833988 1.0322557308560325 0.44177835689844008 -0.79591751021307877 0.13034158540984331 -0.58278060306202284 -0.97599459012349443 -0.81264012046482248 -0.67897046089172364 1.1854267982074194 leaf_weight=119 21 8294 189 34 25 86 21 24 25 21 137 37 108 22 24 23 20 21 leaf_count=119 21 8294 189 34 25 86 21 24 25 21 137 37 108 22 24 23 20 21 internal_value=0 -0.00654225 0.266182 0.632104 -0.0222104 -0.0192348 -0.0300913 0.248912 1.01066 -0.0253394 0.0506869 -0.0280053 0.50763 0.282263 -0.283897 -0.154589 -0.0895686 1.54556 internal_weight=0 9230 493 261 8737 8712 8373 339 70 8352 269 8331 227 159 110 232 209 45 internal_count=9251 9230 493 261 8737 8712 8373 339 70 8352 269 8331 227 159 110 232 209 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 0 split_gain=1.53586e+06 491896 369519 356605 325926 283279 226189 693363 210888 threshold=1435.0600000000002 1236.1260000000004 715.87500000000011 1211.5375000000001 1013.1050000000001 153.20400000000004 47.808000000000007 308.62500000000006 831.91125000000011 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=-0.031274016367401271 2.7580652542114259 1.184515622363371 -0.23675676186879474 1.2556509078632703 0.9441105962480818 -1.8069731311798096 0.096976374888990788 1.7745653350536639 -0.75017602978683107 leaf_weight=8572 20 34 27 22 35 20 470 26 41 leaf_count=8572 20 34 27 22 35 20 470 26 41 internal_value=0 -0.016082 -0.0205128 -0.0159778 -0.0190373 -0.904934 -0.022738 0.184915 -0.0346962 internal_weight=0 9247 9213 9166 9144 47 9109 496 8613 internal_count=9267 9247 9213 9166 9144 47 9109 496 8613 is_linear=0 shrinkage=0.01 Tree=221 num_leaves=9 num_cat=0 split_feature=5 1 4 1 2 10 0 1 split_gain=1.50529e+06 482108 373533 364924 495884 436572 277642 275421 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 715.87500000000011 1013.1050000000001 1211.5375000000001 153.20400000000004 293.06250000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -5 -1 right_child=-2 -3 -4 6 -6 -7 -8 -9 leaf_value=-0.027433519281972536 2.7304844779968263 1.1726704535764807 -1.2409955062866211 -0.23438918855455185 1.2111566849910853 1.4232806705293199 -1.7889033603668214 0.40046469919042649 leaf_weight=8934 20 34 25 27 33 21 20 153 leaf_count=8934 20 34 25 27 33 21 20 153 internal_value=0 -0.0159212 -0.0203076 -0.0169862 -0.0124672 -0.0169006 -0.895885 -0.0202289 internal_weight=0 9247 9213 9188 9141 9108 47 9087 internal_count=9267 9247 9213 9188 9141 9108 47 9087 is_linear=0 shrinkage=0.01 Tree=222 num_leaves=10 num_cat=0 split_feature=5 1 1 10 2 0 1 7 0 split_gain=1.47534e+06 472514 354959 342228 312179 272117 219309 557124 206531 threshold=1435.0600000000002 1236.1260000000004 715.87500000000011 1211.5375000000001 1013.1050000000001 153.20400000000004 47.808000000000007 366.17750000000007 831.91125000000011 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=-0.030667121174799149 2.7031796836853026 1.1609437291762408 -0.23204529064672966 1.2300726595791904 0.92395917184012277 -1.7710143356323245 0.10336444637179375 1.6071331721085771 -0.74210394649970823 leaf_weight=8572 20 34 27 22 35 20 470 26 41 leaf_count=8572 20 34 27 22 35 20 470 26 41 internal_value=0 -0.015762 -0.0201046 -0.0156598 -0.018657 -0.886926 -0.0222789 0.182191 -0.0340537 internal_weight=0 9247 9213 9166 9144 47 9109 496 8613 internal_count=9267 9247 9213 9166 9144 47 9109 496 8613 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=1.44598e+06 463111 367590 350577 478501 420416 266915 23310.2 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=-0.026892949512184794 2.6761479339599612 1.149334298021653 -1.2308406311035156 -0.66914331750869749 1.1898055538986669 1.3967471958342055 0.39434526493346767 -1.1154578451676802 leaf_weight=8934 20 34 25 25 33 21 153 22 leaf_count=8934 20 34 25 25 33 21 153 22 internal_value=0 -0.0156044 -0.0199035 -0.0166086 -0.0121794 -0.0165344 -0.0198005 -0.878057 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=1.4172e+06 453895 360275 343600 295023 545693 266343 184546 287093 113756 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=-0.022780045859674618 2.6493866415023803 1.1378409660563751 -1.2185322113037109 -0.22138039853837754 -0.42903759956359866 1.4419221193362506 -1.7439349060058595 -0.80267078351974497 0.54177967171092611 0.26514052422841394 leaf_weight=8859 20 34 25 27 32 39 20 30 91 90 leaf_count=8859 20 34 25 27 32 39 20 30 91 90 internal_value=0 -0.0154483 -0.0197045 -0.0164426 -0.0120576 0.412226 -0.869276 -0.0196644 -0.0170398 0.083061 internal_weight=0 9247 9213 9188 9141 161 47 8980 8950 122 internal_count=9267 9247 9213 9188 9141 161 47 8980 8950 122 is_linear=0 shrinkage=0.01 Tree=225 num_leaves=40 num_cat=9 split_feature=25 0 5 24 1 1 10 5 8 1 1 0 1 4 0 1 0 24 0 0 0 1 25 24 25 25 8 6 24 0 26 5 4 0 0 25 0 26 0 split_gain=678013 1.04922e+06 713777 411683 366088 584053 408378 696587 244023 236343 647056 292110 287712 124824 84648.6 232453 457496 94502.3 131199 68535.7 64013 63676.6 58393.7 79889.7 156023 102325 100215 73819.7 45651.7 34331.6 25765.5 23095.5 35404.8 16145.8 12090.4 8861.25 8514.65 6810.24 6049.04 threshold=0 1205.5225000000003 1341.6425000000002 1 438.04750000000007 736.8325000000001 73.46250000000002 131.51500000000001 154.71744000000004 415.60849999999999 31.849500000000003 83.65000000000002 136.29000000000002 157.58975000000007 66.112500000000011 68.280000000000015 270.37500000000006 2 352.08500000000004 185.92344000000003 152.19250000000002 497.97750000000002 3 4 5 6 226.95300000000003 288.59250000000003 7 470.16250000000008 2022.5000000000002 233.07500000000002 355.79500000000007 119.02250000000002 96.100500000000011 8 169.17500000000004 2022.5000000000002 108.87000000000002 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 9 9 2 2 1 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 9 6 -6 8 -8 -5 10 13 -11 -12 -1 21 17 19 18 36 -17 33 22 23 24 30 35 -26 31 -27 37 -2 32 -24 34 -19 -25 38 -22 -16 right_child=14 -3 -4 4 5 -7 7 -9 -10 11 12 -13 -14 -15 15 16 -18 20 -20 -21 29 -23 27 25 26 28 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 leaf_value=-0.076330629207871176 0.30762775570154188 1.937944293158395 2.0554731569290161 0.21498543500039552 2.3069710565649943 0.156328684261867 1.8720174962121088 -0.40827815827869229 -0.69672667687939061 0.087445044517517098 1.9190261077880859 -1.5823831280795011 0.45353857388367524 -0.5926792173032408 0.088091803550720216 1.7035214633941649 -0.47190685438073204 0.18690856661115374 0.90837857405344646 0.90310922332431964 -0.098569287618001308 -0.47224648483097553 -0.045704805774228835 -0.12235006117605948 0.019424726325532663 -0.098650365585976466 0.68771545078443441 0.41492898777553017 0.053866035823851542 -0.6261706248196689 0.60422937287224665 -0.29479367591239308 0.36570450828188938 0.35919607019424443 -0.14854551792144777 -0.30237686541653419 0.17286385613518793 -0.26585155963897705 -0.15491060983567009 leaf_weight=352 64 35 20 554 23 28 37 21 31 20 21 22 37 54 20 20 23 21 24 23 45 32 5336 101 920 272 23 35 636 22 54 37 21 20 22 119 37 53 21 leaf_count=352 64 35 20 554 23 28 37 21 31 20 21 22 37 54 20 20 23 21 24 23 45 32 5336 101 920 272 23 35 636 22 54 37 21 20 22 119 37 53 21 internal_value=0 0.229022 0.181873 0.150646 0.306295 1.12623 0.246025 1.04639 0.166672 -0.0675506 -0.00386333 -0.787227 0.984146 -0.145008 -0.020106 0.131719 0.666486 0.0078781 0.238444 1.27539 -0.126738 -0.0270984 -0.0252285 0.0183699 0.0803032 -0.0400786 0.0353496 -0.0427626 0.00760137 -0.269179 0.408723 -0.0458117 -0.044092 0.12446 0.0152809 -0.228641 0.0628805 -0.189038 -0.0363728 internal_weight=0 1255 1220 1200 694 51 643 58 585 506 464 42 58 406 8001 351 66 285 102 43 183 7650 7618 2189 1061 1128 943 5429 908 120 118 5394 5357 63 43 220 78 98 41 internal_count=9256 1255 1220 1200 694 51 643 58 585 506 464 42 58 406 8001 351 66 285 102 43 183 7650 7618 2189 1061 1128 943 5429 908 120 118 5394 5357 63 43 220 78 98 41 cat_boundaries=0 1 2 3 6 7 9 11 12 14 cat_threshold=532864 3744 327 360775680 1293944994 536870912 3174 16777216 83886080 285212672 1159725056 136 268435456 1075838976 is_linear=0 shrinkage=0.01 Tree=226 num_leaves=19 num_cat=2 split_feature=25 0 10 4 8 1 3 10 12 3 0 25 0 0 17 0 10 0 split_gain=664552 1.02834e+06 405282 506372 239117 226892 257785 188802 102905 101938 94201 64276.7 199282 98529.2 47762.2 45887.6 30946.8 3102.1 threshold=0 1205.5225000000003 1064.4750000000001 1265.0725000000002 874.60000000000014 31.849500000000003 293.06250000000006 449.62500000000006 362.12500000000006 593.34250000000009 583.76964000000009 1 228.76800000000003 263.99500000000006 6.9400000000000004 173.32500000000002 290.03125000000006 284.92500000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 10 11 12 14 -14 -2 16 -13 -17 right_child=8 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 15 13 -15 -16 17 -18 -19 leaf_value=0.10435032355334307 0.012773495456072646 1.9185648392268591 1.591858564376831 1.6957114174252466 -0.85883840878804518 0.62733936215021524 -0.23357171275398947 -0.87769828701019292 0.50621534347534181 0.60275115453279937 -0.62536426250751209 -0.039629056855227482 1.0619553430875142 0.27722144524256392 -0.24709157737967086 -0.39560477754344114 0.35446011829376217 -0.25229523366147821 leaf_weight=925 2272 35 20 21 24 166 44 20 37 26 26 5408 24 48 73 23 20 44 leaf_count=925 2272 35 20 21 24 166 44 20 37 26 26 5408 24 48 73 23 20 44 internal_value=0 0.226732 0.180054 0.156524 0.129109 0.149637 0.446958 0.0835662 -0.0199108 -0.0223801 -0.0244277 -0.0224529 0.0205098 0.538799 0.00468388 -0.0413124 -0.038177 -0.301491 internal_weight=0 1255 1220 1200 1179 1155 210 945 8001 7964 7938 7912 2417 72 2345 5495 5428 67 internal_count=9256 1255 1220 1200 1179 1155 210 945 8001 7964 7938 7912 2417 72 2345 5495 5428 67 cat_boundaries=0 1 4 cat_threshold=532864 2441084928 1495269538 536870912 is_linear=0 shrinkage=0.01 Tree=227 num_leaves=31 num_cat=5 split_feature=25 0 5 24 1 1 10 5 8 1 1 0 2 1 4 0 1 0 24 0 18 0 1 25 24 0 4 0 0 0 split_gain=651327 1.00788e+06 696327 403827 356446 572276 399897 682635 238567 233678 630988 285902 229333 207553 85174.7 114249 329195 386202 91043.2 127131 67384.4 64912.2 59971.4 64616.8 72036.9 42696.2 38540.3 33802.9 14122.1 9327.34 threshold=0 1205.5225000000003 1341.6425000000002 1 438.04750000000007 736.8325000000001 73.46250000000002 131.51500000000001 154.71744000000004 415.60849999999999 47.808000000000007 83.65000000000002 479.25000000000006 150.21700000000001 489.67750000000007 66.112500000000011 68.280000000000015 270.37500000000006 2 352.08500000000004 362.12500000000006 152.19250000000002 497.97750000000002 3 4 189.57450000000003 199.12500000000003 470.16250000000008 119.02250000000002 169.17500000000004 decision_type=9 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 9 6 -6 8 -8 -5 10 12 -11 -1 -12 15 20 18 25 19 29 22 28 23 24 -2 -18 -25 -23 -20 -17 right_child=14 -3 -4 4 5 -7 7 -9 -10 11 13 -13 -14 -15 -16 16 17 -19 21 -21 -22 27 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.20196471956317794 0.080575970237430114 1.8993791983468191 2.02880991268158 0.21134186590621618 2.2794093015919561 0.15056010995592389 1.8514236411532841 -0.40591999326433453 -0.69011962982916064 0.081054373741149904 1.8191208572387694 -1.570934651114724 0.7515860048929851 0.53529334026224473 -0.48592526729290297 -0.035925420609916131 1.718278889656067 -0.25477619257840245 0.032832484585898263 0.90076468467712401 0.52712254264137959 -0.18181095455110685 -0.46605328929039747 -0.045874849264615374 -0.035094174250920041 1.0726815968468075 0.28241059078110586 -0.61597464648160072 0.35568597936630247 0.18466222974989152 leaf_weight=383 1039 35 20 554 23 28 37 21 31 20 20 22 27 34 39 41 20 22 42 24 22 97 31 5390 1099 21 36 22 20 36 leaf_count=383 1039 35 20 554 23 28 37 21 31 20 20 22 27 34 39 41 20 22 42 24 22 97 31 5390 1099 21 36 22 20 36 internal_value=0 0.224465 0.178254 0.147411 0.301577 1.11063 0.242096 1.03411 0.163572 -0.0686371 -0.00533895 -0.784273 -0.13917 1.01079 -0.0197117 -0.0174528 0.160538 0.814076 0.0145349 0.241381 -0.0255146 -0.118819 -0.0271154 -0.0253165 0.0212313 1.38761 -0.0436164 -0.262077 0.136979 0.0672065 internal_weight=0 1255 1220 1200 694 51 643 58 585 506 464 42 410 54 8001 7962 345 63 282 101 7617 181 7595 7564 2138 41 5426 119 62 77 internal_count=9256 1255 1220 1200 694 51 643 58 585 506 464 42 410 54 8001 7962 345 63 282 101 7617 181 7595 7564 2138 41 5426 119 62 77 cat_boundaries=0 1 2 3 6 7 cat_threshold=532864 3744 327 327221248 3441428642 536870912 3174 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=628336 443048 433875 359099 264276 278526 574748 531304 373979 147186 113552 51673.4 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=-0.0047216193225549496 0.28920247230529789 1.4585000383286248 2.2389634704589843 1.1350893894263676 -0.3872792113268817 0.37747043107476858 -0.18781856533371921 1.6164975689678658 1.2288262519836426 -0.68601092815399167 -0.74096862792968754 -1.0059597919605396 leaf_weight=8498 25 21 21 28 27 222 273 41 20 32 21 27 leaf_count=8498 25 21 21 28 27 222 273 41 20 32 21 27 internal_value=0 0.00765835 1.17931 0.00434268 0.000886631 0.0050225 0.221901 0.549725 -0.088112 -0.00907929 -0.00653653 -0.69662 internal_weight=0 9210 46 9189 9161 9107 556 263 293 8551 8519 54 internal_count=9256 9210 46 9189 9161 9107 556 263 293 8551 8519 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 5 split_gain=634429 972085 681295 394725 340359 593769 836025 454806 380353 194739 219153 161567 99917.7 93259.4 107060 266487 58636.2 69566.7 47039.2 79624.9 96784.4 83323.7 50992.6 26459.3 threshold=0 1205.5225000000003 1341.6425000000002 1 67.800000000000011 131.51500000000001 21.380000000000003 660.10000000000002 82.90000000000002 21.380000000000003 649.85000000000014 93.660000000000011 362.12500000000006 583.76964000000009 130.95600000000005 152.19250000000002 127.72750000000002 228.76800000000003 2 3 4 5 331.12500000000006 368.63682000000006 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 21 -21 -2 23 -20 right_child=12 -3 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 22 20 -22 -23 -24 -25 leaf_value=-0.016981574643042781 -0.31515670157767633 1.866351850782122 2.0065388736724854 0.24568657430745011 3.0371189811012962 -0.34503683783791284 0.24764138948349726 1.6779524467104958 -0.78758820684332598 0.85077746477994054 -1.0638645331755929 -0.814241716950028 0.49888716800792798 -0.61990897362048814 1.2144344831549603 -0.10567937162187364 -0.42150135766892205 0.29343593764949488 -0.042426804299742243 0.3030962719599406 0.031880869506440854 -0.022572553445942597 0.44979793321518668 -0.3684981426239014 leaf_weight=434 101 35 20 570 22 22 21 21 38 22 23 27 37 26 23 72 21 111 5451 140 1139 834 21 25 leaf_count=434 101 35 20 570 22 22 21 21 38 22 23 27 37 26 23 72 21 111 5451 140 1139 834 21 25 internal_value=0 0.221441 0.176066 0.145558 0.297978 0.991173 1.67482 0.231081 0.181107 -0.0680355 -0.111205 -0.0636758 -0.0195468 -0.0219799 -0.0200215 0.194022 0.0789752 0.136407 -0.0263226 0.0126178 0.0636893 -0.0571784 -0.041953 -0.0439154 internal_weight=0 1255 1220 1200 694 65 43 629 608 506 484 461 8001 7964 7938 227 204 183 7711 2214 1279 935 5497 5476 internal_count=9256 1255 1220 1200 694 65 43 629 608 506 484 461 8001 7964 7938 227 204 183 7711 2214 1279 935 5497 5476 cat_boundaries=0 1 2 5 6 8 10 cat_threshold=532864 3744 394330112 3311405218 536870912 665 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 3 1 7 17 split_gain=1.13577e+06 420243 407085 409146 2.64139e+06 449149 404930 230173 314927 173085 116038 95815.1 75946.3 51417.3 62981.1 44078.1 41569.5 threshold=1236.1260000000004 802.66250000000002 0 323.80000000000007 441.88278000000008 729.18750000000011 51.475000000000009 1.1200000000000003 164.55774000000002 362.12500000000006 465.34500000000008 515.86500000000012 540.74500000000012 252.82950000000002 157.58975000000007 1236.1260000000004 87.300000000000026 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=0.15454379472576205 1.951103749593099 -1.0205600007176399 -0.023866814752733612 3.9291499392191573 0.88624163719915572 -0.39203230176653181 -0.36949521801688456 -0.86421032290304867 0.76363613240096884 0.72293413623686764 0.061967656612396241 0.58022991914015554 -0.64327737236022953 -0.003313505567353347 -0.98473715209960944 -0.99809966405232742 -0.25591413929676399 leaf_weight=1098 30 40 7534 21 31 28 99 31 92 31 24 26 20 29 20 21 78 leaf_count=1098 30 40 7534 21 31 28 99 31 92 31 24 26 20 29 20 21 78 internal_value=0 0.00220679 0.00666183 0.157126 0.772759 -0.0557938 0.113618 0.172402 0.201633 -0.0227487 -0.46006 -0.025797 -0.0278616 -0.380884 -0.472897 -0.651775 -0.0262446 internal_weight=0 9223 9183 1494 101 80 1393 1245 1190 7689 55 7658 7632 148 119 49 7612 internal_count=9253 9223 9183 1494 101 80 1393 1245 1190 7689 55 7658 7632 148 119 49 7612 cat_boundaries=0 2 cat_threshold=17310080 67174401 is_linear=0 shrinkage=0.01 Tree=231 num_leaves=18 num_cat=1 split_feature=1 1 25 7 7 7 5 0 2 12 0 6 2 6 5 0 5 split_gain=1.11316e+06 411880 398984 401004 2.58882e+06 440211 396871 244181 354283 169640 239947 99911.1 92971.1 63878.7 88931.9 40715.2 7318.32 threshold=1236.1260000000004 802.66250000000002 0 323.80000000000007 441.88278000000008 729.18750000000011 51.475000000000009 806.46500000000003 1052.6300000000003 362.12500000000006 583.76964000000009 44.590000000000011 515.86500000000012 173.80000000000004 866.75000000000011 228.76800000000003 419.52500000000009 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 10 12 -7 15 14 -8 -4 -15 right_child=-2 -3 9 4 5 11 13 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 leaf_value=0.12323618695868609 1.9315926691691081 -1.0103543986082077 -0.027388186660868587 3.8898584057035901 0.87737916761829016 -0.14501649206334896 -0.36885576671712544 0.94945322281275046 1.4653559436798096 0.71570481361881377 -1.068388133915988 -1.0528616347136321 0.57442762301518369 -0.1798899373141202 -1.1099936285018921 0.16554515555098248 0.081097073782057993 leaf_weight=1186 30 40 7499 21 31 22 85 39 20 31 22 27 26 22 20 111 21 leaf_count=1186 30 40 7499 21 31 22 85 39 20 31 22 27 26 22 20 111 21 internal_value=0 0.00218472 0.00659521 0.155555 0.765031 -0.0552359 0.112482 0.170678 0.145494 -0.0225212 -0.025539 -0.645258 -0.0225345 -0.377075 -0.510025 -0.024574 -0.0524312 internal_weight=0 9223 9183 1494 101 80 1393 1245 1206 7689 7658 49 7636 148 105 7610 43 internal_count=9253 9223 9183 1494 101 80 1393 1245 1206 7689 7658 49 7636 148 105 7610 43 cat_boundaries=0 2 cat_threshold=17310080 67174401 is_linear=0 shrinkage=0.01 Tree=232 num_leaves=11 num_cat=1 split_feature=0 7 5 25 8 8 17 7 5 17 split_gain=788151 346674 724985 262781 215425 290192 254552 58901.6 50673.4 46710.3 threshold=1219.7885000000003 1236.1260000000004 1144.97 0 1058.7500000000002 515.18500000000006 21.380000000000003 404.76000000000005 410.11250000000001 91.800000000000026 decision_type=2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 -5 right_child=-2 -3 -4 7 -6 -7 -8 -9 -10 -11 leaf_value=0.14861957760015643 1.4455625197761939 -1.1290362075523093 1.7063564303040506 -0.019501410275249483 -0.87985235850016286 1.0973455047607421 -0.50197817333160888 -0.46431098333994547 0.37676255673170089 -0.26547072670971739 leaf_weight=1324 38 27 25 7584 21 31 63 30 32 78 leaf_count=1324 38 27 25 7584 21 31 63 30 32 78 internal_value=0 0.0024292 0.00575414 0.00111428 0.124699 0.140455 0.119068 -0.0220427 -0.0203469 -0.0220054 internal_weight=0 9215 9188 9163 1439 1418 1387 7724 7694 7662 internal_count=9253 9215 9188 9163 1439 1418 1387 7724 7694 7662 cat_boundaries=0 2 cat_threshold=17310080 67108865 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 0 7 split_gain=772466 339775 448257 2.00541e+06 229235 353043 203153 204121 253221 301114 236600 99570.6 65900.5 43900.6 threshold=1219.7885000000003 1236.1260000000004 352.38000000000005 262.50000000000006 130.08800000000005 2.6535000000000006 1120.4650000000004 0 85.544000000000025 449.64000000000004 1 362.12500000000006 470.16250000000008 591.48000000000013 decision_type=2 2 2 2 2 2 2 9 2 2 1 2 2 2 left_child=1 2 6 4 5 13 7 8 10 -10 -1 12 -9 -4 right_child=-2 -3 3 -5 -6 -7 -8 11 9 -11 -12 -13 -14 -15 leaf_value=0.39081514845954046 1.4311068662844206 -1.1177458530002171 0.020518590609232584 3.0709110766190748 -0.96037352561950684 1.3350751705169677 -0.83797463696578445 -0.020497442419508956 -0.57791564780787419 0.72041536071083767 0.073139426407187874 0.55489478270212811 -0.49011213890711469 -0.56760032133622607 leaf_weight=305 38 27 30 26 22 20 29 7577 95 22 980 30 30 22 leaf_count=305 38 27 30 26 22 20 29 7577 95 22 980 30 30 22 internal_value=0 0.00240491 0.0056966 0.612878 -0.0670039 0.20597 -0.00233844 0.00034255 0.110809 -0.333785 0.152152 -0.0200557 -0.0223495 -0.228301 internal_weight=0 9215 9188 120 94 72 9068 9039 1402 117 1285 7637 7607 52 internal_count=9253 9215 9188 120 94 72 9068 9039 1402 117 1285 7637 7607 52 cat_boundaries=0 2 3 cat_threshold=17310080 67174401 584 is_linear=0 shrinkage=0.01 Tree=234 num_leaves=19 num_cat=2 split_feature=1 1 25 7 7 7 5 0 24 12 0 6 6 5 0 1 17 5 split_gain=1.0806e+06 405566 377086 391615 2.52264e+06 421979 389867 232444 199805 163080 236553 98714.3 62547.2 89394.3 48858.1 245467 44171.8 6901.39 threshold=1236.1260000000004 802.66250000000002 0 323.80000000000007 441.88278000000008 729.18750000000011 51.475000000000009 806.46500000000003 1 362.12500000000006 583.76964000000009 44.590000000000011 173.80000000000004 866.75000000000011 228.76800000000003 57.050000000000004 91.800000000000026 419.52500000000009 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 -7 13 -8 16 -16 -4 -14 right_child=-2 -3 9 4 5 11 12 -9 -10 -11 -12 -13 17 -15 15 -17 -18 -19 leaf_value=0.32031229575667491 1.903012819925944 -1.0027166737876834 -0.022493686993775894 3.8381316670917331 0.85688813855571133 -0.13664901906793767 -0.36659908743465652 0.92614799108260715 0.047551192905923391 0.70191270951301821 -1.0603041954474015 -1.039040304819743 -0.17911009875210848 -1.1096611328125001 -0.076632539477459224 1.0163289642333984 -0.26170860598484674 0.074333529245285759 leaf_weight=403 30 40 7445 21 31 22 85 39 803 31 22 27 22 20 86 27 78 21 leaf_count=403 30 40 7445 21 31 22 85 39 803 31 22 27 22 20 86 27 78 21 internal_value=0 0.00203121 0.00640777 0.151222 0.753504 -0.0562104 0.108639 0.16632 0.141748 -0.0218984 -0.024857 -0.633885 -0.376578 -0.508135 -0.0218738 0.184518 -0.0249739 -0.0553353 internal_weight=0 9223 9183 1494 101 80 1393 1245 1206 7689 7658 49 148 105 7636 113 7523 43 internal_count=9253 9223 9183 1494 101 80 1393 1245 1206 7689 7658 49 148 105 7636 113 7523 43 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=335895 413796 525469 274443 855170 658934 477297 274689 456947 218616 133889 117802 104762 51403.6 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=-0.0082299389781384201 1.1841562918821971 -1.3702329713648016 1.4224823283232175 0.23650228973612727 -0.18630204868316649 2.557316440105438 1.7452320257822671 -1.0436429013167658 1.2372358680725097 1.1416966819763184 0.76455196467312903 -0.66013924867678908 -0.26814046551909626 -0.14671151968149038 leaf_weight=8392 24 22 26 166 230 20 24 31 25 24 22 39 158 39 leaf_count=8392 24 22 26 166 230 20 24 31 25 24 22 39 158 39 internal_value=0 -0.000414295 0.00286278 -0.00116231 0.221962 0.654475 0.427079 -0.149566 -0.0467395 1.78516 -0.0145756 -0.0165622 -0.013033 -0.403425 internal_weight=0 9218 9196 9170 520 234 190 286 255 44 8650 8628 8550 78 internal_count=9242 9218 9196 9170 520 234 190 286 255 44 8650 8628 8550 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 2 1 0 0 0 26 26 split_gain=351323 432313 504993 240702 385811 502665 441906 108106 76639.6 72050 176362 30963.7 18848.2 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=0.12172389011368469 1.2648237765919079 -1.3136032802581787 1.257232472896576 -0.030862260485877775 -0.11029179761807123 1.6220073647932574 -1.0281708117092356 -1.1982406881581182 0.58907898020744331 -0.5738310645176814 0.79427254383380597 -0.62375100011410922 -0.22249928500201249 leaf_weight=1961 22 25 32 6967 24 22 34 23 20 26 26 23 37 leaf_count=1961 22 25 32 6967 24 22 34 23 20 26 26 23 37 internal_value=0 -0.000376501 0.00319399 -0.0011855 0.0929299 0.118704 0.102127 -0.636469 -0.0290343 -0.0308274 -0.0277944 -0.361559 -0.367493 internal_weight=0 9220 9195 9163 2087 2017 1995 70 7076 7056 6993 47 63 internal_count=9242 9220 9195 9163 2087 2017 1995 70 7076 7056 6993 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 1 1 0 0 0 26 26 split_gain=344331 423710 494944 235912 378133 492662 438336 105954 75114.4 70616.2 172853 30347.5 18473.1 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=0.049187584617665196 1.2521756206859243 -1.3004672631263734 1.2446601539850235 -0.030553637753455046 -0.10918888171513876 1.6057872252030805 0.52430724407554763 -1.1862582696002464 0.58318816995620726 -0.56809275370377765 0.78632980199960556 -0.61751348578411602 -0.22027429322938663 leaf_weight=1777 22 25 32 6967 24 22 218 23 20 26 26 23 37 leaf_count=1777 22 25 32 6967 24 22 218 23 20 26 26 23 37 internal_value=0 -0.000372735 0.00316205 -0.00117364 0.0920006 0.117517 0.101105 -0.630104 -0.0287439 -0.0305192 -0.0275165 -0.357943 -0.363818 internal_weight=0 9220 9195 9163 2087 2017 1995 70 7076 7056 6993 47 63 internal_count=9242 9220 9195 9163 2087 2017 1995 70 7076 7056 6993 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=337479 415278 485095 197053 219215 619100 316418 263217 150745 142693 threshold=1374.9750000000004 1236.1260000000004 1219.7885000000003 1164.4950000000001 67.485000000000014 0 100.46247000000001 802.66250000000002 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=-0.0098965992898374169 1.2396537347273393 -1.287462569987774 1.2322135162353516 -0.83878445999962947 1.6237785056785301 -0.0080616398282379285 0.46906874744867794 -0.97197009503841403 0.85676062011718757 -0.66873267231565536 leaf_weight=8580 22 25 32 28 27 247 196 32 20 33 leaf_count=8580 22 25 32 28 27 247 196 32 20 33 internal_value=0 -0.000369008 0.00313043 -0.0011619 0.00140552 0.204552 0.582745 -0.114513 -0.0104072 -0.0124209 internal_weight=0 9220 9195 9163 9135 502 223 279 8633 8613 internal_count=9242 9220 9195 9163 9135 502 223 279 8633 8613 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=310301 403701 536062 258626 822970 644833 465579 264164 446077 211796 169054 131209 116501 threshold=1374.9750000000004 1265.0725000000002 1144.97 67.485000000000014 0 190.42000000000004 65.050000000000011 802.66250000000002 259.87500000000006 381.31500000000005 655.50000000000011 1013.1050000000001 77.546250000000029 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=-0.0087604478898183867 1.1381458640098572 -1.3534051210230047 1.4366945401980327 0.2261966743023999 -0.18610076435752537 2.5179073929786684 1.7162908363342286 -1.0258255209461336 1.2204036857604981 1.124543739159902 -0.71799911386826465 0.75981398842551484 -0.30272412776947022 leaf_weight=8457 24 22 26 166 230 20 24 31 25 24 34 22 137 leaf_count=8457 24 22 26 166 230 20 24 31 25 24 34 22 137 internal_value=0 -0.000399661 0.00283719 -0.00122827 0.215371 0.6397 0.414419 -0.148965 -0.0482082 1.75789 -0.0142493 -0.0114722 -0.0134466 internal_weight=0 9218 9196 9170 520 234 190 286 255 44 8650 8616 8594 internal_count=9242 9218 9196 9170 520 234 190 286 255 44 8650 8616 8594 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=564180 464797 781992 214914 346874 219829 179807 223366 248964 179550 427445 24243.5 9037.85 threshold=806.46500000000003 98.25500000000001 1265.0725000000002 967.31750000000011 2022.5000000000002 1065.8000000000002 569.59500000000014 593.34250000000009 802.66250000000002 541.75000000000011 308.62500000000006 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=-0.0083588941941357929 1.4695427053946037 2.0991700553894042 -1.1034005710056851 1.5075771919886272 -0.23081411296671089 -0.89377258402960635 -0.76365818786621098 1.5315565357208252 0.020872718493143715 -0.42767986191643609 0.96871372689141166 -0.88703663396835331 -0.47845533370971682 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 0.895543 0.34388 -0.0056354 0.676173 -0.00907133 -0.00634917 -0.00321556 0.707547 -0.00668616 -0.00345391 -0.623151 -0.636901 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=434008 1.86826e+06 427846 294471 370005 276905 146028 197377 388016 78990.5 206253 161571 127428 858.632 threshold=438.04750000000007 492.37500000000006 164.55774000000002 317.55000000000007 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=-0.0083321156522218991 0.75976355371021087 2.970308847427368 -1.3061197605133057 1.0159594331468855 -1.3697944343537092 -1.1550995545160203 0.69105820655822758 -0.64859726819125085 1.1502615224081896 -0.63778279983080355 0.66222911254219385 1.2535259170532227 -0.28756972037828887 -0.73912921905517581 leaf_weight=8912 21 26 20 28 20 21 30 22 29 26 23 20 26 20 leaf_count=8912 21 26 20 28 20 21 30 22 29 26 23 20 26 20 internal_value=0 0.514218 0.044671 -0.00797449 -0.0111411 -0.0081332 -0.0054608 -0.00778693 -0.00457423 0.277566 -0.0275731 0.500727 0.180388 -0.691708 internal_weight=0 162 136 9082 9054 9034 9013 8983 8941 116 49 67 47 42 internal_count=9244 162 136 9082 9054 9034 9013 8983 8941 116 49 67 47 42 is_linear=0 shrinkage=0.01 Tree=242 num_leaves=13 num_cat=0 split_feature=0 0 0 4 4 3 3 3 14 5 4 3 split_gain=549663 347458 235570 150331 241251 196146 254547 199069 157717 96045.4 34784.8 2762.71 threshold=806.46500000000003 1295.4950000000001 1005.9575000000001 644.32500000000016 460.42500000000007 1065.8000000000002 593.34250000000009 432.41388000000001 460.42500000000007 329.58750000000003 967.31750000000011 485.55000000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 5 6 7 8 -1 10 -5 -9 right_child=1 -3 -4 9 -6 -7 -8 11 -10 -11 -12 -13 leaf_value=-0.0057244239945927365 0.72666784000396734 0.070411165237426757 2.2614966259002687 -0.38040371559284353 0.79337059422543177 -0.85614592093008546 0.80360084435878665 -0.60468381881713873 0.58778572061326773 0.12943966215307062 -0.8677792742848397 -0.76382154273986813 leaf_weight=8900 20 30 20 27 38 27 39 24 45 22 32 20 leaf_count=8900 20 30 20 27 38 27 39 24 45 22 32 20 internal_value=0 0.883937 1.49408 -0.00557068 -0.00175006 -0.00508684 -0.00254158 -0.00603914 -0.00273863 -0.434471 -0.644743 -0.677019 internal_weight=0 70 40 9174 9093 9055 9028 8989 8945 81 59 44 internal_count=9244 70 40 9174 9093 9055 9028 8989 8945 81 59 44 is_linear=0 shrinkage=0.01 Tree=243 num_leaves=14 num_cat=0 split_feature=1 3 10 3 1 10 4 2 3 1 1 1 1 split_gain=424444 1.82979e+06 463180 418014 269934 194159 194007 213907 174659 77559 202415 158028 124916 threshold=438.04750000000007 492.37500000000006 1144.97 164.55774000000002 390.72000000000008 655.50000000000011 1013.1050000000001 1013.1050000000001 456.25000000000006 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=-0.0016809999239566404 0.75198481241861981 2.9391826739678018 1.5122347068786621 -1.2913577194213866 -1.1436908494858515 -0.88867215728759763 -0.7601423562274261 0.86935457774571012 -0.45193353822861598 -0.63284166198510394 0.65502002633136258 1.2396553163528443 -0.28497340899247392 leaf_weight=8867 21 26 20 20 21 25 34 28 87 26 23 20 26 leaf_count=8867 21 26 20 20 21 25 34 28 87 26 23 20 26 internal_value=0 0.50851 -0.00789652 0.0438228 -0.0112515 -0.0086211 -0.00618085 -0.00332684 -0.0060558 0.274026 -0.0283352 0.495156 0.178348 internal_weight=0 162 9082 136 9062 9041 9016 8982 8954 116 49 67 47 internal_count=9244 162 9082 136 9062 9041 9016 8982 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 3 3 2 split_gain=536245 446965 759545 202163 339257 214327 172949 210654 240661 172371 163993 9069.53 threshold=806.46500000000003 98.25500000000001 1265.0725000000002 967.31750000000011 2022.5000000000002 1065.8000000000002 569.59500000000014 593.34250000000009 802.66250000000002 462.80000000000007 344.21500000000003 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=-0.0069016319508232076 1.4414853152522336 2.0533850479125979 -1.0942619859604608 1.4779869429270425 -0.24121297966350211 -0.88240370920726241 -0.75154370269775383 1.4973130054473875 0.012030738194783529 -0.72785624475190136 0.58534544133125466 -0.46584147071838383 leaf_weight=8931 27 22 21 24 22 28 25 20 24 33 47 20 leaf_count=8931 27 22 21 24 22 28 25 20 24 33 47 20 internal_value=0 0.873072 0.332096 -0.00551114 0.655761 -0.00884358 -0.00615571 -0.00308244 0.687159 -0.00645283 -0.00380121 -0.624565 internal_weight=0 70 48 9174 46 9128 9100 9055 44 9011 8978 45 internal_count=9244 70 48 9174 46 9128 9100 9055 44 9011 8978 45 is_linear=0 shrinkage=0.01 Tree=245 num_leaves=12 num_cat=1 split_feature=4 2 3 10 11 11 1 25 26 0 8 split_gain=669250 336116 440224 248490 233655 202603 710746 198564 737164 513049 69768 threshold=1530.8125000000002 890.22500000000014 66.112500000000011 1211.5375000000001 874.60000000000014 273.11034000000006 130.95600000000005 0 2022.5000000000002 1205.5225000000003 54.499460000000006 decision_type=2 2 2 2 2 2 2 9 2 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=-0.335534111559391 1.8232424716949465 0.060765262876238138 1.8659800624847414 1.0487295844338156 -0.92742628506251745 -0.12543402842621304 2.1199031250476841 -0.019495629379289191 1.1721261086002472 -1.4540644355773926 0.54759737014770504 leaf_weight=68 20 35 22 22 28 67 20 8857 62 25 20 leaf_count=68 20 35 22 22 28 67 20 8857 62 25 20 internal_value=0 -0.00801436 0.757515 -0.0127734 -0.0153264 -0.0125258 0.420055 -0.0176619 0.356111 -0.023507 0.0292858 internal_weight=0 9226 57 9169 9147 9119 107 9012 130 8882 87 internal_count=9246 9226 57 9169 9147 9119 107 9012 130 8882 87 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=246 num_leaves=10 num_cat=0 split_feature=4 12 12 4 5 10 6 1 12 split_gain=655931 335406 687043 2.50021e+06 220149 240398 197173 230062 36470.5 threshold=1530.8125000000002 1064.4750000000001 308.62500000000006 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=-0.013062054420138922 1.8050100421905517 -1.2411965075406162 -0.043946905638042252 3.4092118270308887 -0.95063770804405212 1.084198938369751 0.95449583144414984 -1.0144696094678796 -0.54187776684761046 leaf_weight=9026 20 22 38 27 25 20 21 23 24 leaf_count=9026 20 22 38 27 25 20 21 23 24 internal_value=0 -0.00793422 -0.0049864 0.869367 -0.0135237 -0.0109464 -0.0133612 -0.0156073 -0.236694 internal_weight=0 9226 9204 89 9115 9090 9070 9049 62 internal_count=9246 9226 9204 89 9115 9090 9070 9049 62 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=597320 580194 506817 228854 190819 474754 200162 211703 108441 threshold=1412.3803750000002 1374.9750000000004 736.93000000000006 874.60000000000014 273.11034000000006 130.95600000000005 1341.6425000000002 0 74.355000000000004 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=0.37248080130103683 1.6806405784970238 1.6524756018320719 1.5785543637275696 -0.88704213142395016 -0.10464274050584481 1.7968925491571426 -0.96985396125099887 -0.02085545919550294 0.73443657112121585 leaf_weight=129 21 21 20 30 67 20 22 8896 20 leaf_count=129 21 21 20 30 67 20 22 8896 20 internal_value=0 -0.00780741 -0.0115955 -0.0150584 -0.0122007 0.407622 -0.017166 -0.0148436 0.0882491 internal_weight=0 9225 9204 9184 9154 107 9047 9025 87 internal_count=9246 9225 9204 9184 9154 107 9047 9025 87 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=248 num_leaves=10 num_cat=0 split_feature=4 18 11 2 12 12 2 12 10 split_gain=639217 494409 382700 523542 220072 612702 199712 184700 55198.9 threshold=1530.8125000000002 736.93000000000006 874.60000000000014 1374.9750000000004 541.75000000000011 308.62500000000006 352.38000000000005 400.35000000000008 42.190000000000005 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=-0.019482483185449897 1.7818956661224366 1.5627688269615174 -1.1204280730216734 1.6087041637897492 -0.40063862142891721 1.7765345391360197 0.35851590082678997 0.56144374650100182 -1.0835263729095459 leaf_weight=8913 20 20 31 20 29 22 142 29 20 leaf_count=8913 20 20 31 20 29 22 142 29 20 internal_value=0 -0.00780028 -0.0112123 -0.00746457 -0.0109953 -0.00739869 -0.0135547 1.0856 -0.679368 internal_weight=0 9226 9206 9175 9155 9106 9055 51 49 internal_count=9246 9226 9206 9175 9155 9106 9055 51 49 is_linear=0 shrinkage=0.01 Tree=249 num_leaves=10 num_cat=0 split_feature=4 18 11 2 12 12 2 12 10 split_gain=626496 484570 375084 513123 215692 600509 195738 181025 54100.5 threshold=1530.8125000000002 736.93000000000006 874.60000000000014 1374.9750000000004 541.75000000000011 308.62500000000006 352.38000000000005 400.35000000000008 42.190000000000005 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=-0.019287658960435543 1.7640767517089844 1.5471411712169647 -1.109223784785117 1.5926171135902405 -0.39663223365257533 1.7587692269411954 0.35493073678352466 0.55582929545435411 -1.0726911182403565 leaf_weight=8913 20 20 31 20 29 22 142 29 20 leaf_count=8913 20 20 31 20 29 22 142 29 20 internal_value=0 -0.00772227 -0.0111002 -0.00738993 -0.0108853 -0.00732471 -0.0134192 1.07474 -0.672575 internal_weight=0 9226 9206 9175 9155 9106 9055 51 49 internal_count=9246 9226 9206 9175 9155 9106 9055 51 49 is_linear=0 shrinkage=0.01 Tree=250 num_leaves=23 num_cat=3 split_feature=25 7 7 1 4 0 4 8 24 4 7 25 6 1 0 1 8 6 6 4 15 1 split_gain=487539 657597 2.32474e+06 708739 580820 326798 328348 250217 230003 96169.9 83880.5 83419.4 90350.9 60929.2 61845.5 219823 58556.1 50950.8 79748.9 43197.8 38302.3 141.447 threshold=0 323.80000000000007 449.64000000000004 31.849500000000003 652.50000000000011 1219.7885000000003 457.74500000000006 82.90000000000002 1 593.34250000000009 729.18750000000011 2 256.61250000000007 378.05000000000007 218.97000000000003 68.280000000000015 486.41000000000003 308.62500000000006 366.17750000000007 967.31750000000011 44.531500000000008 470.16250000000008 decision_type=9 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 10 5 6 7 8 -1 11 -4 -2 13 14 20 -16 -9 -14 -19 -6 -13 -15 right_child=9 2 3 -5 19 -7 -8 16 -10 -11 -12 12 17 21 15 -17 -18 18 -20 -21 -22 -23 leaf_value=-0.057205085363439337 -0.28810861571629842 4.0011131410598759 -0.067829422420925559 1.4252124392601753 -0.58542808866500862 1.4212957954406737 1.3732275372459777 -0.57582576061117241 0.24611292435763502 -0.70398283050173804 -0.84900895493371153 -0.024385274301809638 0.71740583723241624 -0.36065986108779913 0.0032101989023893785 1.1043996802243319 -0.078483716964721686 -0.30976828243421473 0.43267294413004165 -1.1854128246307374 -0.20600852900137337 -0.39547942817211151 leaf_weight=362 110 20 27 31 20 20 21 58 801 21 28 7262 22 20 103 22 40 23 39 30 118 28 leaf_count=362 110 20 27 31 20 20 21 58 801 21 28 7262 22 20 103 22 40 23 39 30 118 28 internal_value=0 0.170554 0.930191 0.216023 0.112258 0.152875 0.133087 0.112435 0.153325 -0.0281407 -0.465521 -0.026345 -0.0221684 -0.0258247 -0.0235533 0.19702 -0.372829 0.303958 0.157251 -0.945419 -0.0272893 -0.380971 internal_weight=0 1458 106 86 1352 1302 1282 1261 1163 7768 55 7747 7637 7553 7505 125 98 84 62 50 7380 48 internal_count=9226 1458 106 86 1352 1302 1282 1261 1163 7768 55 7747 7637 7553 7505 125 98 84 62 50 7380 48 cat_boundaries=0 2 3 5 cat_threshold=17310080 2281766912 3456 0 16777217 is_linear=0 shrinkage=0.01 Tree=251 num_leaves=25 num_cat=3 split_feature=25 7 7 4 8 11 0 4 8 24 7 4 25 6 8 15 6 6 4 0 0 11 15 15 split_gain=477918 644489 2.27848e+06 569277 514297 371997 320287 321806 245253 225495 194610 94255 81908.7 88553 57390.8 50696.1 49936.9 78161.9 42338.2 37414.7 133530 28611.2 1624.07 2358.69 threshold=0 323.80000000000007 449.64000000000004 652.50000000000011 21.101500000000005 65.362500000000011 1219.7885000000003 457.74500000000006 82.90000000000002 1 729.18750000000011 593.34250000000009 2 256.61250000000007 486.41000000000003 134.86500000000004 308.62500000000006 366.17750000000007 967.31750000000011 216.15000000000003 235.50000000000003 169.17500000000004 336.51000000000005 210.75000000000003 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 6 10 -6 7 8 9 -1 -4 12 -2 15 -10 19 -15 -18 -5 21 -21 -14 23 -17 right_child=11 2 4 18 5 -7 -8 -9 14 -11 -12 -13 13 16 -16 22 17 -19 -20 20 -22 -23 -24 -25 leaf_value=-0.056648414394547868 -0.28546762100855511 3.961101814568043 0.15432723544892812 -0.57957380247116097 0.10805475755171343 1.9924334449768066 1.4070828590393065 1.3594952810378302 -0.57006750246574134 0.24368214248655462 -1.1771558052560558 -0.69694300379071916 -0.024163601372358706 0.71023178187283609 -0.077698878288269047 -0.32200598470095931 -0.30667060064232871 0.42834620335163215 -1.173558712641398 0.81791709025700887 -0.0021375628346982211 -0.22179278805449201 -0.37132229542732242 -0.18084346294403075 leaf_weight=362 110 20 21 20 22 20 20 21 58 801 23 21 7271 22 40 29 23 39 30 24 115 74 20 20 leaf_count=362 110 20 21 20 22 20 20 21 58 801 23 21 7271 22 40 29 23 39 30 24 115 74 20 20 internal_value=0 0.168861 0.920889 0.111149 0.213862 1.00538 0.151361 0.131771 0.111325 0.151808 -0.541675 -0.027863 -0.0260853 -0.0219467 -0.369101 -0.0255665 0.300919 0.155679 -0.935965 -0.0230788 0.139455 -0.0261547 -0.295384 -0.264389 internal_weight=0 1458 106 1352 86 42 1302 1282 1261 1163 44 7768 7747 7637 98 7553 84 62 50 7484 139 7345 69 49 internal_count=9226 1458 106 1352 86 42 1302 1282 1261 1163 44 7768 7747 7637 98 7553 84 62 50 7484 139 7345 69 49 cat_boundaries=0 2 3 5 cat_threshold=17310080 2281766912 3456 0 16777217 is_linear=0 shrinkage=0.01 Tree=252 num_leaves=31 num_cat=3 split_feature=25 7 7 1 5 0 17 2 0 0 13 25 7 1 6 7 5 26 6 6 17 15 25 0 0 6 14 15 26 1 split_gain=468486 631642 2.23314e+06 689040 417401 447665 210233 206140 202122 332987 160197 86560.1 80817.3 76411.8 79116.6 69189.5 90149.6 99898.3 56499.5 78090.6 41821.2 37246.7 38576.8 212461 38028.9 16516.5 7831.67 1894.51 524.622 152.592 threshold=0 323.80000000000007 449.64000000000004 31.849500000000003 51.475000000000009 1081.6425000000002 1.1200000000000003 387.99000000000007 194.45000000000002 309.90000000000003 134.19600000000003 1 729.18750000000011 378.05000000000007 256.61250000000007 42.190000000000005 802.66250000000002 2022.5000000000002 308.62500000000006 366.17750000000007 548.95500000000004 44.531500000000008 2 223.66250000000002 381.31500000000005 470.16250000000008 57.800000000000004 134.86500000000004 2022.5000000000002 458.28125000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 4 -3 12 5 6 8 15 10 -10 -1 28 -4 14 21 16 17 -6 -16 -20 -8 22 23 -13 -24 -21 27 -23 -2 -15 right_child=11 2 3 -5 7 -7 20 -9 9 -11 -12 13 -14 29 18 -17 -18 -19 19 25 -22 26 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.15912008255901861 -0.29200277175222122 3.9214908829927446 -0.06991885644418222 1.403990781845585 0.24070415932791572 1.5876784272627398 -0.7100536694065217 -1.2239801021416983 1.6063455705642702 0.26915000151281487 -0.51113768680675609 -0.00088253036227198798 -0.83670229366847448 -0.38843013400123233 0.71802603201432658 0.32445669746398925 -0.92316969585418707 -0.42951332522220298 -0.32037865519523623 0.60435310542583465 -0.12352722263336181 -0.11432381792501969 -0.034188861977774564 0.65875172729492193 -0.45082344943826846 0.19794792079925536 -0.38018664661049839 -0.20235933113098145 -0.33473467228776316 -0.42357648237546286 leaf_weight=984 56 20 27 31 35 22 31 24 25 73 37 2084 28 21 22 20 20 61 24 20 20 44 5241 50 22 20 20 55 59 30 leaf_count=984 56 20 27 31 35 22 31 24 25 73 37 2084 28 21 22 20 20 61 24 20 20 44 5241 50 22 20 20 55 59 30 internal_value=0 0.167185 0.91168 0.211724 0.110052 0.174426 0.147852 -0.369534 0.176469 0.610271 0.134831 -0.027588 -0.460281 -0.0232909 -0.0207332 -0.218749 -0.312406 -0.185163 0.280855 0.130577 -0.480043 -0.024184 -0.0213605 0.0145048 -0.0358623 0.401151 -0.199695 -0.163232 -0.288812 -0.409104 internal_weight=0 1458 106 86 1352 1192 1170 160 1119 98 1021 7768 55 7653 7602 136 116 96 86 64 51 7516 7397 2134 5263 40 119 99 115 51 internal_count=9226 1458 106 86 1352 1192 1170 160 1119 98 1021 7768 55 7653 7602 136 116 96 86 64 51 7516 7397 2134 5263 40 119 99 115 51 cat_boundaries=0 2 4 7 cat_threshold=17310080 2281766912 0 16777217 2415935488 1415841922 538972928 is_linear=0 shrinkage=0.01 Tree=253 num_leaves=30 num_cat=3 split_feature=25 7 7 1 5 0 10 10 2 2 16 10 5 12 25 1 6 6 6 6 5 15 25 0 0 6 12 15 1 split_gain=459163 620159 1.83505e+06 684476 413922 437151 431168 857385 257013 202758 156506 112310 96730.1 89817.8 84837.6 74891.2 77542.1 73683.3 55375.1 76536.6 40208.9 36505.5 38014.2 167441 104927 16187.8 8146.12 915.022 149.555 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 64.050000000000011 1081.6425000000002 67.800000000000011 229.89300000000003 967.31750000000011 387.99000000000007 72.610000000000014 655.50000000000011 992.8900000000001 41.952500000000008 1 378.05000000000007 256.61250000000007 52.547500000000007 308.62500000000006 366.17750000000007 457.74500000000006 44.531500000000008 2 284.92500000000007 458.28125000000006 470.16250000000008 22.806000000000004 196.64500000000001 458.28125000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 4 -3 17 5 6 8 -8 10 12 -1 -9 13 20 -2 16 21 -4 -18 -20 -6 22 23 -16 -24 -21 27 -23 -17 right_child=14 2 3 -5 9 -7 7 11 -10 -11 -12 -13 -14 -15 15 28 18 -19 19 25 -22 26 24 -25 -26 -27 -28 -29 -30 leaf_value=0.099244067187427232 -0.28592388000488284 3.4056277411916982 -0.21777774391174315 1.3569487339655557 -0.36929451430021831 1.5718016849864613 2.3498503309029801 -0.40181914488474524 1.1468587531214174 -1.2117403042316437 -0.62169311646492253 0.61282804870605467 -0.85895769882202144 0.50383743572235107 0.019442795981295162 -0.38454581987290154 0.71084575176239018 -1.0212740266890754 -0.3171748733520508 0.59830956155061721 0.066273623743364887 -0.13802830833941698 -0.02720131329451575 0.94480522346496587 -0.70382787269094726 0.19596844863891602 -0.38177745652198797 -0.20162130887167795 -0.41934071358044939 leaf_weight=1051 115 23 25 30 67 22 26 24 23 24 31 20 20 20 877 21 22 21 24 20 31 64 6477 20 23 20 20 35 30 leaf_count=1051 115 23 25 30 67 22 26 24 23 24 31 20 20 20 877 21 22 21 24 20 31 64 6477 20 23 20 20 35 30 internal_value=0 0.165513 0.930775 0.181806 0.110984 0.175187 0.149038 0.910129 0.100824 -0.36341 0.0785888 0.0593841 -0.215874 -0.106877 -0.0273121 -0.023058 -0.0205259 -0.584591 0.278046 0.129271 -0.231513 -0.0239422 -0.0211469 0.0396333 -0.0295501 0.397139 -0.197698 -0.160511 -0.405013 internal_weight=0 1458 99 76 1359 1197 1175 70 1105 162 1082 44 138 118 7768 7653 7602 46 86 64 98 7516 7397 897 6500 40 119 99 51 internal_count=9226 1458 99 76 1359 1197 1175 70 1105 162 1082 44 138 118 7768 7653 7602 46 86 64 98 7516 7397 897 6500 40 119 99 51 cat_boundaries=0 2 4 7 cat_threshold=17310080 2281766912 0 16777217 2415919104 337903616 4608 is_linear=0 shrinkage=0.01 Tree=254 num_leaves=23 num_cat=2 split_feature=25 7 7 1 4 0 4 5 10 2 4 25 6 6 5 1 0 1 4 11 6 1 split_gain=450043 607818 1.79853e+06 670855 527196 301953 314491 234446 303136 100339 92374.4 77359.4 83716.3 72217 72004.9 57196.7 58690.8 214479 56929.4 32700.4 12363.1 134.069 threshold=0 336.94125000000003 488.75250000000005 31.849500000000003 652.50000000000011 1219.7885000000003 457.74500000000006 177.05000000000004 67.800000000000011 9.775500000000001 593.34250000000009 1 256.61250000000007 52.547500000000007 56.900000000000006 378.05000000000007 218.97000000000003 68.280000000000015 967.31750000000011 172.52400000000003 329.11548000000005 470.16250000000008 decision_type=9 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 13 5 6 7 8 -1 -9 11 -2 15 -4 20 16 19 -18 -6 -13 -14 -17 right_child=10 2 3 -5 18 -7 -8 9 -10 -11 -12 12 14 -15 -16 21 17 -19 -20 -21 -22 -23 leaf_value=0.10651840266044978 -0.27735731768608096 3.371571394878885 -0.21559996147155761 1.3433792254130046 -0.49118881008841775 1.3684470605850221 1.3439421263195219 -0.11525941457904754 0.75570522012648644 -0.78099822521209716 -0.68941348461877738 -0.02405699348548004 0.29680492083231608 -1.0110612655821301 0.74244123631715786 -0.34910195350646972 0.00085583487760673455 1.0885757220875134 -1.1609159396489461 -0.23121846942158489 -0.0055301601008365033 -0.38300121809755056 leaf_weight=1092 110 23 25 30 22 20 21 61 77 36 21 7303 21 21 25 20 103 22 30 77 38 28 leaf_count=1092 110 23 25 30 22 20 21 61 77 36 21 7303 21 21 25 20 103 22 30 77 38 28 internal_value=0 0.163858 0.921467 0.179988 0.109874 0.14916 0.130212 0.110079 0.149279 -0.362338 -0.0270427 -0.0252821 -0.0212603 -0.578745 0.292664 -0.0247797 -0.022579 0.192295 -0.87757 -0.0262184 0.102081 -0.368877 internal_weight=0 1458 99 76 1359 1307 1287 1266 1169 97 7768 7747 7637 46 84 7553 7505 125 52 7380 59 48 internal_count=9226 1458 99 76 1359 1307 1287 1266 1169 97 7768 7747 7637 46 84 7553 7505 125 52 7380 59 48 cat_boundaries=0 2 4 cat_threshold=17310080 2281766912 0 16777217 is_linear=0 shrinkage=0.01 Tree=255 num_leaves=12 num_cat=1 split_feature=12 0 0 19 4 1 25 10 10 16 3 split_gain=544401 482153 697048 430829 281644 211693 194634 223930 88238.2 14934.6 2570.91 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 362.77500000000003 1013.1050000000001 1341.6425000000002 0 219.79500000000002 331.12500000000006 90.300000000000026 90.300000000000026 decision_type=2 2 2 2 2 2 9 2 2 2 2 left_child=1 3 -3 4 5 6 7 -1 -8 -5 -6 right_child=-2 2 -4 9 10 -7 8 -9 -10 -11 -12 leaf_value=0.093645666032411881 -1.6516696286201478 2.415566833496094 -0.22459927272796631 0.83173428308396113 -0.76649777078628545 -1.0333981227874756 -0.033834578069597575 -0.38737635782449553 0.50972591368357345 1.2135585837364198 -0.92683837723731999 leaf_weight=2316 20 20 20 21 20 20 6631 101 30 20 20 leaf_count=2316 20 20 20 21 20 20 6631 101 30 20 20 internal_value=0 -3.08821e-05 1.09548 -0.00480489 -0.00939392 -0.00571279 -0.00344866 0.073242 -0.0313394 1.01799 -0.846668 internal_weight=0 9219 40 9179 9138 9098 9078 2417 6661 41 40 internal_count=9239 9219 40 9179 9138 9098 9078 2417 6661 41 40 cat_boundaries=0 3 cat_threshold=19407104 2415919137 536870912 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=533568 472558 683176 279068 341532 1.68431e+06 206893 186268 340578 148121 61420.1 6822.03 2519.75 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 1013.1050000000001 308.62500000000006 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=-0.20107509735819432 -1.635152937889099 2.3914111251831054 -0.22235324859619141 -0.75883276700973512 -0.36315990676879883 3.0891344538189118 -1.0230641431808472 -0.25844539412136736 0.13423444548417618 0.556053505897522 -0.02605187320486143 -0.60764703387305852 -0.91756999778747561 leaf_weight=357 20 20 20 20 25 21 20 106 1760 20 6809 21 20 leaf_count=357 20 20 20 20 25 21 20 106 1760 20 6809 21 20 internal_value=0 -3.05731e-05 1.08453 -0.00475684 -0.00110898 0.622452 -0.00710211 -0.00485241 0.0770101 -0.162402 -0.0299823 -0.474774 -0.838201 internal_weight=0 9219 40 9179 9139 87 9052 9032 2117 66 6915 46 40 internal_count=9239 9219 40 9179 9139 87 9052 9032 2117 66 6915 46 40 cat_boundaries=0 3 4 6 cat_threshold=19407104 2415919104 536870912 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=522947 463158 669581 273512 334739 1.65079e+06 202774 182564 333927 145173 60314.6 6686.27 2469.61 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 1013.1050000000001 308.62500000000006 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=-0.19911913472885009 -1.6188014340400696 2.3674970550537107 -0.22012971782684326 -0.75124446344375617 -0.3595283088684082 3.0582431379954023 -1.0128335266113282 -0.2560837362552511 0.13289968429695248 0.55049297809600828 -0.0257917368327449 -0.60157056626819427 -0.90839426428079606 leaf_weight=357 20 20 20 20 25 21 20 106 1760 20 6809 21 20 leaf_count=357 20 20 20 20 25 21 20 106 1760 20 6809 21 20 internal_value=0 -3.40786e-05 1.07368 -0.0047131 -0.00110173 0.616227 -0.00703497 -0.00480778 0.0762368 -0.160778 -0.0296866 -0.470026 -0.829819 internal_weight=0 9219 40 9179 9139 87 9052 9032 2117 66 6915 46 40 internal_count=9239 9219 40 9179 9139 87 9052 9032 2117 66 6915 46 40 cat_boundaries=0 3 4 6 cat_threshold=19407104 2415919104 536870912 640 128 16777216 is_linear=0 shrinkage=0.01 Tree=258 num_leaves=11 num_cat=1 split_feature=4 6 0 19 1 0 26 0 24 1 split_gain=491462 428647 291873 253260 250855 259480 219380 168666 699709 240991 threshold=1205.5225000000003 1253.9725000000001 1219.7885000000003 492.13750000000005 736.8325000000001 217.52000000000004 2022.5000000000002 223.66250000000002 0 577.68750000000011 decision_type=2 2 2 2 2 2 2 2 1 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=-0.014574662515353276 -1.2216850811581721 1.2830400780531077 0.89588246663411453 0.99881350288391124 0.50246707325631923 -1.5773694915771483 -0.90975258317860697 0.76854615102760326 -0.26268557428456041 1.0103781907454781 leaf_weight=8784 33 26 36 25 22 20 22 119 129 23 leaf_count=8784 33 26 36 25 22 20 22 119 129 23 internal_value=0 0.000860037 -0.00277141 -0.00630942 -0.00906499 -0.632932 -0.203643 -0.00465555 0.252537 -0.0118979 internal_weight=0 9206 9180 9144 9119 64 44 9055 248 8807 internal_count=9239 9206 9180 9144 9119 64 44 9055 248 8807 cat_boundaries=0 1 cat_threshold=1055 is_linear=0 shrinkage=0.01 Tree=259 num_leaves=11 num_cat=3 split_feature=12 0 0 19 7 18 4 25 24 25 split_gain=511875 446412 656799 411002 266138 216208 177197 184853 438187 88270.7 threshold=1206.0675000000003 1219.7885000000003 1660.4350000000002 362.77500000000003 1236.1260000000004 87.300000000000026 1295.4950000000001 0 1 2 decision_type=2 2 2 2 2 2 2 9 1 9 left_child=1 3 -3 4 6 -5 7 8 -1 -9 right_child=-2 2 -4 5 -6 -7 -8 9 -10 -11 leaf_value=-0.29181024207818979 -1.6015387597084045 2.3355348205566409 -0.22727445793151854 0.28571019308907647 -1.1335364877609979 1.7385023407936098 -0.9467192792892456 -0.29777386507780657 0.19165950960570707 -0.018507757702728365 leaf_weight=219 20 20 20 21 21 20 20 105 1054 7719 leaf_count=219 20 20 20 21 21 20 20 105 1054 7719 internal_value=0 7.84826e-07 1.05413 -0.00459287 -0.00907506 0.994389 -0.00648499 -0.00441786 0.10686 -0.0226309 internal_weight=0 9219 40 9179 9138 41 9117 9097 1273 7824 internal_count=9239 9219 40 9179 9138 41 9117 9097 1273 7824 cat_boundaries=0 2 3 5 cat_threshold=19407104 2147483648 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=399858 160781 473480 330191 335104 714675 267927 228770 214710 208827 181993 119301 181663 118298 89511.7 35234.6 threshold=1374.9750000000004 47.808000000000007 285.37500000000006 47.358000000000011 178.63500000000002 242.38250000000002 1013.1050000000001 310.65000000000003 866.75000000000011 103.13625000000002 375.58250000000004 0 323.80000000000007 890.22500000000014 115.57500000000002 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=0.16020432300572562 1.170609908926076 0.40712697204502152 1.3203729687315044 -0.88282110705520167 2.3186808513459702 -0.53988417790694665 -1.0107421045833163 1.0721050834655761 -0.90338122191252535 -0.14891238450214561 0.56595271359319266 -0.017868419713534946 -0.71329514265060423 0.74829580497741699 -0.30904512570283127 0.58853571033477781 leaf_weight=483 29 87 33 33 21 22 27 20 27 302 46 7935 24 20 107 20 leaf_count=483 29 87 33 33 21 22 27 20 27 302 46 7935 24 20 107 20 internal_value=0 -0.00546979 0.158118 0.0858873 0.150079 0.706165 -0.0161447 0.0290724 -0.0130279 -0.024554 0.208182 -0.0102291 0.134135 -0.0198077 -0.0217426 0.177235 internal_weight=0 9207 564 531 498 89 8643 409 8616 389 68 8589 527 8062 8042 503 internal_count=9236 9207 564 531 498 89 8643 409 8616 389 68 8589 527 8062 8042 503 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 10 25 26 1 1 2 8 8 10 split_gain=391901 157581 381822 262596 210437 201516 206257 292043 448867 224820 182340 159974 148357 168470 180915 133171 144483 122626 110002 71016.8 72762.7 threshold=1374.9750000000004 47.808000000000007 325.42500000000007 1013.1050000000001 866.75000000000011 100.46247000000001 0 330.61600000000004 210.75000000000003 86.390000000000029 4.1810000000000009 453.00000000000006 337.50000000000006 1 2022.5000000000002 67.485000000000014 77.02500000000002 460.05000000000007 190.42000000000004 133.96350000000004 715.87500000000011 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 3 5 4 12 10 7 9 -9 -7 15 18 13 14 -1 -3 -17 -15 -8 20 -14 right_child=-2 2 -4 -5 -6 6 11 8 -10 -11 -12 -13 19 17 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.0071318383055522031 1.1589038598948511 0.22362119881312051 1.2740919926248748 -1.0006346812954656 -0.89434740843596294 0.2787528152325574 -0.13945205309724443 0.22358840080407952 1.8769143629074097 -1.0574118299484254 -0.24255725593566893 -0.98681516374860501 -0.36389583997948222 -0.020627953031982175 0.37154305946826938 1.7190145769119263 0.58847404113182655 0.44485835326345347 0.59685998829928311 0.088295937538146976 -1.0939842739105226 leaf_weight=266 29 30 29 27 27 34 261 52 24 20 25 21 43 7943 240 20 26 57 22 20 20 leaf_count=266 29 30 29 27 27 34 261 52 24 20 25 21 43 7943 240 20 26 57 22 20 20 internal_value=0 -0.00541509 0.156537 -0.0159833 -0.0128977 0.0959589 0.00233345 0.321442 0.745691 -0.216123 0.498271 -0.140093 -0.0101268 -0.00602135 0.169134 0.741964 1.08001 -0.0172898 -0.0822122 -0.430859 -0.59567 internal_weight=0 9207 564 8643 8616 535 434 130 76 54 101 304 8589 8506 506 76 46 8000 283 83 63 internal_count=9236 9207 564 8643 8616 535 434 130 76 54 101 304 8589 8506 506 76 46 8000 283 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=5 split_feature=0 1 24 0 1 1 4 0 24 7 0 1 25 24 2 1 16 24 4 0 1 4 1 split_gain=384102 154445 1.00833e+06 978678 296490 468600 257370 206249 195660 330057 200382 142958 114443 544863 114706 99633.8 87682.2 61903.2 56671 64577.1 33432.2 9575.57 8241.02 threshold=1374.9750000000004 47.808000000000007 0 210.75000000000003 660.10000000000002 309.90000000000003 1013.1050000000001 866.75000000000011 1 157.50375000000003 270.37500000000006 100.46247000000001 2 3 890.22500000000014 166.40250000000003 115.57500000000002 4 42.190000000000005 83.65000000000002 484.01500000000004 96.100500000000011 91.390500000000017 decision_type=2 2 1 2 2 2 2 2 1 2 2 2 9 1 2 2 2 1 2 2 2 2 2 left_child=1 6 3 4 5 11 7 12 9 15 18 -3 13 17 16 22 -14 -1 19 -10 -17 -15 -4 right_child=-2 2 8 -5 -6 -7 -8 -9 10 -11 -12 -13 14 21 -16 20 -18 -19 -20 -21 -22 -23 -24 leaf_value=0.59229244187762664 1.1473147681663778 0.74119115538067293 0.44382005643844608 2.176198826298902 -0.58264742346910336 1.5292240838000648 -0.9906283282350612 -0.88540394959626367 -0.23329268323747737 1.3083956556320191 -1.0253844735561273 -0.03812781873871298 -0.017477889100419478 -0.22733015019318153 0.73694686889648442 -0.42982929026639022 -0.30566357423211926 0.22475654574802945 0.12164842791027493 -0.84935452342033391 0.0011398836418434425 0.00071639728546142578 0.17804325171879359 leaf_weight=145 29 36 20 38 26 38 27 27 114 20 39 68 7935 232 20 54 107 130 36 20 27 20 28 leaf_count=145 29 36 20 38 26 38 27 27 114 20 39 68 7935 232 20 54 107 130 36 20 27 20 28 internal_value=0 -0.00536094 0.154971 0.693275 0.399118 0.578878 -0.0158234 -0.0127687 -0.169412 0.105972 -0.361612 0.231636 -0.0100255 0.131369 -0.0194071 -0.0722356 -0.0213122 0.432531 -0.230607 -0.325242 -0.286173 -0.201245 0.288784 internal_weight=0 9207 564 206 168 142 8643 8616 358 149 209 104 8589 527 8062 129 8042 275 170 134 81 252 48 internal_count=9236 9207 564 206 168 142 8643 8616 358 149 209 104 8589 527 8062 129 8042 275 170 134 81 252 48 cat_boundaries=0 1 2 4 5 6 cat_threshold=1561 2308 17309696 83886081 3123 19 is_linear=0 shrinkage=0.01 Tree=263 num_leaves=14 num_cat=0 split_feature=0 20 17 14 11 11 15 0 17 14 16 11 17 split_gain=376452 158344 153821 176351 256692 363259 162542 143083 115255 88591.9 43955.3 31557.7 4355.68 threshold=1374.9750000000004 370.7000000000001 40.213800000000006 460.42500000000007 460.42500000000007 360.14500000000004 362.12500000000006 210.75000000000003 582.96000000000015 715.87500000000011 83.250000000000014 765.88 206.06250000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 8 -1 10 -5 12 -6 -4 right_child=-2 -3 6 9 11 -7 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.011077138423570365 1.1358416688853297 0.7894693634033203 -0.14710732262013321 1.0920773161025275 -0.8899738149642944 1.3128623412904283 -1.1563063907623292 0.22063530034151946 0.51022109794616699 0.21880492751414959 -0.63396154649796022 -0.42735933369603651 -0.29056998397364764 leaf_weight=8617 29 25 59 21 30 21 20 275 20 26 31 29 33 leaf_count=8617 29 25 59 21 30 21 20 275 20 26 31 29 33 internal_value=0 -0.00529846 -0.00746239 -0.00195997 -0.00516045 -0.000808581 -0.311918 -0.00391104 -0.193822 0.60899 -0.3083 -0.662587 -0.198567 internal_weight=0 9207 9182 9019 8972 8913 163 8892 143 47 123 59 92 internal_count=9236 9207 9182 9019 8972 8913 163 8892 143 47 123 59 92 is_linear=0 shrinkage=0.01 Tree=264 num_leaves=15 num_cat=1 split_feature=0 20 10 1 24 0 2 3 6 4 0 4 0 7 split_gain=368961 155193 240729 150386 919871 778978 398079 249058 236541 385357 310397 214253 158494 136621 threshold=1374.9750000000004 370.7000000000001 788.58750000000009 40.213800000000006 0 210.75000000000003 67.485000000000014 56.310000000000009 119.02250000000002 42.190000000000005 232.70000000000002 1013.1050000000001 866.75000000000011 285.37500000000006 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 5 7 -7 -5 10 -10 -6 12 13 -1 right_child=-2 -3 -4 4 8 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.004867159315135111 1.1244832499273891 0.78157466316223156 -0.79137238621711736 0.20317720664448516 -0.19321938309375411 2.8304636337643583 0.88335622560410276 1.0977255951730829 -0.4458406433105469 1.3281602155168852 -1.1697299204374614 -0.92085756356899551 -0.82320980548858647 -0.36118693526731721 leaf_weight=8418 29 25 39 172 227 21 21 38 25 24 38 26 24 109 leaf_count=8418 29 25 39 172 227 21 21 38 25 24 38 26 24 109 internal_value=0 -0.00524547 -0.00738776 -0.00404363 0.153833 0.590268 1.85691 0.365048 -0.208582 0.423058 -0.333247 -0.014462 -0.011706 -0.00942197 internal_weight=0 9207 9182 9143 566 252 42 210 314 49 265 8577 8551 8527 internal_count=9236 9207 9182 9143 566 252 42 210 314 49 265 8577 8551 8527 cat_boundaries=0 1 cat_threshold=1565 is_linear=0 shrinkage=0.01 Tree=265 num_leaves=10 num_cat=2 split_feature=5 1 1 18 4 15 25 24 2 split_gain=668385 667732 501911 295125 254496 218459 212022 269405 78005.3 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 378.05000000000007 1120.4650000000004 13.037000000000001 0 1 557.67000000000019 decision_type=2 2 2 2 2 2 9 1 2 left_child=1 2 3 4 6 -5 7 -1 -8 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 leaf_value=-0.13921467227276188 1.8261870675086977 1.4855648581186929 -1.1711207761474558 0.18057604026794433 -0.97749019675784643 1.582763385772705 -0.028034901229945952 0.18130528603342608 0.56828663565895776 leaf_weight=337 20 30 37 25 27 20 7576 1101 22 leaf_count=337 20 30 37 25 27 20 7576 1101 22 internal_value=0 -0.00389695 -0.0087831 -0.00406126 -0.00807234 0.80377 -0.00517568 0.105748 -0.0262737 internal_weight=0 9175 9145 9108 9063 45 9036 1438 7598 internal_count=9195 9175 9145 9108 9063 45 9036 1438 7598 cat_boundaries=0 2 3 cat_threshold=17309952 84148225 896 is_linear=0 shrinkage=0.01 Tree=266 num_leaves=14 num_cat=0 split_feature=5 12 12 4 8 8 11 20 4 8 20 8 12 split_gain=655083 292716 429494 1.85213e+06 178833 291836 145810 142586 120333 117126 30968 17565.2 5306.3 threshold=1435.0600000000002 1206.0675000000003 308.62500000000006 62.300000000000004 515.18500000000006 1058.7500000000002 744.3325000000001 106.12500000000001 967.31750000000011 37.14500000000001 370.7000000000001 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 -9 -6 -4 right_child=-2 -3 3 -5 5 -7 -8 10 -10 -11 -12 -13 -14 leaf_value=-0.0043503589222570393 1.8079252495765687 -1.1559583694284612 -0.3543334156533946 3.1339062093651813 0.79962284781716098 -0.39845550081004272 -0.806876364376234 -0.33050931147166657 -0.63875051768620805 0.43436758474870163 -0.81625276156834192 1.2039559836614699 -0.57419469243004206 leaf_weight=8889 20 22 23 23 22 23 23 35 30 22 21 21 21 leaf_count=8889 20 22 23 23 22 23 23 35 30 22 21 21 21 internal_value=0 -0.00385752 -0.00108835 0.690204 -0.0078762 0.510762 -0.0116804 -0.00964256 -0.00648423 -0.161389 -0.512663 0.997088 -0.459267 internal_weight=0 9175 9153 89 9064 66 8998 8975 8919 66 56 43 44 internal_count=9195 9175 9153 89 9064 66 8998 8975 8919 66 56 43 44 is_linear=0 shrinkage=0.01 Tree=267 num_leaves=9 num_cat=0 split_feature=5 1 1 18 4 15 11 17 split_gain=642047 653933 490287 288153 247766 212626 181348 154788 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 378.05000000000007 1120.4650000000004 13.037000000000001 929.87500000000011 40.213800000000006 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -5 7 -1 right_child=-2 -3 -4 5 -6 -7 -8 -9 leaf_value=0.002163984359371352 1.789846127510071 1.4701725285847982 -1.1574531443940628 0.17942687950134278 -0.96446351881380443 1.5627682113647461 -0.95626725769042964 -0.33655055308864062 leaf_weight=8879 20 30 37 25 27 20 20 137 leaf_count=8879 20 30 37 25 27 20 20 137 internal_value=0 -0.00381895 -0.00865435 -0.00398751 -0.00795093 0.794245 -0.00509282 -0.00298285 internal_weight=0 9175 9145 9108 9063 45 9036 9016 internal_count=9195 9175 9145 9108 9063 45 9036 9016 is_linear=0 shrinkage=0.01 Tree=268 num_leaves=10 num_cat=2 split_feature=5 1 1 18 4 25 24 0 15 split_gain=629270 640920 480530 282418 242835 210485 922807 221100 208395 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 378.05000000000007 1120.4650000000004 0 1 1205.5225000000003 13.037000000000001 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=0.88671791767157049 1.771947576522827 1.4554707946777345 -1.1458785977879087 0.17763262119293213 -0.95481889671749542 -0.011041949990514133 -0.25454663821629114 -0.97217549959818528 1.547140495300293 leaf_weight=120 20 30 37 25 27 8741 151 24 20 leaf_count=120 20 30 37 25 27 8741 151 24 20 internal_value=0 -0.00378076 -0.0085678 -0.00394764 -0.00787142 -0.0050419 0.264382 -0.0136581 0.786303 internal_weight=0 9175 9145 9108 9063 9036 271 8765 45 internal_count=9195 9175 9145 9108 9063 9036 271 8765 45 cat_boundaries=0 1 2 cat_threshold=532480 2099 is_linear=0 shrinkage=0.01 Tree=269 num_leaves=10 num_cat=1 split_feature=5 1 1 18 4 25 17 15 2 split_gain=616743 628160 470974 276793 238006 206794 273608 204248 76478 threshold=1435.0600000000002 1236.1260000000004 802.66250000000002 378.05000000000007 1120.4650000000004 0 13.037000000000001 13.037000000000001 557.67000000000019 decision_type=2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -5 -7 right_child=-2 -3 -4 7 -6 8 -8 -9 -10 leaf_value=0.13200777745694137 1.7542280819416047 1.4409161109924316 -1.1344198269457431 0.17585629234313968 -0.94527069524482443 -0.027564676960550618 -0.6068488654723535 1.5316691131591795 0.56289001204750755 leaf_weight=1386 20 30 37 25 27 7576 52 20 22 leaf_count=1386 20 30 37 25 27 7576 52 20 22 internal_value=0 -0.00373606 -0.00847521 -0.00390122 -0.00778573 -0.00498448 0.104563 0.77844 -0.025821 internal_weight=0 9175 9145 9108 9063 9036 1438 45 7598 internal_count=9195 9175 9145 9108 9063 9036 1438 45 7598 cat_boundaries=0 2 cat_threshold=17309952 84148225 is_linear=0 shrinkage=0.01 Tree=270 num_leaves=11 num_cat=0 split_feature=5 2 10 11 11 1 14 2 0 11 split_gain=573368 355216 245793 172963 235238 763865 183915 251580 190624 51899.9 threshold=1341.6425000000002 1422.3575000000001 1064.4750000000001 874.60000000000014 283.87500000000006 107.39000000000001 39.961300000000001 438.71000000000009 114.75000000000001 362.12500000000006 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=-0.0003544276992769413 1.5544542074203491 1.2480054565097976 1.0843527905713943 -0.79795456850970237 0.35109231403895785 2.1821050806272599 -0.17109583086141661 0.49915561189838487 -1.0324355214436849 -0.19964453393762763 leaf_weight=8786 24 23 21 27 28 21 179 102 30 44 leaf_count=8786 24 23 21 27 28 21 179 102 30 44 internal_value=0 0.00680292 0.00371268 0.00125055 0.00359859 0.503983 -0.00151691 0.00537802 -0.294733 0.0145309 internal_weight=0 9261 9238 9217 9190 93 9097 8888 209 72 internal_count=9285 9261 9238 9217 9190 93 9097 8888 209 72 is_linear=0 shrinkage=0.01 Tree=271 num_leaves=22 num_cat=5 split_feature=5 2 25 24 1 1 0 26 25 24 24 0 4 0 0 26 2 18 1 26 0 split_gain=561958 348148 254982 587349 643910 541373 449153 438684 409250 1.03942e+06 442042 391465 221996 141813 61837 92642.5 48115.4 39559 38531.4 31317.1 17163.7 threshold=1341.6425000000002 1422.3575000000001 0 1 48.619320000000009 100.46247000000001 309.90000000000003 2022.5000000000002 2 3 4 143.49000000000004 721.76691000000005 360.99000000000007 228.76800000000003 2022.5000000000002 515.86500000000012 296.06250000000006 129.39000000000001 2022.5000000000002 561.34500000000014 decision_type=2 2 9 1 2 2 2 2 9 1 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -6 11 -7 9 -5 -10 12 -1 14 16 -16 17 -4 -8 -15 -21 right_child=-2 -3 13 4 5 7 18 -9 10 -11 -12 -13 -14 19 15 -17 -18 -19 -20 20 -22 leaf_value=-0.051906288808217717 1.5389097722371421 1.2355254337062005 -0.023546924580602112 1.2263559949293472 2.4276400557756426 1.5072383694771008 -0.69239411669969553 0.20261285091701309 0.25757402141690255 -0.095136704230480054 -0.25041081837018331 0.98386068026224782 -1.0524667685964832 -0.80987163634527293 0.68234678822178996 -0.097175578435262047 0.40868335210360018 0.40113793795759028 -1.190090572493417 -0.52965444564819342 -0.12488879013061524 leaf_weight=618 24 23 7278 104 20 39 35 76 390 129 290 36 23 21 31 30 26 22 28 22 20 leaf_count=618 24 23 7278 104 20 39 35 76 390 129 290 36 23 21 31 30 26 22 28 22 20 internal_value=0 0.00673489 0.00367555 0.110566 0.262023 0.909138 -0.104563 0.645051 0.169208 0.520908 0.040444 -0.030821 -0.0878078 -0.022097 -0.0180975 0.298975 -0.0207376 -0.0222671 -0.913593 -0.494563 -0.336909 internal_weight=0 9261 9238 1788 1048 135 740 115 913 233 680 677 641 7450 7387 61 7326 7300 63 63 42 internal_count=9285 9261 9238 1788 1048 135 740 115 913 233 680 677 641 7450 7387 61 7326 7300 63 63 42 cat_boundaries=0 3 4 6 7 8 cat_threshold=532864 16777217 16 2528 532480 16777217 19 1038 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 2 10 4 4 4 4 1 2 split_gain=391980 1.04631e+06 853528 280271 410588 445065 662750 367358 315038 258446 191806 145263 171891 144985 41415.5 32403.5 21501.5 21275.5 21018.7 threshold=457.74500000000006 73.46250000000002 415.60849999999999 660.10000000000002 438.04750000000007 438.71000000000009 532.72500000000014 497.97750000000002 2022.5000000000002 1013.1050000000001 1005.9575000000001 280.25000000000006 64.050000000000011 1058.7500000000002 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 13 4 5 10 -7 -6 -5 18 11 12 -1 14 -2 -13 -16 -10 -8 right_child=1 -3 -4 8 7 6 9 -9 17 -11 -12 15 -14 -15 16 -17 -18 -19 -20 leaf_value=-0.0059907404904999927 -0.3985524268377395 2.6604810876846314 1.8375428112347922 0.073320127725601203 1.7273681526917679 2.1941699652238325 -0.32996909569049704 0.14832383015576531 -0.96872279589826404 1.0634204695774958 -0.75464900353375597 -0.56569881283153189 0.2584927983905958 -0.95642639055848122 0.38170769166946417 -0.095664016723632811 -0.081989541530609139 -1.4193716764450073 0.057748540242513018 leaf_weight=8550 21 20 24 38 26 22 29 34 22 26 34 55 253 24 20 20 20 20 27 leaf_count=8550 21 20 24 38 26 22 29 34 22 26 34 55 253 24 20 20 20 20 27 internal_value=0 0.557994 0.172216 0.0028883 0.00808268 0.00259581 0.652988 0.832576 -0.586415 0.2395 -0.00499405 -0.0021231 0.00161057 -0.297994 -0.0389383 -0.440356 0.149859 -1.18332 -0.143034 internal_weight=0 129 109 9156 9076 9016 104 60 80 82 8912 8878 8803 85 61 75 40 42 56 internal_count=9285 129 109 9156 9076 9016 104 60 80 82 8912 8878 8803 85 61 75 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=546452 337423 199447 201838 392326 179898 154482 12545.3 threshold=1341.6425000000002 1422.3575000000001 736.93000000000006 503.46500000000009 362.12500000000006 378.05000000000007 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=-0.054434028465404447 1.5174774074554445 1.2163050867163616 0.9336320078891257 -0.48133329282488141 1.1279847186611545 -0.79922577313014442 0.032766373454934786 -0.7904991899217878 leaf_weight=3045 24 23 23 35 31 28 6055 21 leaf_count=3045 24 23 23 35 31 28 6055 21 internal_value=0 0.00658921 0.00357736 0.00125601 0.00491553 0.00110142 0.00356397 -0.597271 internal_weight=0 9261 9238 9215 9159 9128 9100 56 internal_count=9285 9261 9238 9215 9159 9128 9100 56 cat_boundaries=0 1 cat_threshold=480 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 2 18 26 0 split_gain=535578 330708 249188 291271 1.15176e+06 402652 447766 407933 364144 640382 236438 204338 182122 138635 60466.3 90715.7 46872.4 38384.6 30979.8 16954.9 threshold=1341.6425000000002 1422.3575000000001 0 64.050000000000011 121.23250000000002 64.050000000000011 52.547500000000007 174.37500000000003 157.58975000000007 143.49000000000004 1144.97 31.602000000000004 515.86500000000012 360.99000000000007 228.76800000000003 2022.5000000000002 515.86500000000012 296.06250000000006 2022.5000000000002 561.34500000000014 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=0.062967456431756552 1.5023028055826821 1.2041420472186546 -0.0233631754957506 2.7671883811950684 1.2849425622092352 -1.0357631091067665 -0.51335248041152948 0.65158125918844478 0.47167339324951174 1.6483295731666761 -1.0535520238876344 -0.58736711673736575 -0.40753911871659126 -0.8026853579566593 0.67492051555264387 -0.096453002929687504 0.40324532582209666 0.39497043284502897 -0.52384654391895646 -0.12155011749267577 leaf_weight=1433 24 23 7278 20 45 38 20 23 62 39 20 50 38 21 31 30 26 22 22 20 leaf_count=1433 24 23 7278 20 45 38 20 23 62 39 20 50 38 21 31 30 26 22 22 20 internal_value=0 0.00652309 0.00354136 0.109211 0.537853 0.18399 0.731621 -0.399551 0.0717631 0.561454 0.0264757 0.0410411 0.137573 -0.0219365 -0.0179822 0.295556 -0.0205929 -0.0221024 -0.48908 -0.332277 internal_weight=0 9261 9238 1788 146 126 65 61 1642 139 1503 1483 100 7450 7387 61 7326 7300 63 42 internal_count=9285 9261 9238 1788 146 126 65 61 1642 139 1503 1483 100 7450 7387 61 7326 7300 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=651602 640804 338719 203417 368846 417806 327142 869261 313719 116271 29703 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=-0.0096089717736390513 1.7987748298645019 -1.5758760807605889 1.1586635772705078 0.36739357151397284 -1.3697251191139221 1.3662059194391423 -0.16609661579132082 2.2654957862854004 -0.89719678807258607 -0.44796148880668307 -0.71110106658935546 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 -0.00817697 -0.00374362 -0.00691302 -0.01321 -0.0101915 0.345404 0.604579 -0.0135688 0.172048 -0.438599 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=638635 628052 331978 353253 347886 1.49209e+06 285459 202210 95231.6 5805.94 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=0.21770980810021101 1.7807870445251464 -1.5601173382539018 1.1470769363403321 -1.2724824862046675 -0.05449635969508778 2.8785549285195091 -0.72824526514325827 -0.018023500535385668 0.66622896497899831 -0.966314621925354 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 -0.0080952 -0.00370619 -0.00684389 -0.00379982 0.467472 -0.0118701 -0.00805722 0.0656245 -0.844377 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=1 split_feature=4 12 12 1 1 1 0 0 25 26 0 26 12 split_gain=625924 376700 506882 2.43471e+06 245019 694588 501335 399336 202756 812491 235706 162003 22496.8 threshold=1422.3575000000001 1064.4750000000001 308.62500000000006 9.775500000000001 715.87500000000011 462.80000000000007 52.910000000000004 254.41050000000004 0 2022.5000000000002 1295.4950000000001 2022.5000000000002 465.34500000000008 decision_type=2 2 2 2 2 2 2 2 9 2 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=-0.36009848816054207 1.762979175567627 -1.3458180974778673 -0.06652698176247733 3.4650925159454347 0.45210265572254471 0.40884260227805691 2.3648524136543272 -1.7139933013916016 -0.01812064319325574 1.1988170003890992 -1.104950487136841 -0.65383655133070773 -0.44681967926025395 leaf_weight=70 20 21 28 24 26 38 20 22 8825 64 20 27 35 leaf_count=70 20 21 28 24 26 38 20 22 8825 64 20 27 35 internal_value=0 -0.00801208 -0.00495806 0.754722 -0.0122114 -0.00748735 1.08333 -0.581424 -0.0145335 0.35776 -0.0205549 -0.1113 -0.277801 internal_weight=0 9220 9199 87 9112 9037 58 75 8979 134 8845 53 63 internal_count=9240 9220 9199 87 9112 9037 58 75 8979 134 8845 53 63 cat_boundaries=0 1 cat_threshold=8320 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=457177 673585 1.67627e+06 1.34296e+06 420894 239840 222388 651063 217342 209737 143758 118310 72033.2 4472.53 664.862 threshold=1206.0675000000003 323.80000000000007 2.3125000000000004 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=-0.011403234669560071 -1.4779364696003143 0.092210704554682194 3.1441962644328245 2.4742145122181287 -1.3934469778429377 -0.91655133609114015 -0.035202449743564311 2.0584288244247437 -0.83464887112379071 0.98916027523222427 0.89054978752136238 -0.88821716506372794 -0.34097033643722535 0.28543577003479004 -0.42250943458080292 leaf_weight=8816 21 23 23 22 22 29 104 20 32 21 20 22 20 25 20 leaf_count=8816 21 23 23 22 22 29 104 20 32 21 20 22 20 25 20 internal_value=0 -0.000779805 0.652875 0.218781 -0.0119577 -0.00859642 -0.005675 0.384156 -0.0120044 -0.00902552 0.114112 -0.232306 -0.0683279 0.192849 -0.38174 internal_weight=0 9219 155 132 9064 9042 9013 144 8869 8837 124 110 88 48 40 internal_count=9240 9219 155 132 9064 9042 9013 144 8869 8837 124 110 88 48 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=613043 362067 493036 2.38025e+06 243936 674853 490681 393857 198977 230907 68548.7 21896.9 threshold=1422.3575000000001 1064.4750000000001 308.62500000000006 9.775500000000001 715.87500000000011 462.80000000000007 52.910000000000004 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=0.35452689048316743 1.7447847061157229 -1.3194537108285087 -0.068136186599731446 3.4242247454325359 -0.50844001998504007 0.40059130166706292 2.3357065215110779 -1.7047747299887916 -0.017836292704255994 -1.0935469312667847 0.21405164455545361 -0.4433234751565116 leaf_weight=134 20 21 28 24 24 38 20 22 8825 20 29 35 leaf_count=134 20 21 28 24 24 38 20 22 8825 20 29 35 internal_value=0 -0.00788928 -0.00489516 0.744336 -0.0120487 -0.00733515 1.06787 -0.580001 -0.0142805 -0.0202458 -0.113114 -0.276574 internal_weight=0 9220 9199 87 9112 9037 58 75 8979 8845 53 63 internal_count=9240 9220 9199 87 9112 9037 58 75 8979 8845 53 63 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 2 10 0 split_gain=959781 394404 376470 242980 329425 367200 401858 221412 89388 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 1253.9725000000001 736.8325000000001 487.50000000000006 28.484500000000004 404.76000000000005 63.870000000000005 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=-0.0080218621680244861 2.1300545974004836 -1.3475573324412107 1.2437901099522908 0.99459292650222786 -0.45777704250812534 0.14408225348501494 1.9404785256385806 -0.52080423153147981 -1.2513633545962248 leaf_weight=8995 21 22 24 24 40 33 20 85 22 leaf_count=8995 21 22 24 24 40 33 20 85 22 internal_value=0 -0.0102134 -0.00703025 -0.0102865 -0.0129094 -0.00797774 0.821968 -0.0128221 -0.739372 internal_weight=0 9265 9243 9219 9195 9133 53 9080 62 internal_count=9286 9265 9243 9219 9195 9133 53 9080 62 is_linear=0 shrinkage=0.01 Tree=281 num_leaves=12 num_cat=0 split_feature=4 5 0 1 1 18 10 26 15 1 1 split_gain=940682 386555 368978 236688 358152 152786 168466 141984 125896 20552.1 6027.92 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 736.8325000000001 487.50000000000006 378.05000000000007 429.0200000000001 2022.5000000000002 91.800000000000026 1058.7500000000002 1374.9750000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -7 -5 -11 right_child=-2 -3 -4 9 7 8 -8 -9 -10 10 -12 leaf_value=-0.0094461338859177634 2.1087539018903461 -1.3340817338770086 1.2313522132237753 -0.83641054954528815 1.361508627319336 0.088855792681376139 -0.46755019040755286 0.32467584780284336 1.1631194108724594 -0.34815316772460941 -0.59367145061492921 leaf_weight=8976 21 22 24 25 25 24 81 28 20 20 20 leaf_count=8976 21 22 24 25 25 24 81 28 20 20 20 internal_value=0 -0.0101112 -0.00695995 -0.0101837 -0.00591397 -0.0106873 -0.0135431 0.813748 0.577157 -0.611489 -0.470912 internal_weight=0 9265 9243 9219 9154 9101 9057 53 44 65 40 internal_count=9286 9265 9243 9219 9154 9101 9057 53 44 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=921962 378863 306127 410368 512393 366703 271577 202391 957327 138566 83566.8 66642.8 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=-0.42690070714523543 2.087666516985212 -1.3207409355857156 0.98517523304108656 -0.17572777211666107 2.0129816932678222 -0.40246117721904406 1.1874025789896647 -0.02010569164340199 1.3046403919282505 0.41441992747622564 -1.3046688079833986 -0.92095018168290455 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 -0.0100101 -0.00689035 -0.0102288 -0.00443067 0.894301 0.373984 -0.0106664 0.369425 -0.0164953 -0.778526 -0.548339 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=448058 1.11326e+06 1.22168e+06 430435 303548 248592 216481 197061 151610 387814 84641.8 34763.2 22316.2 threshold=352.38000000000005 323.80000000000007 629.70000000000016 1164.4950000000001 86.350000000000023 1089.1825000000001 1295.4950000000001 817.62000000000012 736.8325000000001 487.50000000000006 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=-0.014206117262580727 -0.34326762988649562 3.7103681917190552 0.25698204585484097 -1.2304803369785178 1.0888022032238189 -1.0485583174746969 0.94087082227071128 0.89481316963831592 -0.35109589008184577 0.89654920030147467 -0.82111984395980842 0.1139076499449901 -0.76954132013320931 leaf_weight=8938 29 20 21 29 21 23 24 24 26 47 20 39 25 leaf_count=8938 29 20 21 29 21 23 24 24 26 47 20 39 25 internal_value=0 0.536894 1.94156 -0.0141143 0.0085329 -0.0102409 -0.00761196 -0.0101245 -0.0125281 -0.00944201 -0.249259 -0.0810642 -0.556216 internal_weight=0 150 41 9136 109 9107 9084 9060 9036 8985 88 68 51 internal_count=9286 150 41 9136 109 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 5 0 6 1 1 2 10 0 split_gain=900857 369486 357189 237547 306812 340034 392289 215697 87401 threshold=1422.3575000000001 1374.9750000000004 1374.9750000000004 1253.9725000000001 736.8325000000001 487.50000000000006 28.484500000000004 404.76000000000005 63.870000000000005 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=-0.0076994086947124365 2.0636773863292879 -1.3042586632208393 1.2115987563133239 0.98363912463188174 -0.43517312079668047 0.12111321449279785 1.8959941205978392 -0.51382143648932965 -1.2198896520788021 leaf_weight=8995 21 22 24 24 40 33 20 85 22 leaf_count=8995 21 22 24 24 40 33 20 85 22 internal_value=0 -0.00985071 -0.00676979 -0.00994159 -0.012535 -0.00777558 0.79088 -0.0124373 -0.713621 internal_weight=0 9265 9243 9219 9195 9133 53 9080 62 internal_count=9286 9265 9243 9219 9195 9133 53 9080 62 is_linear=0 shrinkage=0.01 Tree=285 num_leaves=13 num_cat=1 split_feature=4 1 0 5 14 11 10 25 2 1 8 0 split_gain=662921 297309 413443 270275 137977 358866 167487 144186 110333 45724.1 12951.9 12254.4 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 1211.5375000000001 460.42500000000007 74.355000000000004 404.76000000000005 0 74.355000000000004 1094.8600000000004 201.18750000000003 1335.1525000000004 decision_type=2 2 2 2 2 2 2 9 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=0.17622535929120986 1.3280339349443846 -0.59385173413488601 0.80548032240434131 -1.1736790318489074 -0.13117520276237937 1.5569647073745727 -0.41414479770660401 -0.017841433047680513 -1.073065134882927 0.020302573984319512 -0.71524782562255862 1.1432016409011114 leaf_weight=391 37 27 22 20 34 20 50 8467 32 22 20 21 leaf_count=391 37 27 22 20 34 20 50 8467 32 22 20 21 internal_value=0 -0.0132127 -0.0078114 -0.0124841 -0.0098985 0.494062 -0.0129466 -0.00909635 -0.616363 -0.318109 -0.500174 0.970414 internal_weight=0 9126 9045 9002 8982 54 8928 8858 81 49 70 43 internal_count=9163 9126 9045 9002 8982 54 8928 8858 81 49 70 43 cat_boundaries=0 2 cat_threshold=17309824 16777216 is_linear=0 shrinkage=0.01 Tree=286 num_leaves=13 num_cat=1 split_feature=4 1 0 5 14 11 10 25 2 26 1 7 split_gain=649727 291394 405214 264898 135230 351724 164155 141382 108137 70979.2 44814.2 12832.7 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 1211.5375000000001 460.42500000000007 74.355000000000004 404.76000000000005 0 74.355000000000004 2022.5000000000002 1094.8600000000004 173.80000000000004 decision_type=2 2 2 2 2 2 2 9 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=0.1745070507297492 1.3147535079234356 -0.58791323061342593 0.52501723480224616 -1.1619422214031219 -0.12986345599679386 1.5413950672149659 -0.58381074204736827 -0.017663229704114138 -1.0623344784975053 1.3395729429825494 0.020099502910267221 -0.28834987867446177 leaf_weight=391 37 27 20 20 34 20 49 8467 32 23 22 21 leaf_count=391 37 27 20 20 34 20 49 8467 32 23 22 21 internal_value=0 -0.0130789 -0.00773153 -0.0123575 -0.00979775 0.489121 -0.0128154 -0.0090036 -0.6102 0.96071 -0.314928 -0.495172 internal_weight=0 9126 9045 9002 8982 54 8928 8858 81 43 49 70 internal_count=9163 9126 9045 9002 8982 54 8928 8858 81 43 49 70 cat_boundaries=0 2 cat_threshold=17309824 16777216 is_linear=0 shrinkage=0.01 Tree=287 num_leaves=11 num_cat=2 split_feature=4 0 5 1 1 3 0 24 25 26 split_gain=638979 441790 298505 232890 147127 131974 124951 387286 118448 71747.2 threshold=1530.8125000000002 1219.7885000000003 1265.0725000000002 715.87500000000011 577.68750000000011 267.87500000000006 228.76800000000003 0 1 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 9 2 left_child=1 2 3 4 6 9 8 -8 -1 -5 right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 leaf_value=0.051768223625862135 1.7347116561163041 1.126141975627226 -1.2362361359596252 0.06037623790594248 0.82739798591250469 -1.2679124422073365 0.65793105466799306 -0.11032907034221449 -0.036690407542611728 -0.67561373368181565 leaf_weight=1938 21 34 20 26 21 20 100 161 6795 27 leaf_count=1938 21 34 20 26 21 20 100 161 6795 27 internal_value=0 -0.0116406 -0.0158879 -0.0132023 -0.00864695 -0.575754 -0.010599 0.205004 -0.0170427 -0.314562 internal_weight=0 9142 9108 9088 9015 73 8994 261 8733 53 internal_count=9163 9142 9108 9088 9015 73 8994 261 8733 53 cat_boundaries=0 1 4 cat_threshold=1051 363339904 3271557187 528 is_linear=0 shrinkage=0.01 Tree=288 num_leaves=15 num_cat=0 split_feature=4 1 0 17 14 14 2 2 2 0 26 1 18 17 split_gain=627500 282250 390784 139255 205046 160466 155761 153125 105270 74644.4 69791.6 43843.8 35944.1 34494.6 threshold=1164.6975000000002 665.43750000000011 960.86250000000007 31.602000000000004 460.42500000000007 765.88 1013.1050000000001 532.72500000000014 74.355000000000004 48.391820000000003 2022.5000000000002 1094.8600000000004 73.96250000000002 445.32528000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 11 12 -4 -3 13 -5 right_child=-2 8 10 9 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0095812113736567662 1.2920975074896941 -0.57918382536481927 0.51144681167602546 -0.19927004599276885 1.3325612816810608 0.14113035825582651 0.74811882230970594 -0.59441795010036891 -1.0466021656990052 -0.79295821886796225 1.3191591992585554 0.022209748354825108 0.084897734522819526 -0.63091024398803708 leaf_weight=8721 37 27 20 81 20 26 27 45 32 26 23 22 32 24 leaf_count=8721 37 27 20 81 20 26 27 45 32 26 23 22 32 24 internal_value=0 -0.012825 -0.00756219 -0.012105 -0.00676397 0.659144 -0.0102476 -0.0125835 -0.600501 -0.301736 0.943479 -0.30917 -0.208511 -0.297931 internal_weight=0 9126 9045 9002 8839 46 8793 8766 81 163 43 49 137 105 internal_count=9163 9126 9045 9002 8839 46 8793 8766 81 163 43 49 137 105 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=616857 329858 356680 318191 243690 242159 238099 207526 536490 172893 170065 48430.4 18198.2 6620.17 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=0.050229919797448973 1.7044437481108168 -0.18685802316665651 -1.3188014648074196 1.7202382431030274 1.1650563726425172 -0.28911521871884666 -0.021108373266337931 1.0390288980545537 1.6108566451072692 -0.37889950504302983 0.35045873783111575 -0.97674173854646229 -0.74421239829063413 -0.50603717004551607 leaf_weight=268 21 40 21 20 20 24 8459 31 24 25 125 21 30 34 leaf_count=268 21 40 21 20 20 24 8459 31 24 25 125 21 30 34 internal_value=0 -0.0114126 -0.0170565 0.627895 0.26378 -0.0140328 -0.00917375 0.253249 0.178501 -0.0192562 -0.0156976 -0.565261 -0.578161 -0.416276 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=558127 241851 291881 173169 148305 384428 694865 326074 152506 18847.9 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=0.33964751535415649 1.1897872856335763 1.0628861490885417 -0.57527402400970462 -0.8386107254028321 1.5669027729034424 1.5320780715075406 -0.31539559306679193 -1.2261573102257468 -0.012127974837171117 -0.98360164202176603 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 -0.00904141 -0.0115053 -0.00748445 -0.00519232 0.320125 0.0902722 -0.0102213 -0.00721732 -0.806068 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=12 num_cat=0 split_feature=0 10 5 5 4 10 14 2 8 5 5 split_gain=547017 237036 172452 237315 187575 153092 167035 133201 184745 99739.6 34092.5 threshold=1219.7885000000003 1183.6900000000003 385.88250000000005 323.80000000000007 1120.4650000000004 690.66750000000013 460.42500000000007 449.64000000000004 190.42000000000004 1089.1825000000001 453.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.0073619115520108984 1.1778893573467548 1.0522572980608258 -0.56304815043573797 0.81601783139365058 -0.87401202373504649 -0.80420295079549153 0.64030541181564338 -1.0493453212406325 0.65959207677841192 -1.0054710201990036 -0.11125407594149231 leaf_weight=8864 39 21 23 35 25 24 40 23 20 21 61 leaf_count=8864 39 21 23 35 25 24 40 23 20 21 61 internal_value=0 -0.00894742 -0.0113867 -0.00581156 -0.00902434 -0.00660222 -0.00445235 -0.349964 -0.221277 -0.389062 -0.23496 internal_weight=0 9157 9136 8988 8953 8928 8904 148 125 105 84 internal_count=9196 9157 9136 8988 8953 8928 8904 148 125 105 84 is_linear=0 shrinkage=0.01 Tree=292 num_leaves=11 num_cat=0 split_feature=0 10 7 10 1 4 1 4 0 6 split_gain=536131 232319 285702 166860 145702 377699 680648 315383 105444 18337.9 threshold=1219.7885000000003 1183.6900000000003 729.18750000000011 715.87500000000011 433.55000000000007 174.37500000000003 497.97750000000002 1219.7885000000003 449.26500000000004 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 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=-0.010704949008565483 1.1661105199960562 1.0417347063337055 -0.56972918891906743 -0.82314173889160158 1.5510195720672608 1.5187031321092084 -0.31192410547654709 -1.2058659422397613 0.31913305162167066 -0.97249469573681169 leaf_weight=8807 39 21 20 25 25 22 91 22 98 26 leaf_count=8807 39 21 20 25 25 22 91 22 98 26 internal_value=0 -0.00885794 -0.0112728 -0.00729474 -0.00504475 0.317405 0.0895724 -0.0100294 -0.00707506 -0.797379 internal_weight=0 9157 9136 9090 9065 138 116 8927 8905 46 internal_count=9196 9157 9136 9090 9065 138 116 8927 8905 46 is_linear=0 shrinkage=0.01 Tree=293 num_leaves=15 num_cat=0 split_feature=0 7 14 11 2 14 0 4 5 5 7 14 3 6 split_gain=525462 208319 172327 319639 149693 142625 122357 117285 137091 255676 112807 33462.9 37661.3 17950.3 threshold=1219.7885000000003 595.50000000000011 460.42500000000007 13.037000000000001 47.808000000000007 47.358000000000011 74.355000000000004 1341.6425000000002 385.88250000000005 323.80000000000007 67.800000000000011 265.62000000000006 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 7 11 8 9 -1 -10 12 -7 -3 right_child=-2 4 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14 -15 leaf_value=0.00051729978757738225 1.1544493670341296 -0.43158556709289547 -0.040760739933360705 1.5613630838394164 -1.2927145214080811 -0.17864480596716686 -0.99658005107532843 -0.74918125408036373 -0.48623123799761142 0.95762838866029476 0.32289251963297522 0.14581636508305867 -0.64751092729114346 -0.029649792671203615 leaf_weight=8713 39 25 33 20 20 93 22 21 96 28 21 24 21 20 leaf_count=8713 39 25 33 20 20 93 22 21 96 28 21 24 21 20 internal_value=0 -0.00876936 -0.00473649 0.563814 -0.572876 -0.00807017 -0.30398 -0.00273786 -0.000968235 0.00358321 -0.341004 -0.193566 -0.265015 -0.252947 internal_weight=0 9157 9092 53 65 9039 160 8879 8858 8741 117 138 114 45 internal_count=9196 9157 9092 53 65 9039 160 8879 8858 8741 117 138 114 45 is_linear=0 shrinkage=0.01 Tree=294 num_leaves=12 num_cat=0 split_feature=0 18 7 12 14 14 14 12 0 4 11 split_gain=515006 214019 317846 136851 169694 264292 180898 227717 90516 56058.9 4589.32 threshold=1219.7885000000003 736.93000000000006 729.18750000000011 541.75000000000011 460.42500000000007 715.87500000000011 47.358000000000011 308.62500000000006 74.355000000000004 10.942500000000003 42.494000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 -4 -5 right_child=-2 -3 9 10 5 -7 8 -9 -10 -11 -12 leaf_value=-0.004189936777503382 1.1429049193553436 0.99968421254839213 -0.50891506442317258 -0.44990648133414135 1.4662537884712219 -0.062786853863642772 -0.2530333824833827 0.80402244840349468 -0.97423344993591321 -1.1889436666531996 -0.64546799707980385 leaf_weight=8803 39 21 27 28 20 26 134 35 20 22 21 leaf_count=8803 39 21 27 28 20 26 134 35 20 22 21 internal_value=0 -0.00868167 -0.0109995 -0.0066682 -0.00381077 0.602013 -0.00690996 -0.000989277 -0.346696 -0.814234 -0.533719 internal_weight=0 9157 9136 9087 9038 46 8992 8838 154 49 49 internal_count=9196 9157 9136 9087 9038 46 8992 8838 154 49 49 is_linear=0 shrinkage=0.01 Tree=295 num_leaves=10 num_cat=0 split_feature=12 5 0 18 1 1 1 8 26 split_gain=599922 1.02634e+06 577246 299500 250134 395480 404634 212858 53903.8 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 736.93000000000006 736.8325000000001 438.04750000000007 497.97750000000002 1058.7500000000002 2022.5000000000002 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=0.0075078356920831556 -1.6334598666260189 2.2827114925384522 1.2448639829535233 1.1254280742009481 -0.33695117847124734 1.6329833978017172 0.140194004100302 -0.95574078228162673 -0.93641644064585361 leaf_weight=8945 22 20 38 24 30 30 46 23 30 leaf_count=8945 22 20 38 24 30 30 46 23 30 internal_value=0 0.0198544 0.0149169 0.00979658 0.00685555 0.0111249 0.729453 0.00503742 -0.636684 internal_weight=0 9186 9166 9128 9104 9044 76 8968 60 internal_count=9208 9186 9166 9128 9104 9044 76 8968 60 is_linear=0 shrinkage=0.01 Tree=296 num_leaves=10 num_cat=0 split_feature=12 5 0 18 1 1 1 8 0 split_gain=587983 1.00591e+06 565759 293540 245157 387610 396582 208622 53573.4 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 736.93000000000006 736.8325000000001 438.04750000000007 497.97750000000002 1058.7500000000002 43.440000000000005 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=0.0074327565627646322 -1.6171252874894575 2.2598843784332274 1.2324154291654887 1.1141737902661164 -0.3777741947174072 1.6166535018285115 0.13879205392754596 -0.9461833804586659 -0.98387684707641598 leaf_weight=8945 22 20 38 24 35 30 46 23 25 leaf_count=8945 22 20 38 24 35 30 46 23 25 internal_value=0 0.0196558 0.0147677 0.00969862 0.006787 0.0110137 0.722158 0.00498704 -0.630317 internal_weight=0 9186 9166 9128 9104 9044 76 8968 60 internal_count=9208 9186 9166 9128 9104 9044 76 8968 60 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=576282 985897 554500 287698 240504 231530 216308 11653.4 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 736.93000000000006 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=0.0097003000275836786 -1.6009540353038094 2.237285596847534 1.2200913067867882 1.1030320291842024 -0.97275695762634273 0.58643273591995237 -0.64340008997449682 0.92371466046287909 leaf_weight=8987 22 20 38 24 25 20 51 21 leaf_count=8987 22 20 38 24 25 20 51 21 internal_value=0 0.0194593 0.01462 0.00960163 0.00671913 0.00941622 0.00601496 0.759187 internal_weight=0 9186 9166 9128 9104 9079 9038 41 internal_count=9208 9186 9166 9128 9104 9079 9038 41 is_linear=0 shrinkage=0.01 Tree=298 num_leaves=11 num_cat=1 split_feature=12 5 0 4 25 18 0 6 6 6 split_gain=564814 966278 543465 455756 300215 323914 229380 60373.1 117495 4842.76 threshold=1206.0675000000003 1341.6425000000002 1205.5225000000003 1341.6425000000002 0 619.41500000000008 525.67500000000007 308.62500000000006 218.29500000000002 575.22000000000014 decision_type=2 2 2 2 9 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=0.12659846023982588 -1.58494449745525 2.2149127922058107 1.207890383067884 -1.4280711431665853 -0.017904328749497784 1.3292064018141139 -0.5595924129486084 -0.41821523557390483 0.50046223597093065 -0.22315057134628297 leaf_weight=1896 22 20 38 22 7039 22 50 35 44 20 leaf_count=1896 22 20 38 22 7039 22 50 35 44 20 internal_value=0 0.0192647 0.0144738 0.00950562 0.0129788 0.121989 0.108968 -0.0172228 -0.0146842 -0.347283 internal_weight=0 9186 9166 9128 9106 1968 1946 7138 7083 55 internal_count=9208 9186 9166 9128 9106 1968 1946 7138 7083 55 cat_boundaries=0 3 cat_threshold=17310080 2550136832 16 is_linear=0 shrinkage=0.01 Tree=299 num_leaves=16 num_cat=4 split_feature=12 4 25 0 2 12 4 24 0 0 1 24 1 25 26 split_gain=553575 598337 420126 806666 305667 280664 460776 266208 235626 143480 489791 136366 69928.2 40690.5 11321.6 threshold=1206.0675000000003 1530.8125000000002 0 1219.7885000000003 1120.4650000000004 308.62500000000006 38.368750000000013 1 649.85000000000014 96.632500000000022 232.70000000000002 2 378.05000000000007 3 2022.5000000000002 decision_type=2 2 9 2 2 2 2 1 2 2 2 1 2 9 2 left_child=1 2 3 4 5 7 -7 -1 9 12 11 -11 13 -4 -14 right_child=-2 -3 8 -5 -6 6 -8 -9 -10 10 -12 -13 14 -15 -16 leaf_value=0.24435800927203635 -1.5690950400179082 1.7468374519348147 0.044616132657115275 1.8373491405618603 1.31687707120722 0.047625814165387838 2.0349637308120729 -0.063536416622374553 -1.0005619510014852 0.35259662490142019 1.6845435187930153 -0.10456212409742319 -0.17953016638755798 -0.022725871385690325 -0.4659924602508545 leaf_weight=565 22 20 1030 29 22 28 20 546 24 104 21 147 22 6571 37 leaf_count=565 22 20 1030 29 22 28 20 546 24 104 21 147 22 6571 37 internal_value=0 0.019072 0.0153021 0.188088 0.149182 0.127017 0.875683 0.0946711 -0.0111986 -0.00821916 0.217482 0.0947401 -0.0162336 -0.0135717 -0.359176 internal_weight=0 9186 9166 1210 1181 1159 48 1111 7956 7932 272 251 7660 7601 59 internal_count=9208 9186 9166 1210 1181 1159 48 1111 7956 7932 272 251 7660 7601 59 cat_boundaries=0 1 2 3 6 cat_threshold=532864 335 3085 52428800 2550401090 512 is_linear=0 shrinkage=0.01 Tree=300 num_leaves=13 num_cat=1 split_feature=4 1 14 2 1 18 25 2 11 7 0 13 split_gain=358009 307562 219145 435650 357681 246236 217394 271296 164027 62214.2 32089.3 31881.6 threshold=1530.8125000000002 1318.45 47.358000000000011 1374.9750000000004 299.69250000000005 458.71125000000006 0 144.56250000000003 295.76250000000005 206.59500000000003 74.355000000000004 159.56250000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 10 -8 11 -4 right_child=-2 -3 4 -5 -6 -7 9 -9 -10 -11 -12 -13 leaf_value=0.061572125117422508 1.3455025672912597 -1.0799635424980751 -0.15791024585142205 1.4556704878807067 -1.5726215782165529 0.93363187169206552 -0.01629900160430697 0.46694579140523851 0.66522397359212238 -0.29690659770369526 -0.62513156630776145 -0.5273339724540711 leaf_weight=2277 20 26 141 21 20 29 6395 178 21 80 22 28 leaf_count=2277 20 26 141 21 20 29 6395 178 21 80 22 28 internal_value=0 0.00613017 0.00919556 0.0170352 -0.294251 0.013663 0.0106754 0.0905948 -0.17365 -0.0197355 -0.265883 -0.219117 internal_weight=0 9238 9212 8980 232 8959 8930 2455 212 6475 191 169 internal_count=9258 9238 9212 8980 232 8959 8930 2455 212 6475 191 169 cat_boundaries=0 3 cat_threshold=17310080 3238264833 536871440 is_linear=0 shrinkage=0.01 Tree=301 num_leaves=17 num_cat=2 split_feature=14 6 1 1 2 6 25 24 1 1 11 0 14 5 14 5 split_gain=252979 364999 318340 259055 384130 293831 354255 270890 199477 107643 88186.6 74551 28630.5 20276.4 18558.5 7543.06 threshold=47.358000000000011 1341.6425000000002 326.66250000000008 1318.45 1374.9750000000004 379.49000000000007 0 1 487.50000000000006 195.15000000000003 198.37500000000003 48.874000000000002 809.2700000000001 82.90000000000002 73.46250000000002 95.460000000000008 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 10 4 5 6 7 -1 -8 13 11 12 14 -7 -2 -16 right_child=2 -3 -4 -5 -6 9 8 -9 -10 -11 -12 -13 -14 -15 15 -17 leaf_value=-0.162818382363144 0.12617077493667603 1.3668141994476317 -1.4597464448755437 -1.0231636325518292 1.3680570373790604 -0.4582663480166731 -0.0082648488041882039 0.24206363618890675 0.88645701255798348 -1.1831276798248291 0.30622548548380535 -0.85488280200958255 -0.54386916203932334 -0.095618030911400212 -0.23728819480129318 -0.024895966053009033 leaf_weight=192 20 20 22 24 21 58 7613 1028 25 20 30 20 22 21 102 20 leaf_count=192 20 20 22 24 21 58 7613 1028 25 20 30 20 22 21 102 20 internal_value=0 0.0173879 -0.314273 0.0143898 0.0171634 0.0139962 0.0200512 0.177539 -0.00532935 -0.527778 -0.196514 -0.278482 -0.208189 -0.361866 -0.156182 -0.20247 internal_weight=0 9022 236 9002 8978 8957 8858 1220 7638 99 214 184 164 79 142 122 internal_count=9258 9022 236 9002 8978 8957 8858 1220 7638 99 214 184 164 79 142 122 cat_boundaries=0 2 3 cat_threshold=17310080 2164260865 2176 is_linear=0 shrinkage=0.01 Tree=302 num_leaves=9 num_cat=0 split_feature=12 4 6 1 5 17 18 6 split_gain=418221 435477 303197 414929 342349 145447 170360 79658.6 threshold=1206.0675000000003 1164.6975000000002 1253.9725000000001 1318.45 1279.9550000000002 13.037000000000001 458.71125000000006 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=0.015267004619191652 -1.3682858350060203 1.1254552700008664 1.1076601402282715 -1.3082504487037658 -1.2376128565723246 -0.18194081189868214 0.91701521782647999 -0.8065290272754172 leaf_weight=8904 22 35 25 24 22 182 21 23 leaf_count=8904 22 35 25 24 22 182 21 23 internal_value=0 0.0121252 0.00789016 0.00489384 0.0083374 0.0113397 0.0173888 -0.252017 internal_weight=0 9236 9201 9176 9152 9130 8925 205 internal_count=9258 9236 9201 9176 9152 9130 8925 205 is_linear=0 shrinkage=0.01 Tree=303 num_leaves=12 num_cat=1 split_feature=12 4 6 1 25 14 1 14 7 1 7 split_gain=409899 426811 297164 406672 157072 225198 275329 127730 57216.3 48246.3 747.937 threshold=1206.0675000000003 1164.6975000000002 1253.9725000000001 1318.45 0 47.358000000000011 68.280000000000015 465.34500000000008 216.67794000000004 258.76500000000004 328.74048000000005 decision_type=2 2 2 2 9 2 2 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=0.060891401506220716 -1.3546029815348712 1.1142007441009794 1.0965835571289062 -1.2951679476102194 -0.011683571888242801 -0.56711654668830969 0.41613350194409365 0.08095408797264099 -0.25338007705156196 -0.2775303784660671 -0.31427049197648699 leaf_weight=2216 22 35 25 24 6413 83 242 48 43 69 38 leaf_count=2216 22 35 25 24 6413 83 242 48 43 69 38 internal_value=0 0.0120039 0.00781126 0.0048449 0.00825402 0.0740495 0.0958664 -0.329656 -0.017787 -0.0145135 -0.281946 internal_weight=0 9236 9201 9176 9152 2589 2458 131 6563 6482 81 internal_count=9258 9236 9201 9176 9152 2589 2458 131 6563 6482 81 cat_boundaries=0 3 cat_threshold=17310080 3238264833 536871440 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=401742 455292 536298 266379 249338 1.5162e+06 401674 498005 274631 197891 234209 8014.56 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=0.13966305941300802 -1.3410569336062128 2.1821930417560398 0.033592969821049617 -1.1181137505457515 0.5388796192890889 2.7666035793138586 -0.1192465458313624 -2.0569775772094725 -0.48793429311116532 -0.9382969955422662 -0.0090118088433932472 -0.74264939262753449 leaf_weight=1217 22 21 26 21 37 23 36 21 30 22 7761 21 leaf_count=1217 22 21 26 21 37 23 36 21 30 22 7761 21 internal_value=0 0.0118839 0.993606 0.00686258 0.00943942 0.480511 0.0036661 -0.833147 -0.11699 0.00896592 0.0112871 -0.592817 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 2 cat_threshold=17310080 2164260865 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=719773 298078 300209 224745 273603 181972 145158 148520 50346.8 6870.65 285.432 threshold=1530.8125000000002 362.77500000000003 1265.0725000000002 967.31750000000011 541.42000000000019 87.300000000000026 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=-0.0086050824144736932 1.8903766746520996 0.18633940263227985 -1.0655281968690731 0.69424552372523718 -0.58067949749174574 1.4877549521128335 -0.81958310213955965 0.7081814588349441 -1.0388957148012907 -0.32169950580596923 0.74638383774530326 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 -0.0087387 -0.0126156 -0.00952085 -0.0128731 0.821914 -0.00828071 -0.00631023 -0.66442 -0.454348 0.720315 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 2 9 12 split_gain=289270 335568 777354 349180 294610 178351 159243 143639 948045 113187 14965.7 1524.43 threshold=362.77500000000003 465.34500000000008 308.62500000000006 548.95500000000004 58.875000000000007 87.300000000000026 541.42000000000019 0 1 492.37500000000006 788.58750000000009 700.81750000000011 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=0.50820774147788927 0.18447600624778054 -0.20809075450897219 1.4431680483431431 0.96025534011222224 -1.7363373651504517 1.4728774402255105 -0.74060451922209369 -0.024514781563189408 -0.24550937446809951 0.36831721615146945 -0.40831133986964369 -0.32630214333534241 leaf_weight=324 22 20 37 37 20 21 23 8315 326 74 33 24 leaf_count=324 22 20 37 37 20 21 23 8315 326 74 33 24 internal_value=0 -0.00840854 -0.00337182 -0.00923275 -0.729997 0.813695 -0.0131768 -0.00988325 0.132197 -0.0210245 -0.544789 -0.27257 internal_weight=0 9233 9169 9132 64 43 9095 9039 650 8389 56 44 internal_count=9276 9233 9169 9132 64 43 9095 9039 650 8389 56 44 cat_boundaries=0 2 3 cat_threshold=532608 83951617 1683 is_linear=0 shrinkage=0.01 Tree=307 num_leaves=13 num_cat=0 split_feature=4 19 0 2 9 18 2 2 10 8 2 2 split_gain=705284 286359 281263 359778 288737 174802 143973 332006 113344 13149.5 9425.6 4422.96 threshold=1530.8125000000002 362.77500000000003 1470.5550000000003 967.31750000000011 541.42000000000019 87.300000000000026 569.59500000000014 457.74500000000006 74.355000000000004 62.300000000000004 1374.9750000000004 690.66750000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -3 7 -1 9 -6 -5 -8 right_child=-2 5 -4 10 8 -7 11 -9 -10 -11 -12 -13 leaf_value=-0.010027453645750259 1.871302719116211 0.18263126546686348 -1.1417454927617854 0.77088351683183154 -0.16586342334747314 1.458148628870646 -0.65972511031410919 0.96582029151916504 -1.2036710563659667 -0.52414316994803289 1.0708362280726433 -0.46707054871779219 leaf_weight=9000 20 22 22 22 20 21 22 35 25 21 20 26 leaf_count=9000 20 22 22 22 20 21 22 35 25 21 20 26 internal_value=0 -0.00860204 -0.012402 -0.00969873 -0.0139378 0.805558 -0.00914909 -0.00624719 -0.67297 -0.349373 0.913718 -0.555371 internal_weight=0 9256 9213 9191 9149 43 9083 9035 66 41 42 48 internal_count=9276 9256 9213 9191 9149 43 9083 9035 66 41 42 48 is_linear=0 shrinkage=0.01 Tree=308 num_leaves=9 num_cat=1 split_feature=4 3 17 11 2 9 25 7 split_gain=691249 243228 274421 174130 141213 244343 176293 38949.3 threshold=1530.8125000000002 1205.5225000000003 494.36250000000007 874.60000000000014 967.31750000000011 541.42000000000019 0 52.910000000000004 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=0.17850887899928622 1.852589542388916 -0.92289460642584442 0.8781491080692837 -0.82621899678156918 0.59376411344760505 -0.46355169319524997 -0.015573305718511262 -1.0018310456275941 leaf_weight=485 20 29 35 26 39 41 8581 20 leaf_count=485 20 29 35 26 39 41 8581 20 internal_value=0 -0.00851601 -0.00564217 -0.00900734 -0.00668927 -0.00925503 -0.00501085 -0.640037 internal_weight=0 9256 9227 9192 9166 9127 9066 61 internal_count=9276 9256 9227 9192 9166 9127 9066 61 cat_boundaries=0 2 cat_threshold=532608 16842753 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=677492 279596 293220 216874 507038 234872 170806 163927 11994.8 threshold=1530.8125000000002 362.77500000000003 1265.0725000000002 1470.5550000000003 967.31750000000011 690.66750000000013 87.300000000000026 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=0.09967224530287519 1.8340636444091798 0.18029306585138496 -1.0527696904816011 -1.024197271437872 1.1309899584452312 -0.53113741683959959 1.4411484459468298 -0.02472855425151568 -0.85424661035890936 leaf_weight=1214 20 22 27 21 39 20 21 7865 27 leaf_count=1214 20 22 27 21 39 20 21 7865 27 internal_value=0 -0.00842909 -0.0121839 -0.00912535 -0.00679949 -0.0116618 0.79606 -0.00801173 -0.716753 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 2 cat_threshold=8576 83951617 is_linear=0 shrinkage=0.01 Tree=310 num_leaves=9 num_cat=1 split_feature=5 0 4 10 10 17 25 0 split_gain=498881 571722 339095 262310 173556 164737 170888 95304.2 threshold=1435.0600000000002 1205.5225000000003 1120.4650000000004 1064.4750000000001 715.87500000000011 31.602000000000004 0 48.391820000000003 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=0.18014353984942319 1.476863522063131 1.2600194305843777 -1.1216741096531904 1.0912702100927181 -0.8891021186655218 -0.20111320417722067 -0.0047975849424634343 -0.83665098684174677 leaf_weight=521 23 36 27 22 22 150 8452 28 leaf_count=521 23 36 27 22 22 150 8452 28 internal_value=0 0.00226713 -0.00264277 0.000643126 -0.00197257 0.000160184 0.00613608 -0.301085 internal_weight=0 9258 9222 9195 9173 9151 8973 178 internal_count=9281 9258 9222 9195 9173 9151 8973 178 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=488951 560343 218360 218683 156496 155462 148675 29572.2 threshold=1435.0600000000002 1205.5225000000003 802.66250000000002 1064.4750000000001 538.6450000000001 636.15000000000009 31.602000000000004 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=0.0088745231777978707 1.462094759228437 1.2474191580878364 -0.74929307008400947 1.0450816564559937 -0.76936059228305154 -0.87937625265121455 -0.28710810406359633 -0.26952675914764407 leaf_weight=8921 23 36 39 20 29 20 173 20 leaf_count=8921 23 36 39 20 29 20 173 20 internal_value=0 0.00224635 -0.00261444 0.000556685 -0.00172319 0.00130704 0.00324389 -0.565347 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=9 num_cat=0 split_feature=5 0 4 10 10 17 0 0 split_gain=479221 549192 331633 253281 167284 158531 162708 93638.3 threshold=1435.0600000000002 1205.5225000000003 1120.4650000000004 1064.4750000000001 715.87500000000011 40.213800000000006 210.75000000000003 48.391820000000003 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=-0.0015514257765577226 1.4474739096475684 1.2349449973636204 -1.1092376155985728 1.0723535875840622 -0.87286248163743452 -0.20420932165090588 0.25183548094669062 -0.85842741526090183 leaf_weight=8726 23 36 27 22 22 138 261 26 leaf_count=8726 23 36 27 22 22 138 261 26 internal_value=0 0.00222389 -0.0025883 0.000661242 -0.00190904 0.000184824 0.00580742 -0.307927 internal_weight=0 9258 9222 9195 9173 9151 8987 164 internal_count=9281 9258 9222 9195 9173 9151 8987 164 is_linear=0 shrinkage=0.01 Tree=313 num_leaves=16 num_cat=3 split_feature=5 1 5 25 24 26 3 1 26 3 1 3 24 26 26 split_gain=469685 170862 206438 174592 1.22284e+06 374165 144972 1.07406e+06 94613.8 83362.3 163269 122894 58129.8 81073.7 20731.6 threshold=1435.0600000000002 1272.8850000000002 802.66250000000002 0 1 2022.5000000000002 352.38000000000005 218.97000000000003 2022.5000000000002 136.29000000000002 336.94125000000003 123.63250000000001 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 4 5 -1 9 8 -8 11 -11 -5 14 -14 -6 right_child=-2 -3 -4 6 12 -7 7 -9 -10 10 -12 -13 13 -15 -16 leaf_value=0.5258187833325616 1.4329990117446234 0.7204761747880416 -0.73590801916624371 -0.0082076511374792362 -0.16785633251584808 1.6568764382701811 0.25992289286393389 2.4578130826950075 -0.318482102886323 -0.11767014189139426 -1.0703264956474303 0.77659633803367611 -0.11288032601096414 -0.6402994312778596 0.10442272221600568 leaf_weight=58 23 33 38 8488 58 59 52 20 62 179 20 20 55 62 54 leaf_count=58 23 33 38 8488 58 59 52 20 62 179 20 20 55 62 54 internal_value=0 0.00220165 -0.000367791 0.00267461 0.219802 1.00987 -0.0060646 0.320346 -0.0546482 -0.011095 -0.213414 -0.00636279 -0.209221 -0.361472 -0.0335807 internal_weight=0 9258 9225 9187 346 117 8841 134 114 8707 199 8508 229 117 112 internal_count=9281 9258 9225 9187 346 117 8841 134 114 8707 199 8508 229 117 112 cat_boundaries=0 1 2 3 cat_threshold=532608 531 3232 is_linear=0 shrinkage=0.01 Tree=314 num_leaves=9 num_cat=0 split_feature=5 0 5 10 11 10 1 10 split_gain=460338 536246 209549 209801 153442 150061 121385 29557.7 threshold=1435.0600000000002 1205.5225000000003 802.66250000000002 1064.4750000000001 538.6450000000001 636.15000000000009 1341.6425000000002 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=0.0049590006964384875 1.4186692140413368 1.2202850437164308 -0.73403471702184431 1.0236234245300293 -0.76376332578987916 -0.86395266962051398 -0.75619757243565144 -0.26405153369903567 leaf_weight=9073 23 36 39 20 29 20 21 20 leaf_count=9073 23 36 39 20 29 20 21 20 internal_value=0 0.00217963 -0.0025755 0.000530993 -0.0017021 0.00129842 0.00320133 -0.559799 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=18 num_cat=2 split_feature=5 6 17 25 10 10 11 3 24 2 2 0 0 19 17 3 16 split_gain=619925 383366 199934 247567 243624 794649 535706 236578 236130 273461 223138 140207 96007.9 47909.8 35468.4 45462.2 23393.8 threshold=1412.3803750000002 1144.97 40.213800000000006 0 67.800000000000011 144.05250000000004 273.11034000000006 593.34250000000009 1 589.71000000000015 20.200000000000006 173.32500000000002 569.59500000000014 211.57500000000002 619.41500000000008 48.761500000000005 115.57500000000002 decision_type=2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 -7 12 9 -1 -10 14 13 -5 15 16 -4 right_child=-2 -3 11 7 5 6 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.033495287268049387 1.7616581649780272 1.1093545766030588 -0.14853617392568028 -0.024597192592346023 2.360087459564209 -0.17252026847239291 1.4355879225554291 1.0633998856544493 0.11711010895920829 -1.1688559844277122 0.56776361968166145 -1.107214713323684 -0.56385485634659271 0.46550888800621032 0.10078182844015268 -0.74218450731039043 -0.52125743525368828 leaf_weight=594 20 31 85 7316 20 89 27 20 741 22 129 21 33 20 26 20 21 leaf_count=594 20 31 85 7316 20 89 27 20 741 22 129 21 33 20 26 20 21 internal_value=0 -0.000827083 -0.00457443 0.0018905 0.113368 0.519179 0.201781 -0.0227034 0.0769913 -0.0728611 0.181841 -0.341311 -0.0256819 -0.023261 -0.235496 -0.304886 -0.222377 internal_weight=0 9215 9184 9011 1622 136 116 7389 1486 616 870 173 7369 7336 152 126 106 internal_count=9235 9215 9184 9011 1622 136 116 7389 1486 616 870 173 7369 7336 152 126 106 cat_boundaries=0 2 3 cat_threshold=8921472 65568 2214 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=385075 612605 436735 327452 233426 177427 489910 752759 214809 194081 178666 187375 741158 139638 94342.2 73927.4 10728.4 6551.2 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=0.27126556959820958 1.6228035755737409 0.085050343611301524 1.1048442678740531 -1.1718336137135823 1.0508599190484911 0.50325670564276548 2.6316547164916995 -0.11199014854431152 -0.048628159761428834 -0.060317824687276568 -0.51747854695320128 1.4900531357381401 0.010937194879238421 -0.023472935084009473 -0.44237934970855713 -0.77804786291989414 -0.76992183208465581 -0.75408583207563928 leaf_weight=154 37 39 33 24 21 107 20 20 24 130 25 41 195 8270 20 33 20 22 leaf_count=154 37 39 33 24 21 107 20 20 24 130 25 41 195 8270 20 33 20 22 internal_value=0 0.507212 0.138668 -0.00530916 -0.00221971 -0.00466576 0.221518 1.25983 0.0802513 0.212812 -0.0133422 -0.010005 0.267902 -0.0177906 -0.264925 -0.470924 -0.606151 -0.628231 internal_weight=0 149 112 9086 9062 9041 334 40 294 237 8707 8660 236 8424 79 57 40 47 internal_count=9235 149 112 9086 9062 9041 334 40 294 237 8707 8660 236 8424 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=605255 313094 233656 232393 1.15202e+06 530668 208671 236653 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=-0.45274404532769147 1.7406720056533815 1.1907017387043346 1.0499312092009045 -0.013807808578945273 1.4568970605882547 -1.6000870968046643 -1.0289033217430115 0.34474988331186013 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 -0.000833666 -0.00368516 -0.0060975 0.402703 -0.0122691 -0.00858763 -0.00632126 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=15 num_cat=0 split_feature=5 6 17 1 3 0 4 0 0 0 0 17 3 7 split_gain=593210 371269 196927 276420 685847 276035 198588 137779 128365 116263 264899 35027.7 44593.2 10333.7 threshold=1412.3803750000002 1144.97 40.213800000000006 366.58182000000005 352.38000000000005 1205.5225000000003 1120.4650000000004 173.32500000000002 352.08500000000004 391.73750000000007 73.320000000000007 619.41500000000008 48.761500000000005 73.160000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 8 11 -1 10 -5 12 13 -4 right_child=-2 -3 7 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.0053070621189362701 1.7232652239799502 1.0917002880957818 -0.17343985732211625 0.049939638629104152 1.9705855178833007 -1.150771495274135 -0.97420487843808679 -1.0979508527119954 0.30890029166006683 -0.54504940260024304 1.3117118625640871 0.10036818577693059 -0.73587027186155329 -0.42579792737960814 leaf_weight=8673 20 31 86 99 24 21 21 21 132 21 20 26 20 20 leaf_count=8673 20 31 86 99 24 21 21 21 132 21 20 26 20 20 internal_value=0 -0.00082533 -0.00451308 0.00190306 0.408697 -0.00563782 -0.00291317 -0.338709 -0.000596628 0.140944 0.262002 -0.233813 -0.302771 -0.221055 internal_weight=0 9215 9184 9011 164 8847 8826 173 8805 140 119 152 126 106 internal_count=9235 9215 9184 9011 164 8847 8826 173 8805 140 119 152 126 106 is_linear=0 shrinkage=0.01 Tree=319 num_leaves=10 num_cat=0 split_feature=4 2 10 10 1 3 9 0 3 split_gain=408891 284784 227854 331056 289036 563097 353373 265157 135683 threshold=1422.3575000000001 1422.3575000000001 1211.5375000000001 806.46500000000003 330.61600000000004 352.38000000000005 74.355000000000004 1205.5225000000003 515.86500000000012 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 right_child=-2 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.0042416069574468702 1.3966774568103608 1.1628985041663762 1.037497286115374 -1.2905103960037232 -0.00011195099031603013 1.7801093486785888 1.3860679481143043 -1.0831302244766898 -0.40804964338030131 leaf_weight=8851 21 21 21 20 148 25 21 23 84 leaf_count=8851 21 21 21 20 148 25 21 23 84 internal_value=0 -0.000297258 -0.0029544 -0.00533659 -0.00252809 0.379348 0.172135 -0.0107982 -0.0080379 internal_weight=0 9214 9193 9172 9152 194 169 8958 8935 internal_count=9235 9214 9193 9172 9152 194 169 8958 8935 is_linear=0 shrinkage=0.01 Tree=320 num_leaves=15 num_cat=0 split_feature=0 4 10 10 10 10 10 7 7 7 2 4 10 6 split_gain=362364 424224 408299 142248 461636 439161 359732 144141 457036 227660 123041 126890 66879.2 26230.8 threshold=1165.3425000000004 1120.4650000000004 1211.5375000000001 219.79500000000002 64.050000000000011 103.13625000000002 190.53000000000003 548.95500000000004 747.7125000000002 345.49500000000006 331.12500000000006 98.25500000000001 82.90000000000002 52.547500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 12 -7 9 -9 -1 11 13 -6 -5 right_child=-2 -3 -4 10 5 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.016100998394972858 0.93988875198364252 -1.0547119621435801 1.4177089462280272 -0.25661954744559962 1.0186114615485782 -0.11132555380845682 1.3919565200805664 1.7038440597057343 -0.16375038677140286 -0.69963380429209499 -1.0502685146331787 0.52470552301406859 1.8166994054792891 -0.62663562889099123 leaf_weight=8739 40 39 20 82 21 78 20 20 38 49 20 20 21 25 leaf_count=8739 40 39 20 82 21 78 20 20 38 49 20 20 21 25 internal_value=0 -0.0139726 -0.00953816 -0.0126636 -0.00761596 0.562123 0.195467 -0.0166329 0.480248 -0.0199122 -0.321224 -0.206414 1.41766 -0.343072 internal_weight=0 9192 9153 9133 8986 140 98 8846 58 8788 147 127 42 107 internal_count=9232 9192 9153 9133 8986 140 98 8846 58 8788 147 127 42 107 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=470536 468119 299422 538409 625418 229940 210133 173321 399497 172578 149013 1775.56 threshold=1236.1260000000004 1120.4650000000004 736.8325000000001 438.04750000000007 497.97750000000002 43.440000000000005 1253.9725000000001 438.71000000000009 303.37500000000006 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=-0.016752058408807682 1.2007654586434364 -1.1600256149172783 -0.1238278393123461 1.9252782483254709 -0.48156410300213359 -1.5538341366161001 0.94230340874713403 0.096147788690060992 1.6160224201565698 -0.65180513470671897 0.65675226045691448 -1.0267754878997803 leaf_weight=8853 32 20 23 31 23 22 23 98 21 43 23 20 leaf_count=8853 32 20 23 31 23 22 23 98 21 43 23 20 internal_value=0 -0.0139519 -0.00923811 -0.00522092 0.827441 -0.822942 -0.0123149 -0.0147504 0.364361 -0.0198217 0.0875941 -1.0934 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 1 1 1 10 0 2 0 25 1 3 split_gain=461172 458804 293464 527695 612972 507680 225364 188779 476035 188078 146048 1740.23 threshold=1236.1260000000004 1120.4650000000004 736.8325000000001 438.04750000000007 497.97750000000002 1064.4750000000001 43.440000000000005 437.62500000000006 303.37500000000006 0 593.34250000000009 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 -5 7 -4 9 -9 -1 -6 -3 right_child=-2 11 6 4 10 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.14003042093194487 1.1887577807903289 -1.1484253569841385 -0.12258956318316253 1.9060254447690903 -0.47674846649169922 1.5050482975352895 -1.5382957954840228 0.080755552812056111 1.7069900395653466 -0.0034235466668615716 0.65018474578857421 -1.0165077533721925 leaf_weight=1149 32 20 23 31 23 22 22 99 22 7746 23 20 leaf_count=1149 32 20 23 31 23 22 22 99 22 7746 23 20 internal_value=0 -0.0138123 -0.00914573 -0.00516871 0.819167 -0.0121917 -0.814713 -0.0158939 0.376435 -0.0212308 0.0867181 -1.08247 internal_weight=0 9200 9160 9115 77 9038 45 9016 121 8895 46 40 internal_count=9232 9200 9160 9115 77 9038 45 9016 121 8895 46 40 cat_boundaries=0 2 cat_threshold=50332032 262176 is_linear=0 shrinkage=0.01 Tree=323 num_leaves=13 num_cat=1 split_feature=1 4 1 1 1 10 0 2 0 25 1 3 split_gain=451996 449672 287623 517196 600774 497578 220879 185024 466562 184368 143141 1705.59 threshold=1236.1260000000004 1120.4650000000004 736.8325000000001 438.04750000000007 497.97750000000002 1064.4750000000001 43.440000000000005 437.62500000000006 303.37500000000006 0 593.34250000000009 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 -5 7 -4 9 -9 -1 -6 -3 right_child=-2 11 6 4 10 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.1386421918008891 1.1768702495098113 -1.1369411118030548 -0.12136366356974064 1.8869652292805332 -0.47198097519252613 1.489997827356512 -1.5229128185185519 0.079947996043195635 1.6899201397462325 -0.0033893554313747139 0.64368290610935375 -1.0063426876068116 leaf_weight=1149 32 20 23 31 23 22 22 99 22 7746 23 20 leaf_count=1149 32 20 23 31 23 22 22 99 22 7746 23 20 internal_value=0 -0.0136758 -0.00905584 -0.0051186 0.810975 -0.0120714 -0.806565 -0.0157366 0.37267 -0.0210201 0.085851 -1.07164 internal_weight=0 9200 9160 9115 77 9038 45 9016 121 8895 46 40 internal_count=9232 9200 9160 9115 77 9038 45 9016 121 8895 46 40 cat_boundaries=0 2 cat_threshold=50332032 262176 is_linear=0 shrinkage=0.01 Tree=324 num_leaves=13 num_cat=1 split_feature=1 4 1 1 1 10 0 2 0 25 1 3 split_gain=443002 440722 281898 506905 588819 487677 216484 181343 457277 181934 140293 1671.65 threshold=1236.1260000000004 1120.4650000000004 736.8325000000001 438.04750000000007 497.97750000000002 1064.4750000000001 43.440000000000005 437.62500000000006 303.37500000000006 0 593.34250000000009 217.52000000000004 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 -5 7 -4 9 -9 -1 -6 -3 right_child=-2 11 6 4 10 -7 -8 8 -10 -11 -12 -13 leaf_value=0.2550590430180914 1.1651015311479569 -1.1255717003345489 -0.12015002468357916 1.8680955708411433 -0.46726117134094242 1.4750978695262564 -1.5076837165789172 0.079148510826958549 1.6730208973451093 -0.028167169468129385 0.63724608048148779 -0.99627924919128419 leaf_weight=223 32 20 23 31 23 22 22 99 22 8672 23 20 leaf_count=223 32 20 23 31 23 22 22 99 22 8672 23 20 internal_value=0 -0.0135406 -0.00896683 -0.00506897 0.802865 -0.0119522 -0.7985 -0.0155808 0.368943 -0.0208115 0.0849925 -1.06093 internal_weight=0 9200 9160 9115 77 9038 45 9016 121 8895 46 40 internal_count=9232 9200 9160 9115 77 9038 45 9016 121 8895 46 40 cat_boundaries=0 2 cat_threshold=8192 16842753 is_linear=0 shrinkage=0.01 Tree=325 num_leaves=14 num_cat=0 split_feature=12 4 10 1 4 5 1 1 5 17 11 1 6 split_gain=441447 541388 370660 383480 849717 366813 366749 522085 265033 149805 121533 53654.9 39007.1 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 66.112500000000011 1211.5375000000001 497.97750000000002 362.77500000000003 57.780000000000008 40.213800000000006 967.98500000000013 690.66750000000013 169.17500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 6 9 7 -5 -6 10 -1 -8 -11 right_child=-2 -3 -4 4 8 -7 11 -9 -10 12 -12 -13 -14 leaf_value=-0.0050854340486978138 -1.3565301283697286 1.6449588928222656 1.3249184762863886 -0.40518103465437888 2.1087193120759111 -1.3682090653181076 -0.065632294741543862 1.2902764865330287 0.77873839624466445 -0.24372799921667937 -0.78550588321685799 -0.56915108389773617 -0.65465630214129178 leaf_weight=8731 24 20 21 32 29 20 33 42 31 132 20 59 28 leaf_count=8731 24 20 21 32 29 20 33 42 31 132 20 59 28 internal_value=0 0.00146973 -0.00211164 -0.00515495 0.401654 -0.0154493 0.0330123 0.557106 1.42156 -0.0124131 -0.00686905 -0.388541 -0.31564 internal_weight=0 9198 9178 9157 226 8931 166 74 60 8911 8751 92 160 internal_count=9222 9198 9178 9157 226 8931 166 74 60 8911 8751 92 160 is_linear=0 shrinkage=0.01 Tree=326 num_leaves=13 num_cat=0 split_feature=12 4 1 3 1 5 0 26 0 2 1 2 split_gain=432663 530615 345395 1.30925e+06 437879 398825 314361 308834 257484 216300 186156 165520 threshold=1064.4750000000001 1530.8125000000002 293.06250000000006 492.37500000000006 736.8325000000001 1236.1260000000004 173.94850000000002 2022.5000000000002 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 6 8 10 -6 9 11 -4 -1 right_child=-2 -3 3 -5 7 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.0067415548687077831 -1.3429648304606476 1.6285092544555664 0.0085158443932581429 2.4495760613900646 0.15323700604615387 -1.4224596446156503 1.4198252731323242 -1.309659788993097 -1.0892522343722257 0.88761508235224973 1.0662578558921814 -0.91749287033081062 leaf_weight=8860 24 20 99 27 27 20 25 31 22 27 20 20 leaf_count=8860 24 20 99 27 27 20 25 31 22 27 20 20 internal_value=0 0.00145503 -0.00209052 0.381399 0.104959 -0.0119038 0.400443 -0.628656 -0.00874431 -0.00607549 0.186288 -0.0087928 internal_weight=0 9198 9178 229 202 8949 144 58 8929 8907 119 8880 internal_count=9222 9198 9178 229 202 8949 144 58 8929 8907 119 8880 is_linear=0 shrinkage=0.01 Tree=327 num_leaves=12 num_cat=0 split_feature=12 4 10 1 3 1 5 0 0 0 17 split_gain=424053 520056 362385 369026 1.49368e+06 434024 352356 304427 290197 250691 147000 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 492.37500000000006 736.8325000000001 1211.5375000000001 173.94850000000002 254.41050000000004 1205.5225000000003 40.213800000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 7 9 -5 -7 10 -1 right_child=-2 -3 -4 4 -6 8 -8 -9 -10 -11 -12 leaf_value=-0.0040747007109301608 -1.3295351959268251 1.6122242279052734 1.3100641904558454 0.19084392410213663 2.6991560474395757 -0.048963095733097622 -1.3410102556273342 1.4056270080566406 -1.494944556572515 -1.0783596177534625 -0.31089160951381584 leaf_weight=8730 24 20 21 118 25 35 20 25 23 22 159 leaf_count=8730 24 20 21 118 25 35 20 25 23 22 159 internal_value=0 0.00144048 -0.00206962 -0.00507877 0.39399 0.107278 -0.0151773 0.403219 -0.62237 -0.0122015 -0.00956282 internal_weight=0 9198 9178 9157 226 201 8931 143 58 8911 8889 internal_count=9222 9198 9178 9157 226 201 8931 143 58 8911 8889 is_linear=0 shrinkage=0.01 Tree=328 num_leaves=14 num_cat=0 split_feature=12 4 10 1 4 1 1 0 0 2 4 0 2 split_gain=415614 509707 355174 361682 816748 352727 507680 307802 209336 205105 190667 164771 160043 threshold=1064.4750000000001 1530.8125000000002 1064.4750000000001 293.06250000000006 66.112500000000011 497.97750000000002 362.77500000000003 1205.5225000000003 254.41050000000004 1013.1050000000001 309.90000000000003 173.94850000000002 715.87500000000011 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 -7 12 -6 -12 -1 right_child=-2 -3 -4 4 10 8 -8 -9 -10 -11 11 -13 -14 leaf_value=-0.012719864591350674 -1.3162398258845012 1.5961019630432127 1.2969635591052826 -0.40631081938743591 2.1871952829360963 -0.093404883377587622 1.2655922147205898 -1.1703705945222274 -1.1656843802452088 0.84248299292155682 0.34955158424377447 1.6331840205192567 -0.90827718925476075 leaf_weight=8860 24 20 21 32 20 67 42 23 25 28 20 20 20 leaf_count=8860 24 20 21 32 20 67 42 23 25 28 20 20 20 internal_value=0 0.00142608 -0.00204892 -0.00502798 0.39005 0.0286307 0.542607 -0.0150255 -0.384785 -0.0120424 1.38998 0.991368 -0.0147369 internal_weight=0 9198 9178 9157 226 166 74 8931 92 8908 60 40 8880 internal_count=9222 9198 9178 9157 226 166 74 8931 92 8908 60 40 8880 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=407343 499563 348106 354485 1.45826e+06 419305 345276 300235 295186 240353 209691 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=-0.012026709883069841 -1.3030774108568826 1.5801408653259279 1.283993908110119 0.18460957515037665 2.6638245794296269 0.1566194094551934 -1.3273217290639878 -1.2857677110548944 1.3808130554199218 -1.0558723571083761 0.87058213410554108 leaf_weight=8862 24 20 21 118 25 27 20 31 25 22 27 leaf_count=8862 24 20 21 118 25 27 20 31 25 22 27 internal_value=0 0.00141181 -0.00202843 -0.0049777 0.38615 0.102857 -0.0148752 -0.614312 0.393736 -0.0119295 -0.00934582 internal_weight=0 9198 9178 9157 226 201 8931 58 143 8911 8889 internal_count=9222 9198 9178 9157 226 201 8931 58 143 8911 8889 is_linear=0 shrinkage=0.01 Tree=330 num_leaves=16 num_cat=1 split_feature=5 11 1 1 0 1 26 4 2 25 14 11 5 3 11 split_gain=210387 207733 1.19311e+06 336186 376723 308909 390491 213097 273078 179981 125731 106929 79866.7 34432.8 3701.46 threshold=1211.5375000000001 285.37500000000006 47.808000000000007 736.8325000000001 254.41050000000004 484.01500000000004 2022.5000000000002 503.46500000000009 1013.1050000000001 0 36.329070000000009 460.42500000000007 237.07500000000002 65.050000000000011 715.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 3 10 5 -5 7 -7 8 9 -1 11 -3 13 -9 -13 right_child=-2 2 -4 4 -6 6 -8 12 -10 -11 -12 14 -14 -15 -16 leaf_value=0.17151555861901799 -0.83977231756846116 0.054110219955444336 2.006335901933558 -0.16506486026864303 -1.8339849120094665 1.5717465666362218 -0.13016395321259133 -0.52039436967749342 1.0635962661107381 -0.016076721866109721 0.5358015718460083 -0.78816886356898719 0.013868677729652041 -1.0175114831057461 -0.60041370119367332 leaf_weight=535 30 35 34 38 21 28 26 38 24 8299 20 21 21 22 21 leaf_count=535 30 35 34 38 21 28 26 38 24 8299 20 21 21 22 21 internal_value=0 -0.000974041 0.39439 -0.00669572 -0.759087 -0.00175954 0.752308 -0.00631482 -0.00164588 -0.0045399 -0.170622 -0.354109 -0.516901 -0.702671 -0.694291 internal_weight=0 9183 131 9052 59 8993 54 8939 8858 8834 97 77 81 60 42 internal_count=9213 9183 131 9052 59 8993 54 8939 8858 8834 97 77 81 60 42 cat_boundaries=0 2 cat_threshold=17309696 83886081 is_linear=0 shrinkage=0.01 Tree=331 num_leaves=15 num_cat=2 split_feature=9 1 1 0 2 4 25 24 26 12 12 0 3 26 split_gain=221621 311808 429200 405563 285003 236805 182182 996355 659744 155836 838544 184889 154920 74636.8 threshold=1219.7885000000003 736.8325000000001 484.01500000000004 583.76964000000009 28.484500000000004 1013.1050000000001 0 1 2022.5000000000002 308.62500000000006 426.87000000000006 831.91125000000011 241.87500000000003 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 5 13 -4 6 7 8 -1 11 -11 -8 -9 -3 right_child=-2 3 4 -5 -6 -7 9 12 -10 10 -12 -13 -14 -15 leaf_value=0.35094861240710246 0.99881183104081583 0.21236331433057787 0.32838876505155823 -1.8757868158817292 1.7869609555743988 -0.81591878573099774 -0.014061420476557545 -0.16174516436126496 1.9122617416381837 2.196334089279175 -0.18355088397076255 -0.68720766486191165 0.74841615867614752 -0.56836335315704345 leaf_weight=59 22 24 37 20 21 36 8493 288 50 20 57 41 20 25 leaf_count=59 22 24 37 20 21 36 8493 288 50 20 57 41 20 25 internal_value=0 -0.00606623 -0.00100051 -0.67577 0.856492 -0.00648755 -0.00325987 0.198372 0.977471 -0.0132392 0.434601 -0.0172954 -0.099416 -0.185967 internal_weight=0 9191 9122 69 58 9064 9028 417 109 8611 77 8534 308 49 internal_count=9213 9191 9122 69 58 9064 9028 417 109 8611 77 8534 308 49 cat_boundaries=0 2 3 cat_threshold=532480 67108864 19 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=253304 540486 175891 221148 180138 236818 200846 47472.9 3956.55 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=-0.0065976548711181564 0.92949056954219433 -1.5721020152352074 0.93395216369628908 -0.83065793018341072 0.92449323745000922 -0.97468888549804689 0.34040720306424532 -0.16369029521942138 -0.64892026445140005 leaf_weight=8858 29 22 20 25 21 25 170 20 23 leaf_count=8858 29 22 20 25 21 25 170 20 23 internal_value=0 -0.00657647 -0.00281729 -0.00486667 -0.000608956 -0.00275489 -6.34473e-05 -0.573021 -0.743575 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=248264 529730 172391 216748 176553 232105 196850 46528.2 3877.81 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=-0.0065316778831739043 0.92019565582275398 -1.5563809403506192 0.9246126365661621 -0.82235134000778209 0.91524838402157738 -0.96494197235107426 0.3370031219300102 -0.16205340504646301 -0.64243107795715337 leaf_weight=8858 29 22 20 25 21 25 170 20 23 leaf_count=8858 29 22 20 25 21 25 170 20 23 internal_value=0 -0.0065107 -0.00278912 -0.004818 -0.000602866 -0.00272734 -6.28126e-05 -0.567291 -0.73614 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=14 num_cat=1 split_feature=6 5 1 1 25 0 10 26 4 2 0 4 1 split_gain=243323 519189 182749 483010 222773 600292 346513 214959 189601 156945 135908 22823.6 0.174332 threshold=1253.9725000000001 1279.9550000000002 736.8325000000001 484.01500000000004 0 453.00000000000006 96.07050000000001 2022.5000000000002 593.34250000000009 438.71000000000009 254.41050000000004 1205.5225000000003 1065.8000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -5 9 -6 12 -10 -4 right_child=-2 -3 10 7 8 -7 -8 -9 11 -11 -12 -13 -14 leaf_value=0.047584366837063352 0.91099368259824565 -1.540817152370106 -0.17027705228328707 1.5464294903618949 -0.01652957111253266 1.7250074338912964 1.2210544639163547 0.3073087024688721 -0.44540143289873679 0.4079675076224587 -1.1095116518020631 -0.87237696783883234 -0.16895670509338381 leaf_weight=370 29 22 20 28 8479 25 27 28 31 88 25 21 20 leaf_count=370 29 22 20 28 8479 25 27 28 31 88 25 21 20 internal_value=0 -0.0064456 -0.00276123 0.00101397 -0.00472078 0.216898 0.127392 0.926869 -0.0158049 -0.0121691 -0.531115 -0.617834 -0.169617 internal_weight=0 9184 9162 9097 9041 422 397 56 8619 8567 65 52 40 internal_count=9213 9184 9162 9097 9041 422 397 56 8619 8567 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 2 18 17 25 24 25 7 10 split_gain=478851 409976 214355 213282 173967 155212 306530 103992 88284.9 37316.8 threshold=1435.0600000000002 1374.9750000000004 1374.9750000000004 736.93000000000006 31.602000000000004 0 1 2 231.90000000000003 85.544000000000025 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=-0.10175674964870447 1.4391026297859524 -1.2844469818115234 1.0320216960906983 0.95738387615784359 -0.17356703234537868 -0.31747240017621947 0.17339023695039366 -0.01673870124796353 -0.94501704978942869 -0.61029680770376449 leaf_weight=601 23 25 20 23 131 107 1206 7032 20 23 leaf_count=601 23 25 20 23 131 107 1206 7032 20 23 internal_value=0 -0.00560235 -0.0021132 -0.00437533 -0.00680082 -0.000709708 0.0818212 -0.0216839 -0.319968 -0.238793 internal_weight=0 9188 9163 9143 9120 8946 1807 7139 174 154 internal_count=9211 9188 9163 9143 9120 8946 1807 7139 174 154 cat_boundaries=0 3 4 6 cat_threshold=524672 2164260897 528 417 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 0 1 1 25 24 18 9 1 7 7 1 26 split_gain=377258 497603 1.22964e+06 1.08546e+06 202428 580333 585239 459688 450808 451472 275371 262841 186827 183775 165438 106971 557944 124734 84255.2 81797.5 55039.1 29956.2 29416.1 18065.7 threshold=1064.4750000000001 323.80000000000007 2.3125000000000004 288.59250000000003 66.112500000000011 484.01500000000004 449.26500000000004 0 190.42000000000004 99.902500000000018 303.37500000000006 1 244.35500000000002 422.52500000000009 129.39000000000001 2 3 458.71125000000006 48.386500000000005 723.37500000000011 648.00000000000011 441.88278000000008 487.50000000000006 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 12 23 -9 15 -12 16 -13 -17 20 22 21 -3 -15 -1 right_child=-2 2 -4 -5 5 6 -8 10 -10 -11 14 13 -14 19 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 leaf_value=-0.41673457897626437 -1.2541006342569987 -0.27247049598693851 2.5918318492889405 2.3247918338775633 1.6111135615002024 2.4345459506728431 0.10065825235275995 -0.11709716991944748 1.6733309667587282 0.098736372292041782 -0.4358465766575601 0.70320964560301402 0.84205989003181458 -0.42069645595550542 -1.4639336161613465 -0.017293754948345411 -0.26353688538074493 0.67645885060612965 0.35497317032380538 -0.1064236679874562 -0.028850441277027131 -0.73772058025483167 -0.90957894086837765 -0.68162055426952894 leaf_weight=52 24 25 25 20 22 22 21 132 25 192 72 105 24 20 20 8057 118 26 22 37 36 31 32 51 leaf_count=52 24 25 25 20 22 22 21 132 25 192 72 105 24 20 20 8057 118 26 22 37 36 31 32 51 internal_value=0 0.00129323 0.555857 0.176011 -0.00847369 0.181136 1.29474 0.0828093 0.386487 0.254214 -0.216694 -0.0202992 0.0304655 -0.0138096 -0.659344 -0.00898284 0.202302 -0.0150436 -0.200968 -0.465822 -0.33391 -0.53002 -0.721547 -0.499406 internal_weight=0 9187 159 134 9028 530 43 487 239 214 248 8498 156 8395 92 8306 223 8083 114 89 92 56 52 103 internal_count=9211 9187 159 134 9028 530 43 487 239 214 248 8498 156 8395 92 8306 223 8083 114 89 92 56 52 103 cat_boundaries=0 1 3 5 6 cat_threshold=1055 8192 65536 16777344 2164260865 1652 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 1 11 7 14 9 1 7 split_gain=369753 487692 2.88068e+06 366553 303685 205604 140144 196152 671122 159789 136670 110055 97612.3 61079.7 45161.5 27505.3 14426 10432.2 10418 threshold=1064.4750000000001 323.80000000000007 540.74500000000012 115.57500000000002 1120.4650000000004 31.849500000000003 42.904000000000003 0 1 480.02500000000003 515.18500000000006 2022.5000000000002 177.05000000000004 93.660000000000011 431.62500000000006 460.42500000000007 744.3325000000001 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=0.66997927800814316 -1.2415596535553535 -0.042315644454956051 4.0987733039855963 1.2570129058474586 -0.93806554603576664 0.58941645163076894 -0.20910937825118314 -0.0066406807435011317 -0.20674286853522061 -0.79199143981933595 0.5521362540938638 1.3374081348237536 -0.89211870410225613 0.23389841901844946 -0.67488520283852849 -0.57735088984171545 -0.43764760123358837 0.038840150833129881 -0.42314668771198821 leaf_weight=60 24 25 20 21 35 27 131 8446 128 20 44 42 22 29 31 24 27 20 35 leaf_count=60 24 25 20 21 35 27 131 8446 128 20 44 42 22 29 31 24 27 20 35 internal_value=0 0.00128508 0.550299 0.039727 -0.00838408 -0.176909 -0.00476584 0.00127849 0.27186 -0.0069556 -0.00374478 0.860446 -0.262589 -0.187319 -0.40428 -0.266127 -0.588432 -0.162571 -0.541388 internal_weight=0 9187 159 139 9028 118 8993 8787 250 8537 8490 102 206 184 91 155 47 148 66 internal_count=9211 9187 159 139 9028 118 8993 8787 250 8537 8490 102 206 184 91 155 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 2 18 17 15 10 10 1 16 split_gain=460712 397137 206246 204999 172392 119872 102870 711586 137376 45231.9 threshold=1435.0600000000002 1374.9750000000004 1374.9750000000004 736.93000000000006 31.602000000000004 173.80000000000004 73.160000000000011 103.13625000000002 366.58182000000005 83.250000000000014 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=-0.011607753498349405 1.4116056599824325 -1.2641327087402343 1.0123469848632813 0.93864183342975127 -0.1095784236325518 -0.89342989651362104 1.7320132282928185 0.018978078465501803 0.30309566592969373 -0.55151075285056539 leaf_weight=8540 23 25 20 23 115 30 27 238 141 29 leaf_count=8540 23 25 20 23 115 30 27 238 141 29 internal_value=0 -0.00547218 -0.0020381 -0.00425703 -0.00663496 -0.318381 -0.000571494 0.193514 -0.00649622 -0.198579 internal_weight=0 9188 9163 9143 9120 174 8946 265 8681 144 internal_count=9211 9188 9163 9143 9120 174 8946 265 8681 144 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 1 0 0 split_gain=451544 389234 231665 790125 284755 184002 326476 755260 272468 231484 144733 114743 44624.6 threshold=1435.0600000000002 1374.9750000000004 744.3325000000001 2022.5000000000002 603.77750000000015 66.112500000000011 232.70000000000002 287.36250000000007 0 492.13750000000005 470.16250000000008 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=-0.012874551362070968 1.3974896182184633 -1.2514913772583007 0.078468688964843755 1.1460261974334716 -1.0518489674879954 0.46626479832395434 1.770777716385691 -0.33251728165534233 -0.097711798542334943 1.0102739878134295 -0.44560729059271326 -0.9798827725365048 1.7986837525801227 leaf_weight=8500 23 25 20 20 26 114 38 31 271 22 78 21 22 leaf_count=8500 23 25 20 20 26 114 38 31 271 22 78 21 22 internal_value=0 -0.00541746 -0.00201772 0.523896 -0.00682508 -0.00382413 0.192382 0.825819 0.0788567 -0.014182 -0.0168094 -0.463614 1.48789 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 6 2 3 1 6 3 9 2 split_gain=729460 519578 386701 527521 179240 178721 139298 183909 138535 117938 110471 83191.1 74238.2 69106.6 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 619.41500000000008 67.800000000000011 379.49000000000007 457.74500000000006 93.325000000000017 484.01500000000004 960.95500000000004 346.12500000000006 74.355000000000004 904.12500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 12 11 -8 13 -7 -4 right_child=1 -3 9 -5 -6 8 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0081977487448109242 0.27068791707356771 2.4245417386009582 -0.3148180495081721 1.3769678493908473 0.94787572097778328 -0.12187094208156621 -0.54121664249897006 0.77980185108800093 -1.0377937297328659 0.066413257235572454 0.1703501345316569 -1.3344022369384765 -0.77469743156433113 -0.98019376684118198 leaf_weight=8678 24 21 37 28 20 135 80 31 23 21 30 20 20 27 leaf_count=8678 24 21 37 28 20 135 80 31 23 21 30 20 20 27 internal_value=0 1.27582 -0.000500868 0.00650347 0.00224785 0.00014575 0.00647773 0.0109443 -0.313572 -0.603875 -0.347153 -0.771447 -0.206107 -0.595523 internal_weight=0 45 9150 9045 9017 8997 8819 8709 178 105 110 84 155 64 internal_count=9195 45 9150 9045 9017 8997 8819 8709 178 105 110 84 155 64 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=714944 509238 379005 517024 175673 175165 221402 416379 135778 115591 96182 81535.6 67731.4 40362.2 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 619.41500000000008 67.800000000000011 0 1 93.325000000000017 484.01500000000004 593.34250000000009 346.12500000000006 904.12500000000011 31.602000000000004 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=0.38481642259688059 0.26798103332519529 2.4002962929861886 -0.31166986671653957 1.3631981808798654 0.93839696693420405 -0.13328036513695352 -0.015099218019535975 -0.0070601673830285993 -1.0274157750606536 0.065749118895757769 0.67928634905815133 -1.3210582122802734 -0.9703918344003184 -0.5720245123356581 leaf_weight=415 24 21 37 28 20 130 7627 757 23 21 20 20 27 25 leaf_count=415 24 21 37 28 20 130 7627 757 23 21 20 20 27 25 internal_value=0 1.26306 -0.000495859 0.00643844 0.00222537 0.000144292 0.00641295 0.133783 -0.310436 -0.597836 -0.0132658 -0.763732 -0.589568 -0.204046 internal_weight=0 45 9150 9045 9017 8997 8819 1172 178 105 7647 84 64 155 internal_count=9195 45 9150 9045 9017 8997 8819 1172 178 105 7647 84 64 155 cat_boundaries=0 3 4 cat_threshold=16785792 33 512 581 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=700712 499104 371468 506732 172176 171684 217091 408285 113290 82714.2 75358.5 74859.5 29073.7 15919.3 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 619.41500000000008 67.800000000000011 0 1 484.01500000000004 174.37500000000003 523.74000000000012 1164.4950000000001 96.07050000000001 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=0.38105880564451222 0.26530124187469484 2.3762934003557481 -0.38971596937913161 1.3495661996092116 0.929012990951538 -0.2787314845380538 -0.011464077195427459 -0.0069904846978778171 0.065091619945707779 -0.8813569857857444 -0.59757567709142512 -1.2572456893053923 0.12961440181732178 -0.71444370375739197 leaf_weight=415 24 21 26 28 20 136 7625 757 21 22 22 22 20 36 leaf_count=415 24 21 26 28 20 136 7625 757 21 22 22 22 20 36 internal_value=0 1.25043 -0.000486772 0.00637823 0.0022073 0.000147048 0.00635311 0.132477 -0.591858 -0.307332 -0.0131331 -0.756095 -0.226379 -0.578268 internal_weight=0 45 9150 9045 9017 8997 8819 1172 105 178 7647 84 156 62 internal_count=9195 45 9150 9045 9017 8997 8819 1172 105 178 7647 84 156 62 cat_boundaries=0 3 4 cat_threshold=16785792 33 512 581 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=686763 364081 496645 294893 168748 168272 212865 332933 132895 94263.4 79788.3 98912.1 75981.6 72432.1 20.9086 threshold=1205.5225000000003 569.59500000000014 1144.97 1587.2775000000001 619.41500000000008 67.800000000000011 0 216.67794000000004 93.325000000000017 593.34250000000009 288.59250000000003 173.94850000000002 1120.4650000000004 74.355000000000004 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=0.1757423298992386 2.0656368983875621 -0.67896942377090452 1.3360705077648163 0.44620368957519529 0.91972288513183598 -0.11579870769712659 -0.014816678840819891 -0.5216576841432754 -1.013585486204728 0.67260806918144223 -0.017650108337402343 -0.10468017816543579 -1.4037734794616699 -0.76063527631759642 -0.66512520503997807 leaf_weight=1099 22 24 28 23 20 135 7627 73 23 20 20 20 21 20 20 leaf_count=1099 22 24 28 23 20 135 7627 73 23 20 20 20 21 20 20 internal_value=0 -0.000477817 0.00631858 1.23793 0.00218938 0.000149735 0.00629382 0.131184 -0.304258 -0.0130018 -0.585939 -0.719654 -0.908877 -0.199003 -0.672677 internal_weight=0 9150 9045 45 9017 8997 8819 1172 178 7647 105 85 65 155 44 internal_count=9195 9150 9045 45 9017 8997 8819 1172 178 7647 105 85 65 155 44 cat_boundaries=0 3 cat_threshold=16785792 33 512 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 0 2 split_gain=673096 488676 356836 486761 165390 160893 235951 193764 110703 109932 93788.6 80611 62949.7 40210.6 6959.03 threshold=1205.5225000000003 195.15000000000003 569.59500000000014 1144.97 619.41500000000008 379.49000000000007 0 175.23750000000004 484.01500000000004 199.87500000000003 593.34250000000009 256.61250000000007 51.475000000000009 14.754000000000001 866.75000000000011 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 14 -4 right_child=1 -3 8 -5 -6 9 10 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.16808056266937971 0.25076375643412274 2.3395856112525575 -0.6124881241538308 1.3227098469223295 0.91052561950683597 -0.31832703960475639 -0.015502432473629193 -0.76012319502623182 0.069323151452200749 0.31531261444091796 0.67016693711280828 -1.2965871334075929 -0.84662697203019099 -0.19747190618515015 -0.86401132410222825 leaf_weight=1014 24 21 22 28 20 67 7819 23 21 20 20 20 34 20 22 leaf_count=1014 24 21 22 28 20 67 7819 23 21 20 20 20 34 20 22 internal_value=0 1.22555 -0.000473038 0.0062554 0.00216749 0.000148238 0.0050857 0.146085 -0.58008 -0.362041 -0.0137355 -0.742431 -0.496171 -0.569257 -0.73825 internal_weight=0 45 9150 9045 9017 8997 8876 1037 105 121 7839 84 101 64 44 internal_count=9195 45 9150 9045 9017 8997 8876 1037 105 121 7839 84 101 64 44 cat_boundaries=0 3 cat_threshold=16785792 262145 512 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 3 3 2 9 2 2 12 split_gain=321304 342622 1.60835e+06 343438 286397 296882 890286 342458 228675 157476 122380 115170 84449.2 81644 77879.5 66269.7 4489.37 threshold=1206.0675000000003 308.62500000000006 14.655000000000003 1211.5375000000001 569.59500000000014 0 1 2022.5000000000002 2022.5000000000002 352.38000000000005 122.43000000000002 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 11 -8 -7 -6 16 -11 -10 -3 right_child=-2 2 -4 -5 8 9 10 -9 15 14 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.35092403576153663 -1.265286143630743 -0.52441378386124327 2.7753293098449707 -1.1083174479433469 -0.4917804889678955 -0.0086853967572716323 -0.27987586643078816 1.1344606209709531 -0.71385011800130216 0.76170398981143261 0.54073326683044431 -0.76841911649703976 0.39671054508375087 0.338265438079834 0.10163603869351474 -1.4569836473464965 -0.32890236397584283 leaf_weight=119 20 23 25 28 20 8568 199 105 30 39 20 20 23 20 33 20 24 leaf_count=119 20 23 25 28 20 8568 199 105 30 39 20 20 23 20 33 20 24 internal_value=0 0.00356025 0.610797 -0.00249632 0.000870686 0.0065114 0.256066 0.687514 -0.551252 -0.00654261 -0.195985 -0.0104547 -0.0165411 -0.196864 0.459173 -1.0111 -0.424578 internal_weight=0 9316 92 9224 9196 9103 443 224 93 8660 219 8588 43 67 72 50 47 internal_count=9336 9316 92 9224 9196 9103 443 224 93 8660 219 8588 43 67 72 50 47 cat_boundaries=0 2 3 cat_threshold=532608 16777217 1559 is_linear=0 shrinkage=0.01 Tree=346 num_leaves=12 num_cat=0 split_feature=1 2 0 26 2 3 3 26 0 20 2 split_gain=238401 267255 250347 243588 137771 172376 396459 800799 293007 112023 32510 threshold=1236.1260000000004 532.72500000000014 290.03125000000006 2022.5000000000002 437.62500000000006 1164.6975000000002 593.34250000000009 2022.5000000000002 1005.9575000000001 278.73534000000006 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 8 -8 9 -1 -5 right_child=-2 2 -4 10 -6 -7 7 -9 -10 -11 -12 leaf_value=6.1318561376396389e-05 0.80194194329751511 0.39795628828160901 -1.4780982716878257 -0.49289065361022949 0.62963448606218619 -0.90392438445772438 2.4378356494903564 -0.18208646910531179 -0.94224272410074872 0.73128277483440585 -1.0068395690917968 leaf_weight=9034 37 34 21 32 35 21 20 28 33 21 20 leaf_count=9034 37 34 21 32 35 21 20 28 33 21 20 internal_value=0 -0.0023539 -0.499242 -0.260218 0.00343015 0.00103667 0.00311681 0.909548 -0.00167068 0.00175714 -0.690563 internal_weight=0 9299 107 86 9192 9157 9136 48 9088 9055 52 internal_count=9336 9299 107 86 9192 9157 9136 48 9088 9055 52 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=314834 336485 1.57626e+06 336299 276783 440765 220630 219137 347924 82730.9 79859 64551.9 48531.5 4379.35 threshold=1206.0675000000003 308.62500000000006 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=0.0033297920419735356 -1.2524886833429336 -0.51808979366136632 2.7481218421936036 -1.0967538077490671 -0.48709011268615726 1.216504130045573 -0.70024391301472988 -0.40045901047556021 1.2919919313703263 0.39231531723685886 0.33497323799133299 -1.4336829605102539 -1.0090411487817763 -0.32498901029427851 leaf_weight=8994 20 23 25 28 20 30 30 38 21 23 20 20 20 24 leaf_count=8994 20 23 25 28 20 30 30 38 21 23 20 20 20 24 internal_value=0 0.00351598 0.60529 -0.0024861 0.000845728 0.00639095 -0.54193 0.0023897 0.00633167 -0.0167105 -0.194274 -0.99362 -0.610315 -0.419485 internal_weight=0 9316 92 9224 9196 9103 93 9073 9015 43 67 50 58 47 internal_count=9336 9316 92 9224 9196 9103 93 9073 9015 43 67 50 58 47 is_linear=0 shrinkage=0.01 Tree=348 num_leaves=16 num_cat=3 split_feature=12 1 2 25 24 26 0 2 1 1 20 6 1 24 26 split_gain=308568 416863 209170 222717 1.07583e+06 904901 457372 292866 282617 529320 273313 185579 186118 117258 51799.9 threshold=1206.0675000000003 1236.1260000000004 532.72500000000014 0 1 2022.5000000000002 1052.6300000000003 47.808000000000007 438.04750000000007 497.97750000000002 235.35000000000005 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 8 13 10 -10 -5 12 14 -6 -4 right_child=-2 -3 11 6 7 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.26561626014062911 -1.2399637778997421 1.1087374782562256 0.053261560960249463 -0.0110045472052349 0.11295320611659104 2.0659192141047065 -1.3063107003106011 1.1014383993148804 1.9101922789486971 0.08409496520694934 1.131216940397308 0.42232742691040037 -1.3341223118040295 -0.28075453715268955 -0.5626465484831068 leaf_weight=59 20 34 22 8600 113 53 27 20 22 57 21 20 27 205 36 leaf_count=59 20 34 22 8600 113 53 27 20 22 57 21 20 27 205 36 internal_value=0 0.00348083 -0.000567734 0.00451003 0.218967 1.02594 -0.00679138 -0.0702305 -0.0027662 0.592628 -0.0082222 -0.444365 -0.648292 -0.146129 -0.329026 internal_weight=0 9316 9282 9177 450 112 8727 338 8700 79 8621 105 85 318 58 internal_count=9336 9316 9282 9177 450 112 8727 338 8700 79 8621 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=302427 329263 1.48143e+06 330019 267892 436060 215742 215112 339484 135645 81206.8 62961.8 22373 threshold=1206.0675000000003 308.62500000000006 2.9625000000000008 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=0.0032234190593475476 -1.2275641453266144 0.32511018006697945 2.4229634958902997 -1.0864957041399819 -0.47983696174621587 1.2099009068806965 -0.69009841283162432 -0.87549212837219248 1.2761595862252373 -0.64317150788429456 0.39143035225246264 -1.4144473266601563 -0.46228376432469021 leaf_weight=8994 20 23 30 28 20 30 30 20 21 39 23 20 38 leaf_count=8994 20 23 30 28 20 30 30 20 21 39 23 20 38 internal_value=0 0.00344422 0.598726 -0.00249311 0.000807465 0.0062629 -0.53318 0.00228305 0.00618866 -0.28397 -0.0138103 -0.979838 -0.604769 internal_weight=0 9316 92 9224 9196 9103 93 9073 9015 62 43 50 58 internal_count=9336 9316 92 9224 9196 9103 93 9073 9015 62 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 26 1 25 5 1 3 split_gain=597336 316016 694603 259143 186505 975425 779865 270276 154889 486452 196577 48677.4 threshold=1374.9750000000004 1120.4650000000004 1341.6425000000002 1205.5225000000003 210.75000000000003 0 2022.5000000000002 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=-0.41483467245523914 1.5995087001634682 -1.2498134918212891 1.8064178194318499 -1.1514042453765869 1.9738228712690638 -0.10807700362079632 0.31319429746815858 -1.3142707247961136 -0.0092740282202302508 1.0825381636619569 -0.644468638483359 -0.55212191772460939 leaf_weight=226 23 20 21 20 47 161 71 21 8570 24 49 20 leaf_count=226 23 20 21 20 47 161 71 21 8570 24 49 20 internal_value=0 -0.0140492 -0.0101972 -0.0143488 -0.0118685 0.233355 0.898488 -0.234375 -0.0201634 -0.26066 -0.0128702 -0.900968 internal_weight=0 9250 9210 9189 9169 300 118 182 8869 250 8619 40 internal_count=9273 9250 9210 9189 9169 300 118 182 8869 250 8619 40 cat_boundaries=0 1 2 cat_threshold=1053 524416 is_linear=0 shrinkage=0.01 Tree=351 num_leaves=10 num_cat=0 split_feature=0 7 5 0 4 12 8 10 0 split_gain=585449 351381 650485 187814 236742 112080 101158 25898.2 1478.4 threshold=1374.9750000000004 1158.4775000000002 1318.45 806.46500000000003 1295.4950000000001 541.75000000000011 1058.7500000000002 14.976000000000001 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=-0.01063462682195856 1.5835136778458307 -1.0944046759208044 1.7910977644920347 0.57652966678142548 -1.0780234865915208 -0.30154593437910082 -0.64761991500854499 -0.76026437902450572 0.69142107645670581 leaf_weight=9057 23 30 20 24 21 32 25 20 21 leaf_count=9057 23 30 20 24 21 32 25 20 21 internal_value=0 -0.0139087 -0.010393 -0.0143092 -0.017477 -0.0150387 -0.0123881 -0.477976 0.630146 internal_weight=0 9250 9220 9200 9155 9134 9082 52 45 internal_count=9273 9250 9220 9200 9155 9134 9082 52 45 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=573798 344389 637540 184076 232031 151925 202828 144380 1448.98 threshold=1374.9750000000004 1158.4775000000002 1318.45 806.46500000000003 1295.4950000000001 65.235000000000014 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=-0.01252030234381998 1.5676784979778788 -1.0834606519540151 1.7731867908239367 0.57076438466707868 -1.0672432222820465 -0.20802681786800498 0.75022248840332029 -1.118876323223114 0.68450691586449042 leaf_weight=8945 23 30 20 24 21 134 35 20 21 leaf_count=8945 23 30 20 24 21 134 35 20 21 internal_value=0 -0.0137696 -0.010289 -0.0141661 -0.0173022 -0.0148883 -0.00954747 -0.326319 0.623844 internal_weight=0 9250 9220 9200 9155 9134 8980 154 45 internal_count=9273 9250 9220 9200 9155 9134 8980 154 45 is_linear=0 shrinkage=0.01 Tree=353 num_leaves=16 num_cat=2 split_feature=0 7 4 0 24 1 0 1 1 0 25 7 0 0 1 split_gain=562380 337535 389361 144157 871347 658635 260295 214572 163737 149308 141332 293803 148490 68250.4 6891.05 threshold=1374.9750000000004 1158.4775000000002 1374.9750000000004 210.75000000000003 0 68.280000000000015 336.94125000000003 218.97000000000003 660.10000000000002 352.08500000000004 1 44.590000000000011 184.44910000000004 309.90000000000003 890.22500000000014 decision_type=2 2 2 2 1 2 2 2 2 2 9 2 2 2 2 left_child=1 2 3 8 7 9 -7 13 10 -6 11 -1 -12 -5 -10 right_child=-2 -3 -4 4 5 6 -8 -9 14 -11 12 -13 -14 -15 -16 leaf_value=-0.37512956351716059 1.5520016877547553 -1.0726260447502136 1.3835790996551516 0.072258952747691757 -0.12487980206807456 2.4506985635757448 1.0278421439064875 -1.3369955165863039 -0.71684852424263956 0.53864633755806168 -0.0078489775777461791 0.76861636962890634 -0.71261821810404458 -0.50106058687503852 -0.48291894495487214 leaf_weight=221 23 30 20 33 60 20 36 25 20 78 8562 25 30 56 34 leaf_count=221 23 30 20 33 60 20 36 25 20 78 8562 25 30 56 34 internal_value=0 -0.0136319 -0.0101861 -0.0132161 0.199475 0.590872 1.53601 -0.476611 -0.0205832 0.250157 -0.017229 -0.248782 -0.0102978 -0.288481 -0.56956 internal_weight=0 9250 9220 9200 308 194 56 114 8892 138 8838 246 8592 89 54 internal_count=9273 9250 9220 9200 308 194 56 114 8892 138 8838 246 8592 89 54 cat_boundaries=0 1 2 cat_threshold=2752 524416 is_linear=0 shrinkage=0.01 Tree=354 num_leaves=13 num_cat=1 split_feature=0 7 4 0 0 2 2 1 25 7 0 1 split_gain=551188 330818 381613 141288 340013 209796 164379 160478 138520 287956 145535 6753.92 threshold=1374.9750000000004 1158.4775000000002 1374.9750000000004 210.75000000000003 232.70000000000002 326.66250000000008 9.775500000000001 660.10000000000002 0 44.590000000000011 184.44910000000004 890.22500000000014 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 7 -5 6 -6 8 9 -1 -10 -9 right_child=-2 -3 -4 4 5 -7 -8 11 10 -11 -12 -13 leaf_value=-0.37137826872087715 1.5364816682235054 -1.0618997755050661 1.3697434272766114 1.2917139662229098 0.11010489728928793 0.79846280948535819 -0.5708158300089281 -0.70968005450069915 -0.0077704877237367515 0.76093021087646495 -0.70549203824996953 -0.47808975296861989 leaf_weight=221 23 30 20 26 202 37 43 20 8562 25 30 34 leaf_count=221 23 30 20 26 202 37 43 20 8562 25 30 34 internal_value=0 -0.0134956 -0.0100843 -0.0130839 0.19748 0.096593 -0.00940364 -0.0203774 -0.0170567 -0.246294 -0.0101948 -0.563864 internal_weight=0 9250 9220 9200 308 282 245 8892 8838 246 8592 54 internal_count=9273 9250 9220 9200 308 282 245 8892 8838 246 8592 54 cat_boundaries=0 1 cat_threshold=524416 is_linear=0 shrinkage=0.01 Tree=355 num_leaves=14 num_cat=1 split_feature=5 2 4 11 6 4 14 25 5 26 1 8 10 split_gain=667622 265424 214263 219743 738258 493626 226796 233625 191304 184323 117846 27813.3 26814 threshold=1412.3803750000002 1422.3575000000001 1120.4650000000004 283.87500000000006 256.61250000000007 73.320000000000007 67.800000000000011 0 252.82950000000002 2022.5000000000002 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 9 -9 -1 12 -5 -8 right_child=-2 -3 -4 4 -6 -7 10 8 -10 -11 -12 -13 -14 leaf_value=0.09594357008221506 1.8235131635665895 1.1452501106262207 -0.85173876078923538 -0.46390908185640978 1.9469934326171876 1.2074811133631955 -0.20118829696736437 -0.0043337929436042307 -0.34810079460433035 0.79981814512839688 -0.95269801803997578 -0.033302563667297364 -0.59245183372497556 leaf_weight=87 20 20 30 60 25 27 141 8563 165 65 28 20 20 leaf_count=87 20 20 30 60 25 27 141 8563 165 65 28 20 20 internal_value=0 -0.00551018 -0.00800343 -0.00525242 0.39982 0.0383308 -0.0111483 -0.00385266 -0.0108202 0.37244 -0.353927 -0.356257 -0.249792 internal_weight=0 9251 9231 9201 132 107 9069 8880 8728 152 189 80 161 internal_count=9271 9251 9231 9201 132 107 9069 8880 8728 152 189 80 161 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=550773 269052 377268 1.25553e+06 252223 183898 166859 285363 150651 121778 76517.8 47272.5 140195 9893.16 threshold=1422.3575000000001 802.66250000000002 378.05000000000007 352.38000000000005 1211.5375000000001 715.87500000000011 0 2022.5000000000002 492.13750000000005 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=-0.056268955043384007 1.6561375923156738 -1.0484233780860901 0.28065470654031505 2.845801898956299 1.0872094817388627 -0.94469593479519798 -0.014627357563219675 1.0198955068805002 0.81390780253843831 0.76470644133431576 -0.25708868288993836 0.23582588195800783 -0.80341609954833981 -0.53627694736827503 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 -0.00513265 -0.000191933 0.566481 -0.00744895 -0.0099927 -0.0078156 0.379312 -0.0125689 0.0916228 -0.593784 -0.0968406 -0.26381 -0.375207 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=650466 259158 190090 323377 249244 285871 172087 304331 162751 136401 3438.6 threshold=1412.3803750000002 1422.3575000000001 0 2022.5000000000002 802.66250000000002 736.93000000000006 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=-0.07594355320108348 1.799942265510559 1.1316674270629883 -0.0098065399810828343 1.0274604693237617 -0.14996634381158011 1.1300081656195902 1.4906904531660536 0.042689271480479143 -1.2595192165374756 -0.30263252700092613 -0.33093199843452092 leaf_weight=58 20 20 8805 49 21 22 21 47 25 162 21 leaf_count=58 20 20 8805 49 21 22 21 47 25 162 21 internal_value=0 -0.00542802 -0.00789167 0.392657 -0.0130051 -0.00852401 -0.0112963 0.489866 -0.620699 -0.0150968 -0.240449 internal_weight=0 9251 9231 107 9124 9057 9035 68 67 8967 42 internal_count=9271 9251 9231 107 9124 9057 9035 68 67 8967 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 19 2 2 1 0 26 split_gain=637522 254000 186307 316942 244284 316154 187089 461693 211252 159512 3370.17 threshold=1412.3803750000002 1422.3575000000001 0 2022.5000000000002 802.66250000000002 492.13750000000005 569.59500000000014 437.62500000000006 74.355000000000004 254.41050000000004 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -4 -8 10 -6 right_child=-2 -3 4 -5 9 -7 8 -9 -10 -11 -12 leaf_value=-0.075184122200669917 1.7819428834915161 1.1203507385253906 -0.012403426998889716 1.0171858827435241 -0.14846668952987307 1.0926909771332374 -0.14749509187845083 1.026290897990382 -1.2817225400606791 -1.2469240190505981 -0.32762267674718587 leaf_weight=58 20 20 8912 49 21 26 52 43 24 25 21 leaf_count=58 20 20 8912 49 21 26 52 43 24 25 21 internal_value=0 -0.00537374 -0.00781275 0.38873 -0.0128751 -0.00843877 -0.0116089 -0.00741584 -0.505672 -0.614492 -0.238045 internal_weight=0 9251 9231 107 9124 9057 9031 8955 76 67 42 internal_count=9271 9251 9231 107 9124 9057 9031 8955 76 67 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=535972 256703 365073 1.22347e+06 245669 181179 142271 120126 113183 73066.6 47150.4 135990 9917.8 threshold=1422.3575000000001 802.66250000000002 378.05000000000007 352.38000000000005 1211.5375000000001 715.87500000000011 492.13750000000005 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=-0.0063257282982792954 1.6337576217651366 -1.0242901448369026 0.27829784393310547 2.8072538795471189 1.0729911132085892 -0.93762945765540706 0.79548660755157474 0.75697615169343491 -0.38650908023496217 -0.24816535300016404 0.22662228760895908 -0.79691439514160156 -0.52770117499611591 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 -0.00503816 -0.000212167 0.557227 -0.00735094 -0.00986141 -0.00770046 0.0884718 -0.00966512 -0.580021 -0.0987094 -0.265463 -0.366431 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=492121 420718 187264 274296 439982 316944 254115 257446 571850 133492 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=-0.01110357896669166 1.1803468780517579 1.4411213674545289 -0.70229894109261337 1.5847956098828997 -0.59869083851575855 0.94029109706049385 -1.1390784111022949 -0.34523234912327361 1.675817791393825 -0.41162602969578338 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 -0.00767895 -0.0108333 -0.00788512 0.564372 0.0448834 -0.0131253 -0.0106354 0.665293 -0.0148468 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=482328 412346 258383 205979 132009 152788 129377 10080 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=-0.34205917425453664 1.1685433777400425 1.4267102823257447 -1.0931561235948042 0.0015327350370917484 0.80918334197998054 -0.74169640609196252 -0.42703663990531171 -0.5224757506052653 leaf_weight=64 35 20 22 8921 20 28 71 60 leaf_count=64 35 20 22 8921 20 28 71 60 internal_value=0 -0.00760216 -0.010725 -0.00812639 -0.00234585 -0.00414785 -0.00185121 -0.397316 internal_weight=0 9206 9186 9164 9040 9020 8992 124 internal_count=9241 9206 9186 9164 9040 9020 8992 124 cat_boundaries=0 3 cat_threshold=8192 2147483648 65536 is_linear=0 shrinkage=0.01 Tree=362 num_leaves=12 num_cat=1 split_feature=1 5 4 25 17 14 11 14 14 4 26 split_gain=472729 404141 253242 199411 113353 150668 231994 122606 104934 87663.6 7552.33 threshold=1236.1260000000004 1412.3803750000002 1341.6425000000002 0 40.213800000000006 460.42500000000007 451.12500000000006 852.81250000000011 218.29500000000002 14.655000000000003 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 10 5 6 -5 -7 9 -6 -1 right_child=-2 -3 -4 4 8 7 -8 -9 -10 -11 -12 leaf_value=-0.33978529115823597 1.1568579374040875 1.4124431409835816 -1.0822245797243986 0.0041957751096595589 -0.28807971355043538 1.090805718795113 -0.59544084548950194 0.03396825517926897 -0.9005372621796347 0.29442723695978973 -0.49343029090336393 leaf_weight=65 35 20 22 8753 119 23 65 21 22 33 63 leaf_count=65 35 20 22 8753 119 23 65 21 22 33 63 internal_value=0 -0.00752614 -0.0106177 -0.00804513 -0.0022721 0.00268831 -0.000224318 0.586406 -0.255041 -0.161614 -0.385305 internal_weight=0 9206 9186 9164 9036 8862 8818 44 174 152 128 internal_count=9241 9206 9186 9164 9036 8862 8818 44 174 152 128 cat_boundaries=0 2 cat_threshold=8192 2149580800 is_linear=0 shrinkage=0.01 Tree=363 num_leaves=12 num_cat=1 split_feature=0 2 5 4 10 13 0 24 2 0 6 split_gain=464737 1.32953e+06 308067 224347 168951 194373 180052 360045 209996 72588.9 21629.5 threshold=1165.3425000000004 49.650000000000006 1374.9750000000004 1341.6425000000002 1183.6900000000003 283.87500000000006 66.112500000000011 0 1052.6300000000003 185.92344000000003 46.144000000000005 decision_type=2 2 2 2 2 2 2 1 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=-0.013451250658141472 -0.52672358703613287 2.9324362258911134 1.201762063616798 -1.0194355193051425 0.90971156311035162 -0.21869108987232996 0.43394394975198081 -0.10009877273642209 -0.91353276761678548 -0.98167963218688969 -0.58927209127516977 leaf_weight=8509 25 20 21 22 20 63 253 241 26 20 21 leaf_count=8509 25 20 21 22 20 63 253 241 26 20 21 internal_value=0 1.01068 -0.0080457 -0.0108147 -0.00839044 -0.010401 -0.00544978 0.180167 -0.0161932 -0.440249 -0.311336 internal_weight=0 45 9196 9175 9153 9133 9029 494 8535 104 84 internal_count=9241 45 9196 9175 9153 9133 9029 494 8535 104 84 cat_boundaries=0 1 cat_threshold=95 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 3 26 3 split_gain=455486 1.30307e+06 301934 240455 129136 337764 296128 231754 187834 160325 146314 116355 108881 99975 22335.7 8274.81 threshold=1165.3425000000004 49.650000000000006 1374.9750000000004 0 66.112500000000011 1 313.88000000000005 100.46247000000001 199.87500000000003 99.902500000000018 1236.1260000000004 1052.6300000000003 199.87500000000003 415.60849999999999 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=-0.3360356602072716 -0.52145633544921877 2.9031118526458739 1.1897445306323824 -0.0060837762267864325 1.2854878341234648 0.027206432739360221 -0.37251366389891771 -0.42375725984573365 1.0593067159652712 0.44713658716088978 -0.86810613965988159 -0.66720630760546085 -1.1984866423308851 -0.33576766494781746 -0.60459770790735878 -0.13609752488136292 leaf_weight=64 25 20 21 8391 26 149 79 20 20 186 20 27 20 93 60 20 leaf_count=64 25 20 21 8391 26 149 79 20 20 186 20 27 20 93 60 20 internal_value=0 1.00057 -0.00796161 -0.010703 -0.0044606 0.148528 -0.101289 0.402263 0.149348 0.549953 -0.0137911 -0.0117836 -0.539377 -0.00969771 -0.43121 -0.279927 internal_weight=0 45 9196 9175 9051 520 268 252 169 212 8531 8511 99 8484 124 40 internal_count=9241 45 9196 9175 9051 520 268 252 169 212 8531 8511 99 8484 124 40 cat_boundaries=0 3 4 cat_threshold=8192 2147483648 65536 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=489140 359591 526175 368674 332953 178981 190861 169775 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 492.13750000000005 441.88278000000008 47.808000000000007 323.80000000000007 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=-0.0027582895459330619 1.5231911940801712 0.9660517632333856 -1.3774815695626397 -1.297528109550476 1.2002099090037139 -0.1671546348889669 -1.1614196087763859 0.63451228138946347 leaf_weight=8996 21 38 28 22 23 75 26 42 leaf_count=8996 21 38 28 22 23 75 26 42 internal_value=0 -0.00472409 -0.0087286 -0.00455557 -0.00145086 -0.00447506 -0.423104 0.000203136 internal_weight=0 9250 9212 9184 9162 9139 101 9038 internal_count=9271 9250 9212 9184 9162 9139 101 9038 is_linear=0 shrinkage=0.01 Tree=366 num_leaves=9 num_cat=0 split_feature=5 1 0 4 19 5 0 0 split_gain=479406 352436 515704 361338 326327 172208 334953 207486 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 492.13750000000005 419.52500000000009 48.874000000000002 744.3325000000001 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=-0.0023422795540293125 1.5079591673896426 0.95639124217786287 -1.3637067413330077 -1.2845528117093172 1.1882078367730846 -0.077847415710750378 -1.3927645391684311 0.90993253860473633 leaf_weight=9012 21 38 28 22 23 76 26 25 leaf_count=9012 21 38 28 22 23 76 26 25 internal_value=0 -0.00467685 -0.00864131 -0.00451001 -0.00143635 -0.00443031 -0.413022 0.000181442 internal_weight=0 9250 9212 9184 9162 9139 102 9037 internal_count=9271 9250 9212 9184 9162 9139 102 9037 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=469866 345422 505442 354147 319834 174823 186584 166916 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 492.13750000000005 441.88278000000008 47.808000000000007 323.80000000000007 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=-0.002698856256355599 1.4928796645573206 0.94682729369715646 -1.3500697054181781 -1.2717073067751798 1.1763257223108541 -0.1650586864153544 -1.1481195772611179 0.62918373610292166 leaf_weight=8996 21 38 28 22 23 75 26 42 leaf_count=8996 21 38 28 22 23 75 26 42 internal_value=0 -0.00463009 -0.0085549 -0.00446491 -0.00142198 -0.00438601 -0.418124 0.000237531 internal_weight=0 9250 9212 9184 9162 9139 101 9038 internal_count=9271 9250 9212 9184 9162 9139 101 9038 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=460515 338548 495383 347100 165901 140711 126723 16322.7 threshold=1435.0600000000002 1236.1260000000004 1265.0725000000002 1341.6425000000002 0 736.93000000000006 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=-0.29992716699276328 1.4779507986704508 0.93735902183934261 -1.3365689999716623 -1.2589902461658826 0.0053587674599316374 0.8020984359221025 -0.35085270612546715 -0.55312528230706048 leaf_weight=53 21 38 28 22 8937 22 101 49 leaf_count=53 21 38 28 22 8937 22 101 49 internal_value=0 -0.00458378 -0.00846935 -0.00442027 -0.00140776 0.00331878 0.00137809 -0.383922 internal_weight=0 9250 9212 9184 9162 9060 9038 102 internal_count=9271 9250 9212 9184 9162 9060 9038 102 cat_boundaries=0 3 cat_threshold=8192 2147483648 1048576 is_linear=0 shrinkage=0.01 Tree=369 num_leaves=9 num_cat=0 split_feature=4 3 1 0 19 7 0 6 split_gain=457990 297913 366654 493031 312896 187403 176287 37542.5 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 1205.5225000000003 492.13750000000005 729.18750000000011 744.3325000000001 44.590000000000011 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=-0.002910705709656557 1.4399083917791193 -0.99953867803017304 1.067154467701912 -1.2849970219930011 1.1639709735337807 -0.30526987349445167 0.80632477301138428 -0.85729154842240474 leaf_weight=9057 22 30 32 30 23 22 27 28 leaf_count=9057 22 30 32 30 23 22 27 28 internal_value=0 -0.0046413 -0.00140376 -0.00512574 -0.000932648 -0.00386595 -0.000505448 -0.614402 internal_weight=0 9249 9219 9187 9157 9134 9084 50 internal_count=9271 9249 9219 9187 9157 9134 9084 50 is_linear=0 shrinkage=0.01 Tree=370 num_leaves=11 num_cat=0 split_feature=0 1 3 5 4 18 15 10 7 3 split_gain=729889 919700 222838 264046 358025 129609 170426 132967 103014 17479 threshold=960.86250000000007 49.650000000000006 1013.1050000000001 1341.6425000000002 1265.0725000000002 512.76250000000016 86.350000000000023 96.07050000000001 122.98 1374.9750000000004 decision_type=2 2 2 2 2 2 2 2 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=-0.0054156962150468651 0.14596999686104911 2.7930881100609191 -0.91269863380038219 1.1446366002559663 -1.3098402976989747 0.62294203440348306 -0.23246097440379007 0.23718358336241338 -0.99969564342498785 -0.5084829864501953 leaf_weight=8628 35 21 23 20 21 33 140 232 20 20 leaf_count=8628 35 21 23 20 21 33 140 232 20 20 internal_value=0 1.13864 -0.00650728 -0.00311143 -0.00564118 -0.00261586 -0.00490449 0.000936791 -0.328365 -0.724691 internal_weight=0 56 9137 9094 9074 9053 9020 8860 160 43 internal_count=9193 56 9137 9094 9074 9053 9020 8860 160 43 is_linear=0 shrinkage=0.01 Tree=371 num_leaves=13 num_cat=1 split_feature=1 25 13 9 5 11 1 14 2 26 8 1 split_gain=227470 164801 177197 588508 206816 152025 579348 150120 174895 124085 111797 104863 threshold=1236.1260000000004 0 548.95500000000004 45.778960000000005 1204.8925000000002 283.87500000000006 96.71250000000002 67.800000000000011 437.62500000000006 2022.5000000000002 74.355000000000004 174.37500000000003 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 5 7 10 8 -3 -1 -7 -9 right_child=-2 2 3 -5 -6 6 -8 11 -10 -11 -12 -13 leaf_value=0.019074812642820588 0.82921572540745592 -0.015704818372990315 1.511989521815859 -0.65696777647191829 -0.94182108382383989 -0.24577843861920493 1.8978311409950257 -0.21458558151721957 0.40499852466583253 0.38396469484136997 0.60979289372762047 -0.95388163664124237 leaf_weight=182 33 8343 29 22 24 56 20 150 100 191 21 22 leaf_count=182 33 8343 29 22 24 56 20 150 100 191 21 22 internal_value=0 -0.00252188 -0.0113572 0.576361 -0.0148012 -0.0122475 0.38143 -0.0166801 -0.010722 0.200545 -0.0124408 -0.309147 internal_weight=0 9160 8787 51 8736 8712 97 8615 8443 373 77 172 internal_count=9193 9160 8787 51 8736 8712 97 8615 8443 373 77 172 cat_boundaries=0 2 cat_threshold=8320 83951616 is_linear=0 shrinkage=0.01 Tree=372 num_leaves=12 num_cat=1 split_feature=0 2 0 3 5 4 25 18 15 26 2 split_gain=715201 1.2986e+06 500553 213884 269664 350451 127891 174578 155733 40706.4 29571.5 threshold=806.46500000000003 299.69250000000005 1265.0725000000002 1013.1050000000001 1318.45 1265.0725000000002 0 512.76250000000016 86.350000000000023 2022.5000000000002 134.19600000000003 decision_type=2 2 2 2 2 2 9 2 2 2 2 left_child=3 2 -2 4 5 6 9 8 -8 -1 -5 right_child=1 -3 -4 10 -6 -7 7 -9 -10 -11 -12 leaf_value=0.097094258537455916 0.95428098738193512 3.1575282087326046 -1.032629884992327 -0.97239946170286706 1.1557528097629548 -1.2970259484790621 -0.0070936869928154905 0.7514113810857137 -0.32792815131800518 0.35384783628510263 -0.44110507035255431 leaf_weight=124 32 20 21 22 20 21 8606 30 154 123 20 leaf_count=124 32 20 21 22 20 21 8606 30 154 123 20 internal_value=0 0.986333 0.167014 -0.00743216 -0.00413818 -0.00669921 -0.00370077 -0.0101144 -0.0127339 0.216198 -0.719402 internal_weight=0 73 53 9120 9078 9058 9037 8790 8760 247 42 internal_count=9193 73 53 9120 9078 9058 9037 8790 8760 247 42 cat_boundaries=0 2 cat_threshold=8320 16777217 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=704316 1.55715e+06 215009 255731 344056 123441 163683 137311 101078 28340.1 threshold=960.86250000000007 96.632500000000022 1013.1050000000001 1341.6425000000002 1265.0725000000002 512.76250000000016 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=0.23193991558551788 -0.12438816282484266 3.3557246990203855 -0.96267546935514969 1.1264693439006805 -1.2840556971232095 0.60790489456870345 -0.22681759212272506 -0.0057899633767137249 -0.98680860996246345 -0.44908838692165559 leaf_weight=240 36 20 22 20 21 33 140 8620 20 21 leaf_count=240 36 20 22 20 21 33 140 8620 20 21 internal_value=0 1.11851 -0.00639791 -0.00306223 -0.00555183 -0.00258612 -0.00481963 0.00090492 -0.321816 -0.711854 internal_weight=0 56 9137 9094 9074 9053 9020 8860 160 43 internal_count=9193 56 9137 9094 9074 9053 9020 8860 160 43 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=374 num_leaves=13 num_cat=0 split_feature=0 2 7 7 4 7 5 11 10 14 9 7 split_gain=690297 1.52617e+06 143854 672853 372646 358516 171057 149845 351734 188115 22038.5 5655.42 threshold=960.86250000000007 96.632500000000022 595.50000000000011 417.90600000000001 1295.4950000000001 485.55000000000001 1089.1825000000001 360.14500000000004 166.11250000000004 67.800000000000011 67.800000000000011 1053.6800000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 6 -5 7 9 -9 -1 11 -4 right_child=1 -3 10 5 -6 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.0013612571304026347 -0.12314430130852592 3.3221674613952636 -0.48322558207945393 2.1132854936339638 -1.3728075571060179 0.3935600884755453 -0.88699011510068715 0.017649435736916283 1.5389788200741723 -0.33065557644192112 -0.19889332723617553 -0.7074915557063145 leaf_weight=8728 36 20 22 22 20 27 22 55 21 177 20 23 leaf_count=8728 36 20 22 22 20 27 22 55 21 177 20 23 internal_value=0 1.10732 -0.00633145 -0.00297281 -0.00931927 1.16568 -0.0062903 -0.00413293 0.438017 -0.00790647 -0.475094 -0.59785 internal_weight=0 56 9137 9072 9023 49 9003 8981 76 8905 65 45 internal_count=9193 56 9137 9072 9023 49 9003 8981 76 8905 65 45 is_linear=0 shrinkage=0.01 Tree=375 num_leaves=11 num_cat=0 split_feature=12 5 12 1 0 2 3 3 26 12 split_gain=349413 710323 377992 1.81543e+06 179659 170198 175577 315586 25923.1 21954.2 threshold=1206.0675000000003 1341.6425000000002 345.49500000000006 9.775500000000001 1295.4950000000001 1332.8500000000001 644.32500000000016 346.12500000000006 2022.5000000000002 473.87250000000012 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=-0.0017905815486058576 -1.3132508659362794 1.8046743778748944 0.0071834546043759301 3.2092168390183224 -0.81469838036431219 0.92371068382263188 -0.32046363756060603 0.61768763909856961 -0.72297997653484347 -0.40405238263747273 leaf_weight=8943 20 22 21 21 27 20 32 83 32 34 leaf_count=8943 20 22 21 21 27 20 32 83 32 34 internal_value=0 0.00994602 0.00566034 0.707982 -0.000181453 0.00223259 0.000205138 0.00390593 -0.521722 -0.247035 internal_weight=0 9235 9213 76 9137 9110 9090 9026 64 55 internal_count=9255 9235 9213 76 9137 9110 9090 9026 64 55 is_linear=0 shrinkage=0.01 Tree=376 num_leaves=10 num_cat=0 split_feature=4 0 2 3 3 0 5 0 4 split_gain=415159 340406 277896 248773 361025 211557 330255 117499 110533 threshold=1422.3575000000001 1587.2775000000001 1374.9750000000004 721.76691000000005 575.22000000000014 210.75000000000003 154.27494000000004 143.49000000000004 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=0.00017741110739801354 1.3790949561379173 -1.2994583721160888 1.1840582752227784 -0.2949514865875244 1.3178210503714425 0.4108209361736776 -0.55858617443863945 -0.36102187308636341 -1.1873553939487622 leaf_weight=8736 22 20 20 35 21 246 41 91 23 leaf_count=8736 22 20 20 35 21 246 41 91 23 internal_value=0 0.0037464 0.00657546 0.00401377 0.00815884 0.00514119 0.272334 -0.00354629 -0.648836 internal_weight=0 9233 9213 9193 9135 9114 287 8827 58 internal_count=9255 9233 9213 9193 9135 9114 287 8827 58 is_linear=0 shrinkage=0.01 Tree=377 num_leaves=10 num_cat=1 split_feature=4 0 2 3 3 0 24 14 4 split_gain=406897 333632 272366 243822 353841 207347 909508 115307 108333 threshold=1422.3575000000001 1587.2775000000001 1374.9750000000004 721.76691000000005 575.22000000000014 210.75000000000003 0 460.42500000000007 174.37500000000003 decision_type=2 2 2 2 2 2 1 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=-0.0060980339322259944 1.3653038614446467 -1.2864638080596924 1.172217664718628 -0.29200196783883231 1.3046429643176851 0.96552547510517273 -0.16938645268351302 0.50139653862847222 -1.1754818434300629 leaf_weight=8782 22 20 20 35 21 104 183 45 23 leaf_count=8782 22 20 20 35 21 104 183 45 23 internal_value=0 0.00370894 0.00650971 0.00397363 0.00807726 0.00508978 0.269611 -0.00351083 -0.642347 internal_weight=0 9233 9213 9193 9135 9114 287 8827 58 internal_count=9255 9233 9213 9193 9135 9114 287 8827 58 cat_boundaries=0 1 cat_threshold=1047 is_linear=0 shrinkage=0.01 Tree=378 num_leaves=13 num_cat=2 split_feature=12 5 12 1 20 25 24 26 3 1 1 12 split_gain=343744 697261 370162 1.7764e+06 157874 148611 577689 594701 375519 148432 369803 21352.2 threshold=1206.0675000000003 1341.6425000000002 345.49500000000006 9.775500000000001 456.25000000000006 0 1 2022.5000000000002 47.808000000000007 1341.6425000000002 487.50000000000006 473.87250000000012 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 11 5 6 7 -1 -8 10 -7 -4 right_child=-2 -3 3 -5 -6 9 8 -9 -10 -11 -12 -13 leaf_value=0.15774111461639403 -1.302696698188782 1.7878708263960752 0.0064969934735979356 3.1746859959193636 -0.88779794692993164 -0.01134176835171756 -0.15610824185086969 1.6188445575420674 1.0383180125006315 -0.8471093940734864 0.70832195989787583 -0.39906137845095468 leaf_weight=60 20 22 21 21 20 8598 285 52 29 21 72 34 leaf_count=60 20 22 21 21 20 8598 285 52 29 21 72 34 internal_value=0 0.00972085 0.00547475 0.700484 -0.00030621 0.00164068 0.1818 0.767577 -0.0443816 -0.00739072 -0.00536532 -0.244212 internal_weight=0 9235 9213 76 9137 9117 426 112 314 8691 8670 55 internal_count=9255 9235 9213 76 9137 9117 426 112 314 8691 8670 55 cat_boundaries=0 2 3 cat_threshold=17309696 327680 35 is_linear=0 shrinkage=0.01 Tree=379 num_leaves=14 num_cat=2 split_feature=12 5 12 1 14 9 25 24 0 14 0 9 12 split_gain=336903 683385 362796 1.74105e+06 196289 276468 189748 788790 206911 179340 178333 45047.5 20927.3 threshold=1206.0675000000003 1341.6425000000002 345.49500000000006 9.775500000000001 460.42500000000007 411.81600000000003 0 1 831.91125000000011 715.87500000000011 43.440000000000005 508.59600000000006 473.87250000000012 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 4 12 5 6 7 -1 -8 -6 11 -7 -4 right_child=-2 -3 3 -5 9 10 8 -9 -10 -11 -12 -13 -14 leaf_value=0.92851305467741829 -1.2896697194576263 1.7699922426180408 0.0064320101056780134 3.1429391279674714 1.3671056380271913 -0.70314177322387694 -0.0038108018244538606 -0.068469046136023295 -0.64265401877608952 0.058714966340498491 -1.3342032866044478 -0.14159710569381714 -0.39507076824412629 leaf_weight=102 20 22 21 21 20 20 8576 274 51 22 22 50 34 leaf_count=102 20 22 21 21 20 20 8576 274 51 22 22 50 34 internal_value=0 0.00962364 0.00542001 0.693479 -0.000303148 -0.00345285 0.00212057 0.219037 -0.00757865 0.681758 -0.54886 -0.302038 -0.24177 internal_weight=0 9235 9213 76 9137 9095 9003 376 8627 42 92 70 55 internal_count=9255 9235 9213 76 9137 9095 9003 376 8627 42 92 70 55 cat_boundaries=0 2 3 cat_threshold=532480 2147811328 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=550636 254803 572467 274072 314695 169615 476738 143790 35795.1 29047.2 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=-0.013038047171802829 0.87993002850076429 -0.48439774916537348 1.6820389525294304 -1.1809963865280151 -1.2036567956751043 1.4623595579739275 -0.23066461722056072 0.50453061889719086 -1.0118191430785439 1.4010134334564208 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 -0.0119531 -0.00795885 -0.0116512 -0.0090908 -0.00620664 0.49136 -0.00994774 -0.703327 1.12229 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=17 num_cat=0 split_feature=5 4 3 1 1 4 26 17 14 2 16 2 14 14 1 16 split_gain=300832 278503 303464 1.92931e+06 306201 252170 162306 148512 229801 145625 81314.7 54767 47166.9 36085.5 16592.5 5729.53 threshold=1435.0600000000002 1295.4950000000001 488.75250000000005 415.60849999999999 665.43750000000011 21.101500000000005 2022.5000000000002 40.213800000000006 460.42500000000007 164.55774000000002 83.250000000000014 74.355000000000004 715.87500000000011 36.329070000000009 1058.7500000000002 296.06250000000006 decision_type=2 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 13 14 -10 -9 -6 -12 right_child=-2 -3 3 -5 11 -7 -8 10 12 -11 15 -13 -14 -15 -16 -17 leaf_value=-0.012909325870393678 1.1613542867790569 -0.98784230363780057 0.77908241271972656 3.323747303009033 -0.6831799497387625 -0.99296608259280517 -0.24238567052568707 -0.082655077601604635 1.0231216322857402 0.22381242773426113 -0.77070767025152853 -1.0914416826313191 0.38269426511681603 -0.54115734724771414 -0.30297451338420311 -0.5472880680994554 leaf_weight=8569 22 29 28 20 22 24 35 94 23 268 24 22 23 21 24 22 leaf_count=8569 22 29 28 20 22 24 35 94 23 268 24 22 23 21 24 22 internal_value=0 -0.00940329 -0.00632544 0.523127 -0.0125427 -0.120694 0.2116 -0.00751611 -0.00206062 -0.00573026 -0.308517 -0.681074 0.702908 -0.166382 -0.484812 -0.663855 internal_weight=0 9248 9219 107 9112 87 63 9044 8883 8837 161 68 46 115 46 46 internal_count=9270 9248 9219 107 9112 87 63 9044 8883 8837 161 68 46 115 46 46 is_linear=0 shrinkage=0.01 Tree=382 num_leaves=13 num_cat=0 split_feature=0 5 4 17 14 0 18 11 14 17 16 26 split_gain=536463 210129 268309 151308 201993 130635 118460 129998 63605.7 39382.4 40712.1 28276.3 threshold=1165.3425000000004 1412.3803750000002 1374.9750000000004 40.213800000000006 460.42500000000007 74.355000000000004 458.71125000000006 166.11250000000004 852.81250000000011 619.41500000000008 115.57500000000002 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=-0.0061987747262916785 0.86867561672044846 0.98741577034904848 -1.1430781219119117 -0.16258378220266326 0.94643085275377548 -0.97516529121398932 0.72350303779948844 -0.30212004712085849 0.21838732946486702 0.19738039255142212 -0.59699271830064915 1.3827982692718508 leaf_weight=8794 23 21 21 94 28 25 22 151 21 22 28 20 leaf_count=8794 23 21 21 94 28 25 22 151 21 22 28 20 internal_value=0 -0.0117517 -0.014031 -0.0114496 -0.00589273 -0.307902 -0.00939167 -0.0111942 0.634412 -0.192058 -0.262284 1.1078 internal_weight=0 9227 9206 9185 9016 169 8967 8945 49 144 122 43 internal_count=9270 9227 9206 9185 9016 169 8967 8945 49 144 122 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=525787 250376 327068 885840 251387 309410 207270 134990 134404 27713.6 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=-0.012583415137098031 0.8599888577668563 -0.099202266796068722 -0.26767246323247113 2.4317249145507813 -1.0798067367076873 -1.1940457370064474 0.77262905152405015 0.49357756164838684 -1.1212026476090953 1.3689702816009521 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 -0.0116342 -0.00767486 0.790915 -0.0121392 -0.0095583 -0.00668808 -0.00961752 -0.696976 1.09672 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 6 17 14 19 0 5 14 16 26 17 split_gain=515324 245393 547687 131729 128546 214771 110541 107655 100483 50414.2 39660.5 27162.1 9830.76 threshold=1165.3425000000004 729.18750000000011 1341.6425000000002 44.590000000000011 40.213800000000006 460.42500000000007 362.77500000000003 48.391820000000003 385.88250000000005 715.87500000000011 90.300000000000026 2022.5000000000002 177.35000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 8 10 -1 -7 12 -2 -6 right_child=11 3 -4 -5 7 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.0078790439897308637 0.85138897107995082 -0.09821023350412196 1.6454183871746062 -1.1099906158447266 -0.18073489166302037 0.99882132986317518 0.69820977471091528 -0.8543346541268485 -0.32203750304805423 0.35009284152984621 -0.48614944890622169 1.3552805709838867 0.014886897780277112 leaf_weight=8819 23 22 20 31 49 23 22 28 103 25 31 20 54 leaf_count=8819 23 22 20 31 49 23 22 28 103 25 31 20 54 internal_value=0 -0.0115179 -0.00759811 -0.690006 -0.0112097 -0.00617986 -0.00976012 -0.290396 -0.0115058 0.660942 -0.172558 1.08576 -0.0781759 internal_weight=0 9227 9174 53 9154 8992 8944 162 8922 48 134 43 103 internal_count=9270 9227 9174 53 9154 8992 8944 162 8922 48 134 43 103 is_linear=0 shrinkage=0.01 Tree=385 num_leaves=19 num_cat=3 split_feature=6 7 25 7 7 5 1 3 24 7 1 5 1 25 7 5 1 26 split_gain=325165 239553 251928 461505 1.31358e+06 330512 335208 695922 297860 275874 249114 140673 112127 68298.9 38672.2 39001.7 21589.3 4180.78 threshold=1253.9725000000001 1204.8925000000002 0 336.94125000000003 449.64000000000004 57.780000000000008 352.38000000000005 47.808000000000007 1 548.95500000000004 441.67528000000004 1089.1825000000001 346.12500000000006 2 426.65000000000009 251.25000000000003 438.04750000000007 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 1 2 2 2 2 9 2 2 2 2 left_child=1 2 3 5 -5 6 8 -8 -1 -6 11 -7 13 17 15 -15 -14 -4 right_child=-2 -3 12 4 9 10 7 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 leaf_value=0.25220581924047653 1.0013891162294331 -1.0123145098012427 -0.32520481983820598 3.078171904563904 -0.73774872738382091 -0.078749837849070053 0.24837401196763323 2.3109811428615026 -0.038875372347391753 0.64312954095693742 -1.3793421609401701 -0.97697011363506325 -0.668815832901001 -0.0096372493004428187 -0.44769381427764893 0.22925324488377224 -0.28628782626655364 -0.20331864428970051 leaf_weight=622 33 23 60 20 23 136 74 21 792 39 20 20 25 7163 20 69 36 53 leaf_count=622 33 23 60 20 23 136 74 21 792 39 20 20 25 7163 20 69 36 53 internal_value=0 0.00696638 0.00951652 0.11647 0.849723 0.0814778 0.129308 0.704319 0.0906761 0.130868 -0.328615 -0.193906 -0.016068 -0.0125533 -0.00856059 -0.00735801 -0.443062 -0.246245 internal_weight=0 9216 9193 1767 82 1685 1509 95 1414 62 176 156 7426 7365 7252 7232 61 113 internal_count=9249 9216 9193 1767 82 1685 1509 95 1414 62 176 156 7426 7365 7252 7232 61 113 cat_boundaries=0 2 3 5 cat_threshold=25698560 2281767041 87 128 262144 is_linear=0 shrinkage=0.01 Tree=386 num_leaves=13 num_cat=4 split_feature=4 6 5 25 8 24 25 17 1 25 5 1 split_gain=424271 282086 369877 187191 306947 248656 452862 138792 103517 67377 42706.2 19003.3 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1 2 1.1200000000000003 346.12500000000006 3 251.25000000000003 438.04750000000007 decision_type=2 2 2 9 2 1 9 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -5 -11 -10 right_child=-2 -3 -4 8 -6 7 -8 -9 11 10 -12 -13 leaf_value=0.86071863608700894 1.397464852766557 0.97521035639444986 -1.3216846520560128 -0.24378289308005233 -0.95792113975242332 0.057310574292240291 0.14522452339440764 -0.39635384899046683 -0.6466984415054321 -0.010051015120092474 0.24548975554379548 -0.28342494414912334 leaf_weight=102 22 30 21 113 27 1064 491 72 24 7181 66 36 leaf_count=102 22 30 21 113 27 1064 491 72 24 7181 66 36 internal_value=0 0.00710444 0.00394654 0.00698035 0.0995102 0.116599 0.280527 0.028308 -0.0150314 -0.0116793 -0.00771311 -0.428734 internal_weight=0 9227 9197 9176 1756 1729 593 1136 7420 7360 7247 60 internal_count=9249 9227 9197 9176 1756 1729 593 1136 7420 7360 7247 60 cat_boundaries=0 2 3 4 6 cat_threshold=25698560 2281767041 23 532480 128 262144 is_linear=0 shrinkage=0.01 Tree=387 num_leaves=13 num_cat=2 split_feature=4 6 5 25 8 17 13 13 25 0 0 26 split_gain=415823 276468 362521 183661 300871 193789 165817 85483.1 69169.2 50038.4 83596 3226.97 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1.1200000000000003 218.29500000000002 174.37500000000003 1 438.04750000000007 352.08500000000004 2022.5000000000002 decision_type=2 2 2 9 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -7 11 10 -10 -5 right_child=-2 -3 -4 8 -6 7 -8 -9 9 -11 -12 -13 leaf_value=0.15574321521413595 1.3834902191162111 0.96545823796590169 -1.3084678115163531 -0.31951494280497234 -0.94834192558571151 -0.61349521347120706 -0.41276357578781414 0.14457874615987143 -0.010951544179554091 -0.36811340055404562 0.56830549702644351 -0.21396526302610125 leaf_weight=1604 22 30 21 60 27 51 53 21 7240 39 25 56 leaf_count=1604 22 30 21 60 27 51 53 21 7240 39 25 56 internal_value=0 0.00704165 0.00391536 0.00691885 0.0985721 0.115491 0.137559 -0.39239 -0.0148844 -0.0108611 -0.00895823 -0.247246 internal_weight=0 9227 9197 9176 1756 1729 1657 72 7420 7304 7265 116 internal_count=9249 9227 9197 9176 1756 1729 1657 72 7420 7304 7265 116 cat_boundaries=0 2 4 cat_threshold=25698560 2281767041 128 262144 is_linear=0 shrinkage=0.01 Tree=388 num_leaves=19 num_cat=3 split_feature=4 25 0 5 24 3 0 4 0 0 7 25 12 1 0 1 5 26 split_gain=407548 166911 286731 231128 224082 370092 481560 242450 379043 273790 76747 67876.4 48767.7 37974.2 34463.4 34319.6 29814.6 2835.34 threshold=1530.8125000000002 0 1219.7885000000003 802.66250000000002 1 466.8300000000001 449.26500000000004 344.21500000000003 649.85000000000014 123.63250000000001 404.76000000000005 2 362.12500000000006 190.53000000000003 48.391820000000003 67.485000000000014 1236.1260000000004 2022.5000000000002 decision_type=2 9 2 2 1 2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -9 11 17 13 15 -15 -13 -5 -3 right_child=-2 10 -4 16 7 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 leaf_value=0.2561335274984341 1.3696554079922763 -0.31292557457746084 1.0824123764038087 -0.39233514983078527 0.0072169676588301306 -0.92321374320983896 1.7059119280179342 0.16285575882816802 -1.1728848443712507 1.5057089493491433 -0.53590196720191408 -0.0090359652390310519 0.46264915379610927 -0.078137295272615218 -0.44794723152262828 0.14482545646461281 -0.89421369671821593 -0.21312161341580477 leaf_weight=505 22 59 29 29 974 25 24 49 28 22 28 7085 22 90 35 148 20 55 leaf_count=505 22 59 29 29 974 25 24 49 28 22 28 7085 22 90 35 148 20 55 internal_value=0 0.00697124 0.0959948 0.0794994 0.099879 0.261009 0.321908 0.014122 -0.0257599 0.578951 -0.0133175 -0.0113827 -0.00745844 -0.00887417 -0.181684 -0.00588769 -0.597184 -0.243422 internal_weight=0 9227 1705 1676 1627 554 529 1073 1002 71 7522 7494 7380 7358 125 7233 49 114 internal_count=9249 9227 1705 1676 1627 554 529 1073 1002 71 7522 7494 7380 7358 125 7233 49 114 cat_boundaries=0 2 3 5 cat_threshold=25698560 2281766913 85 128 262144 is_linear=0 shrinkage=0.01 Tree=389 num_leaves=13 num_cat=3 split_feature=4 6 5 25 8 24 0 0 1 25 10 1 split_gain=399438 269867 351448 175789 296733 213943 894892 380192 67575.3 63321.4 32760 10367.5 threshold=1530.8125000000002 1253.9725000000001 1265.0725000000002 0 1058.7500000000002 1 449.26500000000004 299.69250000000005 390.72000000000008 2 379.49000000000007 577.68750000000011 decision_type=2 2 2 9 2 1 2 2 2 9 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -5 -11 -10 right_child=-2 -3 -4 8 -6 7 -8 -9 11 10 -12 -13 leaf_value=0.17363228195331046 1.3559588345614346 0.95380754343668617 -1.2883709318864913 -0.23657352307947674 -0.93976165065058948 0.093120364216252124 1.8030429617563883 -0.55441833786964423 -0.53358645401000981 -0.0065986973437367688 -0.39306465474296026 -0.23219145644012662 leaf_weight=529 22 30 21 113 27 972 36 100 25 7331 22 21 leaf_count=529 22 30 21 113 27 972 36 100 25 7331 22 21 internal_value=0 0.00690152 0.00381278 0.00677004 0.0994376 0.117185 0.272628 0.0324133 -0.0138709 -0.0115351 -0.00774446 -0.395993 internal_weight=0 9227 9197 9176 1664 1637 565 1072 7512 7466 7353 46 internal_count=9249 9227 9197 9176 1664 1637 565 1072 7512 7466 7353 46 cat_boundaries=0 2 3 5 cat_threshold=25698560 2281766913 23 128 262144 is_linear=0 shrinkage=0.01 Tree=390 num_leaves=9 num_cat=0 split_feature=0 10 10 7 7 7 6 3 split_gain=392165 286873 293516 177553 162821 486900 140394 177351 threshold=1335.1525000000004 1211.5375000000001 788.58750000000009 1323.6000000000001 548.95500000000004 717.64191000000005 1144.97 1164.6975000000002 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=-0.01629235901771952 -1.1422404036983367 1.1249452660300516 -1.1720113461667843 -0.95674377304315572 1.7750720767974855 -0.17094950863954889 0.79987881615048373 -0.82797030166343411 leaf_weight=9020 31 22 22 20 20 36 21 27 leaf_count=9020 31 22 22 20 20 36 21 27 internal_value=0 -0.0156006 -0.0183381 -0.0155624 -0.0134993 0.524058 -0.016819 -0.0187147 internal_weight=0 9188 9166 9144 9124 56 9068 9047 internal_count=9219 9188 9166 9144 9124 56 9068 9047 is_linear=0 shrinkage=0.01 Tree=391 num_leaves=11 num_cat=3 split_feature=5 10 1 10 25 24 0 0 7 25 split_gain=633303 384449 279552 186191 130913 700872 575274 379736 235251 122238 threshold=1374.9750000000004 1211.5375000000001 1530.8125000000002 788.58750000000009 0 1 1005.9575000000001 47.808000000000007 44.590000000000011 2 decision_type=2 2 2 2 9 1 2 2 2 9 left_child=1 2 3 4 5 7 9 -1 -7 -6 right_child=-2 -3 -4 -5 6 8 -8 -9 -10 -11 leaf_value=0.55963840501958673 -1.7138276259533385 1.3052058584039861 -1.1992860145568849 -0.95625341665177122 -0.24227495056876808 -0.24791182982183135 -1.2830089102851019 2.057602750778198 0.88361296939849854 -0.010062431855949634 leaf_weight=110 22 22 20 21 223 226 36 20 20 8499 leaf_count=110 22 22 20 21 223 226 36 20 20 8499 internal_value=0 -0.0151414 -0.0183074 -0.0157274 -0.013565 0.166727 -0.0214712 0.733659 -0.149827 -0.0162888 internal_weight=0 9197 9175 9155 9134 376 8758 130 246 8722 internal_count=9219 9197 9175 9155 9134 376 8758 130 246 8722 cat_boundaries=0 2 3 5 cat_threshold=524416 2164326400 1554 8192 67108864 is_linear=0 shrinkage=0.01 Tree=392 num_leaves=12 num_cat=0 split_feature=5 1 6 6 6 0 0 0 1 26 6 split_gain=620698 208501 202372 174412 157245 173676 152324 150070 88972.2 37728.9 3514.99 threshold=1374.9750000000004 1530.8125000000002 1144.97 438.71000000000009 366.17750000000007 831.91125000000011 1081.6425000000002 352.08500000000004 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=-0.014761637331564204 -1.69668938127431 -1.0102791422889346 0.82132949829101565 0.046870936480435457 0.75082530277746695 -1.2377409844171434 -0.17651288584658975 0.33416736944198611 -1.0527697298526764 -0.5568275892166864 -0.37158979010581972 leaf_weight=8853 22 21 29 22 27 21 38 125 20 21 20 leaf_count=8853 22 21 29 22 27 21 38 125 20 21 20 internal_value=0 -0.0149928 -0.012715 -0.0153592 -0.0111807 -0.0134573 -0.554238 -0.00990353 -0.47168 -0.287207 -0.466468 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=2 split_feature=5 10 1 10 4 25 25 26 split_gain=608346 376707 269342 182009 174562 143511 122373 3977.87 threshold=1374.9750000000004 1211.5375000000001 1530.8125000000002 788.58750000000009 1341.6425000000002 0 1 2022.5000000000002 decision_type=2 2 2 2 2 9 9 2 left_child=1 2 3 4 5 7 -7 -1 right_child=-2 -3 -4 -5 -6 6 -8 -9 leaf_value=-0.29391057008272642 -1.6797224506464872 1.2921416785500268 -1.1771903753280639 -0.94534861723581953 -0.90299926952882248 0.16912418816102115 -0.013790954513575451 -0.4015301756705007 leaf_weight=77 22 22 20 21 22 372 8601 62 leaf_count=77 22 22 20 21 22 372 8601 62 internal_value=0 -0.0148428 -0.0179767 -0.0154443 -0.0133064 -0.0111583 -0.00602788 -0.318966 internal_weight=0 9197 9175 9155 9134 9112 8973 139 internal_count=9219 9197 9175 9155 9134 9112 8973 139 cat_boundaries=0 2 4 cat_threshold=8192 1 524416 2164326400 is_linear=0 shrinkage=0.01 Tree=394 num_leaves=14 num_cat=1 split_feature=4 1 25 12 4 0 1 14 7 0 2 11 26 split_gain=544929 212217 173505 163295 1.10805e+06 183553 174271 171060 147016 31737.5 14874.8 10280.4 10256.8 threshold=1120.4650000000004 1422.3575000000001 0 308.62500000000006 62.300000000000004 831.91125000000011 1044.0050000000003 460.42500000000007 58.875000000000007 1265.0725000000002 52.345500000000008 42.494000000000007 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 5 8 6 7 -4 11 -7 -2 -5 -1 right_child=10 -3 3 4 -6 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=-0.29097148176137505 -0.9904373402595521 -1.0425168290138245 -0.01174659531978006 -0.35402190610340661 2.2213965881347657 -0.80024946458878066 0.92577529907226563 0.635681437515631 0.53599987316131592 -0.30997626760731573 -1.3761165552139283 -0.62988660183819867 -0.46085709340644604 leaf_weight=77 20 20 8799 35 25 31 20 41 20 23 20 22 66 leaf_count=77 20 20 8799 35 25 31 20 41 20 23 20 22 66 internal_value=0 -0.0135507 -0.0113038 -0.00561826 0.392222 -0.0101769 -0.00663429 -0.00874382 -0.201666 -0.591429 -1.18328 -0.460496 -0.345238 internal_weight=0 9179 9159 9016 102 8914 8860 8840 77 54 40 57 143 internal_count=9219 9179 9159 9016 102 8914 8860 8840 77 54 40 57 143 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 5 0 11 0 4 0 split_gain=781112 654478 380680 193035 129779 165828 127905 143912 46284.2 20088.6 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 410.11250000000001 48.874000000000002 744.3325000000001 449.26500000000004 52.300500000000007 831.91125000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 -5 right_child=-2 -3 -4 9 5 -7 -8 -9 -10 -11 leaf_value=-0.0030366015720764599 1.9711507985591887 1.3024331112911827 -1.390778839111328 -0.40556302609188216 0.027604279518127443 -1.0287744560948124 -0.68914972216994674 0.50103404646118488 -0.49455575903256738 -0.78436403308595926 leaf_weight=8936 20 38 20 28 58 27 27 57 24 28 leaf_count=8936 20 38 20 28 58 27 27 57 24 28 internal_value=0 -0.0072346 -0.0126412 -0.00964032 -0.00604977 -0.349039 -0.00190501 0.000158331 -0.125223 -0.594964 internal_weight=0 9243 9205 9185 9129 109 9020 8993 82 56 internal_count=9263 9243 9205 9185 9129 109 9020 8993 82 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 6 6 6 12 3 26 split_gain=525698 479413 275483 221328 525991 134625 224646 152660 305421 120520 107365 86669.7 26830.7 26821.6 25822.9 21362 15989.6 13731.5 3140.55 threshold=1205.5225000000003 1660.4350000000002 436.23750000000007 548.95500000000004 874.60000000000014 379.49000000000007 283.87500000000006 465.34500000000008 308.62500000000006 2022.5000000000002 190.42000000000004 91.390500000000017 677.46500000000015 593.34250000000009 331.12500000000006 485.55000000000001 747.7125000000002 652.50000000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 6 7 8 -1 11 17 12 -4 15 -8 -7 -9 -11 -15 right_child=1 -3 9 4 -6 13 14 16 -10 10 -12 -13 -14 18 -16 -17 -18 -19 -20 leaf_value=-0.0043105242223144763 2.1821781285603841 0.018850387573242186 0.40401568126678472 1.7600446402508281 -0.37860833375350289 -0.33425195778569866 0.86549065885872678 -0.73375891248385117 1.023623851249958 -0.26712474775314332 -1.3016783575578168 -0.66088656616210939 -0.10205857558683916 -0.1191409534878201 0.39841569064930082 -0.73164095441500354 -0.38200789711305072 -0.59392856756846113 -0.26901130380301641 leaf_weight=8795 21 20 20 23 23 31 29 24 29 20 22 20 22 27 20 24 28 36 29 leaf_count=8795 21 20 20 23 23 31 29 24 29 20 22 20 22 27 20 24 28 36 29 internal_value=0 1.1269 -0.00795649 -0.00117057 0.690718 -0.00469281 -0.00038822 -0.00411586 -0.000932227 -0.448168 -0.709754 -0.119076 0.138929 -0.350805 0.674848 -0.507658 -0.544355 -0.477213 -0.196752 internal_weight=0 41 9222 9082 46 9036 8925 8876 8824 140 78 62 42 111 49 55 52 56 56 internal_count=9263 41 9222 9082 46 9036 8925 8876 8824 140 78 62 42 111 49 55 52 56 56 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 0 split_gain=764672 630580 370995 188628 129331 160200 137377 101008 41120.8 19628.7 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 31.602000000000004 366.58182000000005 449.26500000000004 218.29500000000002 110.14500000000002 831.91125000000011 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=-0.005872265053079322 1.9503259419202805 1.2784036184612073 -1.3729314365386964 -0.40085903857435495 -0.10044942910347868 0.89336916351318363 0.47031855670155076 -0.94238304543495177 -0.48506609150932894 -0.77529905727931436 leaf_weight=8870 20 38 20 28 122 20 61 20 36 28 leaf_count=8870 20 38 20 28 122 20 61 20 36 28 internal_value=0 -0.00713045 -0.0124374 -0.00947496 -0.00592563 -0.000617828 -0.00261981 -0.272836 -0.188084 -0.588079 internal_weight=0 9243 9205 9185 9129 8951 8931 178 158 56 internal_count=9263 9243 9205 9185 9129 8951 8931 178 158 56 is_linear=0 shrinkage=0.01 Tree=398 num_leaves=11 num_cat=0 split_feature=5 0 4 0 17 18 0 15 7 0 split_gain=749456 618031 363612 184875 126758 157013 134644 126004 31940.6 19238.1 threshold=1435.0600000000002 1205.5225000000003 1374.9750000000004 649.85000000000014 31.602000000000004 366.58182000000005 449.26500000000004 229.89300000000003 114.15000000000002 831.91125000000011 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=-0.0058135421623422305 1.9308227295279503 1.2656196182652524 -1.3592021350860597 -0.39685043713876178 -0.11234570451250131 0.88443547248840337 0.46561535191340525 -1.0179251136779786 -0.49581104183426272 -0.76754604203360421 leaf_weight=8870 20 38 20 28 132 20 61 20 26 28 leaf_count=8870 20 38 20 28 132 20 61 20 26 28 internal_value=0 -0.00705915 -0.012313 -0.00938021 -0.00586637 -0.000611649 -0.00259362 -0.270108 -0.175448 -0.582198 internal_weight=0 9243 9205 9185 9129 8951 8931 178 158 56 internal_count=9263 9243 9205 9185 9129 8951 8931 178 158 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=734541 418959 345944 155438 135582 154845 139398 255091 85353.4 72497.7 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 874.60000000000014 410.11250000000001 177.05000000000004 486.41000000000003 308.62500000000006 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=-0.0017699419458402344 1.9115144073963166 1.1535926461988881 -1.2633788316900081 -0.8116153009732564 -0.0091220496305778852 -1.1058944853869352 -0.19277159301010341 0.84169434494442419 -0.97931789571588701 -0.6951935355663299 leaf_weight=8962 20 31 22 24 67 22 37 36 22 20 leaf_count=8962 20 31 22 24 67 22 37 36 22 20 internal_value=0 -0.00698856 -0.0108941 -0.00789578 -0.00579135 -0.356374 -0.00157213 0.00160467 -0.48606 -0.16684 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=337511 313243 369517 133181 217990 173102 151150 806051 130060 56542.8 threshold=1422.3575000000001 1204.8925000000002 1219.7885000000003 890.22500000000014 2022.5000000000002 652.50000000000011 96.07050000000001 121.23250000000002 582.96000000000015 967.31750000000011 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=0.0056950059430878035 1.3117070465087892 -1.0848359514199772 0.98565843533246955 1.1865176559448243 -0.12129722661410387 -0.91132852236429862 2.0797743779962712 0.079138024419295697 -0.76415404579856172 -0.27341243006966331 leaf_weight=8752 20 26 39 25 26 24 22 238 22 33 leaf_count=8752 20 26 39 25 26 24 22 238 22 33 internal_value=0 0.0112383 0.0143423 0.0101986 0.519789 0.00733986 0.010806 0.248423 0.00376468 -0.542009 internal_weight=0 9207 9181 9142 51 9091 9034 260 8774 57 internal_count=9227 9207 9181 9142 51 9091 9034 260 8774 57 is_linear=0 shrinkage=0.01 Tree=401 num_leaves=16 num_cat=3 split_feature=4 6 5 25 24 1 25 11 16 1 26 12 3 1 1 split_gain=330794 314703 457031 241262 282758 515801 201189 211013 186772 110340 98182.2 78743.3 54428.7 49389.2 15563.6 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 0 1 1044.0050000000003 2 419.52500000000009 20.073625000000003 346.12500000000006 2022.5000000000002 362.12500000000006 432.41388000000001 433.55000000000007 644.32500000000016 decision_type=2 2 2 9 1 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -6 -1 11 -8 12 -5 -11 -15 right_child=-2 -3 -4 9 6 -7 10 -9 -10 13 -12 -13 -14 14 -16 leaf_value=0.19785940072597952 1.2985900688171388 1.2057177006114612 -1.4652890444937208 -0.0069869483418539772 -0.1466724011262707 1.853302025794983 0.074947642675587831 0.74403425318854188 1.1779694588184357 -0.79504179694435817 0.60661529064178465 0.50442997121810917 -0.38152420068398502 -0.063632450103759772 -0.41762550142796145 leaf_weight=698 20 22 21 7587 531 20 71 28 20 22 68 30 39 27 23 leaf_count=698 20 22 21 7587 531 20 71 28 20 22 68 30 39 27 23 internal_value=0 0.0111259 0.0082646 0.0116414 0.130188 0.265684 -0.0148008 -0.100264 0.225161 -0.0105416 0.312558 -0.00689087 -0.00890236 -0.4002 -0.226469 internal_weight=0 9207 9185 9164 1436 738 698 559 718 7728 139 7656 7626 72 50 internal_count=9227 9207 9185 9164 1436 738 698 559 718 7728 139 7656 7626 72 50 cat_boundaries=0 2 3 4 cat_threshold=19407232 2147549184 303 532736 is_linear=0 shrinkage=0.01 Tree=402 num_leaves=9 num_cat=1 split_feature=4 6 5 0 0 25 17 3 split_gain=324211 308440 447936 309078 172022 171695 149166 65268.7 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 0 1.1200000000000003 497.97750000000002 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=0.13645630744160214 1.2856042823791503 1.1936604933305222 -1.4506361928440277 0.92365066425220388 -0.74816440518697114 -0.0065456040715385355 -0.32480005863550548 -0.4818522315189756 leaf_weight=1334 20 22 21 37 30 7660 74 29 leaf_count=1334 20 22 21 37 30 7660 74 29 internal_value=0 0.0110146 0.00818195 0.0115249 0.00782727 0.0103204 0.111423 -0.00832745 internal_weight=0 9207 9185 9164 9127 9097 1408 7689 internal_count=9227 9207 9185 9164 9127 9097 1408 7689 cat_boundaries=0 2 cat_threshold=19407232 2147483649 is_linear=0 shrinkage=0.01 Tree=403 num_leaves=9 num_cat=0 split_feature=4 6 5 0 0 2 26 3 split_gain=317760 302302 439022 302927 168599 129482 214282 205835 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 890.22500000000014 2022.5000000000002 652.50000000000011 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=0.011149220092576391 1.2727482070922853 1.181723918914795 -1.4361298290888467 0.91441414601094007 -0.74068275324503574 1.1737092163085938 -0.12293529650339714 -0.59700492892946511 leaf_weight=8990 20 22 21 37 30 25 26 56 leaf_count=8990 20 22 21 37 30 25 26 56 internal_value=0 0.0109045 0.00810013 0.0114097 0.007749 0.0102172 0.512675 0.00738439 internal_weight=0 9207 9185 9164 9127 9097 51 9046 internal_count=9227 9207 9185 9164 9127 9097 51 9046 is_linear=0 shrinkage=0.01 Tree=404 num_leaves=9 num_cat=2 split_feature=4 6 5 0 0 25 24 1 split_gain=311436 296286 430285 296899 165244 168369 247970 72365.9 threshold=1422.3575000000001 1341.6425000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 0 1 343.01500000000004 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=-0.050655396922395152 1.2600206298828125 1.1699066439541903 -1.4217684901328316 0.90527000736545871 -0.73327587827046714 -0.0054640546185328043 0.21897549184285248 -0.33313758829060724 leaf_weight=570 20 22 21 37 30 7621 838 68 leaf_count=570 20 22 21 37 30 7621 838 68 internal_value=0 0.0107954 0.00801913 0.0112956 0.00767151 0.010115 0.110233 -0.00835107 internal_weight=0 9207 9185 9164 9127 9097 1408 7689 internal_count=9227 9207 9185 9164 9127 9097 1408 7689 cat_boundaries=0 2 3 cat_threshold=19407232 2147483649 3296 is_linear=0 shrinkage=0.01 Tree=405 num_leaves=9 num_cat=1 split_feature=1 4 1 17 5 1 25 1 split_gain=337473 365962 243751 246224 395328 160464 163010 34430.3 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 494.36250000000007 1318.45 644.32500000000016 0 967.31750000000011 decision_type=2 2 2 2 2 2 9 2 left_child=1 2 3 4 5 6 -1 -4 right_child=-2 -3 7 -5 -6 -7 -8 -9 leaf_value=0.24822413397400747 1.0389268875122071 -1.3247957084292457 -0.48874427023530004 0.81431282198106913 -1.4074909515380858 0.8529850946773182 -0.0091916234621903705 -1.0755175752639772 leaf_weight=243 31 21 20 37 20 22 8890 20 leaf_count=243 31 21 20 37 20 22 8890 20 internal_value=0 -0.00618627 -0.00319332 0.000188958 -0.00309416 -2.61137e-05 -0.00208089 -0.782131 internal_weight=0 9273 9252 9212 9175 9155 9133 40 internal_count=9304 9273 9252 9212 9175 9155 9133 40 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 13 1 split_gain=330756 358681 238902 264492 221398 112561 119425 33745.1 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 736.93000000000006 629.70000000000016 497.97750000000002 744.24250000000006 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=-0.0010328142985028793 1.0285375896576912 -1.3115477875300818 -0.48385678817957528 1.0953440362756903 0.91904570707908051 -0.6165807275772095 -0.65511946133204879 -1.0647624187469482 leaf_weight=9106 31 21 20 22 26 30 28 20 leaf_count=9106 31 21 20 22 26 30 28 20 internal_value=0 -0.00612183 -0.0031588 0.000189664 -0.00243203 -0.00504644 -0.0030379 -0.77431 internal_weight=0 9273 9252 9212 9190 9164 9134 40 internal_count=9304 9273 9252 9212 9190 9164 9134 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=324174 351543 234148 259228 216992 136842 953402 110862 33073.6 threshold=1236.1260000000004 1374.9750000000004 802.66250000000002 736.93000000000006 629.70000000000016 0 1 317.55000000000007 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=0.91539808172040282 1.0182522379967476 -1.2984322908946448 -0.47901822321116927 1.0843906116485595 0.90985524544349095 -0.013417246819096645 -0.30034334377809002 0.65343709282875073 -1.0541147680282594 leaf_weight=103 31 21 20 22 26 8892 144 25 20 leaf_count=103 31 21 20 22 26 8892 144 25 20 internal_value=0 -0.00606061 -0.00312721 0.000187767 -0.00240771 -0.00499598 0.222518 -0.0115347 -0.766566 internal_weight=0 9273 9252 9212 9190 9164 247 8917 40 internal_count=9304 9273 9252 9212 9190 9164 247 8917 40 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1561 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=317718 162727 254644 235307 165779 200257 229247 124895 65199.8 95746.7 13984.7 4370.9 threshold=1236.1260000000004 432.41388000000001 736.93000000000006 365.16250000000008 637.20000000000016 466.8300000000001 1295.4950000000001 184.44910000000004 1204.8925000000002 2022.5000000000002 652.50000000000011 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=-0.0034338684533575321 1.0080697385726436 0.42562183891023908 1.0735466575622559 1.0293465566635132 -0.50137336349487305 0.81256944084167493 -1.0752467269897461 -0.90042079985141754 -0.64500380495320198 -0.48300087650616969 -0.1339507525617426 -0.69971177787780758 leaf_weight=9005 31 28 22 22 20 30 20 32 23 24 22 25 leaf_count=9005 31 28 22 22 20 30 20 32 23 24 22 25 internal_value=0 -0.00599337 -0.00101777 -0.00360935 -0.0061066 -0.00309772 -0.00580908 -0.358683 -0.179965 -0.035426 -0.316064 -0.611561 internal_weight=0 9273 9144 9122 9100 9055 9025 129 97 74 46 45 internal_count=9304 9273 9144 9122 9100 9055 9025 129 97 74 46 45 is_linear=0 shrinkage=0.01 Tree=409 num_leaves=14 num_cat=0 split_feature=12 12 4 5 0 4 14 11 8 14 5 3 12 split_gain=302356 495339 1.83851e+06 250553 176976 146344 140352 210349 99292.9 72879.8 26099.3 25935.1 2509.19 threshold=1064.4750000000001 308.62500000000006 62.300000000000004 1089.1825000000001 1219.7885000000003 644.32500000000016 460.42500000000007 460.42500000000007 37.14500000000001 809.2700000000001 96.632500000000022 65.050000000000011 515.18500000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 12 -8 11 -7 -3 right_child=-2 2 -4 -5 -6 10 9 -9 -10 -11 -12 -13 -14 leaf_value=-0.0018859481308133883 -1.1735258146849545 -0.43210009438650948 2.8652643605640957 -0.904543740364813 0.80441051907009553 -0.38907529561519627 0.99222833905901231 -0.62788939864547166 0.33713230314708897 0.14875583124160766 -0.17399262177944183 -0.86577317737397697 -0.58860709464550021 leaf_weight=8973 22 21 28 31 27 25 21 54 21 20 20 21 20 leaf_count=8973 22 21 28 31 27 25 21 54 21 20 20 21 20 internal_value=0 0.000186863 0.738455 -0.00704161 -0.00400454 -0.00639421 -0.00297935 -0.00563073 -0.22204 0.580778 -0.475575 -0.606698 -0.508445 internal_weight=0 9282 90 9192 9161 9134 9068 9027 62 41 66 46 41 internal_count=9304 9282 90 9192 9161 9134 9068 9027 62 41 66 46 41 is_linear=0 shrinkage=0.01 Tree=410 num_leaves=15 num_cat=2 split_feature=0 2 0 19 13 11 18 25 12 12 10 24 26 26 split_gain=375152 710839 346297 299229 262744 649194 210803 161097 133267 288214 39223.4 19811.6 7790.13 4572 threshold=744.3325000000001 378.05000000000007 1265.0725000000002 492.13750000000005 548.95500000000004 14.655000000000003 582.96000000000015 0 465.34500000000008 308.62500000000006 14.976000000000001 1 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 1 2 2 left_child=3 2 -2 4 6 -6 7 11 9 -9 -10 13 -13 -1 right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12 12 -14 -15 leaf_value=-0.083840115839435209 0.75405906526665945 2.2658941723051527 -0.74367836585411651 1.1943135125012625 1.8573106483459472 -0.44524289329846706 -0.98240030722184613 0.004552179302719909 -0.2840053486242527 0.9864025758107503 -0.82417523756623268 -0.31028665065765382 -0.47281302591850016 -0.21166387875874837 leaf_weight=62 38 21 26 21 25 24 22 8689 41 30 20 60 58 51 leaf_count=62 38 21 26 21 25 24 22 8689 41 30 20 60 58 51 internal_value=0 0.66944 0.145603 0.0019993 -0.000757645 0.729529 -0.00471913 -0.00233216 0.00466647 0.00793049 -0.46111 -0.2574 -0.35969 -0.130024 internal_weight=0 85 64 9103 9082 49 9033 9011 8780 8719 61 231 118 113 internal_count=9188 85 64 9103 9082 49 9033 9011 8780 8719 61 231 118 113 cat_boundaries=0 3 4 cat_threshold=2105344 0 512 3722 is_linear=0 shrinkage=0.01 Tree=411 num_leaves=11 num_cat=1 split_feature=4 0 2 0 19 5 1 25 12 26 split_gain=472320 375093 698077 812696 294924 251698 227128 144156 145247 8142.92 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 492.13750000000005 1265.0725000000002 1236.1260000000004 0 465.34500000000008 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 4 3 -3 5 6 7 9 -9 -1 right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 leaf_value=-0.23591052762199852 1.5431679191589356 1.055076458092892 2.0321516418457031 -1.3936328523055366 1.1823704072407315 -1.1246625106334687 -0.97311887025833133 0.010140732617076143 -0.45046189469487774 -0.37787925924573629 leaf_weight=85 20 33 26 23 21 20 24 8790 69 77 leaf_count=85 20 33 26 23 21 20 24 8790 69 77 internal_value=0 0.00474342 0.678048 0.0493566 -0.00133307 -0.00407524 -0.00159743 0.00098726 0.00654585 -0.285751 internal_weight=0 9168 82 56 9086 9065 9045 9021 8859 162 internal_count=9188 9168 82 56 9086 9065 9045 9021 8859 162 cat_boundaries=0 3 cat_threshold=33562624 0 512 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=462920 367628 684185 796524 289055 246690 222608 192262 146246 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 492.13750000000005 1265.0725000000002 1236.1260000000004 582.96000000000015 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=0.0068294485639458762 1.527736083984375 1.0445257198449338 2.0118301178858831 -1.3796964827827785 1.1705467198008583 -1.1134158711433411 -0.96338768402735397 -0.91214343941730014 -0.45868621480815547 leaf_weight=8930 20 33 26 23 21 20 24 23 68 leaf_count=8930 20 33 26 23 21 20 24 23 68 internal_value=0 0.00469598 0.671267 0.048863 -0.00131974 -0.00403449 -0.00158146 0.000977388 0.00331144 internal_weight=0 9168 82 56 9086 9065 9045 9021 8998 internal_count=9188 9168 82 56 9086 9065 9045 9021 8998 is_linear=0 shrinkage=0.01 Tree=413 num_leaves=9 num_cat=0 split_feature=4 6 12 19 18 2 3 1 split_gain=453708 251141 234653 174909 174064 158081 666775 127512 threshold=1530.8125000000002 1253.9725000000001 1064.4750000000001 603.77750000000015 677.77500000000009 147.46662000000001 488.75250000000005 752.83000000000015 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=-0.0013009094037818359 1.5124587135314942 0.96767240312364367 -0.96568869800567625 0.9386035757064819 -0.88601305961608889 0.07499864311779246 1.5883071953058243 -0.57438366393248241 leaf_weight=8680 20 27 25 20 22 323 32 39 leaf_count=8680 20 27 25 20 22 323 32 39 internal_value=0 0.00464902 0.00180452 0.0044578 0.00240383 0.00455781 0.21141 -0.0038643 internal_weight=0 9168 9141 9116 9096 9074 355 8719 internal_count=9188 9168 9141 9116 9096 9074 355 8719 is_linear=0 shrinkage=0.01 Tree=414 num_leaves=15 num_cat=2 split_feature=4 0 2 0 1 1 3 5 25 25 1 1 0 0 split_gain=444680 359436 667284 780566 203777 226585 421111 136597 118517 98702.3 38235.3 60973.2 37367.1 4310.71 threshold=1530.8125000000002 744.3325000000001 98.25500000000001 1265.0725000000002 736.8325000000001 403.91250000000008 47.808000000000007 1204.8925000000002 0 1 577.68750000000011 470.16250000000008 43.440000000000005 14.332500000000001 decision_type=2 2 2 2 2 2 2 2 9 9 2 2 2 2 left_child=1 4 3 -3 5 7 10 8 13 -10 11 -7 -6 -1 right_child=-2 2 -4 -5 12 6 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=-0.21712197579589546 1.4973342094421387 1.034675523006555 1.9876076258145847 -1.3651410343336021 -0.40096686949601046 0.32059677167372275 1.7450835845583961 -0.80799926485334128 0.14029980895104008 -0.0029472487143256195 0.47566758632659911 -0.42391781243410975 -0.92910561589967644 -0.36445566426623949 leaf_weight=204 20 33 26 23 37 22 21 21 501 8195 20 22 21 22 leaf_count=204 20 33 26 23 37 22 21 21 501 8195 20 22 21 22 internal_value=0 0.00460253 0.663705 0.0490366 -0.00134579 0.00245006 0.516318 -0.00243407 -0.000537983 0.00545727 0.11313 -0.0516605 -0.59219 -0.221656 internal_weight=0 9168 82 56 9086 9028 85 8943 8922 8696 64 44 58 226 internal_count=9188 9168 82 56 9086 9028 85 8943 8922 8696 64 44 58 226 cat_boundaries=0 3 5 cat_threshold=2105344 0 512 17301632 2164260993 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=685372 528081 196076 181052 358984 208294 168574 320810 112046 87152.8 26915.5 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=-0.012530048803661528 -1.818801977975028 1.1986051891909706 -1.0039781832695007 -1.1136592344615772 0.5944554437909807 1.553404125031971 -0.26607141410911478 1.2553975944519042 -0.20994198350345386 -0.9807640027432214 0.093943798758766878 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 -0.0101858 -0.0149138 -0.0127599 -0.00925108 0.73706 -0.0145213 -0.00969701 -0.5746 -0.400076 0.33838 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 24 2 4 split_gain=671733 517572 182869 368034 222193 186239 304874 627467 151869 107164 73477.5 63439.1 28189.5 threshold=1144.97 1164.6975000000002 494.73750000000007 344.21500000000003 129.39000000000001 0 441.67528000000004 263.99500000000006 806.46500000000003 2022.5000000000002 1 130.95600000000005 415.60849999999999 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 2 left_child=1 2 3 5 12 6 7 -1 10 -4 -7 -8 -5 right_child=-2 -3 9 4 -6 8 11 -9 -10 -11 -12 -13 -14 leaf_value=-0.1426004513075291 -1.8006139500935874 1.18661923011144 -1.0452327597141267 0.59370063408561369 1.6156926937103271 0.027949743694521335 -0.98577047864596057 1.326422072092692 0.82965822826732294 -0.20270932704210282 -0.032542371541780621 -0.32678967146646409 0.093004360632462937 leaf_weight=944 21 36 26 23 20 4002 48 30 22 36 4010 21 22 leaf_count=944 21 36 26 23 20 4002 48 30 22 36 4010 21 22 internal_value=0 -0.0100839 -0.0147646 -0.0110939 0.738693 -0.0164631 -0.141502 -0.0973534 -5.38887e-05 -0.556026 -0.00233225 -0.785211 0.348916 internal_weight=0 9240 9204 9142 65 9077 1043 974 8034 62 8012 69 45 internal_count=9261 9240 9204 9142 65 9077 1043 974 8034 62 8012 69 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 5 5 6 19 0 1 0 5 split_gain=658365 331058 280049 135059 178445 402071 172033 150299 141579 96149.7 88193.1 48172.3 threshold=1144.97 1412.3803750000002 1062.9250000000002 0 385.88250000000005 285.37500000000006 177.35000000000002 362.77500000000003 583.76964000000009 177.05000000000004 27.198000000000004 677.46500000000015 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 11 -5 -6 right_child=-2 -3 -4 7 9 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.070830519638213504 -1.782607808794294 1.2752035961151122 0.83282701736841447 -0.00801247828687013 -0.62124012374877935 1.3270923508405685 -0.52111387225952777 0.84507597332909001 -0.82204175290607273 -1.1821980724334717 0.14018755554591908 0.003232583545503162 leaf_weight=1255 21 20 39 7277 30 20 91 21 21 20 425 21 leaf_count=1255 21 20 39 7277 30 20 91 21 21 20 425 21 internal_value=0 -0.00998313 -0.012771 -0.016363 -0.105035 -0.08036 -0.101273 0.000226544 -0.00207044 -0.594553 0.00016527 -0.364104 internal_weight=0 9240 9220 9181 1437 1366 1346 7744 7723 71 7702 51 internal_count=9261 9240 9220 9181 1437 1366 1346 7744 7723 71 7702 51 cat_boundaries=0 3 cat_threshold=100663680 218169344 256 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=296356 606628 210886 1.81356e+06 601850 179886 147243 102281 92355.6 86368.5 821.494 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=-0.0080853613940394149 1.1453932155262341 -1.6044052060445151 0.18033820088704428 3.133060461044312 -1.6693892912431196 0.71261528856614065 -0.069718015719268278 -0.369505236722246 -0.56990543108720049 -0.58911273411980691 -0.48465834617614745 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 -0.0166231 -0.0124878 0.453757 -0.0173962 -0.013401 -0.0161247 -0.0112813 -0.251323 -0.35156 -0.532841 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 5 1 1 26 3 4 split_gain=644296 499300 189245 173251 343798 199979 160540 314111 108432 87866.6 4896.57 threshold=1144.97 1164.6975000000002 1279.9550000000002 494.73750000000007 344.21500000000003 67.800000000000011 497.97750000000002 453.00000000000006 2022.5000000000002 98.25500000000001 432.41388000000001 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=-0.012049512338707047 -1.7633301671346029 1.1656419338782629 -0.98602821493148807 -1.0921253730939782 1.0231733560562133 -0.050795226530595261 -0.25565640315904725 1.2425709896087647 -0.20310375301276934 -0.9732696982508614 1.2393676981925965 leaf_weight=8931 21 36 20 23 22 22 91 20 34 21 20 leaf_count=8931 21 36 20 23 22 22 91 20 34 21 20 internal_value=0 -0.00974766 -0.014345 -0.012229 -0.00879659 0.721557 -0.0139541 -0.0092462 -0.561832 -0.390209 1.12612 internal_weight=0 9240 9204 9184 9127 64 9063 8951 57 112 42 internal_count=9261 9240 9204 9184 9127 64 9063 8951 57 112 42 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=325187 191293 331490 187610 183430 144156 132039 136915 32843.2 20189.3 8074.98 threshold=1422.3575000000001 967.31750000000011 806.46500000000003 1295.4950000000001 0 492.13750000000005 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=-0.06131641349484844 1.2405575343540738 -0.80247505732377378 1.1737560081481935 0.11912493367348947 -0.0022738735805311362 0.82722643080211822 0.67137686992513723 -0.70265737635748726 -0.3014831154806572 -0.5632405450695851 -0.22475007117804835 leaf_weight=62 21 30 37 31 8813 21 29 28 57 61 59 leaf_count=62 21 30 37 31 8813 21 29 28 57 61 59 internal_value=0 -0.00524803 -0.00264782 0.692968 -0.00782875 -0.000322702 -0.00228231 -0.00449203 -0.275518 -0.402674 -0.130243 internal_weight=0 9228 9198 68 9130 8891 8870 8841 239 118 121 internal_count=9249 9228 9198 68 9130 8891 8870 8841 239 118 121 cat_boundaries=0 2 3 cat_threshold=8192 2214592512 3274 is_linear=0 shrinkage=0.01 Tree=421 num_leaves=12 num_cat=0 split_feature=4 5 0 0 1 1 2 1 1 19 1 split_gain=318715 589125 292442 233907 211513 291623 271489 222240 281896 178655 28461.2 threshold=1422.3575000000001 1279.9550000000002 806.46500000000003 1295.4950000000001 736.8325000000001 438.04750000000007 1071.6575 497.97750000000002 603.77750000000015 492.13750000000005 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 9 -7 -9 -1 -6 right_child=-2 -3 3 -5 10 7 -8 8 -10 -11 -12 leaf_value=-0.011990805719169939 1.2281518809000651 -1.5699014004071554 1.2055960541301303 0.010007101694742839 -0.41565565202385191 1.2685351156419322 1.1284580346516202 -0.59722924771516217 1.0260732241868973 0.93419386291503914 -0.86597331161499025 leaf_weight=8966 21 24 36 30 32 31 21 23 20 20 25 leaf_count=8966 21 24 36 30 32 31 21 23 20 20 25 internal_value=0 -0.00519555 -0.00111549 0.662147 -0.00590595 -0.00209429 -0.00723083 0.623105 0.157795 -0.0098849 -0.613163 internal_weight=0 9228 9204 66 9138 9081 9007 74 43 8986 57 internal_count=9249 9228 9204 66 9138 9081 9007 74 43 8986 57 is_linear=0 shrinkage=0.01 Tree=422 num_leaves=12 num_cat=1 split_feature=4 5 0 1 26 1 1 26 2 25 1 split_gain=312373 577621 286272 230948 509766 207583 286453 231476 196961 150092 27894.8 threshold=1422.3575000000001 1204.8925000000002 806.46500000000003 49.650000000000006 2022.5000000000002 736.8325000000001 462.80000000000007 2022.5000000000002 1071.6575 0 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 2 9 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=-0.26125427548021207 1.2158704230898902 -1.4142349262895255 -0.84206114075400607 1.4380600929260254 1.3638279180526736 -0.41149909593164924 1.3086908798217776 0.055782102181993684 0.93882683298804537 -0.0019145811299714768 -0.85731358108520517 leaf_weight=219 21 29 22 24 20 32 30 29 22 8776 25 leaf_count=219 21 29 22 24 20 32 30 29 22 8776 25 internal_value=0 -0.0051436 -0.000701413 0.655525 0.208362 -0.00544366 -0.00166551 0.692854 -0.00620989 -0.00852126 -0.607032 internal_weight=0 9228 9199 66 42 9133 9076 59 9017 8995 57 internal_count=9249 9228 9199 66 42 9133 9076 59 9017 8995 57 cat_boundaries=0 2 cat_threshold=8192 67108864 is_linear=0 shrinkage=0.01 Tree=423 num_leaves=11 num_cat=1 split_feature=4 5 0 0 1 1 26 19 25 1 split_gain=306158 566943 280918 228732 203180 281081 226870 173895 152751 27339.7 threshold=1422.3575000000001 1279.9550000000002 806.46500000000003 1295.4950000000001 736.8325000000001 462.80000000000007 2022.5000000000002 492.13750000000005 0 1272.8850000000002 decision_type=2 2 2 2 2 2 2 2 9 2 left_child=1 2 4 -4 5 7 -7 8 -1 -6 right_child=-2 -3 3 -5 9 6 -8 -9 -10 -11 leaf_value=-0.25489397959806481 1.2037117549351284 -1.5400600473086039 1.1863739977942573 0.0040848312377929682 -0.40738410621881488 1.2956039276123048 0.055224323807091552 0.92487105488777166 -0.0017261662802443467 -0.8487404609680177 leaf_weight=235 21 24 36 30 32 30 29 20 8767 25 leaf_count=235 21 24 36 30 32 30 29 20 8767 25 internal_value=0 -0.00509501 -0.0010925 0.64897 -0.00578763 -0.00205182 0.685926 -0.00655089 -0.00862026 -0.600961 internal_weight=0 9228 9204 66 9138 9081 59 9022 9002 57 internal_count=9249 9228 9204 66 9138 9081 59 9022 9002 57 cat_boundaries=0 2 cat_threshold=8192 2214592512 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=300067 213776 364196 456871 242065 194510 171708 123003 128516 118598 2989.92 threshold=1422.3575000000001 736.8325000000001 438.04750000000007 497.97750000000002 1071.6575 362.77500000000003 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=-0.41845146465301514 1.1916746375674294 -0.92114676331862433 1.57311435583866 -0.52880880393981933 1.0410144883936101 0.7348309116363525 0.6977666908218747 -0.0060704353366198768 -0.80858090209960931 -0.10659902572631837 -0.31215569402657301 leaf_weight=55 21 39 33 25 22 35 21 8894 20 33 51 leaf_count=55 21 39 33 25 22 35 21 8894 20 33 51 internal_value=0 -0.00504684 -0.000778701 0.675261 -0.00666249 -0.00920792 0.0311496 -0.012095 -0.00786218 -0.547812 -0.335645 internal_weight=0 9228 9156 79 9077 9055 46 9020 8914 72 106 internal_count=9249 9228 9156 79 9077 9055 46 9020 8914 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=512020 315221 163730 226788 171674 339696 190509 115618 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1052.6300000000003 492.13750000000005 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=-0.034594540876500747 1.5946600875854493 -1.1763375688635784 -0.0068880022296606861 0.80522443943336353 0.78682635413275825 -0.99501606123788022 0.92149046464399864 -0.39604801927294048 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 -0.00709721 -0.00418645 0.336448 -0.00936896 -0.011746 -0.00794249 -0.0102079 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=501830 308948 160472 222275 168257 203450 292449 84627.5 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=-0.034248603512259092 1.578713466644287 -1.1645742366624916 -0.014622230816777243 0.7971722061907659 0.77895808714407466 -1.0191044836044312 1.1693171989350091 0.36534954410488324 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 -0.00702624 -0.00414459 0.333083 -0.00927527 -0.0116286 -0.0094053 -0.0121429 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=491844 302800 157279 217852 164909 332707 186232 113266 threshold=1530.8125000000002 1279.9550000000002 0 2022.5000000000002 1064.4750000000001 1052.6300000000003 492.13750000000005 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=-0.033906125461353971 1.5629263305664063 -1.1529284236742103 -0.0067019554628385001 0.78920052762891435 0.77116853360776549 -0.98461407893044606 0.91119277607310911 -0.39188351042858971 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 -0.00695598 -0.00410314 0.329753 -0.00918251 -0.0115123 -0.00774808 -0.0099879 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=482056 296774 154149 156123 609648 509332 276528 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=0.32645507815930486 1.5472970352172852 -1.1413992035907248 -0.010979631362662121 -0.87033648490905768 1.6555437469482421 -1.5667067350660051 0.87960900061471126 leaf_weight=129 20 23 9011 21 22 21 35 leaf_count=129 20 23 9011 21 22 21 35 internal_value=0 -0.00688642 -0.00406211 -0.00909069 -0.0071108 -0.011145 -0.00753384 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=472461 290870 151295 213517 161475 325769 99085.5 131128 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=-0.036831607748480405 1.5318240470886231 -1.1299851981453275 -0.0024648939388882182 0.77804397411033765 0.7631841620692501 -0.97420764936719628 -0.71066802215576175 -0.41426362202717704 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 -0.00681403 -0.00401795 0.323425 -0.00899978 -0.0113051 -0.00758032 -0.00602275 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=310537 337565 292101 301262 299191 328203 317536 124031 69814.3 threshold=1206.0675000000003 1064.4750000000001 1164.4950000000001 1183.6900000000003 665.43750000000011 484.01500000000004 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=-0.0036303833966939824 -1.2211692785081409 1.0925801467895508 -0.90609340932634141 0.98058362653178555 -1.3779045858553476 1.2243600820458453 -1.0015309345722199 -0.33543409342765806 0.45336508296430111 leaf_weight=9056 21 28 36 31 21 23 32 25 24 leaf_count=9056 21 28 36 31 21 23 32 25 24 internal_value=0 -0.00375545 -0.00707481 -0.00356149 -0.00688449 -0.00283357 -0.00714412 -0.811345 0.830661 internal_weight=0 9276 9248 9212 9181 9135 9088 46 47 internal_count=9297 9276 9248 9212 9181 9135 9088 46 47 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=304358 443308 287055 361122 220319 455469 261141 230567 107214 42732.4 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=-0.0060104574544526624 -1.2089575983229137 1.4834805870056154 0.8604247755753367 -1.3527785015106202 -0.013518452757880802 1.7104110511144004 0.20206993146376179 -1.0085108976778776 -0.58449880383231423 -1.2231690831184387 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 -0.0037179 -0.00693138 -0.0105069 -0.00758832 -0.00352394 0.989031 -0.00854732 -0.596924 -0.888628 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=247150 419300 440915 322679 205671 156595 209026 20127.6 threshold=1205.5225000000003 1183.6900000000003 1422.3575000000001 1144.97 1164.4950000000001 665.43750000000011 487.50000000000006 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=-0.0053926028727470767 -0.84511619554247175 1.0739169369803534 -1.4905795936584474 1.0874190097384984 -0.91318045501708978 -0.81947110283942448 0.67784178357654146 -0.39554795871178305 leaf_weight=9064 35 36 20 27 25 21 45 24 leaf_count=9064 35 36 20 27 25 21 45 24 internal_value=0 -0.00320638 -0.00740933 -0.00418715 -0.00739811 -0.00492437 -0.00201731 -0.593379 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 4 7 26 6 split_gain=297748 434200 275290 346263 215963 446990 225648 170340 104967 41873.4 threshold=1206.0675000000003 1211.5375000000001 1183.6900000000003 1422.3575000000001 591.48000000000013 438.33250000000004 1219.7885000000003 492.37500000000006 2022.5000000000002 44.590000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 -6 -10 right_child=-2 -3 -4 -5 8 7 -8 -9 9 -11 leaf_value=-0.0056079393907602819 -1.1957003348214286 1.4682218742370605 0.84259635373165742 -1.3246676445007324 -0.01366394647530147 1.6674016907101585 -0.99735701312189518 0.37788918399810789 -0.5784978212009777 -1.2107166937589644 leaf_weight=9071 21 20 38 20 21 21 23 20 22 20 leaf_count=9071 21 20 38 20 21 21 23 20 22 20 internal_value=0 -0.00361946 -0.00679975 -0.0103013 -0.00744334 -0.00341933 -0.00811621 1.03837 -0.590924 -0.879554 internal_weight=0 9276 9256 9218 9198 9135 9094 41 63 42 internal_count=9297 9276 9256 9218 9198 9135 9094 41 63 42 is_linear=0 shrinkage=0.01 Tree=434 num_leaves=9 num_cat=1 split_feature=12 10 1 13 13 5 4 25 split_gain=291823 425559 269812 150969 617298 409142 372835 125733 threshold=1206.0675000000003 1211.5375000000001 1183.6900000000003 548.95500000000004 874.60000000000014 1279.9550000000002 1295.4950000000001 0 decision_type=2 2 2 2 2 2 2 9 left_child=1 2 3 5 -5 6 7 -1 right_child=-2 -3 -4 4 -6 -7 -8 -9 leaf_value=0.29277258651843968 -1.1837433226193701 1.4535395965576172 0.83417043585526318 1.8137411135718935 -0.55763400824173637 -1.4072164753505163 -1.373658273458481 -0.01138641226532571 leaf_weight=128 21 20 38 21 23 21 20 9005 leaf_count=128 21 20 38 21 23 21 20 9005 internal_value=0 -0.00358326 -0.00673176 -0.0101983 0.574159 -0.0130009 -0.00980215 -0.00681549 internal_weight=0 9276 9256 9218 44 9174 9153 9133 internal_count=9297 9276 9256 9218 44 9174 9153 9133 cat_boundaries=0 1 cat_threshold=8320 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=254609 322597 231443 205612 178015 241047 192938 147294 55994.3 threshold=1206.0675000000003 1530.8125000000002 736.93000000000006 1236.1260000000004 20.073625000000003 1236.1260000000004 263.99500000000006 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=0.0058229366922988622 -1.1018400893892559 1.2691682586669921 1.0463725126357306 -0.89265775240384615 -0.26652793384887075 0.98603699111938481 -1.2019218068122863 -0.53314113785238826 0.085027069916327788 leaf_weight=8821 21 20 21 26 185 25 20 51 60 leaf_count=8821 21 20 21 26 185 25 20 51 60 internal_value=0 0.000512348 -0.0022429 -0.00463961 -0.00211958 0.00548779 -0.257526 0.00272474 -0.180433 internal_weight=0 9229 9209 9188 9162 8897 265 8872 245 internal_count=9250 9229 9209 9188 9162 8897 265 8872 245 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=249542 316177 226837 201520 174473 236250 189098 139573 54880 threshold=1206.0675000000003 1530.8125000000002 736.93000000000006 1236.1260000000004 20.073625000000003 1236.1260000000004 263.99500000000006 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=0.0048059371659280384 -1.090821654399236 1.2564766540527346 1.0359087798708961 -0.88373119941124545 -0.26386265419947136 0.97617671279907225 -1.1899025952816009 -0.74343739128112785 0.084176801095406206 leaf_weight=8847 21 20 21 26 185 25 20 25 60 leaf_count=8847 21 20 21 26 185 25 20 25 60 internal_value=0 0.000507225 -0.00222047 -0.00459321 -0.00209839 0.00543291 -0.254951 0.0026975 -0.178629 internal_weight=0 9229 9209 9188 9162 8897 265 8872 245 internal_count=9250 9229 9209 9188 9162 8897 265 8872 245 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 14 14 14 14 split_gain=235452 683736 591043 270026 274399 247747 131526 141680 99218.4 149543 92496.7 28770.6 3714.77 4382.3 1249.66 threshold=20.073625000000003 548.95500000000004 352.38000000000005 1236.1260000000004 1374.9750000000004 1279.9550000000002 802.66250000000002 1013.1050000000001 35.001570000000008 265.62000000000006 119.77250000000002 362.12500000000006 159.56250000000003 223.98000000000002 109.09500000000001 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 -10 11 12 14 -14 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 leaf_value=0.0038493082768175819 -0.11356185063090124 1.4661068016290666 -1.9007263565063477 0.98224380220685692 -1.1167589018561623 -1.1102960357666016 -0.65707013607025144 0.69223504193623864 -0.23555102606077452 0.73308342865535192 -0.91367362117767326 -0.45224236406598772 -0.29083742824884562 -0.10134217625078948 -0.024072406381368636 leaf_weight=8807 71 32 21 28 22 20 30 30 37 28 20 35 26 23 20 leaf_count=8807 71 32 21 28 22 20 30 30 37 28 20 35 26 23 20 internal_value=0 0.00697953 -0.286987 0.00175495 -0.00132661 0.00143467 0.00394224 0.00618625 -0.156646 0.181707 -0.26943 -0.195803 -0.131693 -0.201891 -0.0938938 internal_weight=0 8969 281 8937 8909 8887 8867 8837 260 65 195 175 140 49 91 internal_count=9250 8969 281 8937 8909 8887 8867 8837 260 65 195 175 140 49 91 is_linear=0 shrinkage=0.01 Tree=438 num_leaves=15 num_cat=0 split_feature=14 13 1 1 4 5 1 9 5 14 0 3 14 14 split_gain=230767 670130 579282 264653 268939 242816 128909 126234 97243.9 146567 90656 28451.4 10783.7 844.823 threshold=20.073625000000003 548.95500000000004 352.38000000000005 1236.1260000000004 1374.9750000000004 1279.9550000000002 802.66250000000002 690.66750000000013 35.001570000000008 265.62000000000006 119.77250000000002 98.25500000000001 362.12500000000006 159.56250000000003 decision_type=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 -10 11 12 13 -2 right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 leaf_value=0.0086729722912161286 -0.089771742977020216 1.451445655822754 -1.8817191223871141 0.97242130075182232 -1.1055913209915162 -1.0991930456161501 -0.65049943065643301 -0.55437282776832586 -0.23319551951176412 0.72575260911669048 -0.90453689098358159 -0.54880797028541561 -0.32568282399858745 -0.14369443419906827 leaf_weight=8797 82 32 21 28 22 20 30 40 37 28 20 20 28 45 leaf_count=8797 82 32 21 28 22 20 30 40 37 28 20 20 28 45 internal_value=0 0.00690974 -0.284117 0.0017374 -0.00131335 0.00142032 0.00390281 0.00612439 -0.15508 0.17989 -0.266736 -0.193845 -0.148043 -0.108878 internal_weight=0 8969 281 8937 8909 8887 8867 8837 260 65 195 175 155 127 internal_count=9250 8969 281 8937 8909 8887 8867 8837 260 65 195 175 155 127 is_linear=0 shrinkage=0.01 Tree=439 num_leaves=10 num_cat=0 split_feature=12 5 4 18 14 1 1 11 5 split_gain=242156 323865 286526 220672 163566 222260 175720 145962 51560.2 threshold=1206.0675000000003 1341.6425000000002 1341.6425000000002 736.93000000000006 20.073625000000003 1236.1260000000004 263.99500000000006 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=0.0057360153216917207 -1.0745280532609849 1.1856862059883451 -1.1171750043786091 1.0242827815101261 -0.25585183495162311 0.94686820373535152 -1.1480804521441459 -0.5307854464474846 0.081496789415677395 leaf_weight=8821 21 23 23 21 185 25 20 51 60 leaf_count=8821 21 23 23 21 185 25 20 51 60 internal_value=0 0.000528805 -0.00243216 0.000359859 -0.00198705 0.00530505 -0.246809 0.00265186 -0.173236 internal_weight=0 9229 9206 9183 9162 8897 265 8872 245 internal_count=9250 9229 9206 9183 9162 8897 265 8872 245 is_linear=0 shrinkage=0.01 Tree=440 num_leaves=11 num_cat=0 split_feature=5 0 4 0 6 5 0 19 3 5 split_gain=729578 193451 275470 274656 136164 177989 174250 146656 49152.8 7356.64 threshold=1435.0600000000002 1165.3425000000004 1341.6425000000002 1587.2775000000001 1341.6425000000002 460.42500000000007 831.91125000000011 492.13750000000005 42.190000000000005 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=0.0045716978079743779 1.9144657659530639 1.5265077247619629 -1.1729328665733336 -0.11091926938011533 0.82616883277893072 -0.20813628731351913 -0.82937040710449228 0.78731819391250613 -0.84426003714402509 -0.43555527133941652 leaf_weight=9019 20 20 20 21 20 33 25 24 24 25 leaf_count=9019 20 20 20 21 20 33 25 24 24 25 internal_value=0 0.00245255 -0.000605156 0.687826 0.00195172 0.000150153 0.00434423 0.0066491 -0.463654 -0.306162 internal_weight=0 9231 9190 41 9170 9150 9068 9043 82 58 internal_count=9251 9231 9190 41 9170 9150 9068 9043 82 58 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=715060 177275 226594 186332 214512 544332 173753 149340 135498 107466 8884.42 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 736.8325000000001 0 1 2022.5000000000002 582.96000000000015 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=0.27901081029325725 1.8953211317062377 0.70279158751169846 -1.0378865341913133 -0.5269158251512619 -0.004983759983388146 -0.0748040482691959 0.80005716551095252 0.83554503758748366 -0.42367590079322837 -0.83957901310920724 -0.82141350364685051 leaf_weight=128 20 36 21 21 8532 226 128 21 78 20 20 leaf_count=128 20 36 21 21 8532 226 128 21 78 20 20 internal_value=0 0.00242802 -0.000314022 0.00206106 0.00508066 0.203952 0.519251 -0.0067147 -0.00877679 -0.13163 -0.670573 internal_weight=0 9231 9195 9174 9133 502 256 8631 8610 246 41 internal_count=9251 9231 9195 9174 9133 502 256 8631 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 4 25 24 0 0 4 11 split_gain=450252 213117 192148 238645 2.19393e+06 170733 247249 639554 241192 202201 11045.6 9608.44 threshold=1422.3575000000001 1341.6425000000002 1064.4750000000001 308.62500000000006 62.300000000000004 494.73750000000007 0 1 831.91125000000011 52.095000000000006 947.25000000000011 42.494000000000007 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 5 11 6 7 -1 -8 10 -7 -5 right_child=-2 -3 -4 4 -6 9 8 -9 -10 -11 -12 -13 leaf_value=0.59822777815933881 1.5052523193359375 0.92524914245605472 -0.85775061100721361 -0.35886884808540342 3.0972475075721739 -0.26428499694913626 -0.0064035837199766599 -0.15371928131371213 -0.80486349055641582 -1.3116948077792214 0.035290187239646914 -0.6131760684649149 leaf_weight=222 20 25 26 39 24 32 8542 218 38 21 20 24 leaf_count=222 20 25 26 39 24 32 8542 218 38 21 20 24 internal_value=0 0.00320781 0.000703892 0.00313524 0.524389 -0.00185201 0.00204619 0.230535 -0.00992831 -0.483519 -0.149064 -0.455748 internal_weight=0 9231 9206 9180 87 9093 9020 440 8580 73 52 63 internal_count=9251 9231 9206 9180 87 9093 9020 440 8580 73 52 63 cat_boundaries=0 2 3 cat_threshold=17309824 2164260864 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 5 split_gain=697893 189068 591530 269855 130424 173930 168899 142790 55664.4 6905.21 threshold=1435.0600000000002 1165.3425000000004 2022.5000000000002 1341.6425000000002 1341.6425000000002 460.42500000000007 831.91125000000011 492.13750000000005 174.37500000000003 736.8325000000001 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=0.004462474212244571 1.8723854198455812 -0.49228336152576263 1.9107268662452697 -1.1609891147613527 0.80851976013183591 -0.39715757943488456 -0.81657064361572274 0.77682272911071781 -0.91712429904937753 -0.18202139453887939 leaf_weight=9019 20 21 20 20 20 37 25 24 20 25 leaf_count=9019 20 21 20 20 20 37 25 24 20 25 internal_value=0 0.0023525 0.679917 -0.00067037 0.00186031 9.71238e-05 0.00424311 0.00651231 -0.458388 -0.310409 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 19 1 5 split_gain=684004 185306 579758 264485 127829 170469 165538 139948 54556.7 6767.8 threshold=1435.0600000000002 1165.3425000000004 2022.5000000000002 1341.6425000000002 1341.6425000000002 460.42500000000007 831.91125000000011 492.13750000000005 174.37500000000003 736.8325000000001 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=0.0044178501682171989 1.8536614456176759 -0.48736047653924852 1.8916196451187133 -1.149379246711731 0.80043453788757324 -0.39318600661045799 -0.80840492095947269 0.76905452330907187 -0.90795302200317385 -0.18020118484497072 leaf_weight=9019 20 21 20 20 20 37 25 24 20 25 leaf_count=9019 20 21 20 20 20 37 25 24 20 25 internal_value=0 0.00232897 0.673118 -0.000663666 0.00184171 9.61534e-05 0.00420068 0.00644719 -0.453805 -0.307305 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=291281 206130 200438 156186 922920 375195 116293 148942 477093 130355 103207 75154.7 47111.4 30460.6 threshold=1530.8125000000002 1064.4750000000001 503.46500000000009 362.77500000000003 492.37500000000006 441.67528000000004 515.86500000000012 308.62500000000006 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=-0.0039714946535241158 1.1772286151704334 0.82571417109171552 -0.87404788226717045 1.0720769228254046 2.2097827911376955 -0.2963271297812462 0.17922593752543134 -0.045331835349400836 1.7626976642608643 -1.006602743069331 -0.37169579050757667 -0.10949807643890382 0.19475887775421144 -0.31734847688674928 leaf_weight=8701 21 30 36 28 22 105 21 54 20 24 77 20 24 30 leaf_count=8701 21 30 36 28 22 105 21 54 20 24 77 20 24 30 internal_value=0 -0.0018469 -0.00455666 -0.000888695 0.291582 0.0227899 -0.00675319 -0.00343092 0.443325 -0.398869 -0.00719715 -0.600994 -0.204962 -0.112877 internal_weight=0 9192 9162 9106 179 157 8927 8852 74 75 8778 56 129 51 internal_count=9213 9192 9162 9106 179 157 8927 8852 74 75 8778 56 129 51 is_linear=0 shrinkage=0.01 Tree=446 num_leaves=12 num_cat=0 split_feature=5 4 9 0 2 1 0 1 0 0 0 split_gain=374214 259909 223317 148435 288956 181382 199363 237214 142827 117599 99753.2 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 303.37500000000006 1341.6425000000002 449.26500000000004 362.77500000000003 497.97750000000002 1265.0725000000002 866.75000000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 9 6 7 -1 -8 10 -5 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12 leaf_value=-0.0060703066407871535 1.3342150461106073 -1.0878358823602849 0.89208898408072335 -0.93404339495159339 0.60396356718880795 -0.92670265742710656 1.2379754309220747 0.41629662118369232 0.15252439710828994 -1.3399631066755817 0.029512051669034093 leaf_weight=8851 21 22 28 21 21 21 22 135 27 22 22 leaf_count=8851 21 22 28 21 21 21 22 135 27 22 22 internal_value=0 -0.00221398 0.000390569 -0.00234051 -0.415833 0.0015862 0.00374382 0.000275068 0.63987 -0.745305 -0.441062 internal_weight=0 9192 9170 9142 86 9056 9035 8986 49 65 43 internal_count=9213 9192 9170 9142 86 9056 9035 8986 49 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=366767 254736 218873 145482 283205 161514 214064 170334 138281 115258 111926 97768.1 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 303.37500000000006 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=-0.0020504034957560487 1.3208730080014184 -1.0769575396451083 0.88316809790475037 -0.92470295361110144 0.59792385237557544 1.1263179166500386 1.0891274897257488 -0.10120012858510018 -0.519232032940938 -1.3265634779496625 0.1282443922216242 0.029216899004849521 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 -0.00219184 0.000386662 -0.00231711 -0.411674 0.00157034 -0.0014472 0.592614 -0.00505157 -0.737852 0.657711 -0.436651 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 8 0 0 0 split_gain=359469 249667 214518 142586 277570 158300 209804 166944 137067 112965 109699 95822.5 threshold=1435.0600000000002 1374.9750000000004 1064.4750000000001 649.85000000000014 303.37500000000006 451.12500000000006 449.26500000000004 765.88 1058.7500000000002 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=-0.0029743151489907433 1.3076642735799155 -1.0661879487471146 0.87433640480041508 -0.91545592171805246 0.5919446849822998 1.1150547511761004 1.0782361853564226 -0.10018812561035156 -0.75970769584178921 -1.313297800584273 0.12696195515719327 0.028924745212901726 leaf_weight=8937 21 22 28 21 21 26 27 20 24 22 22 22 leaf_count=8937 21 22 28 21 21 26 27 20 24 22 22 22 internal_value=0 -0.00216992 0.000382796 -0.00229394 -0.407557 0.00155463 -0.00143273 0.586688 -0.00500105 -0.730474 0.651133 -0.432284 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=16 num_cat=1 split_feature=5 4 1 0 0 24 0 0 0 1 0 19 6 5 26 split_gain=352315 244699 176043 744412 326583 324445 675012 355454 493178 194642 183202 105788 139224 98828.8 50358.3 threshold=1435.0600000000002 1374.9750000000004 40.213800000000006 960.86250000000007 649.85000000000014 0 190.42000000000004 290.03125000000006 143.49000000000004 100.46247000000001 449.26500000000004 362.77500000000003 470.16250000000008 67.800000000000011 2022.5000000000002 decision_type=2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 10 6 9 8 -7 -4 11 12 -1 -9 -6 right_child=-2 -3 3 -5 14 7 -8 13 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.0076451482419617901 1.2945874532063804 -1.0555260857668791 1.0117363394223728 1.9301112680849821 -1.0945087867516738 -0.059037959340146218 2.1755586624145509 -0.45956002800552931 1.2028029767204733 0.041510804990435586 0.70564109855227997 0.60441012348447531 -0.46531087848677566 -1.3742435982113792 -0.49322097396850589 leaf_weight=8382 21 22 26 23 26 348 21 27 34 101 36 28 67 21 30 leaf_count=8382 21 22 26 23 26 348 21 27 34 101 36 28 67 21 30 internal_value=0 -0.00214822 0.000378967 0.165823 -0.0112247 0.0956182 0.48218 -0.047539 0.0532725 0.24014 -0.00621766 -0.00924077 -0.0112744 -0.859734 -0.77239 internal_weight=0 9192 9170 601 8569 578 148 430 382 127 8513 8477 8449 48 56 internal_count=9213 9192 9170 601 8569 578 148 430 382 127 8513 8477 8449 48 56 cat_boundaries=0 1 cat_threshold=536 is_linear=0 shrinkage=0.01 Tree=450 num_leaves=9 num_cat=0 split_feature=0 0 5 4 10 17 2 0 split_gain=281667 282435 356435 252806 216502 150512 119013 104401 threshold=1587.2775000000001 1062.9250000000002 1341.6425000000002 1341.6425000000002 1064.4750000000001 40.213800000000006 967.31750000000011 48.874000000000002 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=-0.004968217678444178 -1.1905156612396242 1.0809017483393353 1.2379945191093114 -1.104378848302932 0.98489815972068084 -0.19566018219232897 0.54865447582342686 -0.88074088224997893 leaf_weight=8911 20 24 23 21 22 154 39 26 leaf_count=8911 20 24 23 21 22 154 39 26 internal_value=0 -0.00249608 -0.00532357 -0.00844101 -0.00592629 -0.00831382 -0.00255578 -0.294616 internal_weight=0 9220 9196 9173 9152 9130 8950 180 internal_count=9240 9220 9196 9173 9152 9130 8950 180 is_linear=0 shrinkage=0.01 Tree=451 num_leaves=10 num_cat=0 split_feature=1 0 13 13 4 0 0 2 6 split_gain=382344 261037 230981 428080 327149 225608 207250 176451 159707 threshold=967.31750000000011 806.46500000000003 1064.4750000000001 548.95500000000004 1295.4950000000001 1295.4950000000001 429.49500000000006 1120.4650000000004 415.60849999999999 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 -3 -2 8 -1 right_child=6 5 -4 -5 -6 -7 -8 -9 -10 leaf_value=-0.00032216246471941429 -0.26245766663551329 1.2933121648328056 -1.0516155851454962 1.2329266139439174 -1.2521426427932014 -0.017409566243489584 -1.4822718106783352 0.82006627357923068 -0.38897059414988372 leaf_weight=8928 30 29 21 28 21 24 26 26 107 leaf_count=8928 30 29 21 28 21 24 26 26 107 internal_value=0 6.18997e-06 -0.00405557 -0.00164077 -0.00544697 0.699778 -0.8288 -0.0025576 -0.00492486 internal_weight=0 9184 9131 9110 9082 53 56 9061 9035 internal_count=9240 9184 9131 9110 9082 53 56 9061 9035 is_linear=0 shrinkage=0.01 Tree=452 num_leaves=12 num_cat=0 split_feature=1 5 0 4 26 0 17 16 13 11 16 split_gain=374735 299270 271893 341534 243017 203125 139147 146571 133100 77396.2 35644.2 threshold=967.31750000000011 1341.6425000000002 806.46500000000003 1295.4950000000001 2022.5000000000002 429.49500000000006 40.213800000000006 466.8300000000001 283.87500000000006 110.25000000000001 110.14500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -4 -2 7 8 -1 10 -8 right_child=5 -3 4 -5 -6 -7 9 -9 -10 -11 -12 leaf_value=0.0025780859196561346 -0.25983309857050579 1.1152193256219227 -0.036434435637100887 -1.2514510627226396 1.3508326963015966 -1.4674490701235257 -0.11944617882370949 0.67705392658710484 -0.42618681185866053 -0.86928294754028312 -0.46928944978576442 leaf_weight=8808 30 24 23 22 28 26 115 32 73 20 39 leaf_count=8808 30 24 23 22 28 26 115 32 73 20 39 internal_value=0 6.12751e-06 -0.00291583 -0.00699246 0.725202 -0.820512 -0.00397957 0.00148792 -0.000946274 -0.284047 -0.208043 internal_weight=0 9184 9160 9109 51 56 9087 8913 8881 174 154 internal_count=9240 9184 9160 9109 51 56 9087 8913 8881 174 154 is_linear=0 shrinkage=0.01 Tree=453 num_leaves=10 num_cat=0 split_feature=1 10 5 0 0 4 13 2 4 split_gain=367278 296358 303374 199083 180733 275528 128198 152321 37673.5 threshold=967.31750000000011 1211.5375000000001 1374.9750000000004 429.49500000000006 1062.9250000000002 1295.4950000000001 218.29500000000002 1120.4650000000004 168.37500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 6 7 -1 -8 right_child=3 -3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.0033057604182931688 -0.25723475766181947 1.2159681739807129 1.2276206665039062 -1.4527745855771579 0.74487005963921549 -1.1520939007259552 -0.4181345055003961 0.74892754077911383 0.049456155640738353 leaf_weight=8947 30 20 20 26 32 21 96 27 21 leaf_count=8947 30 20 20 26 32 21 96 27 21 internal_value=0 6.06693e-06 -0.00264771 -0.812307 -0.00533859 -0.00797321 -0.00533032 -0.00104252 -0.334208 internal_weight=0 9184 9164 56 9144 9112 9091 8974 117 internal_count=9240 9184 9164 56 9144 9112 9091 8974 117 is_linear=0 shrinkage=0.01 Tree=454 num_leaves=15 num_cat=3 split_feature=1 10 5 13 25 24 26 25 3 1 26 12 10 13 split_gain=359969 290461 297337 141342 124640 543469 570878 230984 125577 134000 87762.5 30515.7 42498.9 17976 threshold=967.31750000000011 1211.5375000000001 1374.9750000000004 218.29500000000002 0 1 2022.5000000000002 2 1120.4650000000004 441.67528000000004 2022.5000000000002 362.12500000000006 174.37500000000003 305.50000000000006 decision_type=2 2 2 2 9 1 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 -2 12 13 -5 right_child=10 -3 -4 11 8 7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.12260436688700031 -0.34706418275833129 1.2038084754943847 1.2153444552421571 -0.15075909510902738 -0.0082293817756760018 -0.39748267774659446 1.5221514762531627 0.1256838656310682 0.68419136469180775 -0.44756654323850364 -1.1470234422385692 -0.70166738438606258 0.10363097978674848 -0.48368559330159971 leaf_weight=62 24 20 20 23 8437 113 55 260 26 70 32 20 23 55 leaf_count=62 24 20 20 23 8437 113 55 260 26 70 32 20 23 55 internal_value=0 6.0057e-06 -0.00262124 -0.0052852 -0.00073234 0.152728 0.719054 -0.0390489 -0.00971228 -0.0118445 -0.804184 -0.344793 -0.274125 -0.385515 internal_weight=0 9184 9164 9144 9023 490 117 373 8533 8507 56 121 101 78 internal_count=9240 9184 9164 9144 9023 490 117 373 8533 8507 56 121 101 78 cat_boundaries=0 2 3 5 cat_threshold=16785536 2231697408 1537 8320 2147483648 is_linear=0 shrinkage=0.01 Tree=455 num_leaves=15 num_cat=1 split_feature=12 5 12 4 25 4 9 10 10 4 0 4 12 26 split_gain=333707 797068 376722 1.07537e+06 272624 243928 184402 169476 851240 194980 97846 97460.9 33603.2 12750.6 threshold=589.71000000000015 1435.0600000000002 308.62500000000006 62.300000000000004 0 489.67750000000007 74.355000000000004 67.800000000000011 103.13625000000002 344.21500000000003 254.41050000000004 1265.0725000000002 460.42500000000007 2022.5000000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 13 7 -2 9 -9 -6 11 -7 -4 -1 right_child=6 -3 3 -5 5 10 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.38796609787379993 -0.31403688032645732 1.9980655479431153 0.13731131076812744 2.6849256415367124 -0.005057010357921372 -0.099173247940265219 -1.5200049641018822 1.6404468398972563 0.026308171032836 0.60334981396513165 -1.0893503223765979 -0.92059242677688602 -0.42904388952255246 -0.5879705759684245 leaf_weight=68 32 20 22 20 8583 52 21 38 233 53 22 20 20 60 leaf_count=68 32 20 22 20 8583 52 21 38 233 53 22 20 20 60 internal_value=0 0.00390243 -0.00043695 0.776427 -0.00571306 0.00105487 -0.791873 0.00640395 0.252645 -0.00132316 -0.505687 -0.327345 -0.132382 -0.446811 internal_weight=0 9211 9191 62 9129 9001 53 8907 271 8636 94 72 42 128 internal_count=9264 9211 9191 62 9129 9001 53 8907 271 8636 94 72 42 128 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 0 2 2 3 10 9 25 0 26 split_gain=318355 460291 290042 271187 777370 631446 425613 194265 451461 206936 186431 258769 227784 158633 118763 21792.4 threshold=0 1435.0600000000002 1205.5225000000003 64.050000000000011 1 103.13625000000002 201.18750000000003 649.85000000000014 96.632500000000022 967.31750000000011 47.808000000000007 591.48000000000013 8.7520000000000007 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 7 5 -5 -7 9 14 13 11 -6 -12 -2 -9 -1 right_child=1 -3 -4 4 10 6 -8 8 -10 -11 12 -13 -14 -15 -16 -17 leaf_value=-0.38408643631374134 -0.28660170797258616 1.5220294113159178 -0.94705624416470524 2.6442436056137089 -0.085661551511450981 -0.36710721174875893 1.1570429929515771 -0.5633383179999687 0.81259371876716613 0.75737784147262577 -0.22568029363950093 -1.2985436267852781 1.1382249797821045 0.0040770511721048373 -1.4665682379404703 -0.64223122944907529 leaf_weight=68 182 20 32 20 146 27 57 37 20 36 24 20 25 8463 24 63 leaf_count=68 182 20 32 20 146 27 57 37 20 36 24 20 25 8463 24 63 internal_value=0 0.00662963 0.00331111 0.00666005 0.29306 0.955477 0.667138 -0.00376699 -0.491226 0.000781353 -0.0686141 -0.231792 0.47019 -0.00236931 -0.918707 -0.472188 internal_weight=0 9133 9113 9081 319 104 84 8762 81 8681 215 166 49 8645 61 131 internal_count=9264 9133 9113 9081 319 104 84 8762 81 8681 215 166 49 8645 61 131 cat_boundaries=0 1 2 3 cat_threshold=8320 1046 524288 is_linear=0 shrinkage=0.01 Tree=457 num_leaves=14 num_cat=0 split_feature=12 5 12 4 1 4 1 3 9 17 4 4 12 split_gain=327289 770904 367099 1.05295e+06 265083 231180 323834 533409 181236 124682 67003.3 48838.7 32687.3 threshold=589.71000000000015 1435.0600000000002 308.62500000000006 62.300000000000004 1341.6425000000002 489.67750000000007 484.01500000000004 74.355000000000004 74.355000000000004 40.213800000000006 1205.5225000000003 619.41500000000008 460.42500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 12 5 6 9 -8 -2 -1 11 -7 -4 right_child=8 -3 3 -5 -6 10 7 -9 -10 -11 -12 -13 -14 leaf_value=0.00064073773980557558 -0.31050114205572754 1.96502858543396 0.13318271897055886 2.6549821454286575 -1.1556124830245973 -0.71213317762721673 0.13974824355708229 1.8351777915954592 -1.5060715634482247 -0.29204644072700192 -0.91876830842759871 -0.13507918126203797 -0.42540014088153838 leaf_weight=8771 32 20 22 20 20 22 72 25 21 148 27 44 20 leaf_count=8771 32 20 22 20 20 22 72 25 21 148 27 44 20 internal_value=0 0.00386833 -0.000399238 0.766478 -0.00560752 -0.00308253 0.00203398 0.576715 -0.784218 -0.00421605 -0.499109 -0.327431 -0.132809 internal_weight=0 9211 9191 62 9129 9109 9016 97 53 8919 93 66 42 internal_count=9264 9211 9191 62 9129 9109 9016 97 53 8919 93 66 42 is_linear=0 shrinkage=0.01 Tree=458 num_leaves=11 num_cat=0 split_feature=12 5 12 4 1 1 4 9 10 12 split_gain=320776 755563 359794 1.032e+06 259808 227872 221395 177629 169819 32036.8 threshold=589.71000000000015 1435.0600000000002 308.62500000000006 62.300000000000004 1341.6425000000002 1058.7500000000002 1205.5225000000003 74.355000000000004 911.47500000000014 460.42500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 8 -2 -1 -4 right_child=7 -3 3 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.004790259213246547 -0.30739613045938313 1.9453784294128418 0.13185089718211782 2.6284322880208495 -1.1440563850402832 1.0631831328868866 -0.90958062507488113 -1.4910107998620896 0.89551092420305523 -0.42114613711833954 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 0.00382965 -0.000395246 0.758814 -0.00555145 -0.00305171 -0.00539792 -0.776376 -0.00270393 -0.131481 internal_weight=0 9211 9191 62 9129 9109 9089 53 9062 42 internal_count=9264 9211 9191 62 9129 9109 9089 53 9062 42 is_linear=0 shrinkage=0.01 Tree=459 num_leaves=13 num_cat=1 split_feature=12 5 12 0 25 9 10 0 1 5 26 12 split_gain=314392 740527 352634 710698 261299 174094 165020 121894 218598 112780 12113.9 6418.39 threshold=589.71000000000015 1435.0600000000002 308.62500000000006 17.333000000000002 0 74.355000000000004 911.47500000000014 831.91125000000011 195.15000000000003 177.05000000000004 2022.5000000000002 456.25000000000006 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 4 11 10 -2 7 9 -9 -6 -1 -4 right_child=5 -3 3 -5 6 -7 -8 8 -10 -11 -12 -13 leaf_value=-0.38011970821548913 -0.30432217685505747 1.9259246597290038 0.13027515151283958 2.3027417405247692 0.0080971380895993768 -1.4761006945655459 0.88655583336239774 -0.82982145656238904 0.43105305194854737 -0.21165638464316724 -0.5750672540664673 -0.11724549484252929 leaf_weight=68 32 20 22 20 8676 21 21 44 20 240 60 20 leaf_count=68 32 20 22 20 8676 21 21 44 20 240 60 20 internal_value=0 0.00379135 -0.000391293 0.751225 -0.00549593 -0.768612 0.00112971 -0.000939626 -0.435798 0.00218183 -0.437335 0.0124082 internal_weight=0 9211 9191 62 9129 53 9001 8980 64 8916 128 42 internal_count=9264 9211 9191 62 9129 53 9001 8980 64 8916 128 42 cat_boundaries=0 1 cat_threshold=8320 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=277539 391209 470905 282414 227375 860381 244182 197730 129700 109627 126407 49838.2 threshold=1064.4750000000001 548.95500000000004 947.25000000000011 967.98500000000013 283.87500000000006 107.39000000000001 460.42500000000007 1374.9750000000004 150.70850000000004 312.43000000000006 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=-0.0087441469797408123 -1.1223572904413397 1.9788380614194003 -0.046645778218905136 -1.160784713654291 0.23705308569802178 2.3295541610717776 0.12010217706362405 0.96999226161411833 0.19847590790579495 -1.1164329687844623 -0.67890777978030115 -0.29682161583619959 leaf_weight=8632 22 22 24 21 36 20 36 21 313 22 44 34 leaf_count=8632 22 22 24 21 36 20 36 21 313 22 44 34 internal_value=0 0.00216532 0.922064 -0.0024447 0.000211464 0.500367 -0.00475259 0.000782213 -0.00149318 -0.491272 -0.319353 -0.0222575 internal_weight=0 9225 46 9179 9158 90 9068 8966 8945 102 80 70 internal_count=9247 9225 46 9179 9158 90 9068 8966 8945 102 80 70 is_linear=0 shrinkage=0.01 Tree=461 num_leaves=15 num_cat=1 split_feature=14 13 4 13 2 3 24 2 0 5 17 14 16 5 split_gain=272016 383424 493853 461534 212327 527256 249664 310632 248846 158545 122523 131085 38456 16438.7 threshold=1064.4750000000001 548.95500000000004 1120.4650000000004 947.25000000000011 147.46662000000001 488.75250000000005 0 398.62500000000006 303.37500000000006 589.71000000000015 73.46250000000002 460.42500000000007 83.250000000000014 992.8900000000001 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 2 4 -3 9 6 7 -6 -8 10 11 -1 -12 -11 right_child=-2 3 -4 -5 5 -7 8 -9 -10 13 12 -13 -14 -15 leaf_value=-0.002484090783752931 -1.1111336916143244 1.9590496063232423 -1.2624575088101049 -0.046179327766100571 0.13613213716184391 1.4649434573948383 0.20118427215624102 -0.95767453761327825 1.2612111026763915 -0.41512061916548632 -0.205269467757072 0.70864071039053111 -0.59807837958137189 -0.78249599241075063 leaf_weight=8594 22 22 31 24 68 32 194 42 25 29 81 26 36 21 leaf_count=8594 22 22 31 24 68 32 194 42 25 29 81 26 36 21 internal_value=0 0.00214366 -0.00242025 0.912843 0.00184966 0.239537 0.120349 -0.258045 0.308122 -0.00791535 -0.00470199 -0.000339167 -0.326134 -0.569418 internal_weight=0 9225 9179 46 9148 361 329 110 219 8787 8737 8620 117 50 internal_count=9247 9225 9179 46 9148 361 329 110 219 8787 8737 8620 117 50 cat_boundaries=0 1 cat_threshold=165 is_linear=0 shrinkage=0.01 Tree=462 num_leaves=10 num_cat=0 split_feature=14 13 4 13 0 0 5 0 3 split_gain=266603 375794 484025 452350 209827 150052 136944 101160 35518.3 threshold=1064.4750000000001 548.95500000000004 1120.4650000000004 947.25000000000011 1374.9750000000004 1005.9575000000001 494.73750000000007 66.112500000000011 252.82950000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 6 7 -1 -8 right_child=-2 3 -4 -5 -6 -7 8 -9 -10 leaf_value=-0.0028371308525526368 -1.1000223836031828 1.9394591400840064 -1.2498329433318107 -0.045717524290084841 0.95576996844747797 -0.8072679670997287 -0.51120339404619652 0.14393331464027737 -0.038151493363437199 leaf_weight=8519 22 22 31 24 23 23 65 497 21 leaf_count=8519 22 22 31 24 23 23 65 497 21 internal_value=0 0.00212223 -0.00239605 0.903715 0.00183116 -0.000573285 0.00146517 0.00525348 -0.395691 internal_weight=0 9225 9179 46 9148 9125 9102 9016 86 internal_count=9247 9225 9179 46 9148 9125 9102 9016 86 is_linear=0 shrinkage=0.01 Tree=463 num_leaves=13 num_cat=1 split_feature=14 13 4 13 2 3 8 24 5 11 11 5 split_gain=261298 368315 474393 443348 207873 516352 364628 252061 152957 111192 159625 16133.6 threshold=1064.4750000000001 548.95500000000004 1120.4650000000004 947.25000000000011 147.46662000000001 488.75250000000005 123.63250000000001 0 589.71000000000015 744.3325000000001 283.87500000000006 992.8900000000001 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 left_child=1 2 4 -3 8 6 7 -6 9 10 -1 -10 right_child=-2 3 -4 -5 5 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.0063683151929376652 -1.0890221554582769 1.92006456006657 -1.2373345911310565 -0.045260341763496401 -0.31267000126538519 1.4496629497408866 1.0996588087081909 0.25703571120615709 -0.4065098682765303 -0.65767681488623997 0.50285147716922152 -0.77046004420235048 leaf_weight=8649 22 22 31 24 129 32 34 166 29 26 62 21 leaf_count=8649 22 22 31 24 129 32 34 166 29 26 62 21 internal_value=0 0.002101 -0.00237209 0.894678 0.00181285 0.236994 0.119044 0.00602425 -0.00784919 -0.00469296 -0.00274398 -0.559369 internal_weight=0 9225 9179 46 9148 361 329 295 8787 8737 8711 50 internal_count=9247 9225 9179 46 9148 361 329 295 8787 8737 8711 50 cat_boundaries=0 1 cat_threshold=2215 is_linear=0 shrinkage=0.01 Tree=464 num_leaves=10 num_cat=0 split_feature=3 5 4 3 2 2 2 17 3 split_gain=260566 408854 265334 172234 538790 135005 177459 104814 103922 threshold=1205.5225000000003 1341.6425000000002 1120.4650000000004 488.75250000000005 153.20400000000004 1164.4950000000001 890.22500000000014 13.037000000000001 844.84875000000011 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 8 6 7 -1 -5 right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 leaf_value=0.0034611313550964836 -0.90129557624459267 1.3963693274770463 -1.0293559043645859 -0.38550883966333727 1.8386552211216518 -0.73552768249511713 0.94127145004272461 -0.22471863318044802 0.52293176066875457 leaf_weight=8843 32 21 25 34 21 25 20 206 20 leaf_count=8843 32 21 25 34 21 25 20 206 20 internal_value=0 0.00263754 -0.00054588 0.00225925 0.479508 -0.00167671 0.000346254 -0.00173337 -0.0490494 internal_weight=0 9215 9194 9169 75 9094 9069 9049 54 internal_count=9247 9215 9194 9169 75 9094 9069 9049 54 is_linear=0 shrinkage=0.01 Tree=465 num_leaves=9 num_cat=0 split_feature=4 5 0 0 0 1 2 2 split_gain=351107 366739 271527 393876 180142 152920 179725 152339 threshold=1422.3575000000001 1374.9750000000004 960.86250000000007 1295.4950000000001 649.85000000000014 1094.8600000000004 1120.4650000000004 330.61600000000004 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=0.0074776693642209201 1.3272451362609863 -1.3518283448815345 1.7387019937688655 -0.079333376517662646 -0.69650759155685837 -0.79449143727620442 0.80472402436392643 -0.3249861875942775 leaf_weight=8864 20 20 22 26 37 24 28 140 leaf_count=8864 20 20 22 26 37 24 28 140 internal_value=0 0.000832868 0.00379242 0.753933 -0.000167415 0.00267761 0.00479587 0.00230831 internal_weight=0 9161 9141 48 9093 9056 9032 9004 internal_count=9181 9161 9141 48 9093 9056 9032 9004 is_linear=0 shrinkage=0.01 Tree=466 num_leaves=13 num_cat=0 split_feature=5 0 0 0 2 2 2 2 14 1 3 0 split_gain=239040 294183 402658 246314 123338 124271 202247 477072 129352 123425 151856 131034 threshold=1435.0600000000002 960.86250000000007 1295.4950000000001 649.85000000000014 1332.8500000000001 330.61600000000004 157.58975000000007 173.50000000000003 460.42500000000007 43.440000000000005 66.112500000000011 14.754000000000001 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 -11 right_child=-2 2 -4 -5 -6 9 7 -9 -10 11 -12 -13 leaf_value=-0.0054115750227624075 1.0957462394833564 1.7378773996104366 -0.078540057769188515 -0.80627948560212792 0.78494138717651374 -0.30958768603006998 1.691280112473861 0.1297406051825476 0.52627217831818951 -0.2478888499736786 0.55343967369624547 -1.2374320378510848 leaf_weight=8696 20 23 26 38 20 75 23 131 46 32 28 23 leaf_count=8696 20 23 26 38 20 75 23 131 46 32 28 23 internal_value=0 0.00130096 0.774064 -0.00285459 0.000509985 -0.0012228 0.00371458 0.362958 -0.00261388 -0.279216 -0.0749783 -0.661698 internal_weight=0 9161 49 9112 9074 9054 8896 154 8742 158 103 55 internal_count=9181 9161 49 9112 9074 9054 8896 154 8742 158 103 55 is_linear=0 shrinkage=0.01 Tree=467 num_leaves=10 num_cat=1 split_feature=12 9 9 13 25 26 0 0 9 split_gain=234182 353871 166471 199674 151530 749978 130578 198604 39747.1 threshold=1206.0675000000003 1064.4750000000001 541.42000000000019 548.95500000000004 0 2022.5000000000002 1295.4950000000001 893.62500000000011 717.64191000000005 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 -4 right_child=-2 -3 8 -5 6 -7 -8 -9 -10 leaf_value=-0.36428723476827146 -1.0268427185578779 1.1090209270345754 -0.94415760374069213 0.73867522922722073 -0.0028065389844943041 1.2280187138644132 -0.77181986180218787 0.94849768465215512 -0.33460934763369354 leaf_weight=64 22 29 20 37 8887 55 22 22 23 leaf_count=64 22 29 20 37 8887 55 22 22 23 internal_value=0 0.00612351 0.00262034 0.0055577 0.00256043 0.342842 -0.00235486 -0.000457376 -0.61812 internal_weight=0 9159 9130 9087 9050 119 8931 8909 43 internal_count=9181 9159 9130 9087 9050 119 8931 8909 43 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=468 num_leaves=9 num_cat=0 split_feature=4 5 0 0 0 1 2 2 split_gain=343051 364045 260005 372752 173171 149504 174495 147371 threshold=1422.3575000000001 1374.9750000000004 960.86250000000007 1295.4950000000001 649.85000000000014 1094.8600000000004 1120.4650000000004 330.61600000000004 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=0.0073465898075470507 1.3118613548278808 -1.3469286712110042 1.6957546546242455 -0.072857262446330145 -0.68290462442346522 -0.78559715747833259 0.79291591746466494 -0.3196514652286257 leaf_weight=8864 20 20 22 26 37 24 28 140 leaf_count=8864 20 20 22 26 37 24 28 140 internal_value=0 0.000755654 0.00370431 0.737757 -0.000170592 0.00261885 0.00471331 0.00226221 internal_weight=0 9161 9141 48 9093 9056 9032 9004 internal_count=9181 9161 9141 48 9093 9056 9032 9004 is_linear=0 shrinkage=0.01 Tree=469 num_leaves=13 num_cat=1 split_feature=4 13 1 9 9 25 26 2 3 4 10 13 split_gain=336224 227107 344976 290737 196537 185611 884045 162304 574698 124947 87516 4819.76 threshold=1422.3575000000001 362.77500000000003 177.05000000000004 1064.4750000000001 541.42000000000019 0 2022.5000000000002 150.70850000000004 451.12500000000006 344.21500000000003 114.60000000000002 664.68750000000011 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 3 10 4 5 6 -1 9 -9 -7 11 -3 right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13 leaf_value=-0.36066673703491686 1.29874263381958 -0.31909328812644594 -1.6632129335403443 1.0824524147033692 -0.71509360062448613 -0.012405264011134405 1.4041964729159486 0.076720443949053516 1.4487608253254609 0.33969360780190017 0.35235229015350344 -0.53334202857244584 leaf_weight=64 20 21 20 25 38 8464 51 299 34 102 22 21 leaf_count=64 20 21 20 25 38 8464 51 299 34 102 22 21 internal_value=0 0.000748098 -0.516829 0.00553784 0.0025636 0.005589 0.388251 0.000207417 0.216809 -0.00821263 -0.158584 -0.426218 internal_weight=0 9161 84 9077 9052 9014 115 8899 333 8566 64 42 internal_count=9181 9161 84 9077 9052 9014 115 8899 333 8566 64 42 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=470 num_leaves=20 num_cat=2 split_feature=5 5 0 4 24 11 1 1 0 1 1 4 6 24 1 26 4 4 1 split_gain=574278 1.1521e+06 163863 463367 570920 366156 339334 308215 185219 140869 198941 166461 111188 92516.6 79297.6 48162.5 45655.6 13278 11372.5 threshold=1587.2775000000001 1144.97 66.112500000000011 619.41500000000008 0 374.25000000000006 144.56250000000003 378.05000000000007 309.90000000000003 390.72000000000008 629.70000000000016 438.71000000000009 404.82250000000005 1 904.12500000000011 2022.5000000000002 1013.1050000000001 660.85000000000002 458.28125000000006 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 2 9 4 6 7 8 -6 -4 11 18 12 13 -1 -12 -14 17 -13 -11 right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 14 16 15 -15 -16 -17 -18 -19 -20 leaf_value=-0.058600588114794211 -1.6941872248053551 2.2374900892506475 0.086779838245208948 1.5522057899184851 0.26668032700167599 -1.0147959263324737 -1.4851147497617283 1.1405885124206543 -0.73460777068679994 -0.63654546238127208 0.49951076981814013 -0.42736483033332562 -0.0068915050679987126 0.01726898411840037 -0.30656793025823736 -0.56835891430377961 -0.84177216286244605 -0.10600364908576011 -0.93794223170126645 leaf_weight=2150 20 23 73 23 329 20 26 46 44 21 23 36 22 6271 26 50 23 20 31 leaf_count=2150 20 23 73 23 329 20 26 46 44 21 23 36 22 6271 26 50 23 20 31 internal_value=0 0.00216044 -0.00340731 0.162226 0.102803 0.296072 -0.422227 0.37388 -0.222118 -0.0141211 -0.385403 -0.00974642 -0.00549633 -0.00215067 0.0717955 -0.396799 -0.466658 -0.312593 -0.816224 internal_weight=0 9257 9234 561 538 395 143 375 117 8673 101 8572 8493 8421 49 72 79 56 52 internal_count=9277 9257 9234 561 538 395 143 375 117 8673 101 8572 8493 8421 49 72 79 56 52 cat_boundaries=0 1 2 cat_threshold=2688 145 is_linear=0 shrinkage=0.01 Tree=471 num_leaves=20 num_cat=2 split_feature=5 5 0 4 25 26 3 5 25 1 1 4 0 0 1 17 4 26 1 split_gain=562850 1.12918e+06 160603 454146 427180 589722 440627 293412 238507 142677 194982 152728 129112 110839 77719.6 62889 38723.8 24116.1 11146.2 threshold=1587.2775000000001 1144.97 66.112500000000011 619.41500000000008 0 2022.5000000000002 362.12500000000006 432.41388000000001 1 390.72000000000008 629.70000000000016 438.71000000000009 152.19250000000002 146.62500000000003 904.12500000000011 83.250000000000014 1013.1050000000001 2022.5000000000002 458.28125000000006 decision_type=2 2 2 2 9 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 12 7 -6 17 11 18 15 -4 -7 -12 -10 -13 -1 -11 right_child=-2 -3 3 -5 6 13 -8 -9 9 10 14 16 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.3611371628137735 -1.6772453531026841 2.2151153000541357 2.0478169784545899 1.5366836933467698 0.1033239282766978 0.52670194262549996 -1.1977324270432994 -1.1397792990207674 0.0037318847739249809 -0.63017999830700111 0.49451566175274231 -0.30946704902819228 1.0457177437593539 -0.39225703866141182 -0.30350225833746103 -0.23914622963164692 -0.81300302959623794 -0.6656929654341478 -0.92856280665243829 leaf_weight=52 20 23 20 23 375 21 31 20 8283 21 23 56 36 35 26 108 21 52 31 leaf_count=52 20 23 20 23 375 21 31 20 8283 21 23 56 36 35 26 108 21 52 31 internal_value=0 0.00213839 -0.00337368 0.160604 0.101775 0.622409 -0.0485753 0.040382 -0.0139803 -0.00790957 -0.381549 -0.00346242 1.40361 -0.0476474 0.0710776 0.000605817 -0.446795 -0.468379 -0.808062 internal_weight=0 9257 9234 561 538 112 426 395 8673 8569 101 8468 56 56 49 8391 77 104 52 internal_count=9277 9257 9234 561 538 112 426 395 8673 8569 101 8468 56 56 49 8391 77 104 52 cat_boundaries=0 3 5 cat_threshold=2148007936 0 16 8192 65536 is_linear=0 shrinkage=0.01 Tree=472 num_leaves=20 num_cat=3 split_feature=5 5 0 24 0 0 24 26 25 0 2 7 7 4 0 3 7 26 7 split_gain=551649 1.10671e+06 157407 453731 1.16095e+06 1.12741e+06 372070 681586 233761 213718 176784 126728 145114 170657 104218 41672.8 28520.9 23636.2 1244.57 threshold=1587.2775000000001 1144.97 66.112500000000011 0 561.34500000000014 1335.1525000000004 1 2022.5000000000002 2 307.23750000000007 16.410000000000004 426.65000000000009 241.87500000000003 1013.1050000000001 137.99750000000003 45.778960000000005 336.94125000000003 2022.5000000000002 648.00000000000011 decision_type=2 2 2 1 2 2 1 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 10 6 7 -5 17 -8 14 12 13 -10 -4 18 -14 -1 -13 right_child=-2 -3 3 5 -6 -7 9 -9 11 -11 -12 15 16 -15 -16 -17 -18 -19 -20 leaf_value=-0.35752578827051018 -1.6604728944301606 2.1929639832869818 1.0711345452354069 1.0024241615717226 2.7622788512188454 -2.1993668088045988 0.077521000733742351 -0.10150778985220539 -0.0054867792595695922 -0.58360795311274982 -0.58432031488418579 -0.33135702920996624 0.33064102178666654 -0.86805050766986358 0.22913298820962713 -0.81543769562244428 0.79125745844841011 -0.65903604085628797 -0.23207915144307273 leaf_weight=52 20 23 21 104 23 22 117 121 8414 84 20 23 41 23 49 20 20 52 28 leaf_count=52 20 23 21 104 23 22 117 121 8414 84 20 23 41 23 49 20 20 52 28 internal_value=0 0.00211701 -0.00333994 0.158998 0.69567 0.00792683 0.122105 0.39136 -0.0138405 -0.189351 0.244833 -0.00783048 -0.00432449 -0.0078382 0.481733 -0.428566 0.481663 -0.463695 -0.276852 internal_weight=0 9257 9234 561 113 448 426 225 8673 201 90 8569 8498 8437 70 71 61 104 51 internal_count=9277 9257 9234 561 113 448 426 225 8673 201 90 8569 8498 8437 70 71 61 104 51 cat_boundaries=0 1 2 4 cat_threshold=1027 348 8192 65536 is_linear=0 shrinkage=0.01 Tree=473 num_leaves=11 num_cat=1 split_feature=5 5 2 2 2 7 4 24 3 2 split_gain=540671 1.08468e+06 155217 222227 343616 148909 251395 108300 59442.2 49168.1 threshold=1587.2775000000001 1144.97 1422.3575000000001 569.59500000000014 492.37500000000006 426.65000000000009 291.37500000000006 0 66.112500000000011 866.75000000000011 decision_type=2 2 2 2 2 2 2 1 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=-0.058947545160446271 -1.6438682191371918 2.17103444804316 0.87669576454162601 -0.45784196599324545 1.2476289558410645 -0.66844018311113929 0.59516439390182496 0.020651335264840375 -0.14806764920552573 -1.0723891486292301 leaf_weight=2279 20 23 20 30 22 74 20 6739 27 23 leaf_count=2279 20 23 20 30 22 74 20 6739 27 23 internal_value=0 0.00209584 -0.00330655 -0.00521669 -0.000620595 -0.00363437 -0.399588 0.000492895 -0.529975 -0.724532 internal_weight=0 9257 9234 9214 9134 9112 94 9018 80 53 internal_count=9277 9257 9234 9214 9134 9112 94 9018 80 53 cat_boundaries=0 1 cat_threshold=145 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 24 1 26 12 1 split_gain=529912 1.0631e+06 154191 444569 1.13721e+06 1.10432e+06 627233 229028 204256 173251 139348 190560 102113 83097.7 76943.7 75963.7 23139.5 15935.8 11016.8 threshold=1587.2775000000001 1144.97 66.112500000000011 0 561.34500000000014 1335.1525000000004 484.01500000000004 1 2 16.410000000000004 390.72000000000008 629.70000000000016 137.99750000000003 465.34500000000008 3 904.12500000000011 2022.5000000000002 700.81750000000011 458.28125000000006 decision_type=2 2 2 1 2 2 2 9 9 2 2 2 2 2 1 2 2 2 2 left_child=1 2 7 4 9 6 8 16 -5 12 13 18 -4 14 -9 -13 -1 -15 -12 right_child=-2 -3 3 5 -6 -7 -8 10 -10 -11 11 15 -14 17 -16 -17 -18 -19 -20 leaf_value=-0.35391029367080101 -1.6274295077323913 2.1493241716467817 1.0603682854062035 0.35310924944569588 2.7340047438248343 -2.1767198129133747 1.3838248984018962 -0.052689979196441916 -0.13866223428974447 -0.57839836835861203 -0.62177472614106677 0.48912039010421093 0.22691287138024155 -0.63658051890134815 0.016648037275263924 -0.29983146612460798 -0.65223557683137745 -0.26415593924345793 -0.91842167269799024 leaf_weight=52 20 23 21 109 23 22 36 2136 281 20 21 23 49 20 6285 26 52 27 31 leaf_count=52 20 23 21 109 23 22 36 2136 281 20 21 23 49 20 6285 26 52 27 31 internal_value=0 0.00207446 -0.00327389 0.157397 0.688623 0.00785841 0.120861 -0.0136667 0.00428023 0.242428 -0.00771784 -0.376972 0.476949 -0.00332276 -0.000982461 0.0704929 -0.458944 -0.422634 -0.798622 internal_weight=0 9257 9234 561 113 448 426 8673 390 90 8569 101 70 8468 8421 49 104 47 52 internal_count=9277 9257 9234 561 113 448 426 8673 390 90 8569 101 70 8468 8421 49 104 47 52 cat_boundaries=0 1 3 6 7 cat_threshold=1027 8192 65536 2148007936 0 536870928 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=197637 277642 257689 540462 342715 198623 310358 254943 237098 191138 51444.9 threshold=1279.9550000000002 1064.4750000000001 548.95500000000004 874.60000000000014 1211.5375000000001 715.87500000000011 462.80000000000007 540.74500000000012 98.25500000000001 458.71125000000006 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=-0.014737115857532011 -1.0034639658927917 1.0440989692687987 1.8675842761993409 -0.30233980556329093 -1.2082986501852673 -0.4917765819032987 1.6464295086860656 0.21560112205418672 -1.3412501162290573 0.73645056359908156 0.1293808479309082 leaf_weight=9050 20 25 22 24 24 24 20 33 24 34 30 leaf_count=9050 20 25 22 24 24 24 20 33 24 34 30 internal_value=0 -0.00832066 -0.0111543 0.73545 -0.0148716 -0.0117634 -0.0074738 0.755536 -0.514246 -0.0119255 -0.146689 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=193704 252237 204246 151462 115361 227273 355129 192749 threshold=1279.9550000000002 1341.6425000000002 736.93000000000006 378.05000000000007 874.60000000000014 295.76250000000005 96.632500000000022 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=-0.0093988759115450366 -0.99342929601669316 1.1135807399749755 0.9305321054873259 -0.66958067342213223 -0.67566669225692755 0.14322821999297422 1.6309583168938049 -0.52531669835521744 leaf_weight=9044 20 20 23 35 26 68 21 73 leaf_count=9044 20 20 23 35 26 68 21 73 internal_value=0 -0.00823746 -0.0106526 -0.0129885 -0.0104993 -0.00862067 0.494266 -0.0135298 internal_weight=0 9310 9290 9267 9232 9206 89 9117 internal_count=9330 9310 9290 9267 9232 9206 89 9117 is_linear=0 shrinkage=0.01 Tree=477 num_leaves=13 num_cat=0 split_feature=4 1 1 1 18 15 8 8 0 0 26 8 split_gain=366056 264971 271326 275831 223717 430848 183151 282794 239250 83283 24403.5 3715.28 threshold=1265.0725000000002 665.43750000000011 462.80000000000007 540.74500000000012 362.12500000000006 96.07050000000001 721.76691000000005 515.18500000000006 1144.97 254.41050000000004 2022.5000000000002 1120.4650000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 6 -6 7 8 -1 10 -3 -8 right_child=-2 9 3 -5 5 -7 11 -9 -10 -11 -12 -13 leaf_value=-0.013238355362074256 1.0925968678792317 -0.10951485642680416 1.6300592231750488 0.15005272900356967 -0.090518973565870714 1.7920506484508514 -0.73968843026594688 1.0708328473567963 -0.93904527527945381 -0.96509230434894566 -0.52391590261459353 -0.55977736532688138 leaf_weight=9008 30 27 20 34 31 20 22 24 28 32 30 24 leaf_count=9008 30 27 20 34 31 20 22 24 28 32 30 24 internal_value=0 -0.0138034 -0.00855654 0.698203 -0.0127244 0.647744 -0.0164235 -0.0132279 -0.0161072 -0.556824 -0.327621 -0.645822 internal_weight=0 9300 9211 54 9157 51 9106 9060 9036 89 57 46 internal_count=9330 9300 9211 54 9157 51 9106 9060 9036 89 57 46 is_linear=0 shrinkage=0.01 Tree=478 num_leaves=11 num_cat=1 split_feature=4 5 9 1 1 1 18 25 0 26 split_gain=358771 539630 214860 282964 335524 218517 150887 159482 119234 23917.9 threshold=1265.0725000000002 1279.9550000000002 1064.4750000000001 665.43750000000011 462.80000000000007 540.74500000000012 458.71125000000006 0 254.41050000000004 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 -6 7 -1 9 -5 right_child=-2 -3 -4 8 5 -7 -8 -9 -10 -11 leaf_value=-0.29082373235739917 1.081671002070109 -1.6545032267570496 0.95519997721133021 -0.10841970037530971 1.6137586102485657 0.28129698090255262 0.6255252564919962 -0.0079984917672528289 -1.1212248379843575 -0.51867675193150842 leaf_weight=194 30 20 23 27 20 32 37 8889 28 30 leaf_count=194 30 20 23 27 20 32 37 8889 28 30 internal_value=0 -0.0136654 -0.0101291 -0.0125275 -0.00720514 0.793782 -0.0117722 -0.0143682 -0.586846 -0.324344 internal_weight=0 9300 9280 9257 9172 52 9120 9083 85 57 internal_count=9330 9300 9280 9257 9172 52 9120 9083 85 57 cat_boundaries=0 1 cat_threshold=524288 is_linear=0 shrinkage=0.01 Tree=479 num_leaves=16 num_cat=0 split_feature=4 5 11 1 1 3 4 1 1 8 8 1 11 11 8 split_gain=351634 528890 181992 750435 273837 223246 164253 155970 367306 152044 213045 46728.5 28867.4 4012.07 1063.18 threshold=1265.0725000000002 1279.9550000000002 283.87500000000006 47.808000000000007 665.43750000000011 96.632500000000022 130.99900000000005 462.80000000000007 540.74500000000012 736.8325000000001 538.6450000000001 1058.7500000000002 744.3325000000001 362.12500000000006 1158.4775000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 6 7 11 12 9 -9 10 -1 -6 13 -4 -11 right_child=-2 -3 3 -5 5 -7 -8 8 -10 14 -12 -13 -14 -15 -16 leaf_value=-0.013154721548383297 1.0708543265660604 -1.637958167552948 -0.063343974113464346 1.591678247584237 -0.58510127961635594 -1.5165057346820832 0.67754085670817987 1.5976209869384768 -0.14059304991076071 -0.67327395057678219 0.97211965170773595 -0.017078920364379885 -0.59716471703156182 -0.23913869148976094 -0.57139841057005381 leaf_weight=8950 30 20 20 36 28 20 22 20 31 20 22 30 23 37 21 leaf_count=8950 30 20 20 36 28 20 22 20 31 20 22 30 23 37 21 internal_value=0 -0.0135319 -0.010031 0.35041 -0.0154719 -0.605453 -0.0876853 -0.0103949 0.54106 -0.0135153 -0.0107388 -0.291297 -0.298122 -0.177456 -0.621094 internal_weight=0 9300 9280 138 9142 78 102 9064 51 9013 8972 58 80 57 41 internal_count=9330 9300 9280 138 9142 78 102 9064 51 9013 8972 58 80 57 41 is_linear=0 shrinkage=0.01 Tree=480 num_leaves=18 num_cat=1 split_feature=5 4 10 10 1 11 1 15 25 1 5 2 2 19 1 9 26 split_gain=235942 315362 182197 759493 277166 819103 260193 146850 135618 175715 337641 304124 343309 100130 97538.1 84663.2 478.875 threshold=1435.0600000000002 1422.3575000000001 67.800000000000011 103.13625000000002 49.650000000000006 224.79000000000002 235.50000000000003 218.29500000000002 0 487.50000000000006 64.050000000000011 438.71000000000009 515.86500000000012 78.690000000000012 723.37500000000011 344.82000000000005 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 7 6 -6 15 16 11 14 13 -13 -10 -11 -5 -1 right_child=-2 -3 3 4 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.35010293555586308 1.0325779815153642 -1.228308817545573 1.6233899607998985 0.052075555974786934 0.59086305531588468 2.259234075092134 -0.98509961414337155 -0.92260935735702521 -0.0029951997418517034 -0.5131450570596231 -1.5105708078904585 1.5099735090467663 0.19496023953755695 -0.36759324299661733 0.16412355284690858 -0.58106548825899762 -0.31278373043353741 leaf_weight=73 22 21 35 176 22 21 20 20 8475 37 22 27 75 76 50 24 65 leaf_count=73 22 21 35 176 22 21 20 20 8475 37 22 27 75 76 50 24 65 internal_value=0 -0.00425357 -0.00146498 0.233733 0.0618673 0.646681 -0.159595 -0.105602 -0.00986869 -0.00478145 -0.403787 0.000239212 0.543052 -0.00623569 -0.12391 -0.0239014 -0.310057 internal_weight=0 9239 9218 318 283 63 42 220 8900 8762 109 8653 102 8551 87 200 138 internal_count=9261 9239 9218 318 283 63 42 220 8900 8762 109 8653 102 8551 87 200 138 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=278752 462377 281548 264920 203058 160705 127870 28887 threshold=1341.6425000000002 1412.3803750000002 1219.7885000000003 0 1295.4950000000001 458.71125000000006 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=-0.31768604715105514 -0.99803151130676271 1.4834047431037538 0.9198883218476267 0.004158309681212502 -0.95814794540405279 0.66143843766805288 -0.45524975331103212 -0.60829610087654806 leaf_weight=71 28 21 33 8922 22 37 61 66 leaf_count=71 28 21 33 8922 22 37 61 66 internal_value=0 0.00124864 -0.00213013 -0.00544494 0.00140568 0.00374761 0.00103865 -0.426553 internal_weight=0 9233 9212 9179 9042 9020 8983 137 internal_count=9261 9233 9212 9179 9042 9020 8983 137 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=482 num_leaves=11 num_cat=2 split_feature=5 4 0 25 10 10 24 20 18 26 split_gain=226097 305338 237886 266858 151077 759826 314117 134464 136441 29098 threshold=1435.0600000000002 1422.3575000000001 1219.7885000000003 0 67.800000000000011 103.13625000000002 1 235.35000000000005 458.71125000000006 2022.5000000000002 decision_type=2 2 2 9 2 2 1 2 2 2 left_child=1 2 3 9 7 -6 -7 8 -5 -1 right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 leaf_value=-0.31521965589788226 1.0108020947196268 -1.20861081804548 0.83349270203534287 -0.0051718015778417625 1.6072456856625423 0.37032274450104813 -0.28490794012675419 -0.67360400799910225 0.70680323530126499 -0.60477751632234944 leaf_weight=72 22 21 34 8680 35 135 138 30 27 67 leaf_count=72 22 21 34 8680 35 135 138 30 27 67 internal_value=0 -0.004166 -0.00142209 -0.00451302 0.00240401 0.220078 0.042236 -0.00526676 -0.002964 -0.424268 internal_weight=0 9239 9218 9184 9045 308 273 8737 8707 139 internal_count=9261 9239 9218 9184 9045 308 273 8737 8707 139 cat_boundaries=0 2 3 cat_threshold=8192 1 3604 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 26 split_gain=236137 383132 501822 223650 324192 161909 177933 1.14309e+06 113287 101635 60478.7 56722.9 threshold=1064.4750000000001 548.95500000000004 874.60000000000014 802.66250000000002 1219.7885000000003 436.23750000000007 67.800000000000011 103.13625000000002 235.35000000000005 92.100000000000023 593.34250000000009 2022.5000000000002 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=-0.0048033194121268399 -0.99236918052037559 2.0513106221244448 -0.0098133343237417712 -0.22290358161926271 0.98934512514056583 -0.51432046294212341 2.1295396673268288 0.027639139632383986 -0.63085889618972257 -0.8544565180576208 0.074143092617392534 -0.89405676347367902 leaf_weight=8700 24 21 27 20 33 31 29 240 29 33 40 34 leaf_count=8700 24 21 27 20 33 31 29 240 29 33 40 34 internal_value=0 0.000837494 0.891928 -0.00381724 -2.41521e-05 -0.00361119 0.000923123 0.254238 -0.00688324 -0.395916 -0.182792 -0.645482 internal_weight=0 9237 48 9189 9135 9102 8998 269 8729 104 71 54 internal_count=9261 9237 48 9189 9135 9102 8998 269 8729 104 71 54 is_linear=0 shrinkage=0.01 Tree=484 num_leaves=12 num_cat=0 split_feature=3 5 0 4 6 6 9 4 5 6 5 split_gain=271997 450796 265734 230310 104360 158726 179435 129856 60269.4 53398.5 13892.9 threshold=1341.6425000000002 1412.3803750000002 1219.7885000000003 1341.6425000000002 438.71000000000009 283.87500000000006 198.00000000000003 473.87250000000012 52.910000000000004 593.34250000000009 329.58750000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 -10 right_child=-2 -3 -4 -5 8 6 -8 -9 10 -11 -12 leaf_value=0.00024723932599749951 -0.98583258220127645 1.4647432790483748 0.89368042107784396 -1.0513336826506114 -0.45119826758349385 0.1669190468024789 1.2678146228790284 -0.43524744474369548 -0.7750465614145452 0.1371053488055865 -0.41966135740280153 leaf_weight=8905 28 21 33 21 27 57 20 69 22 36 22 leaf_count=8905 28 21 33 21 27 57 20 69 22 36 22 internal_value=0 0.00126537 -0.00207082 -0.00529119 -0.00289254 0.000777845 0.452866 -0.00310123 -0.313366 -0.115025 -0.597354 internal_weight=0 9233 9212 9179 9158 9051 77 8974 107 63 44 internal_count=9261 9233 9212 9179 9158 9051 77 8974 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 6 3 split_gain=441341 416621 267993 211166 195466 933158 206147 158511 154071 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 2022.5000000000002 1318.45 1253.9725000000001 96.632500000000022 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=-0.40219155703560783 -1.6683264331817629 1.2888215637207032 -1.1601690087318419 1.0250783081054688 -0.0086004757008326677 1.4754942631721497 -0.97570451996543184 0.84127165360884237 -0.44193883623395652 leaf_weight=59 20 25 20 20 8919 48 22 22 21 leaf_count=59 20 25 20 20 8919 48 22 22 21 internal_value=0 -0.000334102 -0.00387185 -0.00132774 -0.00359104 0.402516 -0.00887832 -0.0065093 -1.04018 internal_weight=0 9135 9110 9090 9070 107 8963 8941 41 internal_count=9176 9135 9110 9090 9070 107 8963 8941 41 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 1 10 split_gain=432558 327767 204396 180350 160230 407419 122400 26746.3 19012.3 18074.9 threshold=1202.4650000000004 1435.0600000000002 788.58750000000009 890.22500000000014 569.59500000000014 492.37500000000006 31.602000000000004 690.66750000000013 134.19600000000003 1211.5375000000001 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -2 -4 right_child=8 -3 9 -5 7 -7 -8 -9 -10 -11 leaf_value=0.0026111257005277271 -1.2504330043792724 1.2784360561370849 -0.91251548653557191 0.92569441341218495 -0.35889299102451488 1.3301072626528532 -0.26751364490594609 -0.84660466280850499 -0.81962435495285757 -0.49246176910400397 leaf_weight=8814 20 20 21 21 23 23 171 22 21 20 leaf_count=8814 20 20 21 21 23 23 171 22 21 20 internal_value=0 -0.000330761 -0.00313661 4.64885e-05 -0.00210071 0.00087279 -0.00252981 -0.59733 -1.02977 -0.707611 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 6 3 split_gain=423950 407479 267498 203198 191568 202280 155805 150770 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 1318.45 1253.9725000000001 96.632500000000022 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 6 -6 -2 right_child=7 -3 -4 -5 5 -7 -8 -9 leaf_value=0.39853279706759331 -1.6408620910644534 1.2746060359954834 -1.1590553221702575 1.005570617198944 -0.0084654970699493126 -0.96645422371951017 0.83412186362526641 -0.42768201192220057 leaf_weight=107 20 25 20 20 8919 22 22 21 leaf_count=107 20 25 20 20 8919 22 22 21 internal_value=0 -0.000327453 -0.00382617 -0.00128441 -0.0035046 -0.008739 -0.00639225 -1.01948 internal_weight=0 9135 9110 9090 9070 8963 8941 41 internal_count=9176 9135 9110 9090 9070 8963 8941 41 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=415517 399367 262177 199153 188073 914745 172789 301698 21364.5 threshold=1202.4650000000004 1295.4950000000001 1374.9750000000004 890.22500000000014 0 2022.5000000000002 1253.9725000000001 947.25000000000011 40.38000000000001 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=-0.40218107300289613 -1.2431923131942748 1.2618600212097169 -1.1474647631645203 0.99551489973068241 -0.0079856511271377377 1.4568873286247255 0.83870286146799733 -1.1547706705590952 -0.78651103065127415 leaf_weight=59 20 25 20 20 8916 48 24 23 21 leaf_count=59 20 25 20 20 8916 48 24 23 21 internal_value=0 -0.000319815 -0.00378354 -0.00126719 -0.00346516 0.394888 -0.00865161 -0.0109363 -1.00928 internal_weight=0 9135 9110 9090 9070 107 8963 8939 41 internal_count=9176 9135 9110 9090 9070 107 8963 8939 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 6 3 split_gain=407249 391914 257089 195077 183535 198696 149509 147634 threshold=1202.4650000000004 1374.9750000000004 1374.9750000000004 890.22500000000014 0 1318.45 1253.9725000000001 96.632500000000022 decision_type=2 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 6 -6 -2 right_child=7 -3 -4 -5 5 -7 -8 -9 leaf_value=0.38868035274036866 -1.614076597213745 1.3642221269153414 -1.1359901175498963 0.98555976724624628 -0.0079931351454643335 -0.95747954672033131 0.81739360635930836 -0.41358292352585568 leaf_weight=108 20 21 20 20 8922 22 22 21 leaf_count=108 20 21 20 20 8922 22 22 21 internal_value=0 -0.000316618 -0.00346072 -0.000969998 -0.00314441 -0.0082884 -0.00596289 -0.99919 internal_weight=0 9135 9114 9094 9074 8966 8944 41 internal_count=9176 9135 9114 9094 9074 8966 8944 41 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=490 num_leaves=15 num_cat=1 split_feature=2 4 25 5 2 2 10 2 18 12 5 3 5 4 split_gain=323443 330796 150240 115960 216797 266360 228873 205425 172770 115065 113852 46712.7 44539.7 40871.2 threshold=1164.4950000000001 967.31750000000011 0 432.41388000000001 378.05000000000007 569.59500000000014 744.3325000000001 817.62000000000012 582.96000000000015 96.632500000000022 1089.1825000000001 47.808000000000007 66.112500000000011 52.300500000000007 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 11 8 -7 -4 10 13 -6 -3 -5 right_child=-2 12 3 9 5 7 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.33578782132443258 -0.9731778956821987 -0.58459675510724385 -0.0029495659149017983 -0.12347332486818577 0.70710138348972096 -0.62363181212852747 0.86981697495778409 0.62708720763524373 -0.91107140132359099 0.39178804552555085 -1.0943785544804165 1.3069612993512834 -1.2235650501251221 -0.60061549698790684 leaf_weight=126 35 24 8760 58 34 29 30 24 21 20 21 21 20 26 leaf_count=126 35 24 8760 58 34 29 30 24 21 20 21 21 20 26 internal_value=0 -0.0100408 -0.00589036 -0.00092196 0.00331609 0.448633 -0.00214234 -0.0572685 -0.00512136 -0.303389 -0.435804 0.936139 -0.875037 -0.27116 internal_weight=0 9214 9170 9044 8919 108 8811 53 8781 125 105 55 44 84 internal_count=9249 9214 9170 9044 8919 108 8811 53 8781 125 105 55 44 84 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=491 num_leaves=18 num_cat=1 split_feature=4 25 5 0 3 26 0 0 5 1 7 7 26 3 5 26 5 split_gain=311844 192992 140917 189901 178578 480012 170081 152219 142570 141664 133754 113506 80261.5 61398.4 48579.8 19397.2 8818.42 threshold=967.31750000000011 0 432.41388000000001 806.46500000000003 593.34250000000009 2022.5000000000002 52.910000000000004 1295.4950000000001 323.80000000000007 629.70000000000016 48.761500000000005 67.800000000000011 2022.5000000000002 195.15000000000003 561.85750000000019 2022.5000000000002 844.84875000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 3 4 8 -6 11 -5 9 -3 -10 14 -2 -8 -4 -1 -16 right_child=12 2 6 7 5 -7 13 -9 10 -11 -12 -13 -14 -15 16 -17 -18 leaf_value=-0.2985505124451458 -0.34915594361045144 -0.011861749914668386 0.081603020286560052 1.0670294329325358 1.6250492411851882 -0.27234060414632161 -1.2448305788040162 -0.028097138838334517 0.025039889017740884 0.48829360639839842 1.1677113196849822 0.58806384849548343 -1.1562949306624277 -0.49461799409240487 -0.33919921320417651 -0.54665386611017686 -0.62631081423163415 leaf_weight=69 22 8736 25 30 24 30 20 22 21 57 20 20 28 24 23 58 20 leaf_count=69 22 8736 25 30 24 30 20 22 21 57 20 20 28 24 23 58 20 internal_value=0 -0.00927139 -0.00363154 0.0011535 -0.00237179 0.570944 -0.327984 0.603707 -0.00587632 -0.00861953 0.582441 -0.0741642 -0.801154 -0.835624 -0.268937 -0.381795 -0.472739 internal_weight=0 9199 9072 8940 8888 54 132 52 8834 8793 41 88 50 44 68 127 43 internal_count=9249 9199 9072 8940 8888 54 132 52 8834 8793 41 88 50 44 68 127 43 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=492 num_leaves=15 num_cat=1 split_feature=2 4 0 2 0 6 19 24 10 0 4 6 26 26 split_gain=315528 318356 177008 497731 1.03395e+06 165120 138081 105555 183136 107951 32972 43569.2 21166.6 10744.8 threshold=1164.4950000000001 967.31750000000011 806.46500000000003 68.280000000000015 1205.5225000000003 436.23750000000007 492.13750000000005 0 491.05000000000013 321.38250000000005 52.300500000000007 575.22000000000014 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 7 9 -9 -1 11 -7 -3 -13 right_child=-2 12 3 -5 -6 10 -8 8 -10 -11 -12 13 -14 -15 leaf_value=-0.048989639538760683 -0.96109716633387976 -0.61812773776054386 1.3231271926561992 1.8263525762557984 -1.7554825706481934 -0.59925763477539196 0.8253263182640076 0.013442158898094792 0.77196187227964408 -0.59997386947274212 -0.67343763224283848 0.06520550441741943 -1.058612971107165 -0.22690162170459244 leaf_weight=2902 35 20 24 20 20 29 20 6003 32 36 30 20 24 34 leaf_count=2902 35 20 24 20 20 29 20 6003 32 36 30 20 24 34 internal_value=0 -0.00981695 -0.00574527 0.51832 -0.0762409 -0.00942857 -0.00465522 -0.00650517 0.0174352 -0.0555519 -0.389311 -0.286615 -0.858392 -0.118714 internal_weight=0 9214 9170 64 44 9106 8993 8973 6035 2938 113 83 44 54 internal_count=9249 9214 9170 64 44 9106 8993 8973 6035 2938 113 83 44 54 cat_boundaries=0 1 cat_threshold=2433 is_linear=0 shrinkage=0.01 Tree=493 num_leaves=12 num_cat=3 split_feature=2 5 25 24 3 1 1 1 25 26 26 split_gain=309249 208981 142231 214472 293794 110952 132955 157025 107788 57173 1213.43 threshold=1164.4950000000001 1211.5375000000001 0 1 47.808000000000007 1272.8850000000002 736.8325000000001 487.50000000000006 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 9 2 2 left_child=1 2 3 10 9 6 7 8 -4 -5 -1 right_child=-2 -3 5 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.61851448567708334 -0.9514861957005093 -0.88820278662222407 0.24923653112990515 0.021280113436141106 1.0795692504536023 0.69430440073427946 -0.64456128977239135 0.63431303415542994 -0.0065207611831497115 -0.31748097155956512 -0.55348676126653507 leaf_weight=60 35 27 158 106 22 23 32 39 8598 94 55 leaf_count=60 35 27 158 106 22 23 32 39 8598 94 55 internal_value=0 -0.00971878 -0.00713697 -0.205734 -0.0165388 0.000657141 -0.00114951 0.0011915 -0.00162848 -0.137938 -0.540421 internal_weight=0 9214 9187 337 222 8850 8827 8795 8756 200 115 internal_count=9249 9214 9187 337 222 8850 8827 8795 8756 200 115 cat_boundaries=0 2 3 5 cat_threshold=532480 16777216 1121 128 65537 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=289084 201821 136787 701823 387533 192551 203315 137188 133179 82879.4 37355.4 23002.7 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=-0.29386533588602926 -1.0463737664399324 -0.0080050712999686375 0.85089244842529299 1.8967316930190377 -0.93970321428208126 -0.90295509934425355 0.76578175152049344 -0.23310375207828152 0.46473405230045317 -0.95193414402008059 -0.38590317117756812 -0.56158763186136884 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 -0.0101221 -0.00432539 0.361632 -0.0910253 -0.00844071 -0.00604683 -0.00898417 -0.00479389 -0.375446 -0.618499 -0.388288 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=16 num_cat=2 split_feature=4 5 1 24 3 1 2 2 1 1 25 2 2 1 26 split_gain=340942 304249 140497 423142 303390 311902 274259 190964 145371 194937 112209 103103 239203 64959.4 8290.3 threshold=1265.0725000000002 1374.9750000000004 67.485000000000014 0 451.12500000000006 77.02500000000002 1013.1050000000001 470.16250000000008 378.05000000000007 108.69300000000001 1 569.59500000000014 460.05000000000007 232.70000000000002 2022.5000000000002 decision_type=2 2 2 1 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 6 8 5 -5 10 -7 9 -4 14 12 -12 -11 -1 right_child=-2 -3 3 4 -6 7 -8 -9 -10 13 11 -13 -14 -15 -16 leaf_value=-0.41558642866214113 1.1017256280354091 -1.1521249572090482 1.340035110655285 1.148859691619873 0.99179023413822565 -0.071219174885818137 1.0572264111042022 -0.9595860884739803 1.3192593414552749 -0.037733897454029809 -0.009097069342713586 -0.53554202878797375 1.0858229389190674 0.64844084414568814 -0.24792369151937549 leaf_weight=60 28 23 21 20 29 349 24 26 31 37 8442 37 20 22 58 leaf_count=60 28 23 21 20 29 349 24 26 31 37 8442 37 20 22 58 internal_value=0 -0.00342369 -0.000544429 0.156713 0.0044571 -0.0679178 -0.0102809 -0.132813 0.67692 0.512629 -0.0132541 -0.00880198 -0.00650922 0.218128 -0.307147 internal_weight=0 9199 9176 535 424 395 8641 375 111 80 8617 8499 8462 59 118 internal_count=9227 9199 9176 535 424 395 8641 375 111 80 8617 8499 8462 59 118 cat_boundaries=0 1 2 cat_threshold=529 8320 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=334157 246787 249761 195627 149954 136767 128543 1097.26 threshold=1265.0725000000002 967.31750000000011 1219.7885000000003 831.91125000000011 1016.9900000000001 0 308.62500000000006 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=-0.25797540320995005 1.0907084270886014 -1.113006842136383 0.90997128295898433 -0.75014617810930528 0.8638497428894043 -0.0011818773289128733 0.3745544864528853 -0.30710967741229317 leaf_weight=94 28 20 30 35 20 8820 92 88 leaf_count=94 28 20 30 35 20 8820 92 88 internal_value=0 -0.00338946 -0.000971725 -0.00395875 -0.00109321 -0.00299543 0.00269389 -0.267059 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 13 6 1 2 6 8 10 split_gain=222497 421201 563485 309716 183814 167656 588830 711240 327222 190278 145125 199429 141271 132426 61249.2 threshold=729.18750000000011 417.90600000000001 462.80000000000007 548.95500000000004 559.05000000000007 64.050000000000011 0 96.632500000000022 84.744000000000014 37.600000000000009 1272.8850000000002 967.31750000000011 422.52500000000009 66.112500000000011 508.59600000000006 decision_type=2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 10 7 -7 -9 14 11 12 -1 -2 -8 right_child=13 2 3 -5 -6 6 9 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.0095189439766937538 -1.119557551571301 2.1904169921875001 -0.55851047735947834 0.97064235245739972 -0.96006826782226573 2.5125365800857544 -0.24903204075530569 0.17509854704500682 1.6000032458305358 0.51957221880555149 0.75271514511108395 0.73248612536324398 -0.43701029392389151 -0.10726923306783041 -0.84940602707862856 leaf_weight=8655 28 20 26 27 20 20 113 83 20 32 25 36 78 24 20 leaf_count=8655 28 20 26 27 20 20 113 83 20 32 25 36 78 24 20 internal_value=0 0.0036282 0.760197 0.220492 -0.00243965 -0.000330801 0.237089 0.727699 0.451779 -0.162871 -0.0081062 -0.0102753 -0.0133371 -0.652348 -0.339314 internal_weight=0 9175 73 53 9102 9082 288 123 103 165 8794 8769 8733 52 133 internal_count=9227 9175 73 53 9102 9082 288 123 103 165 8794 8769 8733 52 133 cat_boundaries=0 1 cat_threshold=1302 is_linear=0 shrinkage=0.01 Tree=498 num_leaves=9 num_cat=1 split_feature=4 5 10 0 0 25 3 26 split_gain=326672 297345 228121 176431 127934 121636 112504 251.656 threshold=1265.0725000000002 1374.9750000000004 1064.4750000000001 1219.7885000000003 831.91125000000011 0 619.41500000000008 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=-0.25535925581100138 1.0784245439938136 -1.138943687936534 1.0663213310241699 0.78974634987967351 -0.63644844651222232 0.0054679565717876298 -0.39701440702165874 -0.27895964595093126 leaf_weight=94 28 23 20 28 32 8845 70 87 leaf_count=94 28 23 20 28 32 8845 70 87 internal_value=0 -0.00335068 -0.000504274 -0.00283461 -0.00526584 -0.00304532 0.00230511 -0.25274 internal_weight=0 9199 9176 9156 9128 9096 8915 181 internal_count=9227 9199 9176 9156 9128 9096 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=320172 291428 187418 190489 96272.1 261224 123457 145264 55042.5 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=-0.0017318763295893953 1.0676404125349863 -1.1275542665564495 0.80213862978178885 -0.7501576064614689 1.3192804317474367 -0.17706983259746006 -0.23296329729484788 0.83094410487583703 -0.89780006980895988 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 -0.00331718 -0.000499232 -0.00304395 -0.000256514 0.446409 -0.00262165 0.000208447 -0.483845 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 2 10 10 3 2 26 split_gain=296956 145563 665720 264037 203395 141654 501372 98977 793329 146201 46316 11275.2 threshold=1412.3803750000002 0 1 1422.3575000000001 2022.5000000000002 569.59500000000014 485.55000000000001 64.050000000000011 103.13625000000002 644.32500000000016 817.62000000000012 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 -9 -3 -7 -4 right_child=-2 3 11 -5 -6 10 -8 8 -10 -11 -12 -13 leaf_value=0.40523478834717358 1.2178450746536256 -0.014821399938552233 -0.31530876469612124 1.1387785491943359 1.2580761390718922 -0.69610351098550338 1.4999147432500666 1.5172130825645045 -0.028539973907597622 -0.57410520452134151 -0.19904961058967993 -0.14011279331313239 leaf_weight=54 20 8438 75 20 58 37 22 38 263 47 38 72 leaf_count=54 20 8438 75 20 58 37 22 38 263 47 38 72 internal_value=0 -0.00200055 0.227193 -0.00891326 0.777468 -0.0115073 -0.0078224 -0.0115978 0.166605 -0.0179194 -0.444263 -0.214881 internal_weight=0 9162 259 8903 112 8883 8808 8786 301 8485 75 147 internal_count=9182 9162 259 8903 112 8883 8808 8786 301 8485 75 147 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1669 is_linear=0 shrinkage=0.01 Tree=501 num_leaves=13 num_cat=2 split_feature=4 1 5 25 24 0 18 1 1 0 1 1 split_gain=540708 281583 391702 152980 641362 166735 198838 99736 139769 66225.7 37169.9 35742.4 threshold=1265.0725000000002 660.10000000000002 64.050000000000011 0 1 1081.6425000000002 458.71125000000006 484.01500000000004 441.67528000000004 90.300000000000026 1157.6300000000001 543.33000000000004 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 6 7 8 -5 10 -3 -9 right_child=-2 2 -4 5 -6 -7 -8 11 -10 -11 -12 -13 leaf_value=0.78554862505247613 1.4407050532561081 -0.16583792094831115 -1.7167712020874024 -0.0060312678812763608 -0.20801173732984787 -0.80447095430814297 0.76076974377912632 0.73363049507141109 -0.84296321392059326 0.23776248057683308 -0.73462213754653927 0.18739651684761047 leaf_weight=109 26 27 22 8687 139 26 34 23 20 24 20 25 leaf_count=109 26 27 22 8687 139 26 34 23 20 24 20 25 internal_value=0 -0.00343936 -0.55089 0.00217831 0.242196 -0.00484357 -0.00248359 -0.00544768 -0.0079537 -0.189631 -0.407874 0.449134 internal_weight=0 9156 93 9063 248 8815 8789 8755 8707 71 47 48 internal_count=9182 9156 93 9063 248 8815 8789 8755 8707 71 47 48 cat_boundaries=0 2 3 cat_threshold=16785536 16842752 1697 is_linear=0 shrinkage=0.01 Tree=502 num_leaves=11 num_cat=2 split_feature=4 3 8 1 25 24 0 18 0 1 split_gain=529944 305757 166484 237578 154484 648894 159823 117953 89803.1 23917 threshold=1265.0725000000002 1205.5225000000003 1279.9550000000002 660.10000000000002 0 1 1005.9575000000001 458.71125000000006 134.19600000000003 1157.6300000000001 decision_type=2 2 2 2 9 1 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 9 -5 right_child=-2 -3 -4 8 6 -7 -8 -9 -10 -11 leaf_value=0.79813476619557433 1.4262979375399076 -0.97918088078498844 0.84974045712014901 -0.10657559061050416 -0.0039840247214276746 -0.20607122882500592 -0.69899573008219407 0.60425724193453789 -0.97721369298299154 -0.55301567029953003 leaf_weight=107 26 32 23 30 8710 139 33 32 30 20 leaf_count=107 26 32 23 30 8710 139 33 32 30 20 internal_value=0 -0.00339865 2.36421e-05 -0.00212376 0.00268769 0.244833 -0.00437467 -0.00175756 -0.544675 -0.285152 internal_weight=0 9156 9124 9101 9021 246 8775 8742 80 50 internal_count=9182 9156 9124 9101 9021 246 8775 8742 80 50 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=519393 299676 164225 451274 220343 164961 617122 442472 137137 178336 77319.8 29423.9 22900 1047.17 threshold=1265.0725000000002 1205.5225000000003 508.59600000000006 652.50000000000011 660.10000000000002 0 1 2022.5000000000002 1081.6425000000002 806.46500000000003 134.19600000000003 866.75000000000011 1157.6300000000001 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=0.23830832516063344 1.4120349385188178 -0.96938905388116836 1.5597587684631347 -0.37738285866650673 -0.11064073491096497 -0.0066859914692995381 -0.18202479455512069 1.5249327316650978 -0.76121181011199957 0.8391269569396973 -0.92754081853230808 0.13415930374808935 -0.54748551416397095 -0.23752785156022257 leaf_weight=55 26 32 25 22 30 8682 69 52 24 25 30 23 20 67 leaf_count=55 26 32 25 22 30 8682 69 52 24 25 30 23 20 67 internal_value=0 -0.0033582 2.98936e-05 0.482532 -0.00370051 0.000957287 0.252685 0.789773 -0.00633093 -0.00425745 -0.526189 -0.115928 -0.285379 -0.195028 internal_weight=0 9156 9124 70 9054 8974 243 107 8731 8707 80 45 50 136 internal_count=9182 9156 9124 70 9054 8974 243 107 8731 8707 80 45 50 136 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=509057 293713 162460 164517 210493 170131 662620 312874 286392 181355 136125 37199.4 18137.6 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=0.38894274632136028 1.3979147940415604 -0.95969514876604078 0.83941353797912599 -0.18793045889656498 0.56891813993453977 -0.0036343747278837985 -0.31254104084561807 -1.1217517791748046 1.42870763531098 0.94970840549468993 -1.1467438319751195 -0.6940771448612213 -0.08715985367263572 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 -0.00332462 2.95948e-05 -0.00209169 -0.368366 0.00284363 0.255419 -0.00464681 0.821515 -0.00144429 -0.553967 -0.326601 -0.190471 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=16 num_cat=1 split_feature=10 4 5 17 25 1 1 10 4 10 15 16 10 9 16 split_gain=342685 331973 308664 157664 175530 302545 268235 238773 217684 168620 107257 43315.2 58034 25976 6003.37 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 40.213800000000006 0 98.63000000000001 154.71744000000004 114.60000000000002 593.34250000000009 96.07050000000001 301.12500000000006 83.250000000000014 1.7878000000000001 92.100000000000023 296.06250000000006 decision_type=2 2 2 2 9 2 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 -13 right_child=13 -3 -4 10 8 6 -8 -9 -10 -11 -12 14 -14 -15 -16 leaf_value=0.10267256649646883 -1.1591699762344361 0.99329887172755083 -1.2376072235107423 -0.21339697864118287 -0.0071441075429700233 1.6429296259880068 0.39204896465937294 -0.76609964833115085 -0.99678080372512345 0.32592691498418008 -0.96407934824625663 -0.60533275612816217 0.36083168214017697 -0.66122125365517359 -0.36031502027809625 leaf_weight=765 20 34 20 88 7845 20 120 33 22 155 21 20 22 22 20 leaf_count=765 20 34 20 88 7845 20 120 33 22 155 21 20 22 22 20 internal_value=0 0.00700407 0.00333955 0.00605765 0.0117982 0.140472 0.570746 0.0667459 -0.00341833 -0.000690856 -0.294733 -0.201024 -0.0985512 -0.89834 -0.482824 internal_weight=0 9185 9151 9131 8960 938 140 798 8022 8000 171 150 110 42 40 internal_count=9227 9185 9151 9131 8960 938 140 798 8022 8000 171 150 110 42 40 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 0 17 split_gain=335865 198006 296519 295688 282749 188225 185524 192514 43032.6 54931.2 25459.1 19263.4 8978.09 7751.35 threshold=788.58750000000009 40.213800000000006 548.95500000000004 1211.5375000000001 1165.3425000000004 301.12500000000006 649.85000000000014 210.75000000000003 48.391820000000003 64.050000000000011 92.100000000000023 115.57500000000002 831.91125000000011 110.14500000000002 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 13 -8 -3 right_child=10 5 -4 -5 -6 -7 12 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0057448399258780512 -1.1475782444477083 -0.0043671528339385987 0.95954473076444691 -1.0350255718937627 0.98223645019531247 -1.1705356249601946 -0.48394250040468961 0.30936024958285219 -0.607565022056753 0.33881923933823904 -0.6546090238744563 -0.48430677274411377 -0.76335314957991884 -0.2139483753343423 leaf_weight=8662 20 25 33 27 30 23 23 214 22 21 22 22 23 60 leaf_count=8662 20 25 33 27 30 23 23 214 22 21 22 22 23 60 internal_value=0 0.00693403 0.013367 0.00988958 0.0130411 -0.328176 0.00978223 0.013065 -0.199014 -0.128794 -0.889356 -0.220569 -0.623648 -0.152307 internal_weight=0 9185 9012 8979 8952 173 8922 8876 150 128 42 107 46 85 internal_count=9227 9185 9012 8979 8952 173 8922 8876 150 128 42 107 46 85 is_linear=0 shrinkage=0.01 Tree=507 num_leaves=15 num_cat=2 split_feature=10 4 5 17 25 0 0 24 10 0 16 4 10 7 split_gain=329182 325734 297411 151551 175545 680579 616781 255113 151204 105532 30268.8 36828.1 8016.65 2479.82 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 13.037000000000001 0 831.91125000000011 1081.6425000000002 1 96.07050000000001 48.391820000000003 90.300000000000026 14.655000000000003 1256.5500000000004 44.590000000000011 decision_type=2 2 2 2 9 2 2 1 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 10 11 -5 -2 -12 right_child=12 -3 -4 9 5 -7 -8 -9 -10 -11 13 -13 -14 -15 leaf_value=-0.11938792346853071 -0.73556278967857369 0.98384696848252251 -1.2148809089660646 -0.16171244038181887 -0.0045895314402449325 -1.8010630507696244 1.7970123568448153 0.22580358668208525 0.31082409031160418 -0.78134506319508401 -0.46742123037576677 0.2963166784104847 -1.0121898963234641 -0.31549840978213722 leaf_weight=329 20 34 20 107 7816 21 22 584 155 33 22 21 22 21 leaf_count=329 20 34 20 107 7816 21 22 584 155 33 22 21 22 21 internal_value=0 0.00686469 0.00323477 0.00590286 0.0120615 -0.00318875 0.140941 0.102579 0.00154384 -0.263597 -0.16368 -0.086567 -0.880463 -0.393226 internal_weight=0 9185 9151 9131 8927 7992 935 913 7971 204 171 128 42 43 internal_count=9227 9185 9151 9131 8927 7992 935 913 7971 204 171 128 42 43 cat_boundaries=0 2 3 cat_threshold=8576 65536 1074 is_linear=0 shrinkage=0.01 Tree=508 num_leaves=19 num_cat=1 split_feature=10 4 17 10 10 1 25 26 0 2 2 15 16 10 10 9 17 16 split_gain=322632 319251 145603 149936 586673 356786 154121 659928 120927 373688 184630 107105 47050.8 44444.5 40728.8 25019.4 9170.71 4338.58 threshold=788.58750000000009 1164.6975000000002 13.037000000000001 66.112500000000011 103.13625000000002 130.95600000000005 0 2022.5000000000002 649.85000000000014 68.280000000000015 967.31750000000011 301.12500000000006 83.250000000000014 1.7878000000000001 139.78674000000004 92.100000000000023 210.75000000000003 296.06250000000006 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 14 7 -1 10 -10 -8 12 13 16 -6 -2 -4 -14 right_child=15 -3 11 4 5 -7 8 -9 9 -11 -12 -13 17 -15 -16 -17 -18 -19 leaf_value=-0.31581503338180483 -1.1276403359770775 0.97400848967187548 -0.11212984952805698 1.378150928937472 -0.48139369440078739 0.98955429077148438 -0.0021314119964813451 1.1778399633927779 -0.88985299596981127 0.73220299530029298 0.78374939346313488 -0.93736275241488498 -0.57080499277873475 0.26187235942908699 -0.075113078312908144 -0.63894692507657147 -0.29818927645683291 -0.36985545640900019 leaf_weight=64 20 34 69 39 30 33 8488 55 49 20 30 21 22 28 139 22 43 21 leaf_count=64 20 34 69 39 30 33 8488 55 49 20 30 21 22 28 139 22 43 21 internal_value=0 0.00679721 0.00320359 0.00922678 0.255272 0.038479 0.00241573 0.345496 -0.00273789 -0.419692 0.000636424 -0.260961 -0.183341 -0.0944762 -0.147234 -0.871658 -0.183563 -0.472667 internal_weight=0 9185 9151 8947 241 202 8706 119 8587 69 8518 204 183 140 169 42 112 43 internal_count=9227 9185 9151 8947 241 202 8706 119 8587 69 8518 204 183 140 169 42 112 43 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=316212 312898 292004 147858 193468 447717 192111 151376 635190 356881 24521.5 threshold=788.58750000000009 1164.6975000000002 1279.9550000000002 1164.4950000000001 362.77500000000003 330.61600000000004 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=0.7824107511701256 -1.116363930374384 0.96426836217150969 -1.2038200664520264 -0.70709091022096826 0.33207484722137454 1.714602752867199 -0.60929140055621112 -0.0010401340405758164 -0.25553059821128843 -1.1122242713796682 -0.63255747361616654 leaf_weight=106 20 34 20 29 110 21 27 8694 115 29 22 leaf_count=106 20 34 20 29 110 21 27 8694 115 29 22 internal_value=0 0.00672923 0.00317155 0.00581528 0.00808668 0.354962 0.14655 0.00195895 0.254625 -0.00472889 -0.862942 internal_weight=0 9185 9151 9131 9102 158 137 8944 221 8723 42 internal_count=9227 9185 9151 9131 9102 158 137 8944 221 8723 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 0 3 26 split_gain=337154 287432 215072 298100 266420 227776 132894 113057 49029.7 16639.4 threshold=1219.7885000000003 1265.0725000000002 709.65000000000009 457.74500000000006 831.91125000000011 49.650000000000006 595.50000000000011 210.75000000000003 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=-0.0025305039493483694 0.95739035297084496 1.0125166893005371 -0.39895814458529155 0.19692838993565789 -0.88652880219852226 1.5644383613268533 -0.25960819172859195 0.21793025014664838 -1.0522116570472717 -0.62118580181258065 leaf_weight=8705 37 28 27 29 34 21 20 239 20 35 leaf_count=8705 37 28 27 29 34 21 20 239 20 35 internal_value=0 0.000882304 -0.00222019 0.00127114 -0.00299107 0.771283 0.000347108 0.00336061 -0.676938 -0.489703 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=8 num_cat=0 split_feature=5 0 4 18 0 11 10 split_gain=365910 434924 280186 153379 250874 100419 112872 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 736.93000000000006 831.91125000000011 744.3325000000001 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=0.0050837027689325702 1.2644192123413087 1.13043880406548 -1.1564314478919619 0.79835221211115526 -0.85950855311225438 -0.61948610984362096 -0.56390378556081222 leaf_weight=8998 23 34 21 24 34 26 35 leaf_count=8998 23 34 21 24 34 26 35 internal_value=0 0.00152496 -0.00267542 -1.78734e-05 -0.00212509 0.00109282 0.00287906 internal_weight=0 9172 9138 9117 9093 9059 9033 internal_count=9195 9172 9138 9117 9093 9059 9033 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=358628 426269 274610 150326 252434 202799 114528 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 736.93000000000006 559.05000000000007 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=0.0060699859947772276 1.2517748915630837 1.1191343753478107 -1.1448671431768509 0.79036869049072267 -1.0719870814410124 -0.80694617056077533 -0.44756913632154466 leaf_weight=8984 23 34 21 24 22 31 56 leaf_count=8984 23 34 21 24 22 31 56 internal_value=0 0.00150971 -0.00264867 -1.7694e-05 -0.00210383 0.000490966 0.00325983 internal_weight=0 9172 9138 9117 9093 9071 9040 internal_count=9195 9172 9138 9117 9093 9071 9040 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=351492 417786 269146 147335 247410 198763 112249 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 736.93000000000006 559.05000000000007 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=0.006009285625796815 1.2392573124429453 1.1079430226718678 -1.133418487367176 0.78246499697367355 -1.0612671995162963 -0.79887671132241522 -0.44309344334261758 leaf_weight=8984 23 34 21 24 22 31 56 leaf_count=8984 23 34 21 24 22 31 56 internal_value=0 0.00149461 -0.00262218 -1.75175e-05 -0.0020828 0.000486056 0.00322723 internal_weight=0 9172 9138 9117 9093 9071 9040 internal_count=9195 9172 9138 9117 9093 9071 9040 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=344497 409472 263790 144403 242487 194808 110015 threshold=1435.0600000000002 1219.7885000000003 1341.6425000000002 736.93000000000006 559.05000000000007 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=0.005949192266684865 1.2268647517328677 1.0968636184580185 -1.1220842833746048 0.77464033285776779 -1.0506545417959041 -0.79088792370211691 -0.4386625139628138 leaf_weight=8984 23 34 21 24 22 31 56 leaf_count=8984 23 34 21 24 22 31 56 internal_value=0 0.00147966 -0.00259596 -1.73429e-05 -0.00206197 0.000481195 0.00319496 internal_weight=0 9172 9138 9117 9093 9071 9040 internal_count=9195 9172 9138 9117 9093 9071 9040 is_linear=0 shrinkage=0.01 Tree=515 num_leaves=11 num_cat=1 split_feature=5 0 4 2 3 3 25 26 4 3 split_gain=209222 268581 322548 117040 123475 239798 136891 116072 106788 9147.98 threshold=1341.6425000000002 1165.3425000000004 1341.6425000000002 1164.4950000000001 644.32500000000016 508.59600000000006 0 2022.5000000000002 143.49000000000004 1058.7500000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 -3 9 -6 right_child=-2 7 -4 -5 8 -7 -8 -9 -10 -11 leaf_value=0.17052989255177856 0.98351344455372203 0.28801945773037996 -1.2344569960094633 -0.60711012932562058 -0.28238722887906159 1.0312347312595533 -0.00052206393855321585 1.3274056416466125 -1.0150378313518706 0.013115130424499513 leaf_weight=485 22 22 21 31 22 23 8542 21 21 20 leaf_count=485 22 22 21 31 22 23 8542 21 21 20 internal_value=0 0.00715334 0.00345401 0.00629698 0.00838363 0.0114548 0.0088565 0.795627 -0.432794 -0.141672 internal_weight=0 9208 9165 9144 9113 9050 9027 43 63 42 internal_count=9230 9208 9165 9144 9113 9050 9027 43 63 42 cat_boundaries=0 2 cat_threshold=17309824 16777217 is_linear=0 shrinkage=0.01 Tree=516 num_leaves=11 num_cat=1 split_feature=5 0 4 2 3 3 25 4 0 3 split_gain=205057 263235 316130 114712 121019 235025 134221 104662 97940.4 8965.94 threshold=1341.6425000000002 1165.3425000000004 1341.6425000000002 1164.4950000000001 644.32500000000016 508.59600000000006 0 143.49000000000004 1470.5550000000003 1058.7500000000002 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 5 6 -1 9 -3 -6 right_child=-2 8 -4 -5 7 -7 -8 -9 -10 -11 leaf_value=0.16885904417495534 0.97367836865511803 1.2539484093405984 -1.2221124185834613 -0.60103901032478579 -0.27956336108121005 1.0209223971159562 -0.00051684934690758458 -1.0048874596187047 0.29918867928641185 0.012983970642089844 leaf_weight=485 22 22 21 31 22 23 8542 21 21 20 leaf_count=485 22 22 21 31 22 23 8542 21 21 20 internal_value=0 0.00708365 0.00342132 0.00623587 0.00830166 0.0113421 0.00876982 -0.428466 0.78767 -0.140255 internal_weight=0 9208 9165 9144 9113 9050 9027 63 43 42 internal_count=9230 9208 9165 9144 9113 9050 9027 63 43 42 cat_boundaries=0 2 cat_threshold=17309824 16777217 is_linear=0 shrinkage=0.01 Tree=517 num_leaves=16 num_cat=2 split_feature=7 13 2 1 5 0 8 25 24 2 8 0 7 7 8 split_gain=204120 716086 444933 353558 350835 316868 175067 124241 459141 87838.6 133435 87064.7 35245.9 12834.9 3200.95 threshold=323.80000000000007 174.37500000000003 1164.4950000000001 179.01000000000002 1211.5375000000001 1219.7885000000003 543.33000000000004 0 1 45.778960000000005 67.800000000000011 210.75000000000003 700.81750000000011 453.00000000000006 911.47500000000014 decision_type=2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=2 3 4 9 5 6 7 8 -1 10 12 -9 13 -2 -8 right_child=1 -3 -4 -5 -6 -7 14 11 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.62495407221333088 -0.210823623583867 2.0820136291640146 -1.1389119249231674 1.0971823251658472 -1.3157929267883302 1.0194055508029076 -0.53104246916594333 -0.0083368944742884827 0.020176409402185087 -0.67516840259234112 0.62858181250095368 0.19119122920566134 -0.54376312333604571 0.12613215112686157 -0.69795598936080938 leaf_weight=141 26 21 34 29 20 31 27 7801 763 24 25 225 23 20 20 leaf_count=141 26 21 34 29 20 31 27 7801 763 24 25 225 23 20 20 internal_value=0 0.354677 0.00289249 0.107915 0.0071926 0.01013 0.00664466 0.00984841 0.120311 -0.13521 0.0026513 -0.00273993 -0.224135 -0.0643211 -0.602069 internal_weight=0 168 9062 147 9028 9008 8977 8930 904 118 94 8026 69 46 47 internal_count=9230 168 9062 147 9028 9008 8977 8930 904 118 94 8026 69 46 47 cat_boundaries=0 3 4 cat_threshold=17309824 2164260865 16 17 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=201442 313891 179674 436427 263918 229351 1.3992e+06 266777 231345 189604 152723 threshold=1236.1260000000004 1164.4950000000001 497.97750000000002 458.28125000000006 164.55774000000002 323.80000000000007 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=0.38449285877114947 0.77751572721144724 -0.9823158186674118 -0.50974803874367158 1.4897084217071535 -1.3619469489221987 -0.20235111209062431 2.8610996093749996 0.96730243047078446 -1.0439664182208832 0.0012132542295685714 0.49662941589355469 leaf_weight=121 34 32 38 20 23 104 20 24 21 8768 25 leaf_count=121 34 32 38 20 23 104 20 24 21 8768 25 internal_value=0 0.00636892 0.00982133 0.0141311 -0.44511 0.010873 0.401302 0.0169589 0.00438779 0.0068645 -0.110392 internal_weight=0 9196 9164 9078 86 9058 148 128 8910 8889 63 internal_count=9230 9196 9164 9078 86 9058 148 128 8910 8889 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=203868 251420 245948 125773 138655 142976 606788 204881 75701.1 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=0.75242390354177846 0.9706132394617254 0.8185523796081543 -1.1042663516998292 -0.73032498127705336 -0.72040271612314077 0.004343618260170789 -0.036393118412584385 -0.79731065511703492 0.033286639451980592 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 0.0068244 0.00346065 0.00588191 0.0088173 0.0109084 0.175981 0.00135254 -0.462391 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=20 num_cat=1 split_feature=1 7 7 1 4 3 1 1 1 25 26 0 0 26 4 5 0 6 7 split_gain=350195 164894 1.1528e+06 385177 313971 217686 1.40362e+06 181484 245495 152439 818216 403808 148319 109440 102375 105209 102300 42276 42895.2 threshold=660.10000000000002 383.30250000000007 449.64000000000004 31.849500000000003 1219.7885000000003 346.12500000000006 303.37500000000006 321.38250000000005 563.68750000000011 0 2022.5000000000002 1265.0725000000002 254.41050000000004 2022.5000000000002 231.15000000000003 31.602000000000004 83.65000000000002 144.56250000000003 591.48000000000013 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 17 5 7 14 9 16 10 -1 -11 13 -2 15 -7 -9 18 -4 right_child=12 2 3 -5 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 leaf_value=-0.46948935114104173 0.17782259397506714 2.5707800502777101 0.12421793244101785 1.0176466707082894 -1.2173030471801758 -0.029461733088773839 2.8509043283462523 -0.44890470957351947 0.571239643573761 0.0037691019860577732 1.196166490236918 -1.3527580998160622 -1.1678826120495795 -0.71144054951206326 -0.63711813381740023 0.76096109356198993 -1.2478981122103605 -0.69452411323785779 -0.44938975712284446 leaf_weight=58 25 20 22 26 21 85 20 59 20 8641 60 22 32 31 21 21 22 28 32 leaf_count=58 25 20 22 26 21 85 20 59 20 8641 60 22 32 31 21 21 22 28 32 internal_value=0 0.0090613 0.365469 -0.0429217 0.00402039 0.006861 0.388534 0.000544179 -0.420934 0.00539207 0.347966 0.000323779 -0.624788 -0.314448 0.000759487 0.127131 -0.665915 -0.379199 -0.215698 internal_weight=0 9178 128 108 9050 9029 147 8882 101 8781 118 8663 88 56 127 106 81 82 54 internal_count=9266 9178 128 108 9050 9029 147 8882 101 8781 118 8663 88 56 127 106 81 82 54 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=521 num_leaves=20 num_cat=2 split_feature=1 7 7 1 5 3 1 1 3 2 3 25 24 1 3 6 7 1 1 split_gain=343226 161612 1.12986e+06 377512 254427 197720 205065 382845 203259 153531 183865 141150 878747 131347 42405.1 41434.7 42041.6 25948.7 21545.7 threshold=660.10000000000002 383.30250000000007 449.64000000000004 31.849500000000003 1211.5375000000001 593.34250000000009 390.72000000000008 557.67000000000019 802.66250000000002 557.67000000000019 73.320000000000007 0 1 256.61250000000007 1164.6975000000002 144.56250000000003 591.48000000000013 1183.6900000000003 453.00000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 4 -3 15 5 6 11 18 -7 10 17 12 -1 -13 -10 16 -4 -2 -8 right_child=9 2 3 -5 -6 8 7 -9 14 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 leaf_value=0.8446480852658631 -0.28415389548177306 2.545072208404541 0.12297576947645707 1.0074702570988583 -1.1226625709533691 1.3892698020935057 -1.2238619265349016 0.6072121288662865 0.46966731915107141 0.044525795364379887 -1.6737944183349609 -0.0038281275381841489 -0.35908936100621375 0.38669108207369673 -0.11979527100272801 -0.68757888121264321 -0.44489585616160188 -0.77666194152832035 -0.81079274313790461 leaf_weight=112 23 20 22 26 20 20 23 21 26 25 20 8576 114 87 23 28 32 20 28 leaf_count=112 23 20 22 26 20 20 23 21 26 25 20 8576 114 87 23 28 32 20 28 internal_value=0 0.00897069 0.361815 -0.0424924 0.00398019 0.00647552 0.00236944 -0.529161 0.539731 -0.61854 -0.881661 0.00667478 0.247966 9.36357e-05 0.192981 -0.375407 -0.213541 -0.513227 -0.997079 internal_weight=0 9178 128 108 9050 9030 8961 72 69 88 63 8889 226 8663 49 82 54 43 51 internal_count=9266 9178 128 108 9050 9030 8961 72 69 88 63 8889 226 8663 49 82 54 43 51 cat_boundaries=0 2 3 cat_threshold=8320 65537 1937 is_linear=0 shrinkage=0.01 Tree=522 num_leaves=24 num_cat=2 split_feature=1 25 24 1 13 1 5 15 11 0 2 0 0 2 2 26 6 6 7 10 26 6 7 split_gain=336402 159994 248900 499227 278777 249070 214366 237195 176866 185267 150476 152180 128602 127898 177415 43306.5 41983.2 39345.4 47863.3 27111.9 25896.7 2422.68 1018.63 threshold=660.10000000000002 0 1 378.05000000000007 548.95500000000004 492.37500000000006 593.34250000000009 13.037000000000001 160.31250000000003 290.03125000000006 557.67000000000019 134.19600000000003 470.16250000000008 577.68750000000011 190.53000000000003 2022.5000000000002 285.37500000000006 218.29500000000002 223.66250000000002 216.92000000000004 2022.5000000000002 387.99000000000007 362.77500000000003 decision_type=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 8 4 6 -5 7 -4 9 13 11 15 16 14 -1 -2 17 18 19 -3 -11 -18 -20 right_child=10 12 3 5 -6 -7 -8 -9 -10 20 -12 -13 -14 -15 -16 -17 21 -19 22 -21 -22 -23 -24 leaf_value=-0.055045297740075903 -0.18853264892101287 -0.0067531685841498296 0.15563642242872086 2.0104370525905066 1.1982531603177389 0.45114334011077878 -0.68510730743408199 -0.59953191355217339 0.79425984631413993 -0.46786878289545286 0.044080512619018554 -1.5679060359228225 -0.74483756979306537 -0.70856219461986003 0.76011136719158712 -0.83147912675684155 -0.19897937726974488 0.32033408844636546 -0.24073040874380816 -0.23380412778764403 -0.90233502097751783 -0.33694789954594206 -0.31867932898799578 leaf_weight=575 20 6819 1271 21 24 20 33 43 23 34 25 21 24 28 28 22 20 36 38 53 23 35 30 leaf_count=575 20 6819 1271 21 24 20 33 43 23 34 25 21 24 28 28 22 20 36 38 53 23 35 30 internal_value=0 0.00888627 0.0847748 0.16134 0.129966 1.24981 0.110932 0.130924 -0.0674077 -0.0971932 -0.612355 -0.872845 -0.0140505 -0.0478727 -0.0171939 -0.525314 -0.0115759 -0.00940619 -0.0111167 -0.00850429 -0.64318 -0.286778 -0.27512 internal_weight=0 9178 2123 1412 1371 41 1347 1314 711 688 88 63 7055 631 603 42 7031 6976 6940 6872 57 55 68 internal_count=9266 9178 2123 1412 1371 41 1347 1314 711 688 88 63 7055 631 603 42 7031 6976 6940 6872 57 55 68 cat_boundaries=0 3 4 cat_threshold=19407232 83951617 528 2464 is_linear=0 shrinkage=0.01 Tree=523 num_leaves=25 num_cat=2 split_feature=1 25 24 1 4 1 5 0 12 11 0 2 3 0 2 2 6 6 11 3 1 10 11 6 split_gain=329708 156810 243947 489293 366645 244113 243436 245673 227945 173346 181580 147481 179148 126043 125353 173885 41147.7 38562.4 39071.8 35245.1 25446.5 24164.6 5696.2 2374.47 threshold=660.10000000000002 0 1 378.05000000000007 893.62500000000011 492.37500000000006 154.27494000000004 960.86250000000007 119.77250000000002 160.31250000000003 290.03125000000006 557.67000000000019 73.320000000000007 470.16250000000008 577.68750000000011 190.53000000000003 285.37500000000006 218.29500000000002 162.84524000000002 52.300500000000007 1183.6900000000003 273.11034000000006 366.17750000000007 387.99000000000007 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 6 -5 7 -4 -8 10 14 12 20 16 15 -1 17 18 21 -12 -2 -3 -20 -18 right_child=11 13 3 5 -6 -7 8 -9 -10 -11 19 -13 -14 -15 -16 -17 23 -19 22 -21 -22 -23 -24 -25 leaf_value=-0.054494842184496968 -0.27359232570814052 -0.0070922158512834333 0.1269616899313101 1.9903325934637162 1.4092230264707044 0.44663188648223878 -0.59538204508583714 1.1701369890959368 0.59529389572143554 0.78631723777107565 -0.81956886535560758 0.043639703369140623 -1.6460239772796632 -0.73738918066024783 -0.70147657087871007 0.75251026953969691 -0.1969895806312561 0.3171307537332177 -0.26401057103100944 -0.29852919006347656 -0.76131128215789801 -0.29636793761417785 -0.072026749134063719 -0.33357842567988805 leaf_weight=575 23 6823 1224 21 22 20 82 23 20 23 37 25 20 24 28 28 20 36 68 20 20 29 20 35 leaf_count=575 23 6823 1224 21 22 20 82 23 20 23 37 25 20 24 28 28 20 36 68 20 20 29 20 35 internal_value=0 0.00879741 0.0839271 0.159727 0.128666 1.23731 0.107783 0.146202 -0.361916 -0.0667336 -0.0962213 -0.606231 -0.864116 -0.0139099 -0.047394 -0.017022 -0.0114602 -0.00931213 -0.0110055 -0.636748 -0.500438 -0.00831653 -0.220378 -0.28391 internal_weight=0 9178 2123 1412 1371 41 1349 1247 102 711 688 88 63 7055 631 603 7031 6976 6940 57 43 6852 88 55 internal_count=9266 9178 2123 1412 1371 41 1349 1247 102 711 688 88 63 7055 631 603 7031 6976 6940 57 43 6852 88 55 cat_boundaries=0 3 4 cat_threshold=19407232 83951617 528 2464 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=169968 345251 300558 211695 138138 164236 147485 222920 57482.9 44944.6 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=0.057257877893571278 0.82635825653076167 -1.0362060691416264 1.09927648499012 -1.026379644393921 -0.37649366060892742 0.21464250147342681 -0.010382176141083844 0.49107096337896639 -0.30251564022372751 -0.90396748706272678 leaf_weight=1760 25 32 25 20 30 32 7112 127 68 35 leaf_count=1760 25 32 25 20 30 32 7112 127 68 35 internal_value=0 0.000699209 0.00430231 0.00132165 0.00356456 -0.371805 0.00758032 0.0859989 -0.0131306 -0.660518 internal_weight=0 9241 9209 9184 9164 97 9067 1887 7180 65 internal_count=9266 9241 9209 9184 9164 97 9067 1887 7180 65 cat_boundaries=0 3 cat_threshold=17310080 83951617 528 is_linear=0 shrinkage=0.01 Tree=525 num_leaves=10 num_cat=0 split_feature=2 2 0 0 10 13 13 12 0 split_gain=254441 224664 151063 304258 137749 130509 292951 143137 9774.56 threshold=1202.4650000000004 890.22500000000014 1265.0725000000002 744.3325000000001 1064.4750000000001 548.95500000000004 844.84875000000011 308.62500000000006 1005.9575000000001 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=-0.01224859994596543 -0.81928754279488025 0.94736702919006355 -0.74879010730319551 0.95840820948282879 0.78655503359707923 1.3887316531226748 -0.26251149372621013 0.39768711323698247 0.66298839387439545 leaf_weight=8897 38 25 27 24 22 21 22 86 21 leaf_count=8897 38 25 27 24 22 21 22 86 21 internal_value=0 0.000689887 -0.00190517 0.000312567 -0.00376684 -0.00569317 0.54391 -0.00832402 0.820546 internal_weight=0 9145 9120 9093 9048 9026 43 8983 45 internal_count=9183 9145 9120 9093 9048 9026 43 8983 45 is_linear=0 shrinkage=0.01 Tree=526 num_leaves=9 num_cat=1 split_feature=5 10 2 2 25 26 0 0 split_gain=540291 160743 209488 185071 182328 138824 129856 197768 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=0.04486794628699621 1.6391430039405821 0.81105708122253417 -0.78057564599173401 0.89045603876528534 -0.013663970732651538 0.7169769600459508 -0.63929650913585312 0.77389428496360779 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 -0.0062598 -0.00840616 -0.00543758 -0.00770667 0.359862 -0.0131407 -0.0108402 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=527 num_leaves=10 num_cat=1 split_feature=5 10 2 2 25 26 13 0 2 split_gain=529539 157544 205319 181388 178700 136062 127308 125050 52161.7 threshold=1435.0600000000002 1211.5375000000001 1164.4950000000001 890.22500000000014 0 2022.5000000000002 464.11500000000007 1265.0725000000002 9.775500000000001 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 5 -1 7 -6 -8 right_child=-2 -3 -4 -5 6 -7 8 -9 -10 leaf_value=0.04441925779978434 1.6227516322135926 0.80294647216796877 -0.77276991626194547 0.88155144691467291 -0.0080880913345951662 0.70980722336542046 -0.25497033056459928 -0.7629498030922629 -0.8759832191467285 leaf_weight=60 20 24 35 23 8877 63 38 22 21 leaf_count=60 20 24 35 23 8877 63 38 22 21 internal_value=0 -0.0061972 -0.0083221 -0.00538321 -0.0076296 0.356263 -0.0130093 -0.00995425 -0.476009 internal_weight=0 9163 9139 9104 9081 123 8958 8899 59 internal_count=9183 9163 9139 9104 9081 123 8958 8899 59 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 0 26 split_gain=519001 203037 193908 299819 198427 190595 168636 154501 threshold=1435.0600000000002 1341.6425000000002 1064.4750000000001 1202.4650000000004 890.22500000000014 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=0.043975067297617597 1.6065240879058837 -0.96565686312588783 0.82708245618002751 -0.98814748487164894 0.96790312040419813 -0.0082592205147632453 -0.74709617368636583 0.75866452342174084 leaf_weight=60 20 22 28 31 21 8909 31 61 leaf_count=60 20 22 28 31 21 8909 31 61 internal_value=0 -0.00613523 -0.00382591 -0.0063789 -0.00302779 -0.00527804 -0.0108091 0.373413 internal_weight=0 9163 9141 9113 9082 9061 8940 121 internal_count=9183 9163 9141 9113 9082 9061 8940 121 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=529 num_leaves=20 num_cat=5 split_feature=5 4 25 0 0 0 1 4 2 0 24 25 8 17 25 2 0 0 25 split_gain=508673 198997 146019 320838 336134 397951 424549 309081 481780 309982 213038 431895 187296 169035 115016 184036 96160.4 42485.9 41834.3 threshold=1435.0600000000002 1341.6425000000002 0 66.112500000000011 235.50000000000003 458.28125000000006 66.112500000000011 844.84875000000011 1013.1050000000001 1052.6300000000003 1 2 137.99750000000003 619.41500000000008 3 66.112500000000011 143.49000000000004 366.17750000000007 4 decision_type=2 2 9 2 2 2 2 2 2 2 1 9 2 2 9 2 2 2 9 left_child=1 2 3 10 16 17 -7 8 9 13 11 -1 -13 -4 15 -12 -5 -6 -16 right_child=-2 -3 7 4 5 6 -8 -9 -10 -11 14 12 -14 -15 18 -17 -18 -19 -20 leaf_value=0.75469298480886282 1.5904587965011598 -0.95600030205466524 -0.023650631186759568 0.62450791521770199 -0.839078041956975 1.4886925213912436 -0.40516818904876706 1.1846337092490424 -1.4160822616577151 -1.057023028669686 -0.29543461181310365 0.010575816851752809 1.0015600895881653 0.89703618335723878 -0.025395877568164745 0.58742469237400929 1.3227850911491796 -0.24198067915710536 0.098289566420093927 leaf_weight=103 20 22 6791 41 26 29 20 21 25 29 257 411 20 20 876 26 38 22 386 leaf_count=103 20 22 6791 41 26 29 20 21 25 29 257 411 20 20 876 26 38 22 386 internal_value=0 -0.00607388 -0.00378765 0.0658835 0.476135 0.0817435 0.715688 -0.0266603 -0.0304044 -0.0253398 0.0314701 0.201578 0.0552786 -0.0209471 -0.0284448 -0.207009 0.960388 -0.565408 0.0129103 internal_weight=0 9163 9141 2255 176 97 49 6886 6865 6840 2079 534 431 6811 1545 283 79 48 1262 internal_count=9183 9163 9141 2255 176 97 49 6886 6865 6840 2079 534 431 6811 1545 283 79 48 1262 cat_boundaries=0 3 4 6 8 11 cat_threshold=268967936 218169474 536870928 2051 532480 67108864 532480 67108864 0 134217728 536870928 is_linear=0 shrinkage=0.01 Tree=530 num_leaves=18 num_cat=1 split_feature=12 12 5 14 25 6 2 2 0 3 8 1 1 5 12 6 12 split_gain=264908 705201 261713 196954 169165 297296 297415 1.0792e+06 211078 105846 92501.6 81412.7 44275.6 38531.1 37696.7 13736.8 3884.06 threshold=465.34500000000008 308.62500000000006 802.66250000000002 73.46250000000002 0 175.23750000000004 665.43750000000011 352.38000000000005 483.75000000000006 593.34250000000009 538.6450000000001 28.484500000000004 133.08750000000001 1211.5375000000001 378.05000000000007 543.33000000000004 747.7125000000002 decision_type=2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 16 5 6 7 -1 9 10 -6 -10 15 -4 -3 -7 -2 right_child=3 14 13 -5 8 12 -8 -9 11 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.15764751519519052 -0.36451367503120785 1.5597640020950982 -0.40140029156649554 -1.4236332946590013 -0.010260276939720382 -0.45334871968915386 -0.78864947128295892 2.1909987152947319 -0.31548934431637038 0.63088629062359147 0.5460597813924154 -1.0961985432017933 -0.090763652038574227 -0.92211616484324144 0.96614634943008426 -0.76503155800012435 -0.18318261588061296 leaf_weight=785 21 23 27 21 8021 31 30 27 34 26 30 22 25 30 20 26 27 leaf_count=785 21 23 27 21 8021 31 30 27 34 26 30 22 25 30 20 26 27 internal_value=0 0.00604755 1.97406e-05 -0.615899 0.00427086 0.131731 0.189134 0.225259 -0.0103593 -0.0061301 -0.00818729 -0.622197 -0.441631 -0.675461 1.28366 -0.59552 -0.262515 internal_weight=0 9157 9114 69 9057 924 842 812 8133 8077 8051 56 82 57 43 57 48 internal_count=9226 9157 9114 69 9057 924 842 812 8133 8077 8051 56 82 57 43 57 48 cat_boundaries=0 1 cat_threshold=8576 is_linear=0 shrinkage=0.01 Tree=531 num_leaves=16 num_cat=1 split_feature=4 19 25 1 6 4 14 9 3 8 5 1 4 14 7 split_gain=367115 220140 227172 281644 302309 214360 213682 242352 147347 97265.8 389077 127264 87003.4 51227.9 46829.5 threshold=1219.7885000000003 559.05000000000007 0 1183.6900000000003 175.23750000000004 589.71000000000015 52.300500000000007 690.66750000000013 593.34250000000009 226.95300000000003 43.440000000000005 160.85000000000005 326.16700000000009 451.12500000000006 13.037000000000001 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=0.24732844696766415 -1.1219761611675394 -0.93218120422363282 -0.0070217965220503685 1.2979167157127744 -0.39182943701744083 -0.88326529336827142 -0.88606535053253166 -0.86709532165527348 0.74481018506563634 -0.044465745184156635 1.305299949645996 -0.26247938575297597 0.1698284809589386 -0.17032877159118651 -0.92557024421691891 leaf_weight=803 29 25 7823 21 48 28 20 20 26 90 28 200 20 20 25 leaf_count=803 29 25 7823 21 48 28 20 20 26 90 28 200 20 20 25 internal_value=0 0.00492431 0.00747857 0.150801 0.12718 -0.00978029 0.185556 0.220246 -0.00679758 -0.009198 0.275818 -0.0133899 -0.414521 -0.528197 -0.574617 internal_weight=0 9197 9172 977 956 8195 863 823 8167 8141 118 8023 93 40 73 internal_count=9226 9197 9172 977 956 8195 863 823 8167 8141 118 8023 93 40 73 cat_boundaries=0 1 cat_threshold=8576 is_linear=0 shrinkage=0.01 Tree=532 num_leaves=21 num_cat=2 split_feature=4 19 25 24 0 1 1 3 0 4 1 4 6 3 0 0 1 10 0 4 split_gain=359809 215759 222651 512125 720266 544882 514008 338136 280781 268773 239585 210094 201256 144415 94433.5 250527 121439 73706.7 51833.9 34503 threshold=1219.7885000000003 559.05000000000007 0 1 210.75000000000003 98.63000000000001 184.72500000000005 10.942500000000003 309.90000000000003 194.45000000000002 51.670000000000009 589.71000000000015 13.037000000000001 593.34250000000009 232.70000000000002 210.75000000000003 258.76500000000004 117.08000000000003 525.67500000000007 2.6721240000000006 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 -7 12 17 -8 -6 13 -1 14 15 -4 -16 -5 -10 -9 right_child=-2 -3 11 5 10 6 9 19 18 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=0.41245025425891713 -1.1107563847508923 -0.92285940551757817 -0.0070025969282691766 -0.10315363050286853 2.0100948932766913 2.0117014380863734 -0.25281209667523702 -0.7588958371918777 -0.65226474943615143 1.1556631393432617 0.71773786471440248 -0.87443264446088254 -0.44127911249796548 0.73736205687889678 -0.13670027183069217 1.1136145467758178 -0.9195909889884617 -0.67633548498153684 -1.3548713924771263 -0.21899674129486082 leaf_weight=347 29 25 7955 344 32 21 42 29 21 20 26 28 30 26 143 20 23 24 21 20 leaf_count=347 29 25 7955 344 32 21 42 29 21 20 26 28 30 26 143 20 23 24 21 20 internal_value=0 0.00487507 0.00740378 0.149293 0.377486 -0.077785 0.659529 0.242944 -0.228943 0.201535 1.43076 -0.00968249 0.344514 -0.00672961 -0.00910602 -0.00419227 -0.245173 -0.140535 -1.00357 -0.538529 internal_weight=0 9197 9172 977 484 493 83 426 410 62 58 8195 377 8167 8141 7975 166 368 42 49 internal_count=9226 9197 9172 977 484 493 83 426 410 62 58 8195 377 8167 8141 7975 166 368 42 49 cat_boundaries=0 1 2 cat_threshold=8576 1103 is_linear=0 shrinkage=0.01 Tree=533 num_leaves=21 num_cat=2 split_feature=4 19 25 24 0 1 1 3 0 4 1 4 7 3 8 0 7 7 0 4 split_gain=352649 211466 218221 501934 705932 534039 503779 331407 275194 263425 234818 205913 198800 141541 95539.8 154786 153726 93391.7 50802.4 33816.4 threshold=1219.7885000000003 559.05000000000007 0 1 210.75000000000003 98.63000000000001 184.72500000000005 10.942500000000003 309.90000000000003 194.45000000000002 51.670000000000009 589.71000000000015 293.06250000000006 593.34250000000009 226.95300000000003 232.70000000000002 218.29500000000002 397.87500000000006 525.67500000000007 2.6721240000000006 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 -7 12 17 -8 -6 13 -1 14 15 -4 -16 -5 -10 -9 right_child=-2 -3 11 5 10 6 9 19 18 -11 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 leaf_value=0.28671674007461184 -1.099648838043213 -0.91363080635070804 -0.0070248685404184913 -0.097051550791014074 1.989993954896927 1.9915844227018813 -0.25028395925249375 -0.75130687845164335 -0.64574207850864951 1.1441064949035644 0.71056043184720552 -0.8656883123091289 1.3112586879730226 0.72998845393841083 0.062718102904883305 -0.32714557867158539 0.89163787142435713 -0.74224986106157309 -1.341322689510527 -0.21680678462982181 leaf_weight=357 29 25 7869 344 32 21 42 29 21 20 26 28 20 26 88 154 30 24 21 20 leaf_count=357 29 25 7869 344 32 21 42 29 21 20 26 28 20 26 88 154 30 24 21 20 internal_value=0 0.00482632 0.00732975 0.1478 0.373711 -0.0770072 0.652933 0.240514 -0.226654 0.199519 1.41645 -0.00958566 0.341069 -0.00666231 -0.00901496 -0.0131695 0.27346 -0.13913 -0.993532 -0.533144 internal_weight=0 9197 9172 977 484 493 83 426 410 62 58 8195 377 8167 8141 8023 118 368 42 49 internal_count=9226 9197 9172 977 484 493 83 426 410 62 58 8195 377 8167 8141 8023 118 368 42 49 cat_boundaries=0 1 2 cat_threshold=8576 1103 is_linear=0 shrinkage=0.01 Tree=534 num_leaves=16 num_cat=1 split_feature=4 19 25 1 6 14 12 4 3 8 5 1 4 14 7 split_gain=345631 207258 213878 274791 293040 209498 237702 201816 138724 93638.5 380445 123491 82911 49598.6 45374 threshold=1219.7885000000003 559.05000000000007 0 1183.6900000000003 175.23750000000004 52.300500000000007 308.62500000000006 589.71000000000015 593.34250000000009 226.95300000000003 43.440000000000005 154.71744000000004 326.16700000000009 451.12500000000006 13.037000000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 11 -11 -4 14 -7 -6 right_child=-2 -3 7 -5 12 13 -8 -9 -10 10 -12 -13 -14 -15 -16 leaf_value=0.18230736004690681 -1.0886523174417431 -0.90449449424743644 -0.0066689559868925883 1.2793689473470051 -0.38672974268595378 -0.8784252305030823 1.1040450891955147 -0.85703144550323485 0.72268858029292182 -0.045984942091835866 1.2887246642793928 -0.25471500128001262 0.16007210779190065 -0.17416241931915286 -0.91211082706451418 leaf_weight=794 29 25 7817 21 48 20 29 28 26 90 28 206 20 20 25 leaf_count=794 29 25 7817 21 48 20 29 28 26 90 28 206 20 20 25 internal_value=0 0.00477806 0.00725645 0.146322 0.122964 0.180438 0.214787 -0.00948981 -0.00659569 -0.00892481 0.270726 -0.0130378 -0.410369 -0.526294 -0.566655 internal_weight=0 9197 9172 977 956 863 823 8195 8167 8141 118 8023 93 40 73 internal_count=9226 9197 9172 977 956 863 823 8195 8167 8141 118 8023 93 40 73 cat_boundaries=0 1 cat_threshold=8576 is_linear=0 shrinkage=0.01 Tree=535 num_leaves=10 num_cat=1 split_feature=4 0 25 10 11 12 4 1 26 split_gain=374659 356834 292902 159501 117471 141911 770293 177962 18452.1 threshold=1422.3575000000001 1219.7885000000003 0 1211.5375000000001 967.98500000000013 308.62500000000006 14.655000000000003 438.04750000000007 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=-0.38478274103254079 1.3350076330275764 0.96483237316733905 -0.0090348472841541901 0.89275445938110354 -0.76680636072158825 -0.13711700662322668 1.9760486677418585 0.36227480062091622 -0.62684231296662363 leaf_weight=64 21 38 8803 20 20 69 23 131 62 leaf_count=64 21 38 8803 20 20 69 23 131 62 internal_value=0 -0.00220969 -0.00620747 0.000708599 -0.00126286 0.000433446 0.391174 -0.0035903 -0.466841 internal_weight=0 9230 9192 9066 9046 9026 92 8934 126 internal_count=9251 9230 9192 9066 9046 9026 92 8934 126 cat_boundaries=0 2 cat_threshold=16785408 2147483648 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 1 9 12 split_gain=367203 349733 140509 808792 244997 117035 184663 496512 177974 218961 146561 80053.2 5715.27 threshold=1422.3575000000001 1219.7885000000003 308.62500000000006 14.655000000000003 1318.45 175.23750000000004 438.04750000000007 497.97750000000002 223.66250000000002 190.42000000000004 272.25000000000006 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=-0.0030819875863896573 1.321657478695824 0.9551840179844906 -0.27666309501185565 1.8478295672381366 -1.0891750494639079 -0.2585372141003609 1.6758712220191956 0.058955534840678121 -0.84074032606222693 0.56110418200492862 -0.44130473400091197 0.37603082847595221 -0.48201152490532923 leaf_weight=8621 21 38 33 27 21 176 24 91 39 40 77 20 23 leaf_count=8621 21 38 33 27 21 176 24 91 39 40 77 20 23 internal_value=0 -0.00218759 -0.0061454 0.361125 -0.0103074 -0.00780896 -0.00169799 0.396399 -0.219009 -0.106752 -0.0069614 -0.167046 -0.361003 internal_weight=0 9230 9192 103 9089 9068 8813 115 255 216 8698 76 56 internal_count=9251 9230 9192 103 9089 9068 8813 115 255 216 8698 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=359896 254961 340920 157474 458109 187382 764692 162867 108449 108410 51305.4 threshold=1422.3575000000001 1374.9750000000004 1236.1260000000004 569.59500000000014 438.71000000000009 41.469500000000004 308.62500000000006 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=-0.016894479687175442 1.3084409768240792 -1.0774104348095981 1.0307782945036887 -0.43486080932617188 0.70724556128184002 0.092393697550099713 1.8517391843062181 -0.92620258653486109 0.72034326910972601 0.43775197664896648 1.3930293788909913 leaf_weight=8494 21 22 32 35 24 496 26 37 20 24 20 leaf_count=8494 21 22 32 35 24 496 26 37 20 24 20 internal_value=0 -0.00216572 0.000403286 -0.00319 0.00106962 -0.00388694 0.180024 -0.406079 -0.0151627 -0.0798997 1.01897 internal_weight=0 9230 9208 9176 9080 9036 522 96 8514 59 44 internal_count=9251 9230 9208 9176 9080 9036 522 96 8514 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=352734 341494 134703 790759 236861 149050 211800 155188 124155 77467.2 23789.4 5584.66 threshold=1422.3575000000001 1219.7885000000003 308.62500000000006 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=-0.0033012343628652475 1.2953564671107702 0.94388387278506625 -0.27613030321670301 1.8235849345171895 -1.070933495930263 1.1511782493591309 -0.94073740391504201 -0.45417472343940241 0.11165654429682979 0.36553061676025395 -0.47986264010270441 -0.47911882048067839 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 -0.00214406 -0.00605497 0.353547 -0.0101301 -0.00767347 -0.0105999 -0.00716902 0.554006 -0.168703 -0.694938 -0.359501 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=329791 411273 263644 152287 640622 426329 327462 149134 223536 508722 126252 104630 157665 82901.8 13099 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=-0.38078096648678184 1.3763278131899626 1.4291105389595031 -0.014451765399724566 1.8285835635143779 0.33480316555689249 1.4886333665847777 -0.37944540613480199 -0.52935294528802235 0.76758314424753193 -0.087577406875157762 0.30389238811674574 -0.97318592707316087 0.49296341289173479 0.41591692892710369 -0.58557592720281881 leaf_weight=64 23 20 8366 23 116 20 121 48 110 167 21 24 22 45 61 leaf_count=64 23 20 8366 23 116 20 121 48 110 167 21 24 22 45 61 internal_value=0 -0.00333427 -0.00645268 8.92086e-05 0.229671 0.0865779 -0.031739 -0.00723054 -0.00294411 0.276566 0.864484 -0.403406 -0.208054 -0.0121492 -0.445112 internal_weight=0 9207 9187 9062 280 257 237 8782 8688 277 44 94 70 8411 125 internal_count=9251 9207 9187 9062 280 257 237 8782 8688 277 44 94 70 8411 125 cat_boundaries=0 2 3 4 cat_threshold=16785408 2147483648 3604 2125 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=563064 171805 193142 146106 275824 164905 192170 81280.2 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=-0.0010119044779156202 1.6365386808486213 0.68669402811262348 -0.88324395170211789 0.96768772830133853 -1.015361560538963 0.90390248417854313 -0.51970314151710939 0.1775448112487793 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 -0.00277923 -0.00548158 -0.00308594 -0.00613268 -0.00313167 -0.00513395 0.520437 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=1 split_feature=5 1 8 8 25 1 1 2 8 6 split_gain=551859 168386 189299 143198 108568 94310.1 181948 83649.9 79662.7 36558.3 threshold=1435.0600000000002 1236.1260000000004 1236.1260000000004 515.18500000000006 0 715.87500000000011 487.50000000000006 66.112500000000011 715.87500000000011 44.590000000000011 decision_type=2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 7 6 -6 9 -5 -1 right_child=-2 -3 -4 8 5 -7 -8 -9 -10 -11 leaf_value=-0.38686812491030309 1.6201733611878895 0.67982709275351627 -0.87441151590347288 0.95801087545311969 -0.0018532960545482818 -0.4914149670111827 0.62870338439941409 0.21125385621014764 0.17576938756306967 0.068645895481109623 leaf_weight=148 21 36 25 23 8820 39 46 34 30 20 leaf_count=148 21 36 25 23 8820 39 46 34 30 20 internal_value=0 -0.00275144 -0.00542676 -0.00305508 -0.00607136 -0.000739304 0.00141826 -0.229721 0.515233 -0.33264 internal_weight=0 9221 9185 9160 9107 8905 8866 202 53 168 internal_count=9242 9221 9185 9160 9107 8905 8866 202 53 168 cat_boundaries=0 1 cat_threshold=524288 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 8 12 2 2 split_gain=252471 508320 480007 189672 410871 135553 135049 162508 314868 221535 152152 112644 109334 74891.6 34491.1 20644 threshold=323.80000000000007 441.88278000000008 374.25000000000006 548.95500000000004 747.7125000000002 3.0600000000000005 569.59500000000014 437.62500000000006 2022.5000000000002 1272.8850000000002 1205.5225000000003 2022.5000000000002 715.87500000000011 486.41000000000003 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=-0.001475145740470884 0.34108378680547075 -0.62062672026017129 2.2384640574455261 1.4690039132819288 -0.5522845492022378 0.46397411664326987 -0.21603095644996281 -0.16693683844346269 1.4585639936273749 0.974828110985134 -0.77173001582805922 -0.49216323175737936 -0.59846944758968967 -0.41046849081251358 -1.0248142428398133 0.23288381385803225 leaf_weight=8812 30 34 24 21 35 21 21 26 22 23 26 31 31 45 20 20 leaf_count=8812 30 34 24 21 35 21 21 26 22 23 26 31 31 45 20 20 internal_value=0 0.388587 1.18436 0.00145289 0.276137 -0.171188 -0.00611995 -0.00221686 0.578084 -0.00533362 -0.00786264 -0.387308 -0.00562811 -0.00355313 -0.701046 0.00295186 internal_weight=0 165 54 111 77 56 9077 8985 48 8937 8914 92 8888 8857 51 41 internal_count=9242 165 54 111 77 56 9077 8985 48 8937 8914 92 8888 8857 51 41 is_linear=0 shrinkage=0.01 Tree=543 num_leaves=9 num_cat=0 split_feature=5 4 13 2 2 1 2 3 split_gain=539470 278241 139563 141369 192413 177958 140898 136925 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 1422.3575000000001 1013.1050000000001 1209.1250000000002 9.775500000000001 652.50000000000011 decision_type=2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -4 -1 right_child=-2 -3 6 -5 -6 -7 -8 -9 leaf_value=0.004130114115838298 1.6018758097149077 -1.1524853206816175 -0.080235614095415395 0.82256084623790926 -0.89307261884212497 0.79949155160358976 -1.0750436305999755 -0.48753898833927362 leaf_weight=9011 21 21 35 21 24 28 24 57 leaf_count=9011 21 21 35 21 24 28 24 57 internal_value=0 -0.00272844 -0.000103996 0.00302511 0.00113802 0.00349742 -0.484903 0.00103956 internal_weight=0 9221 9200 9141 9120 9096 59 9068 internal_count=9242 9221 9200 9141 9120 9096 59 9068 is_linear=0 shrinkage=0.01 Tree=544 num_leaves=15 num_cat=2 split_feature=5 4 25 0 24 15 3 10 10 15 4 0 4 3 split_gain=528734 272704 136282 264326 210420 261710 365563 183178 619679 246117 147549 103230 77371.7 114797 threshold=1435.0600000000002 1374.9750000000004 0 1165.3425000000004 1 13.037000000000001 497.97750000000002 64.050000000000011 210.75000000000003 83.250000000000014 709.65000000000009 583.76964000000009 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 9 -9 -6 11 12 13 -4 right_child=-2 -3 10 -5 7 -7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=0.16870108449817103 1.5858571179707845 -1.1409604835510254 -0.01417742966774835 1.0213003434806036 -0.11485902048105544 -0.65860411002829267 1.5034075864156089 1.3131439042702702 -0.46950661610334349 0.76478640556335453 -0.78719385480880733 -0.56733111886417165 0.52951227169770465 -0.58829118565150673 leaf_weight=899 21 21 7103 29 880 37 21 39 39 33 25 34 26 35 leaf_count=899 21 21 7103 29 880 37 21 39 39 33 25 34 26 35 internal_value=0 -0.00270116 -0.000102957 0.0732497 0.059512 0.164287 0.199167 -0.0428932 0.421819 -0.0830646 -0.0202536 -0.017618 -0.0150091 -0.0169925 internal_weight=0 9221 9200 1977 1948 957 920 991 78 913 7223 7198 7164 7138 internal_count=9242 9221 9200 1977 1948 957 920 991 78 913 7223 7198 7164 7138 cat_boundaries=0 3 4 cat_threshold=33567104 2164588576 528 1613 is_linear=0 shrinkage=0.01 Tree=545 num_leaves=9 num_cat=2 split_feature=4 5 0 2 9 25 24 0 split_gain=351707 498877 227316 227439 103630 103934 571409 192617 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 1256.5500000000004 0 1 458.28125000000006 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=0.68945289618532424 1.2996576436360678 -1.5735980536937715 -1.0317111405872164 1.0493922932942708 -0.69416956492832727 0.0055864278101304685 -0.049240926288976902 -0.44960902396668778 leaf_weight=132 21 20 21 21 21 8408 400 94 leaf_count=132 21 20 21 21 21 8408 400 94 internal_value=0 0.00403014 0.00749859 0.00990311 0.00749237 0.00912342 0.143383 0.000553035 internal_weight=0 9117 9097 9076 9055 9034 532 8502 internal_count=9138 9117 9097 9076 9055 9034 532 8502 cat_boundaries=0 2 3 cat_threshold=532608 67174400 515 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=344704 488953 222795 222910 102821 355708 124471 105587 890.437 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=0.014209770461294447 1.2866609882173083 -1.5578620352745056 -1.0213940284365699 1.0388983081635974 -0.68842457362583698 1.3427183570861818 0.060540061624426586 -0.17105210170103091 -0.7816574277877808 leaf_weight=8637 21 20 21 21 21 20 38 319 20 leaf_count=8637 21 20 21 21 21 20 38 319 20 internal_value=0 0.00399686 0.00743065 0.00981113 0.00742452 0.0105858 -0.351766 0.00761101 -0.733904 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=337844 479223 218362 218474 104794 146463 155122 110303 126033 43170.9 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 319.12500000000006 492.13750000000005 806.46500000000003 700.81750000000011 1058.7500000000002 129.39000000000001 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=0.00671018519429749 1.273794417608352 -1.5422834215164185 -1.0111800784156437 1.0285093616303944 -0.3606576554214253 0.84580507278442385 0.59532654656304251 0.63414116462071746 -0.33110193929364606 -0.88918508338928226 leaf_weight=8846 21 20 21 21 68 21 45 24 31 20 leaf_count=8846 21 20 21 21 68 21 45 24 31 20 internal_value=0 0.00395689 0.00735634 0.00971302 0.00735027 0.0116595 0.00968935 -0.261211 0.0900951 -0.480778 internal_weight=0 9117 9097 9076 9055 8912 8891 143 55 88 internal_count=9138 9117 9097 9076 9055 8912 8891 143 55 88 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=331121 469687 214016 214127 102709 143548 152035 113239 90857.9 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1422.3575000000001 319.12500000000006 492.13750000000005 806.46500000000003 302.43750000000006 52.910000000000004 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=0.0066430828398337414 1.2610565221877326 -1.5268606197834016 -1.0010682878040131 1.0182242838541666 -0.27782510984234693 0.83734699476332897 0.58937332068549264 0.20093149478618916 -1.0015605113723063 leaf_weight=8846 21 20 21 21 82 21 45 39 22 leaf_count=8846 21 20 21 21 82 21 45 39 22 internal_value=0 0.00391732 0.00728278 0.00961589 0.00727677 0.011543 0.00959245 -0.258599 -0.430923 internal_weight=0 9117 9097 9076 9055 8912 8891 143 104 internal_count=9138 9117 9097 9076 9055 8912 8891 143 104 is_linear=0 shrinkage=0.01 Tree=549 num_leaves=8 num_cat=0 split_feature=4 5 0 0 1 19 12 split_gain=324532 460340 209757 157620 193023 112941 137706 threshold=1530.8125000000002 1374.9750000000004 1470.5550000000003 1081.6425000000002 1341.6425000000002 492.13750000000005 426.87000000000006 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=0.011361994255112157 1.2484460013253349 -1.511592025756836 -0.99105756305512926 0.81884831508000688 -0.97394287633895871 0.68074908103942877 -0.40798744835431067 leaf_weight=8928 21 20 21 24 20 25 79 leaf_count=8928 21 20 21 24 20 25 79 internal_value=0 0.00387815 0.00720995 0.00951973 0.00737392 0.0095469 0.0076839 internal_weight=0 9117 9097 9076 9052 9032 9007 internal_count=9138 9117 9097 9076 9052 9032 9007 is_linear=0 shrinkage=0.01 Tree=550 num_leaves=14 num_cat=1 split_feature=14 13 5 13 3 1 0 25 7 26 0 26 26 split_gain=161087 282330 653821 360869 158424 1.87178e+06 532289 130129 108874 101590 90626.6 33679 1390.41 threshold=1064.4750000000001 548.95500000000004 1374.9750000000004 874.60000000000014 488.75250000000005 415.60849999999999 1005.9575000000001 0 595.50000000000011 2022.5000000000002 50.730000000000011 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 -3 6 10 7 12 -9 -8 11 -6 -1 right_child=-2 3 -4 -5 5 -7 9 8 -10 -11 -12 -13 -14 leaf_value=-0.32670361423492433 -0.89645067930221556 1.6714526960124141 -1.7645411046062196 -0.048127308992239146 -0.22150695762634279 3.0543542080833799 -1.5520234215777853 0.010055030096518678 -0.444545372297179 -0.60151255087418987 0.25189230225302955 -0.70500664851244765 -0.39988601331357598 leaf_weight=50 20 23 21 26 25 21 23 8783 53 22 22 34 54 leaf_count=50 20 23 21 26 25 21 23 8783 53 22 22 34 54 internal_value=0 0.00198815 -0.00208461 0.759022 0.00198842 0.393874 -0.00246037 0.00300038 0.00731997 -1.08733 -0.29588 -0.500134 -0.332711 internal_weight=0 9157 9108 49 9087 102 8985 8940 8836 45 81 59 104 internal_count=9177 9157 9108 49 9087 102 8985 8940 8836 45 81 59 104 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=157881 276712 640810 353688 230398 224678 187178 130488 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=0.0073096219077664771 -0.88748612976074215 1.6547382031316342 -1.7468956958679926 -0.047646051920377297 -0.99762984897779383 0.97077522516250614 -0.8453180078359751 -0.49034546272934604 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 0.00196827 -0.00206376 0.751432 0.00196853 0.00450503 0.00193971 0.00438354 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=2 split_feature=12 12 10 13 5 13 15 25 3 25 3 15 split_gain=167705 298346 565494 275319 427655 269763 128070 94771.8 149421 71729.8 38183.6 43095.3 threshold=568.53250000000014 308.62500000000006 64.050000000000011 548.95500000000004 1211.5375000000001 195.67000000000004 91.800000000000026 0 488.75250000000005 1 123.63250000000001 674.04250000000013 decision_type=2 2 2 2 2 2 2 9 2 9 2 2 left_child=1 3 -3 4 6 -2 7 8 -1 -9 11 -8 right_child=5 2 -4 -5 -6 -7 10 9 -10 -11 -12 -13 leaf_value=0.028731756954482109 -0.013523591336082011 -0.090311643932804914 1.9794818249615755 0.83726159132443945 -1.2171655107366628 -1.4771613302230835 -0.14394027113116212 -0.27490454640881767 0.48180372209162331 -0.022538753885864082 -0.66181745280390203 -0.64787926101684579 leaf_weight=4455 34 33 22 39 29 20 112 106 74 4210 23 20 leaf_count=4455 34 33 22 39 29 20 112 106 74 4210 23 20 internal_value=0 0.00331843 0.737606 -0.00113523 -0.00475662 -0.555612 -0.000849968 0.0041437 0.036055 -0.0293579 -0.285811 -0.220295 internal_weight=0 9123 55 9068 9029 54 9000 8845 4529 4316 155 132 internal_count=9177 9123 55 9068 9029 54 9000 8845 4529 4316 155 132 cat_boundaries=0 3 5 cat_threshold=2519230720 1579485218 604045904 16777344 2147483648 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 10 7 26 split_gain=164366 292412 1.17237e+06 264127 164949 181177 266532 224749 224070 188949 143802 92522.4 85442 25768.8 threshold=568.53250000000014 308.62500000000006 47.808000000000007 1265.0725000000002 489.67750000000007 515.18500000000006 721.76691000000005 1005.9575000000001 1236.1260000000004 2022.5000000000002 254.41050000000004 42.190000000000005 44.590000000000011 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 -2 -8 -6 right_child=11 2 -4 -5 10 6 12 9 -10 -11 -12 -13 -14 -15 leaf_value=0.0021439632372253149 -0.16573148768523646 -0.37342224645614625 2.661620586395264 0.98646408010412145 0.079765935897827142 1.4894123411178588 -0.36418513842991423 -0.1069342505413553 -1.0083187090266834 -1.4359413852691651 -1.1958590154647828 -0.9958714118957519 0.54909283638000494 -0.36792109635141163 leaf_weight=8839 29 35 20 27 20 20 21 23 22 20 20 25 20 36 leaf_count=8839 29 35 20 27 20 20 21 23 22 20 20 25 20 36 internal_value=0 0.00328198 0.73023 -0.00112716 -0.0040765 -0.000143739 0.542987 -0.00386465 -0.000364803 -0.725077 -0.467987 -0.550056 0.0813163 -0.208033 internal_weight=0 9123 55 9068 9041 8965 61 8904 8861 43 76 54 41 56 internal_count=9177 9123 55 9068 9041 8965 61 8904 8861 43 76 54 41 56 is_linear=0 shrinkage=0.01 Tree=554 num_leaves=12 num_cat=1 split_feature=12 12 1 13 5 13 15 11 0 25 5 split_gain=161095 286593 1.14904e+06 269678 418355 263255 125878 125009 106818 104323 69068 threshold=568.53250000000014 308.62500000000006 47.808000000000007 548.95500000000004 1211.5375000000001 195.67000000000004 91.800000000000026 744.3325000000001 47.808000000000007 0 58.875000000000007 decision_type=2 2 2 2 2 2 2 2 2 9 2 left_child=1 3 -3 4 6 -2 7 9 10 -1 -8 right_child=5 2 -4 -5 -6 -7 8 -9 -10 -11 -12 leaf_value=0.051482126294605191 -0.0090452918585608982 -0.36968802418027608 2.6350043754577639 0.82864741325378422 -1.2038538702603045 -1.4549214215278625 -0.27663233323200886 -0.68826655626296995 -0.96538362312316894 -0.019891182531683125 0.36007721035927531 leaf_weight=3214 34 35 20 39 29 20 115 26 20 5605 20 leaf_count=3214 34 35 20 39 29 20 115 26 20 5605 20 internal_value=0 0.00324916 0.722927 -0.00111589 -0.00469998 -0.544555 -0.000836044 0.00411469 -0.283347 0.00615596 -0.182305 internal_weight=0 9123 55 9068 9029 54 9000 8845 155 8819 135 internal_count=9177 9123 55 9068 9029 54 9000 8845 155 8819 135 cat_boundaries=0 3 cat_threshold=371745024 100991010 604045824 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=226095 314186 292027 339359 220657 262850 129696 19764 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=0.0048021137333239304 -0.98517549805019222 0.9031925294338129 1.1544913361289286 -1.2395161906155674 -0.95363945523897808 1.0031713542938232 -0.67683336871010924 0.58141736068725591 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 0.00752946 0.00374045 0.000987758 0.00396226 0.00647373 0.00270616 0.768864 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 0 0 12 split_gain=221596 307934 286216 181216 156582 124617 289092 118424 threshold=1206.0675000000003 1219.7885000000003 1341.6425000000002 831.91125000000011 1332.8500000000001 228.76800000000003 252.37200000000004 366.58182000000005 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=-0.0075125469069376736 -0.97532376164975376 0.89416059445112184 1.1429464132135565 -0.77496184666951495 0.86602611802873153 1.2926937990603238 0.11338827075229752 0.43825911386807759 leaf_weight=8847 23 39 22 30 21 23 216 60 leaf_count=8847 23 39 22 30 21 23 216 60 internal_value=0 0.00745416 0.00370305 0.00097788 0.00351723 0.00153683 0.226878 -0.00450971 internal_weight=0 9258 9219 9197 9167 9146 239 8907 internal_count=9281 9258 9219 9197 9167 9146 239 8907 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=210963 240116 166142 361637 255019 414745 212209 73917.7 threshold=967.98500000000013 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=0.0051917561592379792 -0.832251919746399 1.051158464388414 -0.76393542783600954 1.3490317840576171 0.79981250298023232 -1.4388655090332032 -0.95657087056533141 0.54039899165813743 leaf_weight=9072 30 22 28 20 40 20 23 26 leaf_count=9072 30 22 28 20 40 20 23 26 internal_value=0 0.00768349 0.00519607 0.00753665 0.0030927 -0.000403602 0.00275959 0.891978 internal_weight=0 9251 9229 9201 9155 9115 9095 46 internal_count=9281 9251 9229 9201 9155 9115 9095 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=216636 302466 203670 215549 193468 241220 155019 337141 211105 threshold=1206.0675000000003 1219.7885000000003 1265.0725000000002 1236.1260000000004 890.22500000000014 2022.5000000000002 308.62500000000006 117.08000000000003 582.96000000000015 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=-0.0012318676685268738 -0.96439117929209828 0.88612554941421906 0.826222376426061 -0.94553054332733155 1.4759993629455568 -0.011004337867101033 0.058041547207996765 1.5636924448013307 -0.98200026078657676 leaf_weight=9021 23 39 30 24 20 24 58 20 22 leaf_count=9021 23 39 30 24 20 24 58 20 22 internal_value=0 0.00732688 0.00360922 0.000923574 0.00340201 0.664906 0.000210895 0.444106 -0.0036179 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=212325 296447 199617 211260 189618 236419 151934 278244 121782 threshold=1206.0675000000003 1219.7885000000003 1265.0725000000002 1236.1260000000004 890.22500000000014 2022.5000000000002 308.62500000000006 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=-0.0015365458398859037 -0.95474727547687044 0.87726432017790967 0.817960197687149 -0.9360752435525258 1.4612393989562988 -0.010894312858581542 0.041489194719879718 1.3355599451065063 -0.66205593858446388 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 0.00725361 0.00357313 0.000914337 0.00336799 0.658257 0.000208785 0.439665 -0.00358172 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=17 num_cat=0 split_feature=17 4 1 1 5 0 3 1 17 8 8 1 18 1 17 17 split_gain=207550 302284 240302 823495 360657 203012 145810 165877 130872 129367 137875 75674.4 27680.2 14909.5 4306.1 172.069 threshold=40.213800000000006 1164.6975000000002 497.97750000000002 438.04750000000007 1211.5375000000001 173.32500000000002 98.25500000000001 1272.8850000000002 619.41500000000008 874.60000000000014 515.18500000000006 14.700000000000001 117.89750000000002 652.50000000000011 282.75000000000006 83.250000000000014 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 13 11 10 -1 12 14 -4 15 -2 right_child=5 -3 6 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.008319183812681312 -0.071212774902582168 0.9107995688270879 -0.31721090435981752 1.7878506521078257 -1.335792540550232 -1.1732113283634187 -1.1163215446472168 0.53500427007675178 0.49421801318293035 -0.67006160526935543 0.65590868892091692 -0.89018512272834782 -0.54552522420883176 -0.63557926096414263 -0.25109178106784824 -0.10699022422476512 leaf_weight=8789 20 37 24 26 20 25 26 20 23 28 33 20 21 38 25 41 leaf_count=8789 20 37 24 26 20 25 26 20 23 28 33 20 21 38 25 41 internal_value=0 0.0087799 0.00507324 0.0107654 0.00555634 -0.338921 -0.46379 -0.25689 -0.199872 0.00858763 0.0107416 -0.325574 -0.220039 -0.51234 -0.14056 -0.0952599 internal_weight=0 9041 9004 8896 8870 175 108 82 150 8850 8822 127 107 62 86 61 internal_count=9216 9041 9004 8896 8870 175 108 82 150 8850 8822 127 107 62 86 61 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 8 1 18 17 1 17 split_gain=203420 296268 235520 807108 353480 198972 162352 199013 128268 126793 135131 74168.5 27129.4 4220.41 3331.21 168.645 threshold=40.213800000000006 1164.6975000000002 497.97750000000002 438.04750000000007 1211.5375000000001 173.32500000000002 74.355000000000004 129.39000000000001 619.41500000000008 874.60000000000014 515.18500000000006 14.700000000000001 117.89750000000002 282.75000000000006 844.84875000000011 83.250000000000014 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 15 -4 -2 right_child=5 -3 6 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.0082359925311642421 -0.070500647157430651 0.9016915710552319 -0.62484016028317546 1.7699721218989448 -1.3224345934391022 -1.1614792125225066 -0.97486599029638832 0.61730837236751213 0.48927585601806639 -0.66336098854030878 0.64934956752892703 -0.88128327083587654 -0.54006996870040891 -0.24858086290359499 -0.45611928501129151 -0.1059203212108554 leaf_weight=8789 20 37 22 26 20 25 39 22 23 28 33 20 21 25 25 41 leaf_count=8789 20 37 22 26 20 25 39 22 23 28 33 20 21 25 25 41 internal_value=0 0.0086921 0.00502251 0.0106577 0.00550078 -0.335532 -0.459152 -0.167662 -0.197874 0.00850176 0.0106342 -0.322318 -0.217839 -0.139154 -0.535095 -0.0943073 internal_weight=0 9041 9004 8896 8870 175 108 69 150 8850 8822 127 107 86 47 61 internal_count=9216 9041 9004 8896 8870 175 108 69 150 8850 8822 127 107 86 47 61 is_linear=0 shrinkage=0.01 Tree=562 num_leaves=16 num_cat=0 split_feature=17 5 0 17 16 13 11 11 8 9 8 16 12 17 17 split_gain=199372 199847 195012 125715 104339 112337 84449.2 131300 395519 180564 68509.6 19824.1 17605.5 3266.11 856.575 threshold=40.213800000000006 1374.9750000000004 173.32500000000002 619.41500000000008 466.8300000000001 426.87000000000006 874.60000000000014 303.97500000000008 54.499460000000006 541.42000000000019 92.100000000000023 110.14500000000002 52.547500000000007 224.79000000000002 99.830000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 10 5 6 7 9 -9 -1 11 13 -7 14 -2 right_child=2 -3 -4 -5 -6 12 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.0085510418626670477 -0.028782716393470766 1.0071160736083986 -1.1498644151210784 0.48438309835351034 0.56765972542040277 -0.30705051630735397 -0.64202353027462966 -0.046044313336412117 1.6277513456344606 -0.5940937842845917 -0.7768656565134342 -0.44552440839558843 -0.67968073890322733 -0.2118095140503003 -0.1118293238900326 leaf_weight=8797 23 20 25 23 33 32 20 48 20 50 26 25 21 26 27 leaf_count=8797 23 20 25 23 33 32 20 48 20 50 26 25 21 26 27 internal_value=0 0.00860518 -0.332176 -0.195895 0.00639143 0.0043307 0.00705353 0.00850967 0.446249 0.00514511 -0.319095 -0.201253 -0.454696 -0.120901 -0.0736279 internal_weight=0 9041 175 150 9021 8988 8935 8915 68 8847 127 101 53 76 50 internal_count=9216 9041 175 150 9021 8988 8935 8915 68 8847 127 101 53 76 50 is_linear=0 shrinkage=0.01 Tree=563 num_leaves=17 num_cat=0 split_feature=17 4 1 1 0 2 0 17 8 8 0 1 18 17 1 17 split_gain=195404 290006 230782 790696 191132 159622 195230 123214 122852 133336 345364 72214.9 26255.7 4033.55 3267.05 160.391 threshold=40.213800000000006 1164.6975000000002 497.97750000000002 438.04750000000007 173.32500000000002 74.355000000000004 129.39000000000001 619.41500000000008 874.60000000000014 515.18500000000006 1205.5225000000003 14.700000000000001 117.89750000000002 282.75000000000006 844.84875000000011 83.250000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 7 6 14 11 9 10 -1 12 13 15 -4 -2 right_child=4 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.0080668901630268994 -0.068342987865209578 0.89203092828795716 -0.61836443250829531 1.7518028251941389 -1.1383657850742339 -0.96595391958187793 0.61191049098968509 0.47953927330348806 -0.6559778010419437 0.64191680127924144 -1.3075125732421875 -0.86745830988883965 -0.52980996648470557 -0.24237941315323114 -0.45127630348205566 -0.10288504601251788 leaf_weight=8789 20 37 22 26 25 39 22 23 28 33 20 20 21 25 25 41 leaf_count=8789 20 37 22 26 25 39 22 23 28 33 20 20 21 25 25 41 internal_value=0 0.00851913 0.00488853 0.0104668 -0.328855 -0.454593 -0.165564 -0.193936 0.00536252 0.00745679 0.00507999 -0.315904 -0.21281 -0.135403 -0.529488 -0.0915598 internal_weight=0 9041 9004 8896 175 108 69 150 8870 8842 8809 127 107 86 47 61 internal_count=9216 9041 9004 8896 175 108 69 150 8870 8842 8809 127 107 86 47 61 is_linear=0 shrinkage=0.01 Tree=564 num_leaves=14 num_cat=1 split_feature=13 5 17 0 16 13 25 10 10 17 8 16 13 split_gain=194551 278702 143676 125101 117501 103250 117190 187293 141997 81143.2 27253.8 22143.1 189.146 threshold=1064.4750000000001 1341.6425000000002 40.213800000000006 173.32500000000002 466.8300000000001 426.87000000000006 0 166.11250000000004 575.22000000000014 619.41500000000008 92.100000000000023 110.14500000000002 591.49000000000012 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 4 9 5 6 7 -1 -8 10 11 -4 -7 right_child=-2 -3 3 -5 -6 12 8 -9 -10 -11 -12 -13 -14 leaf_value=0.056053626602304354 -0.98312116622924806 1.1036503611440245 -0.11751943579041645 -0.95724464798967046 0.61175099074840544 -0.5169303607940674 -0.0099405543522828304 0.58256655515943256 -0.79698349610618924 0.41371090412139894 -0.57540744930505749 -0.47165202104527021 -0.47396029376983639 leaf_weight=1940 20 23 76 24 32 21 6900 70 23 20 24 23 20 leaf_count=1940 20 23 76 24 32 21 6900 70 23 20 24 23 20 internal_value=0 0.00423441 0.00147778 -0.289155 0.00686704 0.00471011 0.00700809 0.0740216 -0.0125372 -0.177028 -0.273083 -0.199793 -0.495969 internal_weight=0 9196 9173 167 9006 8974 8933 2010 6923 143 123 99 41 internal_count=9216 9196 9173 167 9006 8974 8933 2010 6923 143 123 99 41 cat_boundaries=0 3 cat_threshold=2164269440 2214920320 528 is_linear=0 shrinkage=0.01 Tree=565 num_leaves=14 num_cat=3 split_feature=0 4 5 25 24 0 0 25 4 10 18 10 12 split_gain=342810 278003 231639 123582 283844 306940 293499 195060 126319 161848 72681 168062 60928.2 threshold=1335.1525000000004 1265.0725000000002 1279.9550000000002 0 1 123.63250000000001 462.80000000000007 2 449.64000000000004 219.79500000000002 458.71125000000006 575.22000000000014 57.800000000000004 decision_type=2 2 2 9 1 2 2 9 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 9 -6 11 12 -5 right_child=-2 -3 -4 10 8 6 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.37843518746718197 -1.0621254755655924 0.95397521836142385 -0.99690353061841874 -0.003110616402906136 -0.0013599801379323795 1.6121957817673684 0.067955270767211917 -0.047837234179178872 0.59154352941933808 -0.65134701347351065 0.5532594373951788 -0.88249995860186492 -0.19851958150512602 leaf_weight=252 30 31 23 7565 906 32 20 185 34 40 23 22 163 leaf_count=252 30 31 23 7565 906 32 20 185 34 40 23 22 163 internal_value=0 0.00856944 0.00540618 0.00790057 0.0916819 0.286114 1.01826 0.205542 -0.007246 -0.0288436 -0.00804067 -0.00971684 -0.00723221 internal_weight=0 9296 9265 9242 1469 489 52 437 980 946 7773 7750 7728 internal_count=9326 9296 9265 9242 1469 489 52 437 980 946 7773 7750 7728 cat_boundaries=0 3 4 5 cat_threshold=16785792 2147549184 16 77 8448 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=321648 335761 253802 286175 266890 178905 155647 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=0.34705070036968205 -1.2311292484828404 1.1891356261571249 -1.0932966182345436 1.0757641311645507 -1.1216515118735177 0.90767790014093575 -0.00012613926918486143 leaf_weight=121 21 24 21 25 21 22 9071 leaf_count=121 21 24 21 25 21 22 9071 internal_value=0 0.00786744 0.00481277 0.00730308 0.00441066 0.00697711 0.00482139 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=12 num_cat=0 split_feature=0 4 10 7 13 13 13 17 6 10 12 split_gain=335364 267867 188761 213243 107961 263424 209826 102629 67452.1 44982.2 29242.8 threshold=1335.1525000000004 1265.0725000000002 1211.5375000000001 729.18750000000011 218.29500000000002 109.09500000000001 166.40250000000003 206.06250000000003 165.55000000000004 174.37500000000003 52.547500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 7 -7 -1 -5 10 -6 right_child=-2 -3 -4 8 9 6 -8 -9 -10 -11 -12 leaf_value=0.0089456034021045024 -1.050566687266032 0.93644802078124023 0.95234086172921328 -0.31719769104667334 -0.26237878583371638 1.2390865405144229 0.10932415458134243 -0.36753330543433149 -1.1010794003804525 0.074434066348605693 -0.62885712695844254 leaf_weight=8937 30 31 21 23 64 31 35 73 21 27 33 leaf_count=8937 30 31 21 23 64 31 35 73 21 27 33 internal_value=0 0.00843707 0.00533201 0.00318065 0.00650219 0.0105063 0.63997 0.00589533 -0.691323 -0.286571 -0.387057 internal_weight=0 9296 9265 9244 9200 9076 66 9010 44 124 97 internal_count=9326 9296 9265 9244 9200 9076 66 9010 44 124 97 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=328691 262536 222046 120551 184767 431089 372884 114373 92213.5 85273.7 264021 247265 106729 70698.5 threshold=1335.1525000000004 1265.0725000000002 1279.9550000000002 0 48.619320000000009 515.86500000000012 100.46247000000001 441.88278000000008 460.05000000000007 84.744000000000014 68.280000000000015 307.23750000000007 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=0.047668335348468038 -1.0400610872904461 0.92708350173888665 -0.97605791796808661 -0.0075123789853778758 1.7449412250518799 -0.98898808797200521 0.35796867727136317 -0.48732111736749995 0.56139074405034384 -0.15426407411694526 1.1182490639459519 -1.1058897216503436 0.4864576916261153 0.29220870199657623 leaf_weight=1188 30 31 23 7412 22 21 163 39 36 228 21 26 44 42 leaf_count=1188 30 31 23 7412 22 21 163 39 36 228 21 26 44 42 internal_value=0 0.0083527 0.00527869 0.00772088 0.0904688 0.368781 0.522906 0.0457914 0.0627778 -0.00802351 -0.00144368 -0.174502 -0.00459732 -0.0848128 internal_weight=0 9296 9265 9242 1469 206 185 1263 1224 7773 7477 296 7456 270 internal_count=9326 9296 9265 9242 1469 206 185 1263 1224 7773 7477 296 7456 270 cat_boundaries=0 3 cat_threshold=16785792 2147549184 16 is_linear=0 shrinkage=0.01 Tree=569 num_leaves=17 num_cat=0 split_feature=0 7 7 13 1 13 13 13 17 18 8 7 11 6 16 13 split_gain=322150 205740 220809 841386 353814 99041.9 251511 264962 96028.7 91082.4 35953.1 33700.8 26424 18315.5 17054.6 6290.23 threshold=1335.1525000000004 1323.6000000000001 323.80000000000007 2.3125000000000004 31.849500000000003 218.29500000000002 109.09500000000001 166.11250000000004 206.06250000000003 362.12500000000006 57.780000000000008 404.76000000000005 217.89500000000004 2.9625000000000008 83.250000000000014 411.81600000000003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 10 6 8 -8 9 -1 11 -4 13 15 -10 -7 right_child=-2 -3 3 -5 -6 12 7 -9 14 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.0050667591721875425 -1.0296603978474936 -0.98041784786042718 -0.066843832731246944 2.06760234375 1.0638351425757775 -0.042685022143756648 1.4108047072704022 0.10070897478806344 -0.25618465146193137 0.59781097742227407 0.037400913900799221 -0.5695920828655362 -0.61457550716400156 -0.47750022706531342 -0.58832673723047424 -0.22469912429188571 leaf_weight=8855 30 21 20 25 26 34 26 38 52 26 27 40 20 21 22 43 leaf_count=8855 30 21 20 25 26 34 26 38 52 26 27 40 20 21 22 43 internal_value=0 0.00826917 0.0105077 0.407529 0.0402564 0.00451132 0.00827723 0.632935 0.00381289 0.00680208 -0.265641 -0.402009 -0.283325 -0.215723 -0.35493 -0.144329 internal_weight=0 9296 9275 138 113 9137 9019 64 8955 8881 87 60 118 98 74 77 internal_count=9326 9296 9275 138 113 9137 9019 64 8955 8881 87 60 118 98 74 77 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=293695 266564 232294 1.37265e+06 271157 157061 95169.8 85131.1 64104.2 7075.94 4836.64 threshold=1295.4950000000001 806.46500000000003 441.88278000000008 366.17750000000007 1341.6425000000002 603.77750000000015 0 52.095000000000006 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=0.057249709291930538 -0.95348723143339154 0.67207779801410183 -0.44919843227109491 2.3963828150431317 -1.1614095249176026 -0.77183756461510289 -0.014359245062124612 -1.0121303194219418 0.040022494792938235 0.92926388168334972 -0.64221922600553139 leaf_weight=2609 32 23 34 24 20 26 6362 22 32 20 21 leaf_count=2609 32 23 34 24 20 26 6362 22 32 20 21 internal_value=0 0.00619544 0.002504 0.0080364 0.00167948 0.00426499 0.00651431 -0.456381 -0.315846 0.791699 -0.522897 internal_weight=0 9193 9150 9041 9017 8997 8971 109 87 43 55 internal_count=9225 9193 9150 9041 9017 8997 8971 109 87 43 55 cat_boundaries=0 3 cat_threshold=117989760 2166685731 4624 is_linear=0 shrinkage=0.01 Tree=571 num_leaves=21 num_cat=4 split_feature=2 4 26 6 25 24 26 25 24 7 3 26 10 1 7 26 8 7 6 26 split_gain=326236 268994 264051 166072 226772 992817 472465 273222 220091 187549 138873 593454 121938 65120 76576.4 47863.5 32886.7 2876.2 1153.97 93.6525 threshold=1164.4950000000001 1530.8125000000002 2022.5000000000002 438.71000000000009 0 1 2022.5000000000002 2 3 441.88278000000008 492.37500000000006 2022.5000000000002 491.05000000000013 184.72500000000005 239.70000000000002 2022.5000000000002 21.101500000000005 648.00000000000011 709.65000000000009 2022.5000000000002 decision_type=2 2 2 2 9 1 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 5 6 -1 19 -9 10 12 -12 -6 14 15 -5 17 -11 -17 -7 right_child=2 -3 -4 13 9 7 -8 8 -10 16 11 -13 -14 -15 -16 18 -18 -19 -20 -21 leaf_value=0.49269011348041136 -0.064863820075988773 1.1652761344909668 -1.6703683419454667 -0.07528211194735307 -0.005091535938697273 0.38756752493088703 1.7562629296644678 0.11247535589173085 -0.45417984766462832 -0.74057897885640456 1.4773426275868571 -0.37631371675393516 0.59498945334378417 -0.84015104055404666 0.29143275070190433 -0.67120059273459687 -0.19725240298679897 -0.58235879565775395 -0.56624736213684079 0.40631872873306274 leaf_weight=67 20 20 21 26 8383 57 53 117 153 27 31 39 34 24 20 22 21 20 20 50 leaf_count=67 20 20 21 26 8383 57 53 117 153 27 31 39 34 24 20 22 21 20 20 50 internal_value=0 0.00681162 -0.887195 0.00428333 0.00901857 0.214502 0.96994 -0.0448053 -0.213382 -0.00316596 0.00102141 0.444591 -0.00266754 -0.378426 -0.2525 -0.412481 -0.526252 -0.673251 -0.621223 0.362455 internal_weight=0 9184 41 9164 9052 497 120 377 270 8555 8487 70 8417 112 88 68 68 47 42 107 internal_count=9225 9184 41 9164 9052 497 120 377 270 8555 8487 70 8417 112 88 68 68 47 42 107 cat_boundaries=0 2 3 5 6 cat_threshold=532608 16842753 19 128 16842752 2572 is_linear=0 shrinkage=0.01 Tree=572 num_leaves=12 num_cat=2 split_feature=2 0 4 5 0 6 25 24 0 1 7 split_gain=319741 408054 263643 371505 197975 135438 168301 817498 339904 77230.1 65099.5 threshold=1164.4950000000001 52.910000000000004 1530.8125000000002 1279.9550000000002 1219.7885000000003 415.60849999999999 0 1 866.75000000000011 184.72500000000005 141.99000000000004 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=2 -2 3 4 5 6 7 -1 -8 10 -7 right_child=1 -3 -4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=0.85527382320827916 0.095257480144500736 -1.9005834913253785 1.1536234054565428 -1.3243022498630341 0.84686375311442785 -0.37180481389164927 0.0011952566976847555 -0.0457815234731054 -1.3040001316070555 -0.85939751168955925 0.24848486257636029 leaf_weight=125 21 20 20 21 28 64 8461 399 20 23 23 leaf_count=125 21 20 20 21 28 64 8461 399 20 23 23 internal_value=0 -0.878323 0.00673979 0.00423677 0.00728821 0.00470915 0.0089695 0.181156 -0.00188045 -0.344059 -0.20782 internal_weight=0 41 9184 9164 9143 9115 9005 524 8481 110 87 internal_count=9225 41 9184 9164 9143 9115 9005 524 8481 110 87 cat_boundaries=0 2 3 cat_threshold=17309824 16842753 529 is_linear=0 shrinkage=0.01 Tree=573 num_leaves=12 num_cat=2 split_feature=2 0 4 5 0 6 25 24 0 1 7 split_gain=313384 399933 258392 364117 194031 132749 165228 802387 333139 75693.2 63804 threshold=1164.4950000000001 52.910000000000004 1530.8125000000002 1279.9550000000002 1219.7885000000003 415.60849999999999 0 1 866.75000000000011 184.72500000000005 141.99000000000004 decision_type=2 2 2 2 2 2 9 1 2 2 2 left_child=2 -2 3 4 5 6 7 -1 -8 10 -7 right_child=1 -3 -4 -5 -6 9 8 -9 -10 -11 -12 leaf_value=0.84735461976793081 0.094304916347776144 -1.8815776157379152 1.1420872039794923 -1.3110592469714937 0.83839512484414247 -0.36808676622807979 0.0011833042245203687 -0.045334903701301894 -1.2909601135253905 -0.8508035560276197 0.24600000111953071 leaf_weight=125 21 20 20 21 28 64 8461 399 20 23 23 leaf_count=125 21 20 20 21 28 64 8461 399 20 23 23 internal_value=0 -0.86954 0.0066812 0.00420323 0.00722418 0.00467094 0.0088888 0.179496 -0.00186165 -0.340618 -0.205742 internal_weight=0 41 9184 9164 9143 9115 9005 524 8481 110 87 internal_count=9225 41 9184 9164 9143 9115 9005 524 8481 110 87 cat_boundaries=0 2 3 cat_threshold=17309824 16842753 529 is_linear=0 shrinkage=0.01 Tree=574 num_leaves=12 num_cat=0 split_feature=2 0 1 1 5 5 0 26 1 7 1 split_gain=307154 391975 156998 163677 213047 205742 207081 135969 133833 138705 23351.7 threshold=1164.4950000000001 52.910000000000004 1058.7500000000002 497.97750000000002 84.744000000000014 1318.45 806.46500000000003 2022.5000000000002 449.26500000000004 441.88278000000008 802.66250000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 10 6 8 -8 9 -1 -5 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 -12 leaf_value=0.0043029368794550975 0.09336184876305717 -1.862761854171753 0.64806133295360369 0.02904457207882043 -1.3431512043476104 1.0209909387826921 0.023889494396391368 1.0730315942764284 0.81912972831726083 -0.37590335307354777 -0.38090866645177207 leaf_weight=8881 21 20 38 33 20 20 21 30 20 97 24 leaf_count=8881 21 20 38 33 20 20 21 30 20 97 24 internal_value=0 -0.860845 0.00662312 0.00395806 -0.455148 0.00785608 0.00561686 0.641032 0.00201538 0.000195117 -0.143567 internal_weight=0 41 9184 9146 77 9069 9049 51 8998 8978 57 internal_count=9225 41 9184 9146 77 9069 9049 51 8998 8978 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=226681 174166 401093 250022 213184 175602 288779 133778 27398.6 threshold=0 1206.0675000000003 1341.6425000000002 1219.7885000000003 1341.6425000000002 736.8325000000001 438.04750000000007 267.87500000000006 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=-0.31332827692446502 0.0051818523623007404 -0.87987682169133963 1.3298451564622962 0.86353859452640314 -1.0019835572015672 -0.19331002643233852 0.641048422853152 -1.2037233166694641 -0.64544292264514502 leaf_weight=46 8900 22 23 34 21 38 72 20 54 leaf_count=46 8900 22 23 34 21 38 72 20 54 internal_value=0 0.00879667 0.0109529 0.00761391 0.00439864 0.00673906 0.0102847 -0.541728 -0.447882 internal_weight=0 9130 9108 9085 9051 9030 8972 58 100 internal_count=9230 9130 9108 9085 9051 9030 8972 58 100 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=188275 209522 341438 205943 203272 143722 219478 88741.8 43785.8 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=0.00021025409402811046 0.2254576928274972 -0.95292712584785788 1.3078831868171694 0.82703963677088421 -1.0099012126922609 -0.29027964923439958 1.0002407680858265 1.1562043418884278 -0.85179418245951344 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 0.000322611 0.00271457 -0.000139501 -0.00286168 -0.000647431 0.00264557 0.67948 -0.48047 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=222297 265144 272544 210235 126186 122606 730993 78179.7 26906.4 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=-0.31019709338312562 0.0077334319132373562 1.1588231468200685 1.0933524737150773 -0.81870058767257192 -0.75020140084353359 0.0054698413560370441 2.0716847748756408 -0.20224369294076994 -0.63931567509969078 leaf_weight=46 8714 20 23 31 22 119 20 181 54 leaf_count=46 8714 20 23 31 22 119 20 181 54 internal_value=0 0.00867692 0.00616142 0.00340965 0.00622385 0.00806593 0.302767 0.00346071 -0.443565 internal_weight=0 9130 9110 9087 9056 9034 139 8895 100 internal_count=9230 9130 9110 9087 9056 9034 139 8895 100 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=217873 259867 267121 206052 161179 993118 674157 293642 106070 158856 26371 threshold=0 1422.3575000000001 1341.6425000000002 1120.4650000000004 228.76800000000003 1 309.90000000000003 893.62500000000011 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=-0.3070951229593028 -0.0013225743942768303 1.1472348937988281 1.082418863462365 -0.81051357807651647 -0.30327795721502865 0.44470501421391967 2.1529870859781899 -1.62379150390625 -0.52190274800245573 0.86947270370665053 -0.63292250385990845 leaf_weight=46 8703 20 23 31 85 160 27 21 39 21 54 leaf_count=46 8703 20 23 31 85 160 27 21 39 21 54 internal_value=0 0.00859015 0.00609981 0.00337555 0.00616161 0.236878 0.656261 -0.516192 -0.00155262 0.000773563 -0.439129 internal_weight=0 9130 9110 9087 9056 293 187 106 8763 8724 100 internal_count=9230 9130 9110 9087 9056 293 187 106 8763 8724 100 cat_boundaries=0 2 3 cat_threshold=8192 2147483648 2752 is_linear=0 shrinkage=0.01 Tree=579 num_leaves=10 num_cat=1 split_feature=25 2 5 4 1 3 1 14 26 split_gain=213538 254696 261926 187140 149491 120636 712358 76720.8 25846.2 threshold=0 1422.3575000000001 1144.97 1120.4650000000004 1318.45 346.12500000000006 378.05000000000007 852.81250000000011 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=-0.30402416664621107 0.0041692333771184845 1.1357625675201417 0.86945333896364485 -0.81356011201228418 -0.83750463531130837 0.0048016474408618479 2.0457532100677494 -0.56198945363362629 -0.62659327392224906 leaf_weight=46 8864 20 35 28 21 118 20 24 54 leaf_count=46 8864 20 35 28 21 118 20 24 54 internal_value=0 0.00850425 0.00603881 0.00270884 0.00523515 0.00719588 0.300592 0.00264045 -0.434738 internal_weight=0 9130 9110 9075 9047 9026 138 8888 100 internal_count=9230 9130 9110 9075 9047 9026 138 8888 100 cat_boundaries=0 2 cat_threshold=8192 2147483648 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=572064 353994 344843 278537 144230 88104 395660 113107 2367.81 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 0 492.13750000000005 219.79500000000002 190.42000000000004 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=-0.44050968801274015 1.6527993329366049 1.1035160801328463 -1.3147293548583985 0.0053518635856994864 0.79751154526420265 -0.02381617779634437 1.3186517230324122 -0.58097571142788584 -0.52669806464513147 leaf_weight=68 21 29 20 8801 23 98 23 58 60 leaf_count=68 21 29 20 8801 23 98 23 58 60 internal_value=0 0.000424158 -0.0030716 -0.000198621 0.00662853 0.00461026 0.00877502 -0.230965 -0.446062 internal_weight=0 9180 9151 9131 9003 8980 8824 156 128 internal_count=9201 9180 9151 9131 9003 8980 8824 156 128 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=560680 346949 337980 298091 272059 140352 192608 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 1295.4950000000001 0 492.13750000000005 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=-0.4429158779691767 1.6362714385986328 1.0924809186211948 -1.3015820274353027 -1.1372029146940812 0.0046781472666116075 0.78953642803689705 0.80728805859883623 leaf_weight=125 21 29 20 23 8930 23 30 leaf_count=125 21 29 20 23 8930 23 30 internal_value=0 0.000419916 -0.00304088 -0.000196635 0.00267459 0.0093577 0.00736546 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=549525 340048 331252 292156 267036 138979 308273 133081 6219.03 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=-0.40829293809719941 1.619908645720709 1.0815560577655661 -1.288566240310669 -1.1258308957970662 0.0019442729407899463 1.488989019393921 -0.17668208417892456 0.33449880556982076 -0.54973056069735826 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 0.000410891 -0.00301531 -0.00019952 0.00264298 0.00926413 0.563616 0.0064835 -0.438815 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=538590 333281 324660 286343 261722 137589 188651 6095.27 threshold=1435.0600000000002 1236.1260000000004 1341.6425000000002 1295.4950000000001 0 492.13750000000005 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=-0.404210004370604 1.6037095451354981 1.0707405037715518 -1.2756805477142334 -1.1145725333172343 0.0045392757911539633 0.78163234213124155 0.7988631776173909 -0.5442332621278434 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 0.000406783 -0.00298516 -0.000197524 0.00261655 0.00917149 0.00719884 -0.434427 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 25 4 2 26 6 26 split_gain=527872 245803 475874 311246 180614 138109 297119 108595 16014.7 threshold=1435.0600000000002 1470.5550000000003 960.86250000000007 0 1295.4950000000001 817.62000000000012 2022.5000000000002 422.52500000000009 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=-0.40016790149594422 1.5876725501105897 -1.0553469970009544 1.2398219988423009 0.0086454669954410222 -0.94324931252002719 1.3721857676298723 -0.13851548190911611 -0.33670654307241021 -0.62317586675766978 leaf_weight=67 21 22 31 8833 20 23 30 92 62 leaf_count=67 21 22 31 8833 20 23 30 92 62 internal_value=0 0.000402715 0.00293891 -0.00126218 0.0059867 0.00810795 0.517072 0.00508554 -0.47085 internal_weight=0 9180 9158 9127 8998 8978 53 8925 129 internal_count=9201 9180 9158 9127 8998 8978 53 8925 129 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 0 11 3 3 0 6 5 11 split_gain=457440 160457 348448 115914 146110 134494 129276 810282 123631 86765.4 50507.8 32438.2 threshold=1120.4650000000004 494.36250000000007 1211.5375000000001 42.904000000000003 74.355000000000004 460.42500000000007 492.37500000000006 652.50000000000011 1205.5225000000003 37.600000000000009 58.875000000000007 744.3325000000001 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 10 -5 -7 right_child=-2 -3 -4 4 -6 11 7 -9 -10 -11 -12 -13 leaf_value=-0.00020930180581979661 -1.1368478834960196 0.65891392495897083 -1.3285121645927429 -0.27706718076689868 -0.80077076987216345 -0.75350309147284578 2.0297750741785223 -0.24698192790702539 -0.7343403525974439 0.45615733333255931 0.26330137991905211 -0.26297979313880204 leaf_weight=8699 36 36 20 128 38 26 22 54 23 23 20 28 leaf_count=8699 36 36 20 128 38 26 22 54 23 23 20 28 internal_value=0 -0.00738539 -0.0100268 -0.00711657 -0.239886 -0.00162077 0.00143299 0.412079 -0.00214521 -0.115245 -0.204044 -0.499158 internal_weight=0 9117 9081 9061 209 8852 8798 76 8722 171 148 54 internal_count=9153 9117 9081 9061 209 8852 8798 76 8722 171 148 54 is_linear=0 shrinkage=0.01 Tree=586 num_leaves=11 num_cat=0 split_feature=5 1 9 1 3 3 6 6 2 26 split_gain=371502 235957 140008 113923 107014 386228 127060 144128 69209.8 31785.6 threshold=1412.3803750000002 1530.8125000000002 947.25000000000011 1058.7500000000002 593.34250000000009 817.62000000000012 436.23750000000007 283.87500000000006 108.69300000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 -8 -7 right_child=-2 -3 -4 -5 5 9 8 -9 -10 -11 leaf_value=-0.0081754461292987655 -1.3731239981651304 -0.99896678924560545 -0.62851282146241927 0.62211475618954359 1.518471547989618 0.16833939842555831 -0.49622482125461104 0.45739149947664631 0.13710132902318781 -0.34200411503131578 leaf_weight=8805 20 24 36 29 21 23 80 67 22 26 leaf_count=8805 20 24 36 29 21 23 80 67 22 26 internal_value=0 -0.00872814 -0.0061191 -0.00364955 -0.0056561 0.383823 -0.00869415 -0.00465956 -0.359625 -0.102455 internal_weight=0 9133 9109 9073 9044 70 8974 8872 102 49 internal_count=9153 9133 9109 9073 9044 70 8974 8872 102 49 is_linear=0 shrinkage=0.01 Tree=587 num_leaves=14 num_cat=1 split_feature=4 1 3 1 0 9 6 25 2 3 26 2 8 split_gain=445699 289659 123718 657666 282690 106388 112227 119758 89107.8 84607.4 65769.9 31139.8 1901.97 threshold=1120.4650000000004 1530.8125000000002 352.38000000000005 330.61600000000004 1205.5225000000003 709.65000000000009 436.23750000000007 0 430.02500000000003 721.76691000000005 2022.5000000000002 52.345500000000008 127.26750000000003 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 8 5 6 7 -1 9 10 -4 -8 -7 right_child=-2 -3 3 -5 -6 12 11 -9 -10 -11 -12 -13 -14 leaf_value=0.077834664282718027 -1.122079737101578 -1.1803015316100349 0.69032794457894786 1.7609829730987547 -1.0712231353759767 -0.57263246836987403 -0.45153973592838775 -0.017760057915752133 -0.60718343008132214 -0.29948513603210453 0.068580005272575045 -0.0048208999633789062 -0.43789124250411987 leaf_weight=1592 36 21 27 25 25 22 71 7192 21 35 46 20 20 leaf_count=1592 36 21 27 25 25 22 71 7192 21 35 46 20 20 internal_value=0 -0.00720741 -0.00449907 0.276528 -0.00933895 -0.00636181 -0.00398564 -0.000366212 -0.0111573 0.104737 0.298542 -0.35336 -0.50847 internal_weight=0 9117 9096 154 8942 8917 8875 8784 129 108 73 91 42 internal_count=9153 9117 9096 154 8942 8917 8875 8784 129 108 73 91 42 cat_boundaries=0 2 cat_threshold=27795712 2214920192 is_linear=0 shrinkage=0.01 Tree=588 num_leaves=8 num_cat=0 split_feature=5 1 9 1 19 2 2 split_gain=362148 225811 135665 110868 101825 118947 164167 threshold=1412.3803750000002 1530.8125000000002 947.25000000000011 1058.7500000000002 492.13750000000005 1013.1050000000001 569.59500000000014 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=-0.0061415529457051164 -1.3556421885490417 -0.97724689781665808 -0.618645441002316 0.613768450227277 0.63178918876647949 0.59197794249563507 -0.55415993257002405 leaf_weight=8931 20 24 36 29 25 33 55 leaf_count=8931 20 24 36 29 25 33 55 internal_value=0 -0.00853223 -0.00597991 -0.00354896 -0.00552842 -0.00729501 -0.00949577 internal_weight=0 9133 9109 9073 9044 9019 8986 internal_count=9153 9133 9109 9073 9044 9019 8986 is_linear=0 shrinkage=0.01 Tree=589 num_leaves=13 num_cat=0 split_feature=4 17 5 14 0 11 3 3 3 11 8 15 split_gain=434244 158480 331367 113820 143436 131667 123884 787690 119514 64020.1 52106.4 36447.7 threshold=1120.4650000000004 494.36250000000007 1211.5375000000001 42.904000000000003 74.355000000000004 460.42500000000007 492.37500000000006 652.50000000000011 365.16250000000008 45.681500000000007 166.11250000000004 196.64500000000001 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 -7 -5 right_child=-2 -3 -4 4 -6 10 7 -9 -10 -11 -12 -13 leaf_value=0.00092715498005438066 -1.1074852066238721 0.65514886246787174 -1.2954212856292724 -0.12369595286272864 -0.7932059540246662 -0.74145451029367526 1.9986240109530362 -0.24616887869658294 -0.49433514361478842 0.41767697834968565 -0.10425451823643275 -0.58202048313617716 leaf_weight=8673 36 36 20 131 38 33 22 54 49 20 21 20 leaf_count=8673 36 36 20 131 38 33 22 54 49 20 21 20 internal_value=0 -0.00703278 -0.00965788 -0.00681987 -0.237478 -0.00137392 0.00164758 0.40364 -0.00185522 -0.113983 -0.493655 -0.184401 internal_weight=0 9117 9081 9061 209 8852 8798 76 8722 171 54 151 internal_count=9153 9117 9081 9061 209 8852 8798 76 8722 171 54 151 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=290291 451195 219798 136783 151225 1.43378e+06 343823 185697 132875 107566 106787 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 10 6 9 7 -5 -2 -6 -1 right_child=8 -3 -4 4 5 -7 -8 -9 -10 -11 -12 leaf_value=0.037413756098184321 -1.2293592429161071 1.4953627271652221 -1.0301535488310314 -0.016777500659431187 0.17503671504995402 2.7661289141178136 -1.2637893067706716 0.43483116315758752 -0.16215428543090821 -0.58158771208354398 0.58205110232035318 leaf_weight=72 28 20 21 8819 34 20 22 92 20 42 72 leaf_count=72 28 20 21 8819 34 20 22 92 20 42 72 internal_value=0 -0.00499642 -0.0082602 -0.00592075 -0.0109429 0.383824 -0.0151975 -0.0121149 -0.784691 -0.243098 0.28962 internal_weight=0 9214 9194 9173 9029 96 8933 8911 48 76 144 internal_count=9262 9214 9194 9173 9029 96 8933 8911 48 76 144 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=284514 442216 458439 213597 140923 130318 140406 130231 49688.7 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 39.961300000000001 53.520000000000003 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=-0.012093010028981832 -1.2170656577178409 1.4804091019630432 1.1508578558529126 -1.0198520206269763 -0.79193705911221712 -0.71113299310207367 0.22025863173292645 -0.16053272628784179 -0.089467541739344597 leaf_weight=8792 28 20 34 21 23 36 268 20 20 leaf_count=8792 28 20 34 21 23 36 268 20 20 internal_value=0 -0.00494646 -0.0081776 -0.0124797 -0.0101649 -0.00819247 -0.00521992 -0.776844 -0.48911 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=278852 433416 449316 209347 138119 127725 137612 127639 48699.9 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 39.961300000000001 53.520000000000003 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=-0.011972080019527872 -1.2048949963705879 1.4656050209999085 1.1393493063309614 -1.0096535037812733 -0.78401771027108891 -0.70402165197663835 0.21805605227377878 -0.15892742156982423 -0.088572884351015096 leaf_weight=8792 28 20 34 21 23 36 268 20 20 leaf_count=8792 28 20 34 21 23 36 268 20 20 internal_value=0 -0.00489699 -0.00809582 -0.0123549 -0.0100633 -0.00811055 -0.00516772 -0.769075 -0.484219 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=273303 424791 440374 205181 135370 125183 134873 47782.2 47730.8 threshold=788.58750000000009 1412.3803750000002 1219.7885000000003 1374.9750000000004 1236.1260000000004 541.42000000000019 64.050000000000011 92.100000000000023 53.520000000000003 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=-0.011852359545751969 -1.1191384370128314 1.4509489274024963 1.12795576432172 -0.99955695833478664 -0.77617752707522858 -0.69698144202431045 0.21587549759380853 -0.48313128647980869 -0.087687143415212637 leaf_weight=8792 21 20 34 21 23 36 268 27 20 leaf_count=8792 21 20 34 21 23 36 268 27 20 internal_value=0 -0.00484802 -0.00801487 -0.0122313 -0.00996263 -0.00802944 -0.00511604 -0.761384 -0.479376 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=19 num_cat=0 split_feature=10 4 7 2 4 9 2 3 2 1 26 10 10 11 8 4 9 4 split_gain=267864 189753 1.4453e+06 436008 368621 300218 293784 386749 270780 156267 139219 132449 561781 135102 124605 82345.7 23487.9 18411 threshold=788.58750000000009 344.21500000000003 328.74048000000005 1164.4950000000001 486.41000000000003 541.42000000000019 437.62500000000006 47.808000000000007 532.72500000000014 313.88000000000005 2022.5000000000002 64.050000000000011 103.13625000000002 374.25000000000006 39.961300000000001 1205.5225000000003 788.58750000000009 644.32500000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 5 10 6 11 8 -8 15 -3 13 -13 -1 -2 17 -7 -6 right_child=14 2 -4 -5 9 16 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 leaf_value=-0.013135126166722558 -1.1843804076101099 1.2016602442481301 2.4508118050186725 -1.3301543152809143 0.18237619459629059 -1.0399491125196219 0.99843693360038432 1.5390757894515992 -0.35719674110412597 -1.1866532407488142 0.20678088646668655 1.3550907861864243 0.020147174423289411 -0.61071960205898468 -0.15091683959960939 -0.77308990800380717 -0.60039593896558208 -0.1751905330601666 leaf_weight=8569 28 22 27 25 24 20 23 28 41 21 39 37 213 38 20 20 31 36 leaf_count=8569 28 22 27 25 24 20 23 28 41 21 39 37 213 38 20 20 31 36 internal_value=0 -0.00479954 0.308791 -0.0113667 -0.0482121 -0.00770341 -0.00334333 0.558838 0.129984 -0.418924 0.56559 -0.00918285 0.217719 -0.0157735 -0.753771 -0.217395 -0.77277 -0.0321638 internal_weight=0 9214 189 9025 162 9000 8949 92 64 101 61 8857 250 8607 48 80 51 60 internal_count=9262 9214 189 9025 162 9000 8949 92 64 101 61 8857 250 8607 48 80 51 60 is_linear=0 shrinkage=0.01 Tree=595 num_leaves=16 num_cat=1 split_feature=25 4 13 13 13 3 3 0 1 16 12 3 13 13 13 split_gain=277399 350336 160812 183773 177724 175551 516870 152449 123220 117581 95318.7 66391.1 20684.7 13634.2 1265.82 threshold=0 1422.3575000000001 218.29500000000002 109.09500000000001 147.70000000000002 561.85750000000019 721.76691000000005 1422.3575000000001 326.66250000000008 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 5 -5 7 -7 9 10 -2 13 -8 -6 -4 -15 right_child=1 -3 8 4 12 6 11 -9 -10 -11 -12 -13 -14 14 -16 leaf_value=-0.3980427015623586 0.0030917931239190163 1.3248315773010253 -0.21671994974484313 1.2810740269933427 0.38299865652013709 1.8588208103179933 -0.3766540453169081 -0.87523515319824219 -1.0125586982395338 -0.31338794518418672 0.36467747356580654 0.33850836811065677 -0.016186467859148977 -0.41634177012877033 -0.51940597525009746 leaf_weight=166 8697 20 37 21 27 20 27 20 23 119 23 25 25 22 26 leaf_count=166 8697 20 37 21 27 20 27 20 23 119 23 25 25 22 26 internal_value=0 0.00276881 -0.000129961 0.00494375 0.504642 0.000848779 0.492631 -0.0031585 -0.347969 -0.00118011 -0.206436 -0.032826 0.191083 -0.360973 -0.472168 internal_weight=0 9132 9112 8981 73 8908 72 8836 131 8816 108 52 52 85 48 internal_count=9298 9132 9112 8981 73 8908 72 8836 131 8816 108 52 52 85 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=272188 343364 439606 177677 221292 219036 173639 271637 133368 61662.3 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=-0.39428842876106501 -0.00020201374169245452 1.3115831909179687 -1.4120014788887718 0.57033989860897971 -1.0515147786140442 1.3249139222231778 0.019039533975962048 1.4222034161741084 -0.81771981978416453 -0.11885482234113356 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 0.00274112 -0.000128661 0.00328841 -0.000798014 0.481613 0.00153873 0.542253 -0.00203214 0.144292 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=267076 336531 430858 278684 154355 344945 157963 101716 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=-0.39056957141919568 -0.001840951397210413 1.2984673881530762 -1.3978814701600508 1.1823872996635583 -0.061238978787472372 1.3160154628753662 -1.0511100472722736 0.36555345359601477 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 0.00271371 -0.000127374 0.00325553 0.000655459 0.00418738 -0.481184 0.00126702 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=262060 184335 350617 346726 150596 163759 180983 129415 97983.9 119.284 threshold=0 1064.4750000000001 541.42000000000019 1144.97 874.60000000000014 744.3325000000001 2022.5000000000002 449.64000000000004 709.65000000000009 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=-0.4016125206976402 -0.0023179045114993992 0.78526922257741294 -1.3367707196525904 1.1805270210266112 -0.82512273181568485 0.014838951655796595 1.0733158804575602 0.74876294177511471 -0.40328357723626229 -0.41856752072061809 leaf_weight=82 8922 30 23 25 22 35 30 23 22 84 leaf_count=82 8922 30 23 25 22 35 30 23 22 84 internal_value=0 0.00268657 0.000110147 0.00448499 0.00122978 0.00324751 0.503367 -0.000386674 -0.880399 -0.386886 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=256845 327932 426957 272688 151391 338154 154386 106116 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=-0.38301692880690097 -0.00036627634430935025 1.2817526435852051 -1.3915566357699307 1.1696014260649681 -0.061376776946218396 1.3029993572235108 -1.0399751431601387 0.72885613632202151 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 0.0026597 -0.000144867 0.00322269 0.000650737 0.00414858 -0.47654 0.0012571 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 11 2 4 3 7 7 5 3 2 4 26 3 split_gain=399247 272035 304491 313667 295004 271440 199668 190516 127737 283272 126381 118772 113711 41674.7 19652.5 10379.2 threshold=0 344.21500000000003 2022.5000000000002 157.58975000000007 162.84524000000002 1164.4950000000001 1120.4650000000004 432.41388000000001 548.95500000000004 729.18750000000011 992.8900000000001 593.34250000000009 817.62000000000012 178.20750000000001 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 5 3 11 7 6 8 -4 10 -10 12 -3 -2 15 -1 -9 right_child=1 2 4 -5 -6 -7 -8 13 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.41770512792799208 -0.010578568677389938 -0.16661140528592197 0.5656698508696123 1.7065499659946985 1.0670006240497936 -1.1222481789372183 -0.96159499341791332 -0.49579766091846283 1.4214815889596941 -0.078357272286187205 -0.78555457047053756 0.85061951547861103 0.74430472373962409 -0.89321228265762331 -0.64009644242433394 -0.18139492416665667 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 -0.00507346 0.379813 0.872065 0.0361647 -0.012845 -0.0101024 -0.233816 -0.00774429 0.477139 -0.010712 0.364118 -0.00886331 -0.517505 -0.495631 -0.338596 internal_weight=0 9101 180 74 106 8921 8899 84 8877 54 8823 46 8802 62 159 42 internal_count=9260 9101 180 74 106 8921 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 7 26 7 split_gain=391302 149124 354097 309113 201626 179997 194982 135616 58603.9 19261.4 8386.9 threshold=0 852.81250000000011 548.95500000000004 303.37500000000006 1279.9550000000002 874.60000000000014 362.77500000000003 1164.4950000000001 806.46500000000003 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=-0.41352807492385679 0.0016787774604056641 -0.74710123909844306 0.59948920198108835 1.6929131763631649 -1.0111489131450653 -0.93070722171238485 -0.79585261905193339 -0.73587837128639222 -0.12243961385705256 -0.63369548291732103 -0.52773382629667009 leaf_weight=81 8893 27 23 22 20 21 20 25 22 78 28 leaf_count=81 8893 27 23 22 20 21 20 25 22 78 28 internal_value=0 -0.00502273 -0.00282018 0.721473 -0.00820795 -0.00597597 -0.00381008 -0.000388831 0.246546 -0.490675 -0.63945 internal_weight=0 9101 9074 67 9007 8987 8966 8918 45 159 48 internal_count=9260 9101 9074 67 9007 8987 8966 8918 45 159 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=383515 267449 946436 603685 211121 148849 160100 123604 169101 105922 80545.4 18878.1 11165.5 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=-0.40939279364950865 -0.0076895525793454073 -0.013497507770856221 1.8792656057021198 -1.3050153202480741 -1.03371113550663 0.8357807100386847 -0.87923064254579086 -0.64613469994586459 0.90561830997467041 0.44936371809711645 0.47422067960103353 -0.62735852042069806 -0.27506198254286074 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 -0.0049725 0.376655 -0.0126782 -0.00744197 -0.00512664 -0.00712337 0.0267324 0.152553 -0.00504763 -0.0300081 -0.485768 -0.191361 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=16 num_cat=1 split_feature=25 3 1 0 2 4 7 7 1 2 6 26 3 3 26 split_gain=375883 262127 927602 591671 206920 153060 157834 234056 139207 121145 165958 54478 61050.4 38913.2 18502.5 threshold=0 344.21500000000003 378.05000000000007 1052.6300000000003 1164.4950000000001 1164.6975000000002 548.95500000000004 729.18750000000011 415.60849999999999 392.18750000000006 37.600000000000009 2022.5000000000002 475.26000000000005 589.71000000000015 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 3 9 4 5 6 8 -8 -2 10 11 13 -13 -3 -1 right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16 leaf_value=-0.40529886409088423 -0.0018593229201079396 -0.04579269318353562 1.8604729282154757 -1.2919651434156629 -1.0233740065395833 -0.87890155506134038 1.3945914038568736 0.023628308714339227 -0.3566766864167793 -0.63967337732729701 0.91694607693216068 0.18274002904477329 -0.47682101295433116 0.57054082238674164 -0.62108494564126704 leaf_weight=81 8680 21 34 36 20 20 20 33 112 23 23 23 36 20 78 leaf_count=81 8680 21 34 36 20 20 20 33 112 23 23 23 36 20 78 internal_value=0 -0.00492278 0.372889 -0.0125514 -0.00736755 -0.00507537 -0.00309951 0.540973 -0.00637929 0.0264651 0.151028 -0.0251337 -0.219704 0.254858 -0.48091 internal_weight=0 9101 180 8921 8885 8865 8845 53 8792 146 123 100 59 41 159 internal_count=9260 9101 180 8921 8885 8865 8845 53 8792 146 123 100 59 41 159 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=368403 256910 909143 579897 202802 150014 154693 229398 136436 118734 163961 78372.3 18134.3 10757 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=-0.40124587352629065 -0.0018407292176351329 -0.014829305410385131 1.8418682345222024 -1.279045491748386 -1.0131402888894081 -0.87011254215240486 1.380645430445671 0.02339202735460166 -0.35310992441007066 -0.63327666282653805 0.89104835669199633 0.46713265816370647 -0.61487409394138903 -0.27156492694920187 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 -0.00487355 0.36916 -0.0124259 -0.00729387 -0.00502462 -0.00306851 0.535563 -0.0063155 0.0262005 0.149517 -0.0302478 -0.476101 -0.18941 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=23 num_cat=6 split_feature=7 7 8 1 7 25 24 0 0 26 7 24 25 10 0 25 0 8 1 24 26 26 split_gain=344921 509577 255524 227330 219947 196088 1.01777e+06 313385 297691 410326 140231 86599.3 285696 239412 239272 234608 155400 56067.6 54601.6 48658.5 16488 134.424 threshold=352.38000000000005 441.88278000000008 21.101500000000005 1272.8850000000002 911.47500000000014 0 1 1374.9750000000004 66.112500000000011 2022.5000000000002 700.81750000000011 2 3 210.75000000000003 228.76800000000003 4 240.75000000000003 231.90000000000003 84.744000000000014 5 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 1 2 2 2 2 1 9 2 2 9 2 2 2 1 2 2 left_child=3 -2 10 5 -4 6 8 11 9 -1 -3 12 13 -7 -14 16 -13 -17 19 21 -21 -8 right_child=1 2 4 -5 -6 7 18 -9 -10 -11 -12 15 14 -15 -16 17 -18 -19 -20 20 -22 -23 leaf_value=0.13589146232118413 1.5082630700034065 0.18562711265352036 0.13412005495142054 0.90636039461408346 1.5177208008766174 0.2103590470091076 -0.035599509256857412 -1.2570242023468017 1.8185077654231681 1.055741286550959 -0.73191723811530296 -0.27119693537931683 -0.019579931839207074 1.276292736747048 0.77029852133530841 -0.0076153384009942275 0.23288882753123408 0.30243170471514685 -0.74226370377974082 -0.27951691927733247 -0.53715417322905168 -0.058238228442622164 leaf_weight=98 37 36 27 28 20 499 54 20 22 96 31 538 2303 22 39 5100 69 59 22 54 46 51 leaf_count=98 37 36 27 28 20 499 54 20 22 96 31 538 2303 22 39 5100 69 59 22 54 46 51 internal_value=0 0.488573 0.157621 0.00669466 0.722886 0.00392402 0.206734 -0.00669514 0.684406 0.591075 -0.238908 -0.00380493 0.0410709 0.25056 -0.00639921 -0.0261131 -0.210429 -0.00406167 -0.257491 -0.218027 -0.361846 -0.0425437 internal_weight=0 151 114 9120 47 9092 443 8649 216 194 67 8629 2863 521 2342 5766 607 5159 227 205 100 105 internal_count=9271 151 114 9120 47 9092 443 8649 216 194 67 8629 2863 521 2342 5766 607 5159 227 205 100 105 cat_boundaries=0 2 3 4 7 9 10 cat_threshold=532608 65537 915 1100 52494592 18874368 16 16777472 2164260864 3080 is_linear=0 shrinkage=0.01 Tree=606 num_leaves=18 num_cat=5 split_feature=7 4 8 5 4 25 24 0 24 1 0 25 1 24 7 7 7 split_gain=338057 1.78511e+06 306878 297844 294969 249552 902519 194185 156580 151907 407913 71473.2 310662 68095.7 36423.6 94660.7 832.767 threshold=352.38000000000005 540.74500000000012 21.101500000000005 43.440000000000005 1219.7885000000003 0 1 366.17750000000007 2 1183.6900000000003 1335.1525000000004 3 309.90000000000003 4 449.64000000000004 563.68750000000011 844.84875000000011 decision_type=2 2 2 2 2 9 1 2 1 2 2 9 2 1 2 2 2 left_child=4 2 14 -4 5 6 -1 8 -8 10 11 12 -7 -13 -2 -16 -17 right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 -12 13 -14 -15 15 16 -18 leaf_value=0.97214415270434928 -0.70699893808364866 3.1889321917579285 0.0044755999795321761 1.5682385213034493 -1.1244066186573194 0.058902605707598567 0.090786250312219971 0.83222510385513304 -0.45392385740537905 0.79362577438354498 -1.3630019326643512 -0.042550651926097596 1.2403941895650781 0.016502459410119324 0.34749870467185973 -0.54071765971183783 -0.44946160651743411 leaf_weight=111 20 21 29 21 23 687 100 20 101 24 22 3345 23 4664 20 20 20 leaf_count=111 20 21 29 21 23 687 100 20 101 24 22 3345 23 4664 20 20 20 internal_value=0 0.483687 0.0466862 0.661256 0.00662771 0.00948731 0.274488 -0.102834 -0.20099 -0.000862542 -0.00304494 0.000386537 0.0958266 -0.00818368 -0.33742 -0.214227 -0.49509 internal_weight=0 151 130 50 9120 9097 332 221 201 8765 8741 8719 710 8009 80 60 40 internal_count=9271 151 130 50 9120 9097 332 221 201 8765 8741 8719 710 8009 80 60 40 cat_boundaries=0 1 2 3 6 7 cat_threshold=532608 531 2440 0 151060481 528 689 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=324297 409164 181044 196427 158985 678925 372179 131049 89030.3 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=0.75707750392286743 1.2269350897182119 1.060863916036245 -0.84266909408569335 0.89466663055419926 0.054260235452021945 -0.11851192317882631 1.2825097358226776 -0.81180609989166264 -0.019905822719055912 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 0.0113755 0.00716027 0.00947286 0.00705747 0.175003 -0.0445738 -0.00326739 -0.00139543 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=16 num_cat=2 split_feature=4 0 1 26 25 24 1 17 0 26 26 0 0 3 16 split_gain=305586 227308 289339 718170 139322 845360 189404 150085 139781 112049 102528 100860 495712 110469 17216.6 threshold=1530.8125000000002 744.3325000000001 378.05000000000007 2022.5000000000002 0 1 98.63000000000001 494.36250000000007 603.77750000000015 2022.5000000000002 2022.5000000000002 210.75000000000003 232.70000000000002 593.34250000000009 72.610000000000014 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 10 8 11 -1 -7 13 -13 -6 -12 right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11 14 12 -14 -15 -16 leaf_value=0.62548420338197186 1.2190630086263021 -0.97181588962160304 1.5446679542178199 1.1561788449968611 -0.010718853163249277 0.016629347269911141 0.65367355823516848 0.75611649311505835 -0.76689865012963609 1.2479092441621373 -0.38415727098252028 1.5998898895927098 0.041318220104301834 0.47038428261876108 -0.069156435012817388 leaf_weight=55 21 29 21 35 8396 168 32 26 24 61 131 23 181 48 20 leaf_count=55 21 29 21 35 8396 168 32 26 24 61 131 23 181 48 20 internal_value=0 0.0113905 0.526137 0.191931 0.00661649 0.173014 -0.0775525 -0.0025135 -0.00479088 0.877175 -0.153335 -0.00267588 0.21704 -0.00798402 -0.342435 internal_weight=0 9250 85 64 9165 467 351 8698 8672 116 319 8648 204 8444 151 internal_count=9271 9250 85 64 9165 467 351 8698 8672 116 319 8648 204 8444 151 cat_boundaries=0 2 3 cat_threshold=532608 16777217 19 is_linear=0 shrinkage=0.01 Tree=609 num_leaves=19 num_cat=4 split_feature=7 4 4 25 24 26 5 0 24 1 0 2 0 0 25 7 26 26 split_gain=327034 1.74083e+06 290497 238086 867390 237746 222400 186596 153452 147352 406312 131613 69419.1 370220 72814.9 30205.4 12112.3 6381.14 threshold=352.38000000000005 540.74500000000012 1219.7885000000003 0 1 2022.5000000000002 96.322500000000005 366.17750000000007 2 1183.6900000000003 1335.1525000000004 47.808000000000007 228.76800000000003 252.37200000000004 3 563.68750000000011 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 1 2 2 2 2 2 9 2 2 2 left_child=2 6 3 4 5 -1 11 8 16 10 12 15 14 -14 -5 -2 -6 -10 right_child=1 -3 -4 9 7 -7 -8 -9 17 -11 -12 -13 13 -15 -16 -17 -18 -19 leaf_value=0.56222796872810077 0.19114266872406005 3.1470375497000562 -1.1160853790200276 0.060419422555869635 0.004090619798292193 1.4881706000210946 0.75314182310393363 0.81472781085968027 -0.42167098896844046 0.78155678590138755 -1.3603637573935767 -0.9199975638389587 1.4718224132061004 0.047955399057694845 -0.017513447396215961 -0.2050110449699255 0.22639201045036317 -0.58159352493286132 leaf_weight=54 38 21 23 1434 57 57 33 20 56 24 22 20 20 210 7055 39 43 45 leaf_count=54 38 21 23 1434 57 57 33 20 56 24 22 20 20 210 7055 39 43 45 internal_value=0 0.47556 0.00634243 0.00918027 0.268021 0.951951 0.0440132 -0.10183 -0.198096 -0.000928822 -0.00307834 -0.197237 0.000346396 0.17177 -0.00429813 -0.00950661 0.0906184 -0.448516 internal_weight=0 151 9120 9097 332 111 130 221 201 8765 8741 97 8719 230 8489 77 100 101 internal_count=9271 151 9120 9097 332 111 130 221 201 8765 8741 97 8719 230 8489 77 100 101 cat_boundaries=0 1 2 3 6 cat_threshold=532608 531 2440 111149056 153092099 528 is_linear=0 shrinkage=0.01 Tree=610 num_leaves=14 num_cat=1 split_feature=5 3 1 0 1 9 3 4 4 24 3 5 4 split_gain=279591 144482 865556 394476 246334 188355 151916 123426 105175 100649 97231.4 82815.9 27882.5 threshold=1374.9750000000004 352.38000000000005 378.05000000000007 1265.0725000000002 1318.45 1144.97 515.86500000000012 589.71000000000015 21.101500000000005 0 844.84875000000011 9.775500000000001 1013.1050000000001 decision_type=2 2 2 2 2 2 2 2 2 1 2 2 2 left_child=1 3 6 4 5 7 11 9 10 -1 -8 -3 -9 right_child=-2 2 -4 -5 -6 -7 8 12 -10 -11 -12 -13 -14 leaf_value=-0.058568747684762112 -1.1304067594354803 0.044731786549091337 1.740805761163885 -1.2140583448056821 1.1050489020347596 -0.975359079360962 0.47182599930536179 -0.29769065009859896 -0.79019229581279138 0.018598370368793891 -0.40387643456459044 0.86502366483211524 -0.74965020338694266 leaf_weight=2248 22 32 33 27 20 20 21 39 31 6712 32 20 21 leaf_count=2248 22 32 33 27 20 20 21 39 31 6712 32 20 21 internal_value=0 -0.00173958 0.287969 -0.00712758 -0.00353077 -0.00598338 -0.0645571 -0.00383399 -0.32752 -0.000806918 -0.0569 0.360229 -0.455876 internal_weight=0 9256 169 9087 9060 9040 136 9020 84 8960 53 52 60 internal_count=9278 9256 169 9087 9060 9040 136 9020 84 8960 53 52 60 cat_boundaries=0 1 cat_threshold=168 is_linear=0 shrinkage=0.01 Tree=611 num_leaves=18 num_cat=5 split_feature=2 4 25 26 24 2 25 4 7 16 25 2 2 7 17 25 4 split_gain=188990 298728 138336 751510 150827 346781 211020 364478 178847 121951 149385 79608.7 205564 38070.6 30509.7 23368.6 10207.3 threshold=1422.3575000000001 967.31750000000011 0 2022.5000000000002 1 437.62500000000006 2 344.21500000000003 548.95500000000004 110.14500000000002 3 515.86500000000012 817.62000000000012 305.50000000000006 13.037000000000001 4 1265.0725000000002 decision_type=2 2 9 2 1 2 9 2 2 2 9 2 2 2 2 9 2 left_child=1 2 3 -1 6 9 7 8 -4 10 -6 -7 -13 15 -11 -8 -3 right_child=-2 16 4 -5 5 11 13 -9 -10 14 -12 12 -14 -15 -16 -17 -18 leaf_value=-0.38562740902402509 0.94321203685942157 -0.95871639263062247 -0.27425031868685984 1.1620808378316589 0.1095139134156502 1.259801104409354 0.047569215888047085 0.75579624713251459 0.62105510856794277 -0.2174731758399443 -0.0095697321023165104 -0.23729388046264649 1.1354168848196666 -0.45101885169744493 -0.61392153962453211 -0.026114642736160154 -0.66475922407927346 leaf_weight=67 21 21 746 59 1465 21 513 38 23 55 3686 20 24 20 30 2442 27 leaf_count=67 21 21 746 59 1465 21 513 38 23 55 3686 20 24 20 30 2442 27 internal_value=0 -0.00652179 -0.00242053 0.31416 -0.00715016 0.0272537 -0.0553167 -0.19778 -0.247473 0.0182935 0.024493 0.75323 0.511457 -0.016139 -0.357396 -0.0132502 -0.793365 internal_weight=0 9257 9209 126 9083 5301 3782 807 769 5236 5151 65 44 2975 85 2955 48 internal_count=9278 9257 9209 126 9083 5301 3782 807 769 5236 5151 65 44 2975 85 2955 48 cat_boundaries=0 1 2 4 7 10 cat_threshold=8320 681 92799232 352387072 344457472 2501902336 67108880 35721216 1073741898 131074 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=274054 198430 172460 156675 628372 218407 172039 151575 181660 149516 5015.01 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=-0.0090145636808812435 -1.1191119176691229 0.99331372547149654 -0.53898101351477889 0.065832214027034985 1.799554704030355 -0.7586724011103313 1.0835465743541719 -0.784133723449707 0.74770889699459075 0.85657959994673738 -0.75777448272705072 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 -0.00167746 -0.00383205 -0.000911435 0.300755 0.0526782 0.238326 -0.00656037 -0.00440045 -0.00708416 -0.643168 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=268600 194482 169028 153557 615868 214061 168615 148559 178045 146541 4915.21 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=-0.0089244171591425867 -1.1079207723790949 0.98338060379028325 -0.5335912041230636 0.065173885250578115 1.7815591430664064 -0.75108566796338117 1.0727111151218416 -0.77629234161376959 0.74023177683353425 0.84801381665840747 -0.75019673919677732 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 -0.00166068 -0.00379373 -0.00090232 0.297748 0.0521514 0.235943 -0.00649477 -0.00435644 -0.00701331 -0.636737 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=263255 190611 165664 98682.3 461482 881518 186727 180339 122299 249292 86290.4 44352.9 17200.7 4817.4 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=-0.0027791448916533062 -1.0968415958231146 0.97354680633544921 -0.52825529152696782 0.34943182655002758 -0.3978354913538153 2.5110299851677635 -0.86806892242431644 0.39014910608530046 -0.17584719135679983 0.84283016177586145 -0.94288259462876756 -0.29446474069356915 -0.76864202926898828 -0.74269477844238285 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 -0.00164407 -0.00375579 -0.000893298 0.25883 0.882928 -0.00502591 -0.254669 -0.00263521 0.000524385 -0.431526 0.0499451 -0.608686 -0.630369 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=14 num_cat=3 split_feature=14 4 7 15 25 24 26 1 3 11 4 24 26 split_gain=262760 493085 150953 146604 139939 938121 251655 158769 344328 104524 97371.8 83724 142.058 threshold=473.87250000000012 1065.8000000000002 46.144000000000005 674.04250000000013 0 1 2022.5000000000002 362.77500000000003 352.38000000000005 806.46500000000003 174.37500000000003 2 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 1 2 left_child=1 3 -2 4 5 12 -7 9 10 11 -9 -6 -1 right_child=2 -3 -4 -5 7 6 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.40051421284675598 -0.29168682910300592 1.1631010944134481 -1.3699940071105956 -0.77419453576207165 -0.05592188563391931 0.47507994846951579 1.3998930619444168 0.017352890321763896 1.475427790555087 -0.67718005024868499 0.75640222024349946 0.015860582897196596 -0.42265016195909033 leaf_weight=64 37 37 20 24 2159 62 56 118 22 23 21 6467 53 leaf_count=64 37 37 20 24 2159 62 56 118 22 23 21 6467 53 internal_value=0 0.0110389 -0.67004 0.0063387 0.00840977 0.244145 0.84257 0.00184249 0.312991 -0.00394736 0.129008 -0.00215228 -0.378215 internal_weight=0 9106 57 9069 9045 235 118 8810 161 8649 139 8626 117 internal_count=9163 9106 57 9069 9045 235 118 8810 161 8649 139 8626 117 cat_boundaries=0 2 3 4 cat_threshold=8320 2164326400 2170 145 is_linear=0 shrinkage=0.01 Tree=616 num_leaves=8 num_cat=0 split_feature=4 5 0 0 20 8 19 split_gain=249636 301871 376762 169515 130403 125023 134569 threshold=1265.0725000000002 1279.9550000000002 1219.7885000000003 831.91125000000011 456.25000000000006 1058.7500000000002 492.13750000000005 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=0.0071513312883078059 0.94951257433210101 -1.2233681211471557 1.0731050549131451 -0.7355505826396328 -0.80139236831665051 -0.68546428973858176 0.82833454895019532 leaf_weight=8985 28 20 33 31 20 26 20 leaf_count=8985 28 20 33 31 20 26 20 internal_value=0 0.00384395 0.00653668 0.00266124 0.00518965 0.0069759 0.00897517 internal_weight=0 9135 9115 9082 9051 9031 9005 internal_count=9163 9135 9115 9082 9051 9031 9005 is_linear=0 shrinkage=0.01 Tree=617 num_leaves=9 num_cat=0 split_feature=14 4 0 12 0 15 14 15 split_gain=257023 478153 304197 173485 154584 151624 128217 135234 threshold=473.87250000000012 1065.8000000000002 1219.7885000000003 290.03125000000006 831.91125000000011 519.44500000000005 342.96000000000009 233.82500000000002 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=0.0028879632822425344 -0.25713622686025256 1.1453407747036704 0.97950149774551398 -1.41312367528677 -0.70216354616226695 -0.71670529292575236 0.78800722758684838 0.54070679861180326 leaf_weight=8909 37 37 32 20 31 29 21 47 leaf_count=8909 37 37 32 20 31 29 21 47 internal_value=0 0.0108566 0.00622811 -0.662746 0.00278175 0.00520828 0.00754041 0.00571037 internal_weight=0 9106 9069 57 9037 9006 8977 8956 internal_count=9163 9106 9069 57 9037 9006 8977 8956 is_linear=0 shrinkage=0.01 Tree=618 num_leaves=9 num_cat=0 split_feature=14 4 0 0 15 7 14 15 split_gain=251908 468638 298143 151508 148607 146618 125665 132542 threshold=473.87250000000012 1065.8000000000002 1219.7885000000003 831.91125000000011 519.44500000000005 46.144000000000005 342.96000000000009 233.82500000000002 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=0.0028590839873267179 -0.28323737086476508 1.1338873908326432 0.96970646262168891 -0.69514190489246008 -0.70953823973392616 -1.3459482898712158 0.78012717181727997 0.53529973917819085 leaf_weight=8909 37 37 32 31 29 20 21 47 leaf_count=8909 37 37 32 31 29 20 21 47 internal_value=0 0.0107481 0.00616583 0.00275394 0.0051562 -0.656118 0.007465 0.00565327 internal_weight=0 9106 9069 9037 9006 57 8977 8956 internal_count=9163 9106 9069 9037 9006 57 8977 8956 is_linear=0 shrinkage=0.01 Tree=619 num_leaves=10 num_cat=1 split_feature=14 5 1 12 14 8 3 3 25 split_gain=246895 462333 320190 168823 131107 130285 145002 437104 148509 threshold=473.87250000000012 1279.9550000000002 1236.1260000000004 290.03125000000006 355.67500000000007 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=0.23234483832298822 -0.24943473622605608 1.4927031117393859 1.0386101605097453 -1.3897838146686554 0.79301968250955857 -0.71893709974288944 1.5143515968322754 -0.15572037282444182 -0.0066573448668846577 leaf_weight=258 37 21 30 20 21 25 25 42 8684 leaf_count=258 37 21 30 20 21 25 25 42 8684 internal_value=0 0.0106406 0.00721478 -0.649557 0.00379768 0.00196309 0.00396359 0.467441 0.000490881 internal_weight=0 9106 9085 57 9055 9034 9009 67 8942 internal_count=9163 9106 9085 57 9055 9034 9009 67 8942 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 0 0 0 0 0 split_gain=353986 451838 166122 190865 134301 98872.4 467114 70154.4 16977.2 1736.08 threshold=1279.9550000000002 1422.3575000000001 806.46500000000003 1204.8925000000002 492.13750000000005 486.41000000000003 449.26500000000004 1295.4950000000001 649.85000000000014 1052.6300000000003 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 9 -7 -4 right_child=-2 -3 7 -5 -6 8 -8 -9 -10 -11 leaf_value=0.0032819180896595007 -1.0775481049219768 1.5119038734436034 0.81619302056052467 -0.92665561757304449 0.76908346673716665 -0.27197343655121631 1.5332464504241943 0.047006237393333795 -0.61939270539717239 0.68746191024780279 leaf_weight=8949 30 20 22 22 23 39 20 21 22 20 leaf_count=8949 30 20 22 22 23 39 20 21 22 20 internal_value=0 0.0104864 0.0072003 0.00364779 0.00590855 0.0039647 0.00669359 0.51893 -0.397272 0.754892 internal_weight=0 9158 9138 9075 9053 9030 8969 63 61 42 internal_count=9188 9158 9138 9075 9053 9030 8969 63 61 42 is_linear=0 shrinkage=0.01 Tree=621 num_leaves=10 num_cat=0 split_feature=2 4 3 0 26 19 7 7 7 split_gain=346942 442846 201108 169523 169582 131544 117758 152317 20578.2 threshold=1279.9550000000002 1422.3575000000001 1205.5225000000003 806.46500000000003 2022.5000000000002 492.13750000000005 729.18750000000011 541.1975000000001 1204.8925000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 7 -1 -8 right_child=-2 -3 -4 4 -6 -7 8 -9 -10 leaf_value=0.0048636928408346391 -1.0667726319233577 1.4967848014831544 -0.8711033157201914 -0.056639253828260634 1.0048940933451933 0.76139265267745304 -0.30721459340166163 0.87852529805898671 -0.7245960826533181 leaf_weight=8960 30 20 26 27 34 23 27 20 21 leaf_count=8960 30 20 26 27 34 23 27 20 21 internal_value=0 0.0103815 0.0071283 0.00963422 0.535035 0.00609324 0.00416902 0.00680949 -0.489819 internal_weight=0 9158 9138 9112 61 9051 9028 8980 48 internal_count=9188 9158 9138 9112 61 9051 9028 8980 48 is_linear=0 shrinkage=0.01 Tree=622 num_leaves=13 num_cat=0 split_feature=2 5 0 26 19 6 6 12 5 26 8 6 split_gain=340038 426348 176077 165879 129873 119584 150184 121350 54947.5 41904 16399.9 4772.55 threshold=1279.9550000000002 1374.9750000000004 806.46500000000003 2022.5000000000002 492.13750000000005 422.52500000000009 256.61250000000007 426.87000000000006 47.808000000000007 2022.5000000000002 256.61250000000007 752.83000000000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 7 -1 -8 11 -11 -7 right_child=-2 -3 3 -5 -6 9 8 -9 -10 10 -12 -13 leaf_value=0.0049477780822677446 -1.0561049072674165 1.4335041109720865 -0.020026328881581623 0.99331940732683455 0.75377870020659077 -0.15798269232114157 0.25030626409704032 -0.42545393705368045 0.80113656149970158 -0.52575846560796102 -0.19510379409790041 0.048444200697399326 leaf_weight=8776 30 21 30 35 23 24 55 66 27 60 20 21 leaf_count=8776 30 21 30 35 23 24 55 66 27 60 20 21 internal_value=0 0.0102777 0.00700665 0.525621 0.00329082 0.00138329 0.00568571 0.0017351 0.431677 -0.305775 -0.443095 -0.0616501 internal_weight=0 9158 9137 65 9072 9049 8924 8842 82 125 80 45 internal_count=9188 9158 9137 65 9072 9049 8924 8842 82 125 80 45 is_linear=0 shrinkage=0.01 Tree=623 num_leaves=11 num_cat=0 split_feature=4 2 0 7 19 0 0 1 1 0 split_gain=335981 252206 149541 184491 126373 97097.5 458090 105147 75927.1 35495.8 threshold=1530.8125000000002 1211.5375000000001 806.46500000000003 1204.8925000000002 492.13750000000005 486.41000000000003 449.26500000000004 21.101500000000005 49.650000000000006 1144.97 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=0.0033740242051279552 1.3014272537231446 -0.86874118212497597 0.53319850535619828 -0.91092723681168131 0.74624088909315023 -0.070568068905880577 1.518488130569458 -0.92722639747287916 0.98547575632731121 -0.055449315071105953 leaf_weight=8947 20 33 21 22 23 38 20 23 21 20 leaf_count=8947 20 33 21 22 23 38 20 23 21 20 internal_value=0 0.00390349 0.0070559 0.00371129 0.00593447 0.00404845 0.00675334 -0.39357 0.496503 0.246053 internal_weight=0 9168 9135 9073 9051 9028 8967 61 62 41 internal_count=9188 9168 9135 9073 9051 9028 8967 61 62 41 is_linear=0 shrinkage=0.01 Tree=624 num_leaves=9 num_cat=1 split_feature=4 5 9 2 25 26 0 3 split_gain=329295 263440 169402 379036 203934 806650 138722 127510 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 1202.4650000000004 0 2022.5000000000002 1144.97 652.50000000000011 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=-0.35900236465036872 1.2884130783081054 -1.1148859219324021 0.84547291596730545 -1.0996506759812754 0.0075303444370325876 1.2480970354549219 -0.70059855188642228 -0.44755000404773221 leaf_weight=64 20 21 24 31 8877 61 28 62 leaf_count=64 20 21 24 31 8877 61 28 62 internal_value=0 0.00386446 0.00643292 0.00422565 0.00798942 0.393761 0.00217021 0.00437395 internal_weight=0 9168 9147 9123 9092 125 8967 8939 internal_count=9188 9168 9147 9123 9092 125 8967 8939 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=625 num_leaves=17 num_cat=5 split_feature=4 9 25 24 0 4 0 0 4 19 0 1 24 25 25 5 split_gain=148186 147593 169296 287203 260666 190858 388636 344664 215209 188562 146914 141460 93794 571346 255970 85585.1 threshold=1205.5225000000003 1064.4750000000001 0 1 960.86250000000007 199.12500000000003 866.75000000000011 293.81250000000006 404.82250000000005 362.77500000000003 184.44910000000004 154.71744000000004 2 3 4 92.100000000000023 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 1 9 9 2 left_child=1 2 3 10 9 6 7 -5 -7 12 11 15 13 -4 -14 -1 right_child=-2 -3 4 5 -6 8 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=-0.31494054301417601 -0.6533904328611162 0.71436789614813667 0.53673882681344243 -0.082469346124931869 1.1449180107116699 1.1973138919243447 -1.2982397872924805 0.75608505368232726 0.016608405364187138 0.9481711723690941 -1.0158725108522357 0.49978927063941953 -0.33272179864286405 -0.016605961848343505 -0.0039220213126171001 -0.92916625757217408 leaf_weight=245 36 28 214 854 20 26 25 52 38 21 33 20 236 1121 6335 25 leaf_count=245 36 28 214 854 20 26 25 52 38 21 33 20 236 1121 6335 25 internal_value=0 -0.010567 -0.0127578 -0.117263 0.00471576 -0.0316489 -0.0682797 -0.0343404 0.49627 0.00184496 -0.372125 -0.311703 -0.000668686 0.0754261 -0.0162186 -0.371813 internal_weight=0 9293 9265 1318 7947 995 931 906 64 7927 323 290 7906 1335 6571 270 internal_count=9329 9293 9265 1318 7947 995 931 906 64 7927 323 290 7906 1335 6571 270 cat_boundaries=0 3 4 5 8 9 cat_threshold=16781568 1090519042 524288 641 3 67641344 134217728 536870912 532480 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=168742 828398 358006 222892 193911 218108 172083 138904 280079 104669 58674.3 31327.9 3189.16 threshold=466.8300000000001 50.730000000000011 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=-0.11806696355988582 -0.024282894134521484 2.2157677059173584 -1.1079502243995667 1.0407693119049073 -0.22754034124314784 0.94006912867228198 0.7390969791412354 0.0011485489475034775 1.0448527417864117 0.70812200228373212 -0.89083629259041375 -0.50555446662400894 -0.39851968598365789 leaf_weight=1500 21 20 30 20 24 24 20 7542 21 21 28 38 20 leaf_count=1500 21 20 30 20 24 24 20 7542 21 21 28 38 20 internal_value=0 0.39774 -0.0173198 -0.0137634 -0.0160609 -0.0119745 -0.0625199 -0.0144898 -0.101345 0.00310748 -0.532983 -0.334254 -0.305258 internal_weight=0 99 9230 9200 9180 9108 79 9084 1521 7563 72 59 44 internal_count=9329 99 9230 9200 9180 9108 79 9084 1521 7563 72 59 44 cat_boundaries=0 3 cat_threshold=17305856 1090519042 528448 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 3 5 4 8 9 split_gain=165384 811913 236336 511587 441780 360660 342864 271138 215135 186487 168659 147978 101307 86953.8 79256.1 73642 56835.9 30704.5 585.418 threshold=466.8300000000001 50.730000000000011 0 929.87500000000011 1 960.86250000000007 375.58250000000004 330.33750000000003 251.25000000000003 362.77500000000003 47.808000000000007 709.65000000000009 411.81600000000003 117.89750000000002 593.34250000000009 184.72500000000005 503.46500000000009 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 14 15 -4 16 -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=-0.085389200216845471 -0.024040058680943083 2.1936100006103518 -0.0023956934928543285 -1.4107982313632965 -0.3054555266279923 1.3088687224615188 1.115666461452361 1.1335419918241956 0.97870150423049929 0.93785623550415043 0.73170598030090328 -0.74479964803766319 -0.50850513349879867 -0.95946479277177288 0.55059985307546766 -0.75509724290030356 0.21732709017666904 -0.50049892331424506 -0.43708922331531846 leaf_weight=380 21 20 8146 32 380 21 31 21 20 21 20 27 22 22 26 35 22 38 24 leaf_count=380 21 20 8146 32 380 21 31 21 20 21 20 27 22 22 26 35 22 38 24 internal_value=0 0.393763 -0.0171466 -0.166273 -0.124382 2.3461e-05 0.0985199 0.0259632 -0.0321847 -0.00330167 -0.0618947 -0.0056988 -0.0032705 -0.338654 -0.000636285 -0.315149 -0.276846 -0.330912 -0.471245 internal_weight=0 99 9230 943 911 8287 452 421 400 8266 79 8245 8218 459 8172 437 402 59 46 internal_count=9329 99 9230 943 911 8287 452 421 400 8266 79 8245 8218 459 8172 437 402 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=162093 795756 350263 219194 176769 168762 286901 201130 179084 159524 143478 130202 121015 111824 94047.1 threshold=466.8300000000001 50.730000000000011 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=-0.14239360553167191 -0.15219886098589216 2.1716739559173583 -1.0957466006278993 1.0322890281677246 0.0020177447931484351 1.0255882843802957 -0.57390100399653121 0.6378050696849823 -0.77076208536929269 0.85389287255027069 0.32740620299389489 0.7874694887797038 -0.71172024794987265 -0.48216776072978973 0.67096960150677221 leaf_weight=1296 35 20 30 20 7609 34 33 32 47 22 38 21 21 48 23 leaf_count=1296 35 20 30 20 7609 34 33 32 47 22 38 21 21 48 23 internal_value=0 0.389825 -0.0169751 -0.0134574 -0.0157357 -0.115426 0.270216 -0.145715 -0.164384 0.00357088 -0.0915112 0.00113908 -0.0612758 -0.0010175 0.17423 internal_weight=0 99 9230 9200 9180 1480 105 1375 1343 7700 71 7678 79 7657 58 internal_count=9329 99 9230 9200 9180 1480 105 1375 1343 7700 71 7678 79 7657 58 cat_boundaries=0 3 cat_threshold=17305856 1090519042 524288 is_linear=0 shrinkage=0.01 Tree=629 num_leaves=14 num_cat=2 split_feature=8 0 2 2 4 0 5 25 24 3 3 8 4 split_gain=158867 779920 343293 214832 189042 214025 165006 131117 337243 99246.8 58094.2 29684.1 3165.48 threshold=466.8300000000001 50.730000000000011 1211.5375000000001 967.31750000000011 593.34250000000009 1219.7885000000003 47.808000000000007 0 1 575.22000000000014 65.050000000000011 657.00000000000011 967.31750000000011 decision_type=2 2 2 2 2 2 2 9 1 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=0.048379302294853405 -0.025021567571730841 2.1499572048187257 -1.0847891613642375 1.0219661145210266 -0.22194375711182754 0.9315473206837972 0.72429679584503182 0.0011540491349014174 -0.24837192386192453 0.68957218737829296 -0.88204895343099321 -0.49349629878997803 -0.39228733825683593 leaf_weight=772 21 20 30 20 24 24 20 7542 749 21 28 38 20 leaf_count=772 21 20 30 20 24 24 20 7542 749 21 28 38 20 internal_value=0 0.385927 -0.0168054 -0.0133228 -0.0155784 -0.0115437 -0.060663 -0.0140353 -0.0984204 0.00306152 -0.525969 -0.326751 -0.299373 internal_weight=0 99 9230 9200 9180 9108 79 9084 1521 7563 72 59 44 internal_count=9329 99 9230 9200 9180 9108 79 9084 1521 7563 72 59 44 cat_boundaries=0 3 4 cat_threshold=17305856 1090519042 528448 1366 is_linear=0 shrinkage=0.01 Tree=630 num_leaves=10 num_cat=0 split_feature=3 5 1 2 1 16 9 10 1 split_gain=299229 699243 469011 373081 164645 202960 671467 164914 29521 threshold=1205.5225000000003 1435.0600000000002 1236.1260000000004 1120.4650000000004 665.43750000000011 451.12500000000006 43.440000000000005 788.58750000000009 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=-0.00092838978531706198 -0.89926829879348347 1.8696138453483582 1.3389375730661246 -1.251219916343689 -0.89252548933029174 -0.22940458352225168 2.0675093183517457 -0.72008936960250136 -0.37707497215270996 leaf_weight=8977 37 20 26 24 20 35 20 32 25 leaf_count=8977 37 20 26 24 20 35 20 32 25 internal_value=0 0.00183484 -0.00224372 -0.00606183 -0.00278114 0.000214476 0.605837 -0.00348285 -0.606164 internal_weight=0 9179 9159 9133 9109 9064 55 9009 45 internal_count=9216 9179 9159 9133 9109 9064 55 9009 45 is_linear=0 shrinkage=0.01 Tree=631 num_leaves=11 num_cat=0 split_feature=4 3 6 13 3 0 2 14 12 3 split_gain=298770 300583 228074 194228 217125 1.36329e+06 467197 168472 77157 13776.9 threshold=1422.3575000000001 1205.5225000000003 1253.9725000000001 488.75250000000005 492.37500000000006 13.003400000000001 1052.6300000000003 460.42500000000007 67.485000000000014 721.76691000000005 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -5 -6 right_child=-2 -3 -4 8 5 -7 -8 -9 -10 -11 leaf_value=-0.0034873219231147134 1.1896508680071149 -0.98751961854196368 1.0397899682181222 -0.24663122483662198 -0.23098687489827474 2.5496956103780994 -1.2715569801988273 0.5786022290706635 -1.0109538181304931 -0.57535928762876065 leaf_weight=8941 21 31 21 28 21 23 29 50 25 26 leaf_count=8941 21 31 21 28 21 23 29 50 25 26 internal_value=0 -0.00448606 -0.00116065 -0.00355154 -3.21511e-05 0.554756 -0.0043376 -0.000250254 -0.607161 -0.421491 internal_weight=0 9195 9164 9143 9090 70 9020 8991 53 47 internal_count=9216 9195 9164 9143 9090 70 9020 8991 53 47 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=292824 294602 409727 239704 218574 176927 380065 139986 121001 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 665.43750000000011 43.440000000000005 362.12500000000006 1.7878000000000001 1144.97 603.77750000000015 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=-0.000370734465069077 1.1777543458484467 -0.97764443905122822 1.252406366788424 -0.13921215789658684 -1.5079689826965332 -0.095236771404743195 1.6620423955917358 -0.84003105735778805 -0.63651851304372153 leaf_weight=8988 21 31 26 28 20 32 20 20 30 leaf_count=8988 21 31 26 28 20 32 20 20 30 internal_value=0 -0.0044412 -0.00114904 -0.00471574 -0.709528 -0.000993957 0.58064 -0.00434038 -0.00248699 internal_weight=0 9195 9164 9138 48 9090 52 9038 9018 internal_count=9216 9195 9164 9138 48 9090 52 9038 9018 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=286997 288739 401573 275715 176925 172078 372502 137937 35379.5 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 1202.4650000000004 665.43750000000011 362.12500000000006 1.7878000000000001 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=-0.00023545012835163127 1.165976820446196 -0.96786797200479813 1.2398822857783391 -1.0981700698189114 -0.92311188788641063 -0.09428438723087311 1.6454219479560852 -0.83163072586059572 -0.36634309844970703 leaf_weight=8997 21 31 26 23 21 32 20 20 25 leaf_count=8997 21 31 26 23 21 32 20 20 25 internal_value=0 -0.00439678 -0.00113755 -0.00466858 -0.00190933 0.0012284 0.574833 -0.00207951 -0.62052 internal_weight=0 9195 9164 9138 9115 9069 52 9017 46 internal_count=9216 9195 9164 9138 9115 9069 52 9017 46 is_linear=0 shrinkage=0.01 Tree=634 num_leaves=10 num_cat=0 split_feature=4 3 1 1 0 18 16 13 10 split_gain=281286 282993 393582 230672 214107 169953 173780 135267 117416 threshold=1422.3575000000001 1205.5225000000003 1236.1260000000004 665.43750000000011 43.440000000000005 362.12500000000006 40.213800000000006 603.77750000000015 715.87500000000011 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=0.00034681263016464155 1.1543170529320126 -0.95818930143310188 1.2274834904303917 -0.13157160963330949 -1.4862669849395753 0.09328213753238801 1.2714608941759382 -0.6433160299243349 -0.5799829899583544 leaf_weight=8970 21 31 26 28 20 31 21 33 35 leaf_count=8970 21 31 26 28 20 31 21 33 35 internal_value=0 -0.00435282 -0.00112618 -0.00462189 -0.696028 -0.000970902 0.569085 -0.00425071 -0.00190877 internal_weight=0 9195 9164 9138 48 9090 52 9038 9005 internal_count=9216 9195 9164 9138 48 9090 52 9038 9005 is_linear=0 shrinkage=0.01 Tree=635 num_leaves=15 num_cat=2 split_feature=2 5 4 25 24 26 5 1 2 2 1 4 2 26 split_gain=250503 253379 217166 223129 816779 370258 169246 122008 89420.4 276439 79313.8 39892 22592.1 20779.1 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 0 1 2022.5000000000002 47.808000000000007 1341.6425000000002 569.59500000000014 438.71000000000009 10.942500000000003 1013.1050000000001 13.830000000000002 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 12 8 9 -5 11 -4 -6 -10 right_child=-2 -3 10 7 6 -7 -8 -9 13 -11 -12 -13 -14 -15 leaf_value=0.45945619558883927 -0.90911379750569665 1.0544456212416939 -0.036746526166148812 -0.0012081024480591763 -0.27655860414871802 1.6168624718372637 0.64329513387680048 -0.76308866046723867 -0.67131126594543467 0.86500209602149758 -1.0729234967912946 -0.62571783936542014 0.080432460308074952 -0.25518727080027259 leaf_weight=59 30 23 23 8675 156 52 25 21 20 37 21 23 20 30 leaf_count=59 30 23 23 8675 156 52 25 21 20 37 21 23 20 30 internal_value=0 0.00616602 0.00353445 0.00771311 0.26625 0.918882 -0.120626 -0.00177208 5.0553e-05 0.00247071 -0.563703 -0.331232 -0.235991 -0.421637 internal_weight=0 9185 9162 9095 312 111 201 8783 8762 8712 67 46 176 50 internal_count=9215 9185 9162 9095 312 111 201 8783 8762 8712 67 46 176 50 cat_boundaries=0 1 2 cat_threshold=17309696 51 is_linear=0 shrinkage=0.01 Tree=636 num_leaves=13 num_cat=2 split_feature=0 3 5 0 5 25 24 10 11 1 5 1 split_gain=233367 274507 633547 208080 163811 110398 256038 358381 213695 96793.4 94834.7 30090.3 threshold=1587.2775000000001 721.76691000000005 1341.6425000000002 1165.3425000000004 67.800000000000011 0 1 103.13625000000002 360.14500000000004 352.38000000000005 410.11250000000001 453.00000000000006 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 left_child=1 2 3 5 -3 6 7 -1 -8 10 -7 -11 right_child=-2 4 -4 -5 -6 9 8 -9 -10 11 -12 -13 leaf_value=0.25199180946143068 -1.0028801428753398 -0.22470576002791121 1.7880745468139647 1.0251869297027587 -1.2604544188426092 -0.016477728288497355 -0.029953666041907082 -0.66511714596218541 0.73874817384255909 -0.75136896967887878 0.55664530926737299 -0.25691629052162168 leaf_weight=802 23 37 20 20 26 6523 1601 45 37 20 29 32 leaf_count=802 23 37 20 20 26 6523 1601 45 37 20 29 32 internal_value=0 0.00567168 0.0102114 0.00630789 -0.652158 0.00406588 0.0607395 0.200895 -0.0125134 -0.0173254 -0.013941 -0.44709 internal_weight=0 9192 9129 9109 63 9089 2485 847 1638 6604 6552 52 internal_count=9215 9192 9129 9109 63 9089 2485 847 1638 6604 6552 52 cat_boundaries=0 3 4 cat_threshold=19407104 134217858 536875520 75 is_linear=0 shrinkage=0.01 Tree=637 num_leaves=15 num_cat=2 split_feature=2 5 4 25 24 26 5 1 2 2 1 4 2 26 split_gain=244281 242319 212221 217692 800327 363147 165642 118746 87477.6 270592 77578.7 39003.7 22149.5 20439.9 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 0 1 2022.5000000000002 47.808000000000007 1341.6425000000002 569.59500000000014 438.71000000000009 10.942500000000003 1013.1050000000001 13.830000000000002 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 12 8 9 -5 11 -4 -6 -10 right_child=-2 -3 10 7 6 -7 -8 -9 13 -11 -12 -13 -14 -15 leaf_value=0.45392545696032249 -0.89777607981363927 1.0312102015122124 -0.036147823618805926 -0.0011940950921529995 -0.27426732323108577 1.60016382089028 0.63577639989852908 -0.75281775247483029 -0.66465785837173452 0.85580519805083399 -1.0608701369875955 -0.61852459067883703 0.079209778785705565 -0.2519440137545268 leaf_weight=59 30 23 23 8675 156 52 25 21 20 37 21 23 20 30 leaf_count=59 30 23 23 8675 156 52 25 21 20 37 21 23 20 30 internal_value=0 0.00606538 0.00349189 0.00762269 0.262991 0.909009 -0.119939 -0.00174623 5.18763e-05 0.00244559 -0.55725 -0.327336 -0.234099 -0.41703 internal_weight=0 9185 9162 9095 312 111 201 8783 8762 8712 67 46 176 50 internal_count=9215 9185 9162 9095 312 111 201 8783 8762 8712 67 46 176 50 cat_boundaries=0 1 2 cat_threshold=17309696 51 is_linear=0 shrinkage=0.01 Tree=638 num_leaves=13 num_cat=3 split_feature=2 5 4 25 24 0 5 14 25 1 4 2 split_gain=239420 237497 207998 213360 784400 170448 162346 115567 88582.2 76034.9 38227.5 21708.8 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 0 1 1335.1525000000004 47.808000000000007 460.42500000000007 2 10.942500000000003 1013.1050000000001 13.830000000000002 decision_type=2 2 2 9 1 2 2 2 9 2 2 2 left_child=1 2 3 4 -1 7 11 8 -5 10 -4 -6 right_child=-2 -3 9 5 6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.89991915528439292 -0.88879835414886477 1.0208980713719908 -0.035786344357158828 -0.24438762732051517 -0.27152465606347109 -0.84331214586893721 0.6294186072349548 0.55085224841770375 0.0023595229875702571 -1.0502614221118745 -0.61233935345774115 0.078417692184448246 leaf_weight=111 30 23 23 138 156 24 25 38 8583 21 23 20 leaf_count=111 30 23 23 138 156 24 25 38 8583 21 23 20 internal_value=0 0.00600472 0.00345697 0.00754646 0.260361 -0.00172877 -0.118739 0.000575225 -0.0018225 -0.551677 -0.324063 -0.231758 internal_weight=0 9185 9162 9095 312 8783 201 8759 8721 67 46 176 internal_count=9215 9185 9162 9095 312 8783 201 8759 8721 67 46 176 cat_boundaries=0 1 2 4 cat_threshold=17309696 51 128 2147483649 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=234659 232767 203864 131309 144464 145672 297574 159905 125760 152086 74521.8 37466.8 threshold=1279.9550000000002 1341.6425000000002 709.65000000000009 515.18500000000006 967.98500000000013 283.87500000000006 47.808000000000007 655.50000000000011 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=0.00456630667124847 -0.87991038258870446 1.0106891744033151 -0.035428488248068359 1.3461192903064545 -0.80529309283603323 0.093717512123620339 1.4836841554641722 -0.71489368869412329 -0.24577639865875245 0.25090712890028954 -1.0397588039579846 -0.60621595621109015 leaf_weight=8882 30 23 23 21 22 67 20 31 20 32 21 23 leaf_count=8882 30 23 23 21 22 67 20 31 20 32 21 23 internal_value=0 0.00595184 0.00342958 0.00747823 0.00406036 0.00603878 0.41325 0.00206398 0.42989 0.684859 -0.546161 -0.320822 internal_weight=0 9185 9162 9095 9022 9000 87 8913 73 53 67 46 internal_count=9215 9185 9162 9095 9022 9000 87 8913 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=222937 773522 174077 270584 227490 171216 478558 286891 198170 66215.5 15574.5 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=0.011766663643011085 -0.55066441667079935 1.8853828083385122 0.82509228486281172 -0.22081484292682849 -1.5384301977157595 1.6042022530237834 -0.39279086649417877 -1.1894843177795411 -0.98476278543472295 -0.96358083421985319 -0.19701452659838128 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 0.0125424 0.00801561 0.00567493 -0.675165 0.0100538 0.605706 0.00686637 0.00953978 -0.527801 -0.330467 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=218500 758129 170613 265199 222963 167809 469034 281182 143594 95234.5 14966.4 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=0.0074112386660797813 -0.97837776209626881 1.8665288734436036 0.81684139691866364 -0.21860670892815839 -1.5230458512306215 1.5881602239608765 -0.38886297126611075 -1.1775894722938538 0.79857010012087615 -0.02997363173044645 -0.63030175256729126 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 0.0124169 0.00793545 0.00561818 -0.668413 0.00995327 0.599649 0.00679771 0.00944438 -0.522523 -0.773627 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=172085 591199 184024 293728 288537 243418 139808 135558 threshold=1265.0725000000002 1374.9750000000004 1236.1260000000004 831.91125000000011 2022.5000000000002 1064.4750000000001 1120.4650000000004 492.13750000000005 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=0.004757636860605056 0.72869390487670904 -1.5959782942481664 0.76630254328250891 -1.3839390907287596 0.040997232507776336 1.1131380195617677 0.74094044318565955 0.82895234298706055 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 0.00526618 0.00929337 0.00663515 -0.708969 0.0111393 0.00870016 0.00658715 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=214782 742113 164437 254026 218486 164112 459778 270863 197071 84223.5 23603.5 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=0.011452356100105731 -0.47766251766019396 1.8466438830982554 0.80191853669973523 -0.20890017007526598 -1.5001761813163756 1.5716277456283569 -0.38579048569003738 -1.1558183093070984 -0.98230982637405395 -1.0764815454483032 -0.055806104228610084 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 0.0122207 0.00778677 0.00551183 -0.654168 0.00975461 0.592919 0.006634 0.00923166 -0.518148 -0.322242 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 19 2 3 split_gain=213531 262850 216484 192925 295811 201014 156825 148778 threshold=1206.0675000000003 1530.8125000000002 1236.1260000000004 831.91125000000011 2022.5000000000002 492.13750000000005 1120.4650000000004 619.41500000000008 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=0.0071330172966820671 -0.97630409067327328 1.1552216762304306 0.82862879663705824 -1.21201819896698 0.23975872344970703 0.98556685493105933 0.74025613768347387 -0.47673357703723013 leaf_weight=8956 22 20 32 32 25 21 29 64 leaf_count=8956 22 20 32 32 25 21 29 64 internal_value=0 0.0100628 0.0075622 0.00468347 -0.575274 0.00832819 0.00606031 0.00369982 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=475724 1.00181e+06 225350 188460 279067 151061 132302 87937 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 422.52500000000009 0 303.97500000000008 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=0.21081265233507093 -1.5064087690625871 2.0848361724355944 -1.039521267754691 0.94380948838733492 -0.82777019209978053 -0.50748923799964818 -0.0034654511280177726 0.1985697819969871 leaf_weight=288 21 23 21 21 41 89 8708 22 leaf_count=288 21 23 21 21 41 89 8708 22 internal_value=0 0.000414096 -0.00480263 -0.00243279 -0.00460496 -0.000899049 0.00362499 -0.36755 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=466258 981870 220866 184709 273515 174355 165499 23122.6 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=0.00086433814226589945 -1.4913446821485246 2.0639877704952072 -1.0291260637555804 0.93437135242280511 -0.81949248139451192 -0.32057040489081184 0.91153930282592766 -0.69215643279692696 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 0.000412206 -0.00475235 -0.0024062 -0.00455665 -0.000887781 0.00287911 -0.509136 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=647 num_leaves=9 num_cat=0 split_feature=5 5 1 2 2 8 8 8 split_gain=456980 962331 216471 181033 268072 170885 162205 22662.5 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=0.00085569544608303104 -1.4764312043644134 2.0433478662242059 -1.0188348247891381 0.9250276783534459 -0.81129756345981507 -0.31736471277294737 0.9024238481521607 -0.68523488142911126 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 0.000408084 -0.00470482 -0.00238213 -0.00451108 -0.000878903 0.00285032 -0.504045 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=447886 943181 212163 177431 262738 147603 129662 86094.5 threshold=1587.2775000000001 1144.97 1422.3575000000001 1279.9550000000002 715.87500000000011 422.52500000000009 0 303.97500000000008 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=0.20871169136674614 -1.4616669234207698 2.0229144351378729 -1.0086464564005535 0.9157774116879418 -0.80318457847688252 -0.50176531577378181 -0.0034175227808018382 0.19685763185674493 leaf_weight=288 21 23 21 21 41 89 8708 22 leaf_count=288 21 23 21 21 41 89 8708 22 internal_value=0 0.000404004 -0.00465777 -0.00235831 -0.00446597 -0.000870114 0.00360184 -0.3633 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=438974 924409 207942 173899 257511 167174 159051 22133.3 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=0.00085421323316830502 -1.4470502546855384 2.0026853115662284 -0.99855999946594243 0.90661964234851655 -0.79515273710576495 -0.31404410477840539 0.8936140003204347 -0.67759369927294122 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 0.000402192 -0.00460896 -0.00233249 -0.00441907 -0.000859159 0.00282935 -0.498532 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=4 1 1 10 25 24 1 2 19 13 19 split_gain=205674 276308 567038 241986 143681 595522 349189 256043 126477 118075 3540.58 threshold=1205.5225000000003 1422.3575000000001 1058.7500000000002 1064.4750000000001 0 1 14.976000000000001 85.544000000000025 202.65000000000003 411.81600000000003 559.05000000000007 decision_type=2 2 2 2 9 1 2 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=0.38806735948792531 -0.7858494492733118 -1.1143258194489913 1.5116939441680908 1.0280436291901962 -0.0036065389800514387 -0.28151520237984906 1.7581834211349487 0.74373328950670026 -0.5863800821633175 -0.52297301189465961 -0.41342971324920658 leaf_weight=266 33 22 25 23 8499 249 20 27 29 44 20 leaf_count=266 33 22 25 23 8499 249 20 27 29 44 20 internal_value=0 0.0050259 0.00770203 0.00360485 0.00103088 0.154498 0.467532 -0.174883 -0.00917652 -0.00628149 -0.515788 internal_weight=0 9224 9202 9177 9154 562 286 276 8592 8543 49 internal_count=9257 9224 9202 9177 9154 562 286 276 8592 8543 49 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3619 is_linear=0 shrinkage=0.01 Tree=651 num_leaves=12 num_cat=2 split_feature=4 1 1 10 25 24 9 19 13 4 19 split_gain=201581 270809 555855 237052 150121 602819 215592 123915 115683 54313.3 3470.13 threshold=1205.5225000000003 1422.3575000000001 1065.8000000000002 1064.4750000000001 0 1 85.544000000000025 202.65000000000003 411.81600000000003 66.112500000000011 559.05000000000007 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=0.57109256599468139 -0.77799093448754519 -1.1031825481761586 1.5952560264414006 1.0177632439654807 -0.0036640469277359768 -0.21475375324602752 -0.50605461454391487 -0.58051627915481041 -0.51774329494346272 0.29231135987231266 -0.40929539775848389 leaf_weight=262 33 22 22 23 8500 259 20 29 44 23 20 leaf_count=262 33 22 22 23 8500 259 20 29 44 23 20 internal_value=0 0.00497564 0.00762501 0.00382023 0.00127346 0.157852 0.477757 -0.00917656 -0.00631146 -0.167459 -0.51063 internal_weight=0 9224 9202 9180 9157 564 282 8593 8544 282 49 internal_count=9257 9224 9202 9180 9157 564 282 8593 8544 282 49 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3603 is_linear=0 shrinkage=0.01 Tree=652 num_leaves=11 num_cat=0 split_feature=4 1 1 10 16 7 7 7 12 16 split_gain=197569 265420 545276 232451 118582 106758 221555 185316 62191.8 31862.5 threshold=1205.5225000000003 1422.3575000000001 1058.7500000000002 1064.4750000000001 95.460000000000008 548.95500000000004 717.64191000000005 285.37500000000006 249.87000000000003 674.04250000000013 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=0.0073883204423301554 -0.77021103425459436 -1.0921507215499877 1.482397667694092 1.0075855868795645 -0.28530101491418558 1.2855150785446168 0.0067329139346700342 -0.45378498326648364 0.24602905654907226 -0.70947463126409616 leaf_weight=8850 33 22 25 23 113 20 42 88 20 21 leaf_count=8850 33 22 25 23 113 20 42 88 20 21 internal_value=0 0.00492588 0.00754876 0.00353097 0.00100822 0.00571629 0.419243 0.00284779 -0.274139 -0.351776 internal_weight=0 9224 9202 9177 9154 9000 62 8938 154 134 internal_count=9257 9224 9202 9177 9154 9000 62 8938 154 134 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=189064 388822 170283 136355 109808 677083 234782 204742 129778 121693 threshold=1279.9550000000002 1064.4750000000001 1530.8125000000002 481.07750000000004 0 1 13.900500000000003 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=0.58967249812815969 -0.96908394193649283 1.3320855106006968 0.92279304325580602 -0.82573048114776615 -0.0030543432542626779 -0.15148063174621115 -0.34595898818969728 -1.0187189340591432 -0.95077598913149408 -0.53031074096533393 leaf_weight=253 20 22 20 20 8541 265 30 20 22 44 leaf_count=253 20 22 20 20 8541 265 30 20 22 44 internal_value=0 0.0042439 0.00107379 -0.000931036 0.000866892 0.13405 0.473749 -0.00810159 -0.205587 -0.00575665 internal_weight=0 9237 9215 9195 9175 570 283 8605 287 8585 internal_count=9257 9237 9215 9195 9175 570 283 8605 287 8585 cat_boundaries=0 2 3 cat_threshold=532608 83886080 3603 is_linear=0 shrinkage=0.01 Tree=654 num_leaves=11 num_cat=0 split_feature=4 0 10 0 13 13 14 13 2 12 split_gain=193016 264042 314476 259756 141362 287035 112196 90923.6 33895.5 14458.3 threshold=1205.5225000000003 1374.9750000000004 1064.4750000000001 1005.9575000000001 190.30000000000004 109.09500000000001 42.904000000000003 166.11250000000004 9.775500000000001 52.547500000000007 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 -6 right_child=-2 -3 -4 -5 8 7 -8 -9 -10 -11 leaf_value=0.0071718714220153704 -0.76130233909144551 0.9744608797345844 1.1960569797862659 -1.0399485913912456 -0.16826528413971858 1.1426504334381649 -0.24641475117524689 0.27219291936783563 -0.64280305879456667 -0.44609315162667862 leaf_weight=8802 33 28 22 24 67 28 178 21 28 26 leaf_count=8802 33 28 22 24 67 28 178 21 28 26 internal_value=0 0.00485082 0.00189855 -0.00096514 0.00176006 0.00631025 0.00214532 0.769597 -0.337774 -0.245938 internal_weight=0 9224 9196 9174 9150 9029 8980 49 121 93 internal_count=9257 9224 9196 9174 9150 9029 8980 49 121 93 is_linear=0 shrinkage=0.01 Tree=655 num_leaves=17 num_cat=2 split_feature=5 25 9 6 2 2 1 4 26 3 16 25 9 5 10 8 split_gain=481213 240147 247848 483299 312293 202216 261377 236493 177001 363342 105139 77996.6 71984 61947.7 76524.7 43417.6 threshold=1374.9750000000004 0 466.8300000000001 259.12500000000006 1060.8750000000002 352.38000000000005 331.12500000000006 31.602000000000004 2022.5000000000002 66.112500000000011 77.546250000000029 1 690.66750000000013 43.440000000000005 1.7878000000000001 66.112500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 8 4 12 5 10 7 -7 9 -1 11 -3 -4 14 -10 -12 right_child=-2 2 3 -5 -6 6 -8 -9 13 -11 15 -13 -14 -15 -16 -17 leaf_value=-0.16872804847460438 -1.520392432439895 0.06166289085210197 0.48409952968358994 1.9158272590637209 -0.98375972315669058 0.4734086007542081 1.4010428697412665 -0.69136285118434748 -0.42117151860982338 1.1561393816574761 -0.19210427802905702 -0.011507245547862255 -0.32821410238742826 0.073298332040960132 -1.0726624209880828 -0.66007016340891522 leaf_weight=207 21 1864 20 20 32 72 22 23 183 23 114 6536 24 22 20 24 leaf_count=207 21 1864 20 20 32 72 22 23 183 23 114 6536 24 22 20 24 internal_value=0 -0.00490052 0.0068641 0.626897 0.00230401 0.00594977 0.418863 0.191411 -0.226345 -0.0362413 0.000291433 0.00478927 0.0410194 -0.430734 -0.485358 -0.27349 internal_weight=0 9206 8751 64 8687 8655 117 95 455 230 8538 8400 44 225 203 138 internal_count=9227 9206 8751 64 8687 8655 117 95 455 230 8538 8400 44 225 203 138 cat_boundaries=0 3 6 cat_threshold=17301632 1090584576 524288 337649920 2149580802 16 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=471637 382588 163924 189628 234512 100942 95468.4 383561 154098 57190.7 14082.5 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=-0.0046906820923646991 -1.5051884967940194 1.1837768328631366 -0.85151293049687926 -0.53581537221607412 1.0298721469532359 0.17348594188690186 1.5321166377067568 -0.12133119909053154 -0.88344812184572219 -0.9999538358052571 -0.21314093192418415 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 -0.00485097 -0.00834732 -0.00622927 -0.0013276 -0.428754 -0.00384021 0.372235 -0.00665176 -0.588384 -0.420965 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=16 num_cat=1 split_feature=5 25 26 3 9 11 2 2 1 4 16 5 18 9 16 split_gain=462251 226427 248596 382847 224168 746102 301308 184173 265617 219356 101371 99539.5 87635.4 69204 36144.3 threshold=1374.9750000000004 0 2022.5000000000002 66.112500000000011 466.8300000000001 68.280000000000015 1060.8750000000002 352.38000000000005 331.12500000000006 31.602000000000004 77.546250000000029 43.440000000000005 362.12500000000006 744.3325000000001 548.95500000000004 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 13 7 10 9 -9 12 -4 -3 -6 -12 right_child=-2 4 11 -5 5 -7 -8 8 -10 -11 14 -13 -14 -15 -16 leaf_value=-0.18809641541765751 -1.4901366156623477 0.0013119637550536747 -0.64799180905024212 1.2316368956999346 0.30749378544943673 2.197832444369793 -0.95335466751546583 0.43482688839371142 1.3867480451410468 -0.68327413807744564 -0.3484404220432043 0.10687740612030031 0.6194169525478197 -0.47119692440032956 0.059161575458667896 leaf_weight=139 21 8507 138 22 21 20 33 74 22 23 112 20 23 25 27 leaf_count=139 21 8507 138 22 21 20 33 74 22 23 112 20 23 25 27 internal_value=0 -0.00480246 -0.262416 0.00590441 0.00473454 0.585365 0.000395549 0.003977 0.394709 0.16971 -0.00138661 -0.552439 0.0029786 -0.115708 -0.269266 internal_weight=0 9206 319 161 8887 66 8821 8788 119 97 8669 158 8530 46 139 internal_count=9227 9206 319 161 8887 66 8821 8788 119 97 8669 158 8530 46 139 cat_boundaries=0 2 cat_threshold=524416 16777216 is_linear=0 shrinkage=0.01 Tree=658 num_leaves=12 num_cat=2 split_feature=5 0 25 26 0 4 10 0 5 1 25 split_gain=453052 374321 303518 291674 302910 155901 178502 146783 123448 117579 117048 threshold=1374.9750000000004 1374.9750000000004 0 2022.5000000000002 74.355000000000004 1341.6425000000002 1064.4750000000001 462.80000000000007 43.440000000000005 73.320000000000007 1 decision_type=2 2 9 2 2 2 2 2 2 2 9 left_child=1 2 3 4 -1 6 7 10 -5 -9 -4 right_child=-2 -3 5 8 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.2021468062320752 -1.4752352514721099 1.1709610296178747 0.076293501207129064 -0.73602550135718448 1.0177620865901311 -0.83799707152626735 0.94851616287231455 -0.63108760446310042 0.10580865573883057 0.1458552667072841 -0.012381843105267843 leaf_weight=134 21 27 1892 135 24 22 20 64 20 28 6840 leaf_count=134 21 27 1892 135 24 22 20 64 20 28 6840 internal_value=0 -0.00475444 -0.0082128 -0.309315 -0.0168442 0.00276288 0.00485745 0.0027186 -0.627402 -0.394627 0.00690502 internal_weight=0 9206 9179 313 158 8866 8844 8824 155 92 8732 internal_count=9227 9206 9179 313 158 8866 8844 8824 155 92 8732 cat_boundaries=0 2 5 cat_threshold=524416 16777216 69214464 2149580803 16 is_linear=0 shrinkage=0.01 Tree=659 num_leaves=16 num_cat=2 split_feature=5 0 25 0 0 3 3 9 9 8 9 5 1 1 24 split_gain=444037 366871 297480 144837 238560 144064 164196 111128 149788 81406.7 80079.7 333874 110789 32646.1 35005.7 threshold=1374.9750000000004 1374.9750000000004 0 309.90000000000003 284.92500000000007 47.808000000000007 368.63682000000006 466.8300000000001 717.64191000000005 319.12500000000006 175.23750000000004 64.050000000000011 73.320000000000007 84.744000000000014 1 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 1 left_child=1 2 5 4 7 13 -7 9 -9 -4 11 12 -5 14 -1 right_child=-2 -3 3 10 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.18299838042684966 -1.4604829293205626 1.159251340230306 0.0063998501895666041 -0.3222506947896478 1.0731822826748803 0.88206643390655515 -0.32313278051523064 1.0697319096067677 0.0046314157209088724 -0.29428922777975003 0.32345823478698732 -1.4642764941505764 0.33229800027959483 -0.73472760518391922 -0.48697015742757432 leaf_weight=116 21 27 8515 108 21 20 26 23 31 91 20 23 34 27 124 leaf_count=116 21 27 8515 108 21 20 26 23 31 91 20 23 34 27 124 internal_value=0 -0.0047062 -0.00812998 0.00273597 0.0086394 -0.306222 0.200867 0.00605795 0.458285 0.00322036 -0.27413 -0.346565 -0.165528 -0.405054 -0.367966 internal_weight=0 9206 9179 8866 8681 313 46 8660 54 8606 185 165 142 267 240 internal_count=9227 9206 9179 8866 8681 313 46 8660 54 8606 185 165 142 267 240 cat_boundaries=0 2 3 cat_threshold=524416 16777216 2508 is_linear=0 shrinkage=0.01 Tree=660 num_leaves=11 num_cat=1 split_feature=5 4 25 9 9 4 26 18 26 9 split_gain=384846 208959 178870 202502 129528 132576 128805 93085.9 19669.7 14563.7 threshold=1435.0600000000002 1374.9750000000004 0 1064.4750000000001 491.05000000000013 644.32500000000016 2022.5000000000002 458.71125000000006 2022.5000000000002 637.20000000000016 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 6 4 5 7 -1 -4 -7 -6 right_child=-2 -3 3 -5 9 8 -8 -9 -10 -11 leaf_value=0.045689296300594623 1.3577742131551107 -0.99388634908766982 -0.0017576301047077453 0.87827985103313733 -0.71002467711766559 -0.76259045767784117 0.49084257980034901 0.52250535922891961 -0.35494522004291928 -0.36666390212376909 leaf_weight=130 21 21 8703 26 21 20 130 34 29 30 leaf_count=130 21 21 8703 26 21 20 130 34 29 30 internal_value=0 0.00248531 0.00477883 -0.00294735 -0.00554341 -0.00262653 0.25833 0.000282537 -0.521331 -0.508048 internal_weight=0 9144 9123 8863 8837 8786 260 8737 49 51 internal_count=9165 9144 9123 8863 8837 8786 260 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 4 11 4 26 split_gain=377187 204800 175311 1.03958e+06 581104 198472 219570 76960.3 105091 16167.2 15880.4 threshold=1435.0600000000002 1374.9750000000004 0 1 2022.5000000000002 1064.4750000000001 1205.5225000000003 644.32500000000016 538.6450000000001 866.75000000000011 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=0.35047062756722436 1.3441964194888161 -0.98394747961135143 0.0019698261881542357 -0.1931042650505288 1.8123153609495897 0.86949702226198644 -0.94132724761962894 -0.58887299288874095 -0.46722626964872083 -0.22808139085769655 -0.39831999103968535 leaf_weight=57 21 21 8714 73 52 26 25 23 48 27 78 leaf_count=57 21 21 8714 73 52 26 25 23 48 27 78 internal_value=0 0.00246046 0.00473104 0.255747 0.959809 -0.00291788 -0.00548798 -0.00283296 -0.000600524 -0.394046 -0.280531 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 3 1 0 26 split_gain=369681 200725 171822 194522 215200 134659 361726 179275 123730 threshold=1435.0600000000002 1374.9750000000004 0 1064.4750000000001 1205.5225000000003 293.06250000000006 487.50000000000006 210.75000000000003 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=0.044780094392024551 1.3307544953482491 -0.9741080047970726 -0.0049838263714116144 0.86080204303448016 -0.93191396942138671 -0.11534566982292836 -1.5407982234954836 0.26729709623089759 0.48107480756823834 leaf_weight=130 21 21 8381 26 25 162 20 249 130 leaf_count=130 21 21 8381 26 25 162 20 249 130 internal_value=0 0.00243585 0.00468373 -0.0028887 -0.0054331 -0.00280463 -0.271989 0.00287225 0.253189 internal_weight=0 9144 9123 8863 8837 8812 182 8630 260 internal_count=9165 9144 9123 8863 8837 8812 182 8630 260 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=663 num_leaves=15 num_cat=2 split_feature=4 9 9 25 24 0 26 0 17 26 6 9 1 13 split_gain=196275 158951 175402 177894 623601 1.40289e+06 279197 224487 136509 100220 85229.7 16488 5384.75 2881.73 threshold=1530.8125000000002 1064.4750000000001 523.74000000000012 0 1 66.112500000000011 2022.5000000000002 866.75000000000011 494.36250000000007 2022.5000000000002 336.94125000000003 664.68750000000011 1.1200000000000003 1.1200000000000003 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 12 -5 -4 -6 -11 right_child=-2 -3 11 7 9 -7 -8 -9 -10 13 -12 -13 -14 -15 leaf_value=-0.010535669303857362 0.99498636245727545 0.72996504529317219 -0.80763616289411277 -0.0019436192171476934 0.059680179686189813 3.0930948153138162 0.68639082691310782 -0.77371178175273703 0.74972385446230572 -0.34192372404038907 -0.2859682787690207 -0.43696134507656098 -0.10605733056863149 -0.46551079895185388 leaf_weight=117 20 30 21 8388 107 20 113 38 24 105 107 28 24 23 leaf_count=117 20 30 21 8388 107 20 113 38 24 105 107 28 24 23 internal_value=0 0.00326051 0.000868723 0.00409372 0.183859 0.531505 0.331867 -0.00680628 -0.00339339 -0.15899 -0.00552109 -0.595822 0.0293161 -0.364131 internal_weight=0 9145 9115 9066 509 250 230 8557 8519 259 8495 49 131 128 internal_count=9165 9145 9115 9066 509 250 230 8557 8519 259 8495 49 131 128 cat_boundaries=0 2 3 cat_threshold=532608 16842753 1811 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=361985 199888 167024 1.0159e+06 562752 187412 123657 127679 122226 19121.7 16173.4 14164.9 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=0.3460754381146347 1.3167767724536714 -0.97214737301781073 0.0021791868262787269 -0.1919119393703056 1.7846507729016818 0.84489437653468202 -0.69553747324716486 -0.74942189145088189 -0.76164607388632632 -0.34749429583549502 -0.39901227455872756 -0.35691085334618883 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 0.00235866 0.00460185 0.249613 0.945615 -0.00286407 -0.00536157 -0.00251156 0.000343279 -0.511546 -0.280326 -0.496345 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=419067 759678 210630 357099 738424 550714 490285 267470 285577 163683 151195 102951 106382 261833 95531.6 66110.6 97603.8 50516.5 47529 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 309.90000000000003 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=0.28446056827902794 -0.61051907039823994 1.9129335230872744 -0.012998151246100953 -0.18997134776154828 2.1132235899425691 -0.62172844033492236 1.5708221855163575 -0.55900938510894782 0.35594498439576711 -0.12862837268660465 -1.6959051399230958 -0.72775774365663526 0.32389489757771395 1.1757604888769297 -0.34420803509260484 0.5335569633678956 -0.54228394549233572 -1.2888935487166695 -0.0042361885568369994 leaf_weight=118 21 21 7652 111 21 38 20 47 588 374 20 20 49 26 38 22 35 23 23 leaf_count=118 21 21 7652 111 21 38 20 47 588 374 20 20 49 26 38 22 35 23 23 internal_value=0 0.0131236 0.00878806 0.123187 0.259844 -0.0674305 0.0360041 0.212611 0.271629 -0.0263869 -0.992134 -0.0111943 -0.00937648 0.295228 0.0320798 -0.0138414 -0.0154081 -0.965124 -0.376727 internal_weight=0 9223 9202 1360 790 570 512 769 699 492 58 7842 7822 113 87 7709 7687 44 70 internal_count=9267 9223 9202 1360 790 570 512 769 699 492 58 7842 7822 113 87 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 0 6 split_gain=410730 744558 206511 349978 723713 539787 480509 262167 292941 160627 148186 114555 110596 100364 86693.4 236053 70908.3 46583.2 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 309.90000000000003 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 217.52000000000004 317.55000000000007 752.83000000000015 226.95300000000003 43.440000000000005 715.87500000000011 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=0.28183819741010668 -1.4212624986966451 1.8938041023413339 -0.016738117813196798 0.23380200866395842 2.0920912788027808 -0.615511148603339 1.5551139507293701 -0.55341929937930812 1.4617458655834199 -0.12737558842636645 -1.6789460811614989 -0.39652483701705932 0.73158238887786864 -0.72048014366626745 0.021581528439241295 1.1446425390243531 0.56514040583655945 -0.0041938263437022337 leaf_weight=118 24 21 7672 679 21 38 20 47 20 374 20 20 20 20 85 24 21 23 leaf_count=118 24 21 7672 679 21 38 20 47 20 374 20 20 20 20 85 24 21 23 internal_value=0 0.0129959 0.00870368 0.121978 0.257267 -0.0667293 0.0356745 0.210506 0.268936 -0.0260913 -0.982213 -0.955473 -0.0110824 -0.0129955 -0.0111819 0.268861 -0.0151497 -0.37296 internal_weight=0 9223 9202 1360 790 570 512 769 699 492 58 44 7842 7822 7802 109 7693 70 internal_count=9267 9223 9202 1360 790 570 512 769 699 492 58 44 7842 7822 7802 109 7693 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 0 25 5 9 3 18 19 0 10 7 10 10 25 9 26 split_gain=313681 131243 389273 479490 425058 229930 197826 230177 263706 175815 155185 118698 115805 102271 89139.4 86485.1 532111 115392 74350.2 11581.7 threshold=1341.6425000000002 0 1 309.90000000000003 960.86250000000007 173.32500000000002 2 32.21126000000001 466.8300000000001 252.82950000000002 31.963260000000005 355.67500000000007 767.58750000000009 561.85750000000019 582.08214000000009 96.07050000000001 121.23250000000002 3 221.96250000000003 2022.5000000000002 decision_type=2 9 1 2 2 2 9 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 5 6 10 19 8 -8 -9 18 13 -5 14 15 17 -17 -3 -1 -4 right_child=-2 11 4 12 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 leaf_value=0.0071587525104934522 1.1746964906609578 -0.18791603714861768 -0.2814556442745148 -0.66996471219592624 1.5293400351206461 1.0228573703765869 0.27065173306609647 -0.51221416548131005 1.4361916818618776 0.56395879983901975 -0.89231196143410429 0.75889582347869877 -1.619017858505249 -0.70939405691056023 0.61103030193111174 1.7438794033527376 -0.0091301566685817043 -0.0082213868196635773 -0.59207211418585348 -0.094562933104378841 leaf_weight=352 23 366 63 36 24 20 660 63 20 20 22 20 20 21 23 20 129 7273 22 70 leaf_count=352 23 366 63 36 24 20 660 63 20 20 22 20 20 21 23 20 129 7273 22 70 internal_value=0 0.00541319 0.0945351 -0.1373 0.213674 -0.0232678 0.180818 0.241091 0.304932 -0.252895 -0.0761024 -0.0104933 -1.00891 -0.0124715 -0.0105978 -0.0124336 0.226173 -0.0170877 -0.0280901 -0.170287 internal_weight=0 9244 1392 472 920 416 896 763 680 83 396 7852 56 7832 7811 7788 149 7639 374 133 internal_count=9267 9244 1392 472 920 416 896 763 680 83 396 7852 56 7832 7811 7788 149 7639 374 133 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 9 26 6 split_gain=405280 721554 199400 336549 699084 518900 465403 252794 282051 157820 142715 106252 98446 84892 230914 70613.4 49522.3 45399.5 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 309.90000000000003 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 317.55000000000007 752.83000000000015 226.95300000000003 43.440000000000005 453.00000000000006 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=0.27965471462346614 -0.59812533424014136 1.8643240274134139 -0.013216469729520779 0.22948688087126293 2.0558770134335473 -0.60290170017041667 1.5305943317413329 -0.54450754785157263 1.4343907027244569 -0.12596354370936752 -1.6465198497772218 0.71706116199493408 -0.7134389345645904 0.021596455630134136 1.132363357146581 -0.56813563979190329 -1.269790797440902 -0.0023050577744193699 leaf_weight=118 21 21 7670 679 21 38 20 47 20 374 20 20 20 85 24 23 23 23 leaf_count=118 21 21 7670 679 21 38 20 47 20 374 20 20 20 85 24 23 23 23 internal_value=0 0.0127977 0.00857231 0.11988 0.252547 -0.0651775 0.0352299 0.206586 0.263962 -0.0255573 -0.96277 -0.0108702 -0.0127453 -0.0109491 0.266169 -0.0148755 -0.949223 -0.366355 internal_weight=0 9223 9202 1360 790 570 512 769 699 492 58 7842 7822 7802 109 7693 44 70 internal_count=9267 9223 9202 1360 790 570 512 769 699 492 58 7842 7822 7802 109 7693 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=397216 707194 195466 329795 685172 508605 456123 247764 276438 154873 139875 112273 96999.6 100001 246399 93225.9 69562.2 76607 44496 threshold=1060.8750000000002 1318.45 0 1 960.86250000000007 309.90000000000003 157.58975000000007 10.901250000000003 466.8300000000001 2 806.46500000000003 217.52000000000004 752.83000000000015 226.95300000000003 43.440000000000005 374.25000000000006 453.00000000000006 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=0.27707665238529444 -1.400858874320984 1.8456807735988074 -0.013817809621528728 0.22719200617434876 2.0353182801746188 -0.59687268533204729 1.5152883968353272 -0.53906246844758376 1.4200468096733092 -0.12473671390830228 -1.6300546646118164 -0.38637749147415162 -0.70630453801155091 0.31932713936786261 1.1405175275069017 -0.34066404003846018 -0.56245427945385806 0.4550940377541951 -0.0022820041490637737 leaf_weight=118 24 21 7651 679 21 38 20 47 20 374 20 20 20 49 26 38 23 35 23 leaf_count=118 24 21 7651 679 21 38 20 47 20 374 20 20 20 49 26 38 23 35 23 internal_value=0 0.0126714 0.00848826 0.118692 0.250022 -0.0644993 0.0349076 0.20452 0.261322 -0.0252705 -0.953142 -0.939731 -0.0107615 -0.0089968 0.28633 0.0310551 -0.0133258 -0.0116825 -0.362692 internal_weight=0 9223 9202 1360 790 570 512 769 699 492 58 44 7842 7822 113 87 7709 7686 70 internal_count=9267 9223 9202 1360 790 570 512 769 699 492 58 44 7842 7822 113 87 7709 7686 70 cat_boundaries=0 2 3 5 cat_threshold=8576 218103809 2976 128 67108865 is_linear=0 shrinkage=0.01 Tree=670 num_leaves=12 num_cat=0 split_feature=0 0 5 7 3 8 7 3 3 1 7 split_gain=258515 364383 261935 232266 186132 129864 120429 139956 208916 35046.9 7231.05 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 397.87500000000006 58.875000000000007 21.101500000000005 323.80000000000007 652.50000000000011 532.72500000000014 14.700000000000001 648.00000000000011 decision_type=2 2 2 2 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=0.0051569105546540785 -1.0552540853749153 1.3545631561279297 1.0691409112577852 -0.57118562562125075 -1.0293143353591094 0.39281056439435041 0.6187185242772103 -0.30524943794522968 1.0283496074676512 -0.81385520386695864 -0.3346384562800328 leaf_weight=8924 23 20 23 28 37 27 32 42 20 20 24 leaf_count=8924 23 20 23 28 37 27 32 42 20 20 24 internal_value=0 0.00624844 0.00330998 0.000632009 -0.443994 -0.169856 0.00633865 0.00416274 0.00744491 -0.469316 -0.46201 internal_weight=0 9197 9177 9154 116 79 9038 9006 8944 62 52 internal_count=9220 9197 9177 9154 116 79 9038 9006 8944 62 52 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=253370 357132 256723 288226 123253 366136 266024 257912 114947 94965.9 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 1374.9750000000004 252.37200000000004 0 449.26500000000004 228.76800000000003 1236.1260000000004 64.050000000000011 decision_type=2 2 2 2 2 1 2 2 2 2 left_child=1 2 3 4 7 6 -6 8 -1 -7 right_child=-2 -3 -4 -5 5 9 -8 -9 -10 -11 leaf_value=0.0086502300765268336 -1.0447015845257304 1.3410175275802612 1.0584494464034619 -1.1985321540832521 -0.19813162273937657 -0.43836459926594568 0.78223459892272962 1.0909365992112594 -0.71508095454085963 -1.1144353681564332 leaf_weight=8830 23 20 23 20 62 123 50 22 22 25 leaf_count=8830 23 20 23 20 62 123 50 22 22 25 internal_value=0 0.00618596 0.00327688 0.000625688 0.00325139 -0.211354 0.219898 0.00953914 0.00685153 -0.517593 internal_weight=0 9197 9177 9154 9134 260 112 8874 8852 148 internal_count=9220 9197 9177 9154 9134 260 112 8874 8852 148 cat_boundaries=0 1 cat_threshold=1309 is_linear=0 shrinkage=0.01 Tree=672 num_leaves=11 num_cat=0 split_feature=0 0 5 7 2 8 7 11 11 7 split_gain=248328 350025 251614 226439 251585 157612 118363 97220.9 182350 9978.04 threshold=1587.2775000000001 1205.5225000000003 1341.6425000000002 397.87500000000006 47.808000000000007 21.101500000000005 323.80000000000007 929.87500000000011 360.14500000000004 648.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 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=0.0019607037778005356 -1.0342545119575832 1.327607325553894 1.0478649611058442 -0.56781816516603745 -1.1468645681653704 0.50931019709660452 0.61335687354207036 -0.67551866417839423 0.55057480644984325 -0.29838994433482485 leaf_weight=8924 23 20 23 28 35 26 32 21 61 27 leaf_count=8924 23 20 23 28 35 26 32 21 61 27 internal_value=0 0.0061241 0.00324411 0.000619432 -0.438393 -0.132264 0.00625403 0.00409688 0.0056853 -0.435553 internal_weight=0 9197 9177 9154 116 81 9038 9006 8985 55 internal_count=9220 9197 9177 9154 116 81 9038 9006 8985 55 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=243386 343059 246607 281677 190435 214462 154476 135209 345237 159775 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=0.012541126999884761 -1.023911998582923 1.3143312940597534 1.0373863119664399 -1.1848432197570802 -0.43119786704670299 -1.0978759720921516 0.50421710802958564 1.4848500805809386 -0.30770168391141023 -0.25223641563748195 leaf_weight=8744 23 20 23 20 55 32 26 21 22 234 leaf_count=8744 23 20 23 20 55 32 26 21 22 234 internal_value=0 0.00606286 0.00321167 0.000613237 0.00320894 -0.404763 -0.130941 0.00831933 0.567731 0.00564004 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=238543 336232 241700 276071 186645 210194 151401 132518 189014 156595 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=0.012415715039499814 -1.0136728734555451 1.3011879825592041 1.0270124850065812 -1.1729947776794434 -0.42688588874990291 -1.0868972152471543 0.49917495122322669 1.2098089174790816 -0.11654792558579218 -0.24971405848860742 leaf_weight=8744 23 20 23 20 55 32 26 22 21 234 leaf_count=8744 23 20 23 20 55 32 26 22 21 234 internal_value=0 0.00600223 0.00317955 0.000607104 0.00317685 -0.400716 -0.129632 0.00823614 0.562053 0.00558364 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=21 num_cat=3 split_feature=25 4 7 2 7 6 4 13 13 0 19 4 9 0 25 24 13 6 6 9 split_gain=214366 353855 1.86265e+06 325371 247687 387106 196622 168411 157564 142663 100372 89088.1 83221.4 70529.6 184259 43608.3 28642.2 16617.3 11470.2 980.632 threshold=0 540.74500000000012 19.763625000000005 890.22500000000014 397.87500000000006 336.94125000000003 593.34250000000009 169.17500000000004 2.3125000000000004 1219.7885000000003 362.77500000000003 911.47500000000014 422.52500000000009 66.112500000000011 1 2 644.32500000000016 114.15000000000002 709.65000000000009 593.05000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 4 11 6 5 7 10 8 9 -1 12 -3 13 15 -15 -2 -9 -6 -7 -14 right_child=3 2 -4 -5 17 18 -8 16 -10 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 leaf_value=0.15334579330822501 0.064391874732373025 0.25104483821175316 3.4000802001953128 1.2646475715637207 -0.66186515743668017 -0.93665288561866389 -0.82048149911562607 -0.67432320723931005 0.97453309097290053 0.98634668986002616 0.69814933967590331 -0.60621947310588975 -0.40536537918059723 0.46230874116441845 -0.02825230633120138 -0.022449766214112255 -0.16192358040809629 -0.32400413314501442 -0.62242929825415982 -0.50110867249965663 leaf_weight=981 622 22 20 20 37 21 30 24 25 21 20 27 23 103 241 6874 20 24 26 20 leaf_count=981 622 22 20 20 37 21 30 24 25 21 20 27 23 103 241 6874 20 24 26 20 internal_value=0 0.13126 0.828357 -0.00921801 0.0915764 0.125433 -0.0124412 0.164413 0.190369 0.170804 -0.00937385 -0.221325 -0.0111689 -0.00876262 0.131249 -0.0151879 -0.441414 -0.528936 -0.762827 -0.449897 internal_weight=0 1248 69 7953 1179 1118 7933 1071 1027 1002 7903 49 7883 7840 344 7496 44 61 47 43 internal_count=9201 1248 69 7953 1179 1118 7933 1071 1027 1002 7903 49 7883 7840 344 7496 44 61 47 43 cat_boundaries=0 2 5 6 cat_threshold=8576 2164588545 2147483648 0 536870928 2 is_linear=0 shrinkage=0.01 Tree=676 num_leaves=10 num_cat=1 split_feature=5 1 1 1 0 2 2 10 25 split_gain=437832 233173 152513 273561 218221 215724 187118 159316 151506 threshold=1412.3803750000002 1236.1260000000004 715.87500000000011 470.16250000000008 153.20400000000004 1013.1050000000001 28.484500000000004 1058.7500000000002 0 decision_type=2 2 2 2 2 2 2 2 9 left_child=1 2 3 5 -4 7 -5 8 -1 right_child=-2 -3 4 6 -6 -7 -8 -9 -10 leaf_value=0.20022539973258974 1.4521492695808411 0.85870465576648713 0.049585542325620298 0.2603632213130142 -1.2921083589033648 0.8949132099858037 1.4861739234626294 0.89124556350708006 -0.010551309999227283 leaf_weight=345 21 32 27 33 22 27 20 20 8654 leaf_count=345 21 32 27 33 22 27 20 20 8654 internal_value=0 0.00657489 0.00359411 0.00659045 -0.552808 0.00239344 0.722933 -0.000278481 -0.00225987 internal_weight=0 9180 9148 9099 49 9046 53 9019 8999 internal_count=9201 9180 9148 9099 49 9046 53 9019 8999 cat_boundaries=0 2 cat_threshold=8320 2164588545 is_linear=0 shrinkage=0.01 Tree=677 num_leaves=10 num_cat=1 split_feature=5 1 4 2 1 1 25 0 1 split_gain=429118 228532 219811 188437 153564 318556 148573 70497.8 31320 threshold=1412.3803750000002 1236.1260000000004 1295.4950000000001 967.31750000000011 665.43750000000011 470.16250000000008 0 43.440000000000005 557.67000000000019 decision_type=2 2 2 2 2 2 9 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=0.10902103533277241 1.4376277843543463 0.85011765092611313 -0.95219960172971085 0.69969321764432468 -0.20938254316647847 1.1408964465913318 -0.013490844496359875 -1.0027580860682896 0.60098318170417442 leaf_weight=1122 21 32 24 39 24 21 7875 21 22 leaf_count=1122 21 32 24 39 24 21 7875 21 22 internal_value=0 0.00651121 0.00356024 0.0060743 0.00309674 0.00599745 0.00189358 -0.579624 0.864662 internal_weight=0 9180 9148 9124 9085 9040 8997 45 43 internal_count=9201 9180 9148 9124 9085 9040 8997 45 43 cat_boundaries=0 2 cat_threshold=8576 2164588545 is_linear=0 shrinkage=0.01 Tree=678 num_leaves=10 num_cat=0 split_feature=5 1 1 1 26 0 2 18 1 split_gain=420578 223983 147192 262278 217047 211832 208681 130515 175143 threshold=1412.3803750000002 1236.1260000000004 715.87500000000011 470.16250000000008 2022.5000000000002 153.20400000000004 1013.1050000000001 736.93000000000006 390.72000000000008 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=0.00061118362113228336 1.4232515945604869 0.84161647200584411 0.050424434873792862 1.3358598468921803 0.055753454107504624 -1.2714812192049894 0.88019075605604391 0.78716705140613374 -0.71847138432895441 leaf_weight=8964 21 32 27 27 26 22 27 21 34 leaf_count=8964 21 32 27 27 26 22 27 21 34 internal_value=0 0.00644713 0.00352568 0.00646929 0.707883 -0.543084 0.00235975 -0.000268197 -0.00210595 internal_weight=0 9180 9148 9099 53 49 9046 9019 8998 internal_count=9201 9180 9148 9099 53 49 9046 9019 8998 is_linear=0 shrinkage=0.01 Tree=679 num_leaves=16 num_cat=2 split_feature=1 1 1 26 0 25 24 2 4 2 0 2 18 9 3 split_gain=223147 134045 297085 241380 176434 158718 218581 402770 546918 429082 168081 139199 104259 126984 95482.8 threshold=1236.1260000000004 715.87500000000011 470.16250000000008 2022.5000000000002 153.20400000000004 0 1 437.62500000000006 540.74500000000012 589.71000000000015 309.90000000000003 344.21500000000003 458.71125000000006 453.00000000000006 508.59600000000006 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -3 6 10 8 -8 -9 11 -1 13 14 -7 right_child=-2 4 3 -5 -6 12 7 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.020668184368899375 0.83042317563837231 0.049920169335824473 1.3932754857199532 0.055195961869679969 -1.1284678951899212 -0.008965545723202642 0.088911598905954764 2.1050949564847081 1.3635225304876055 0.20754608704493596 -0.82057451832679007 -0.77477000554402664 0.70909531450271601 -0.63284202173803794 -0.56506780009115898 leaf_weight=264 33 27 28 26 24 7695 882 22 35 26 31 24 20 33 31 leaf_count=264 33 27 28 26 24 7695 882 22 35 26 31 24 20 33 31 internal_value=0 0.00662939 0.00948927 0.749015 -0.504615 0.00508296 0.107632 0.182412 0.137561 1.07726 -0.117252 -0.0456183 -0.0119667 -0.0138408 -0.0111969 internal_weight=0 9168 9117 54 51 9063 1284 965 917 48 319 288 7779 7759 7726 internal_count=9201 9168 9117 54 51 9063 1284 965 917 48 319 288 7779 7759 7726 cat_boundaries=0 2 3 cat_threshold=8576 2298806273 2208 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=505575 342570 165311 114509 127563 145852 146605 threshold=1265.0725000000002 1374.9750000000004 1144.97 1341.6425000000002 1058.7500000000002 736.8325000000001 366.58182000000005 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=-0.0091059710472899576 1.3623922595271358 -1.3153404140472413 0.80690438003540044 -0.67007105625592744 0.79227171707153321 -0.69199542137884318 0.37781794902050136 leaf_weight=9025 27 20 25 26 20 31 99 leaf_count=9025 27 20 25 26 20 31 99 internal_value=0 -0.00799696 -0.00516292 -0.00736938 -0.00549143 -0.00723422 -0.00490765 internal_weight=0 9246 9226 9201 9175 9155 9124 internal_count=9273 9246 9226 9201 9175 9155 9124 is_linear=0 shrinkage=0.01 Tree=681 num_leaves=10 num_cat=1 split_feature=4 5 0 6 25 3 3 26 2 split_gain=495514 335753 334531 172344 114427 103163 214514 92702.1 31503.3 threshold=1265.0725000000002 1374.9750000000004 1470.5550000000003 1144.97 0 890.22500000000014 593.34250000000009 2022.5000000000002 74.355000000000004 decision_type=2 2 2 2 9 2 2 2 2 left_child=1 2 3 4 7 6 -6 -1 -7 right_child=-2 -3 -4 -5 5 8 -8 -9 -10 leaf_value=0.048904270520850793 1.3487683564645272 -1.3021870064735412 -1.2970200109481811 0.84399859507878616 -0.0093262857182108503 -0.23493507409095762 0.86731942483357016 0.5900741577943166 -0.79621309603750701 leaf_weight=67 27 20 20 24 8987 20 28 60 20 leaf_count=67 27 20 20 24 8987 20 28 60 20 internal_value=0 -0.00791699 -0.00511129 -0.00230462 -0.0045167 -0.00884207 -0.00660348 0.282343 -0.515574 internal_weight=0 9246 9226 9206 9182 9055 9015 127 40 internal_count=9273 9246 9226 9206 9182 9055 9015 127 40 cat_boundaries=0 2 cat_threshold=8192 16777216 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=485653 329072 327874 170444 147494 104470 363999 80164.5 20391.5 threshold=1265.0725000000002 1374.9750000000004 1470.5550000000003 806.46500000000003 492.13750000000005 486.41000000000003 449.26500000000004 228.76800000000003 1144.97 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=-0.0077919436266573475 1.3352806317364727 -1.2891650957688687 -1.284049864768982 0.72841538002414086 0.74655758564288799 -0.17430931586286297 1.3427707633972168 -0.93265823984146123 0.33033565001054244 leaf_weight=9041 27 20 20 31 26 46 20 20 22 leaf_count=9041 27 20 20 31 26 46 20 20 22 internal_value=0 -0.00783782 -0.00506018 -0.00228158 -0.00555582 -0.00769836 -0.0048109 -0.404112 0.563175 internal_weight=0 9246 9226 9206 9153 9127 9061 66 53 internal_count=9273 9246 9226 9206 9153 9127 9061 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=291319 169475 502866 115370 193948 479562 151956 126857 174155 156767 4583.68 threshold=1470.5550000000003 548.95500000000004 73.46250000000002 492.13750000000005 465.34500000000008 308.62500000000006 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=-0.0081969738902087069 -1.1532506067102606 1.5900930526733399 -0.37813694748613574 0.63655093193054202 -0.3106541801535565 1.1658199664524624 -1.2521575782412575 0.65249800855996187 -0.42280342268943782 -0.75761802468981065 -0.10365784025192261 leaf_weight=8963 22 25 27 28 23 35 21 61 20 28 20 leaf_count=8963 22 25 27 28 23 35 21 61 20 28 20 internal_value=0 -0.00115449 0.568127 -0.00437253 -0.00632933 -0.00247423 -0.554899 -0.00698153 0.386991 -0.0105308 -0.214377 internal_weight=0 9251 52 9199 9171 9107 64 9072 81 8991 43 internal_count=9273 9251 52 9199 9171 9107 64 9072 81 8991 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=475100 283586 178210 223470 179183 221210 176036 151313 34286.5 threshold=1265.0725000000002 1470.5550000000003 890.22500000000014 593.34250000000009 806.46500000000003 49.650000000000006 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=-0.0080117559726555626 1.3207284446998879 -1.141718111038208 -0.3764724548504903 0.85979801185925808 0.072121107289285377 1.404930247426033 -0.68727455289740302 0.59360951786949523 -0.91974023415928796 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 -0.00771695 -0.00501226 -0.00186665 -0.00469271 0.575068 -0.00807156 -0.00522155 -0.619209 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 6 9 split_gain=232178 195681 298110 361738 320592 141533 146263 120714 109453 84422.6 39301.6 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 947.25000000000011 1211.5375000000001 1374.9750000000004 446.18250000000006 0 45.778960000000005 521.41500000000008 788.58750000000009 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=0.30120262487244059 1.0002532278973124 -0.60394201094453981 1.7659307679675873 -0.11323213958740234 -1.270041967496276 0.83773312044143677 -0.89960489392280585 -0.0045979975335782288 -1.1252005399976459 -0.22137575681392963 -0.058286921111020178 leaf_weight=121 23 22 21 20 20 20 24 8826 21 78 33 leaf_count=121 23 22 21 20 20 20 24 8826 21 78 33 internal_value=0 -0.00572386 -0.00151747 0.849266 -0.0053553 -0.00256627 -0.00442349 -0.000130811 -0.511045 -0.380959 -0.276549 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=227556 191789 292175 354540 196660 169060 149345 121874 114901 81932.7 18540.3 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 947.25000000000011 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=0.29318495592543187 0.99025070605070697 -0.38110480308532718 1.7482714789254326 -0.11209981536865234 -0.99582241773605351 0.91527221852540974 -0.8965657019615173 -0.98840859597729092 -0.0051630158098975275 -0.22841283920483713 0.024954889027968698 leaf_weight=121 23 22 21 20 20 20 24 31 8826 78 23 leaf_count=121 23 22 21 20 20 20 24 31 8826 78 23 internal_value=0 -0.0056634 -0.00149904 0.840773 -0.00529849 -0.00311407 -0.00514388 -0.505934 -0.000806212 -0.385625 -0.173563 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=223026 181893 427046 398682 136998 126870 379463 223135 187588 70131.8 27570.3 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=-0.0017467918542943823 0.9803481359067171 1.6385089388760654 -0.22328729135649547 -1.323820533156395 0.82115858149528509 -0.040555576065561615 -1.2141141952167858 0.45576762715975444 -0.97133506202697761 -0.5483675044377645 0.91169690472739084 leaf_weight=8682 23 22 28 23 20 291 33 36 20 30 21 leaf_count=8682 23 22 28 23 20 291 33 36 20 30 21 internal_value=0 -0.00560364 0.595903 -0.00888841 -0.00557696 -0.00739137 -0.19299 0.000109707 -0.00397522 -0.0880146 0.623742 internal_weight=0 9206 50 9156 9133 9113 354 8759 8702 321 57 internal_count=9229 9206 50 9156 9133 9113 354 8759 8702 321 57 is_linear=0 shrinkage=0.01 Tree=688 num_leaves=12 num_cat=1 split_feature=9 13 13 5 9 2 4 25 26 11 9 split_gain=176915 280324 341157 279341 176380 132480 148445 144101 282033 102890 40935.9 threshold=541.42000000000019 548.95500000000004 947.25000000000011 1211.5375000000001 1064.4750000000001 1374.9750000000004 1120.4650000000004 0 2022.5000000000002 538.6450000000001 709.65000000000009 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 -3 5 10 6 7 8 -1 -9 -2 right_child=4 2 -4 -5 -6 -7 -8 9 -10 -11 -12 leaf_value=-0.054107075831661487 -1.1656687137354975 1.7161768486386253 -0.10874593400955201 -1.1282215252789585 0.098332900404930118 0.81294703793525702 -0.77133561820983887 -0.0022643622856578357 0.90426865595129302 -0.49261031503420932 -0.57528860509395596 leaf_weight=73 23 21 20 22 32 20 25 8873 53 43 24 leaf_count=73 23 21 20 22 32 20 25 8873 53 43 24 internal_value=0 0.00095322 0.825971 -0.00276022 -0.474312 -3.54306e-05 -0.00182871 0.000298882 0.323356 -0.00462401 -0.864198 internal_weight=0 9150 41 9109 79 9087 9067 9042 126 8916 47 internal_count=9229 9150 41 9109 79 9087 9067 9042 126 8916 47 cat_boundaries=0 2 cat_threshold=8192 16777216 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=219195 183565 276358 334368 189022 160495 145015 119287 110438 79651.1 40074.5 threshold=1374.9750000000004 541.42000000000019 548.95500000000004 947.25000000000011 1341.6425000000002 1374.9750000000004 446.18250000000006 74.355000000000004 0 521.41500000000008 127.26750000000003 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=0.28752097420110045 0.97192757896755055 0.10079314956665039 1.6990150270007904 -0.10765849351882935 -0.97623794412612908 0.89182154810428615 -0.8836786901950836 -0.97227306242912048 -0.0049742631811919274 -0.22489457301604443 -0.49976564505696297 leaf_weight=121 23 25 21 20 20 20 24 31 8826 78 20 leaf_count=121 23 25 21 20 20 20 24 31 8826 78 20 internal_value=0 -0.00551983 -0.00144574 0.817711 -0.00514091 -0.00299934 -0.00497706 -0.494947 -0.000702732 -0.379903 -0.166122 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=4 5 0 1 1 3 18 1 1 1 split_gain=259087 733107 129076 191847 245183 160788 148882 160073 109870 50406.7 threshold=1596.2600000000002 1374.9750000000004 1219.7885000000003 497.97750000000002 453.00000000000006 73.320000000000007 736.93000000000006 390.72000000000008 644.32500000000016 967.31750000000011 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -5 -10 right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 leaf_value=-0.011439573557441201 1.1228689155578613 -1.8398194139653987 0.5772682818850956 -0.71762911960996434 1.0699529193696522 -1.0761325481959751 0.809811238375577 -0.7555861300435559 0.31320611884517052 -0.25706085174314441 leaf_weight=8995 20 22 37 29 21 28 22 29 31 31 leaf_count=8995 20 22 37 29 21 28 22 29 31 31 internal_value=0 -0.0165328 -0.0121836 -0.0145579 -0.00932239 -0.413466 -0.0118279 -0.013831 -0.209569 0.0280726 internal_weight=0 9245 9223 9186 9067 119 9046 9024 91 62 internal_count=9265 9245 9223 9186 9067 119 9046 9024 91 62 is_linear=0 shrinkage=0.01 Tree=691 num_leaves=9 num_cat=1 split_feature=4 5 25 1 1 0 16 26 split_gain=253931 718518 203301 125942 175953 159349 118864 2662.42 threshold=1596.2600000000002 1374.9750000000004 0 1318.45 1044.0050000000003 1295.4950000000001 451.12500000000006 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=-0.35279809048301297 1.1116402435302735 -1.8214212482625789 -0.0069289320650807789 -0.72932118535041812 0.93296336793899548 -0.87611535935174856 0.44723615498378361 -0.43796309672610861 leaf_weight=76 20 22 8953 24 20 21 58 71 leaf_count=76 20 22 8953 24 20 21 58 71 internal_value=0 -0.0163675 -0.0120618 -0.00587034 -0.0039587 -0.00603338 -0.00400566 -0.368841 internal_weight=0 9245 9223 9076 9052 9032 9011 147 internal_count=9265 9245 9223 9076 9052 9032 9011 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=248878 704220 129178 188381 240193 145390 157052 95968.3 74225.8 61540.1 threshold=1596.2600000000002 1374.9750000000004 1219.7885000000003 497.97750000000002 453.00000000000006 736.93000000000006 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=-0.01121898265399379 1.1005238418579102 -1.8032070446014405 0.57774399009910793 -0.76598376813142199 1.0591064362298874 0.80033734928477895 -0.74831154116268817 -0.98978306573370234 0.076173161525352334 -0.55659417585893112 leaf_weight=8995 20 22 37 23 21 22 29 23 51 22 leaf_count=8995 20 22 37 23 21 22 29 23 51 22 internal_value=0 -0.0162038 -0.0119412 -0.0143164 -0.00912839 -0.0116083 -0.0135877 -0.409604 -0.270603 -0.114524 internal_weight=0 9245 9223 9186 9067 9046 9024 119 96 73 internal_count=9265 9245 9223 9186 9067 9046 9024 119 96 73 is_linear=0 shrinkage=0.01 Tree=693 num_leaves=9 num_cat=1 split_feature=25 4 5 1 1 0 18 26 split_gain=248351 207790 365318 147678 173052 158232 131451 9968.61 threshold=0 1530.8125000000002 1341.6425000000002 1318.45 1044.0050000000003 1295.4950000000001 736.93000000000006 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=-0.34896162440902312 -0.0060169052250534892 0.98681518554687497 -1.3590848934650421 -0.80636156123617431 0.92511809968948366 -0.87313167027064742 0.75094410440196158 -0.51146721649169924 leaf_weight=76 8986 21 20 23 20 21 23 75 leaf_count=76 8986 21 20 23 20 21 23 75 internal_value=0 -0.00675521 -0.00905725 -0.00608133 -0.00404747 -0.00610542 -0.00408438 -0.402988 internal_weight=0 9114 9093 9073 9050 9030 9009 151 internal_count=9265 9114 9093 9073 9050 9030 9009 151 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=694 num_leaves=8 num_cat=1 split_feature=3 25 5 1 1 1 18 split_gain=244909 219708 187863 91083.7 169991 153665 137369 threshold=1341.6425000000002 0 1318.45 1318.45 1044.0050000000003 665.43750000000011 736.93000000000006 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=-0.3793625361514541 -1.0019475818932058 -0.0063383888786771678 0.89823572075885283 -0.62190883139769237 0.91586689376831065 -0.64165490501805356 0.78482453346252445 leaf_weight=149 25 8964 23 24 20 38 22 leaf_count=149 25 8964 23 24 20 38 22 internal_value=0 -0.0108443 -0.00438228 -0.0066765 -0.00504387 -0.00708489 -0.00440142 internal_weight=0 9240 9091 9068 9044 9024 8986 internal_count=9265 9240 9091 9068 9044 9024 8986 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=695 num_leaves=9 num_cat=0 split_feature=5 4 11 1 0 1 1 26 split_gain=356863 168798 188188 166267 376804 147182 115570 82859.8 threshold=1374.9750000000004 1374.9750000000004 967.98500000000013 1341.6425000000002 1374.9750000000004 644.32500000000016 497.97750000000002 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=-0.002929947766313092 -1.2804145570234819 -0.88016209038821136 -0.88752092162768048 -0.88963651884169803 1.3722793025970459 0.9717451452172321 -0.63522477018422097 0.1848545788228512 leaf_weight=9027 22 22 24 21 20 23 29 32 leaf_count=9027 22 22 24 21 20 23 29 32 internal_value=0 -0.00527349 -0.00317589 -0.000856802 0.00118726 -0.00182249 -0.00495474 0.513918 internal_weight=0 9198 9176 9152 9131 9111 9056 55 internal_count=9220 9198 9176 9152 9131 9111 9056 55 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=349762 167152 199161 165779 187695 126797 283285 246813 46750.2 43248.4 threshold=1374.9750000000004 464.11500000000007 1374.9750000000004 460.42500000000007 715.87500000000011 1341.6425000000002 1374.9750000000004 1120.4650000000004 947.25000000000011 52.547500000000007 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=-0.0061569590745950264 -1.2676104597611861 -0.40071647904135965 -0.9742996597290039 1.2370927064315134 -0.070520420074462895 -0.7976518495082856 1.1595650600251697 0.93417127566678193 -0.16049758975505829 -1.0432317979335786 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 -0.00522075 -0.00156912 0.00067318 0.613005 -0.00229865 -0.000540183 -0.0032396 -0.502878 -0.706676 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 26 1 split_gain=342801 161898 183912 159984 363019 205988 136041 131583 threshold=1374.9750000000004 1374.9750000000004 967.98500000000013 1341.6425000000002 1374.9750000000004 890.22500000000014 2022.5000000000002 366.58182000000005 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=-0.0096416858736905319 -1.2549343360554088 -0.86198738835074684 -0.87735360100865367 -0.87264671995526277 1.3469609594345093 1.2627133932567778 0.14947512657746026 0.31326899707317352 leaf_weight=8939 22 22 24 21 20 21 23 128 leaf_count=8939 22 22 24 21 20 21 23 128 internal_value=0 -0.00516854 -0.00311427 -0.000821684 0.00118339 -0.00177079 0.680793 -0.00508311 internal_weight=0 9198 9176 9152 9131 9111 44 9067 internal_count=9220 9198 9176 9152 9131 9111 44 9067 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=285615 181770 755399 238056 161418 119518 115385 112728 131276 814405 647218 242326 114416 75670.6 6228.54 threshold=464.11500000000007 593.34250000000009 397.87500000000006 1120.4650000000004 21.101500000000005 173.80000000000004 904.12500000000011 0 352.38000000000005 303.37500000000006 1144.97 40.38000000000001 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=0.046767127914009277 -0.22987862277030946 0.83898447854178293 2.1577285146713256 -0.98209072074890136 -0.73349744770837877 -1.254752540955828 -0.16649701447486875 -0.013803302980777778 0.13458921926716963 1.8542848491668702 -1.7284359957955102 -1.0753901405334474 0.47079048655471023 0.42852099814414979 -0.46093593691076551 leaf_weight=108 20 21 20 25 23 22 25 8614 96 27 22 20 49 100 28 leaf_count=108 20 21 20 25 23 22 25 8614 96 27 22 20 49 100 28 internal_value=0 -0.00320098 0.446521 -0.0076183 -0.0494811 -0.644405 0.292527 -0.00492221 -0.0104526 0.290059 -0.0154126 -0.0740279 -0.0110623 0.219738 -0.364662 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=279931 178153 740366 233319 158206 117140 113089 110485 114149 105726 182274 100538 74164.8 6104.59 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=0.046299461591298934 -0.22757983899116518 0.83059461139497304 2.1361512303352357 -0.97226982040405274 -0.72616247270418255 -1.2422050031748686 -0.16483203840255736 -0.012493847639425992 0.74426221275329596 -0.81243381850421426 0.58708774921940821 -0.046987753172178522 0.42423576526641849 -0.45632656982966829 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 -0.00316897 0.442056 -0.00754211 -0.0489862 -0.637961 0.289602 -0.00487299 -0.0103481 -0.0120733 -0.00899474 -0.401977 0.217541 -0.361015 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 13 split_gain=410533 263985 292026 181073 791786 220917 566130 256758 14258 threshold=0 1422.3575000000001 1058.7500000000002 603.77750000000015 464.11500000000007 593.34250000000009 42.190000000000005 1205.5225000000003 1064.4750000000001 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=-0.55951535991768342 -0.0051529758648682644 -1.096035931110382 1.1514325460520658 -0.47564112119674684 1.9405599841617402 -0.0070447926895291207 1.9780773043632507 -1.063085648080577 -0.83386229252815247 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 -0.001944 0.000703286 -0.00209005 0.00106743 -0.00345956 0.552145 -0.007879 -0.634851 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=12 num_cat=1 split_feature=25 4 1 18 1 1 26 5 1 2 26 split_gain=402972 302538 301126 142373 107346 416570 306973 218987 157796 130329 48610.4 threshold=0 1164.6975000000002 1422.3575000000001 458.71125000000006 366.58182000000005 497.97750000000002 2022.5000000000002 1318.45 1005.9575000000001 1013.1050000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 7 6 -6 9 -7 -2 -1 right_child=1 -3 -4 -5 5 8 -8 -9 -10 -11 -12 leaf_value=-0.40421578267263991 -0.0092763134571974722 0.93961198820787317 -1.2015376492909022 0.63387970297677176 1.8300393286995265 -0.41079094065152683 0.31545751303434372 -1.0547280473709106 0.56901459735902882 0.68655169548811745 -0.80025678478303508 leaf_weight=63 8828 34 21 35 23 65 32 20 22 27 61 leaf_count=63 8828 34 21 35 23 65 32 20 22 27 61 internal_value=0 -0.00192456 -0.00545498 -0.00268015 -0.00515099 0.267623 0.948828 -0.00951538 -0.163024 -0.00715465 -0.554338 internal_weight=0 9107 9073 9052 9017 142 55 8875 87 8855 124 internal_count=9231 9107 9073 9052 9017 142 55 8875 87 8855 124 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=702 num_leaves=9 num_cat=1 split_feature=25 4 0 18 5 10 3 26 split_gain=394953 296517 238151 147258 117348 134465 101167 47643 threshold=0 1164.6975000000002 1205.5225000000003 458.71125000000006 1279.9550000000002 690.66750000000013 644.32500000000016 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=-0.40017361955037195 0.0020595115117118721 0.93021581109832319 -0.89490049743652356 0.65442339644712566 -0.7343801054087552 -0.60474322989180285 -0.41694430069676763 -0.79225422624681818 leaf_weight=63 8892 34 30 34 22 37 58 61 leaf_count=63 8892 34 30 34 22 37 58 61 internal_value=0 -0.00190531 -0.00540043 -0.00244953 -0.00492857 -0.00314288 -0.00065582 -0.548794 internal_weight=0 9107 9073 9043 9009 8987 8950 124 internal_count=9231 9107 9073 9043 9009 8987 8950 124 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 18 1 0 1 0 1 2 26 split_gain=387093 290617 294022 136830 105738 601072 408287 481334 154789 127257 46694.9 threshold=0 1164.6975000000002 1422.3575000000001 458.71125000000006 366.58182000000005 1205.5225000000003 497.97750000000002 50.730000000000011 1005.9575000000001 1013.1050000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 9 7 -6 -8 -2 -1 right_child=1 -3 -4 -5 6 -7 8 -9 -10 -11 -12 leaf_value=-0.39617188746967008 -0.0074471731381550964 0.92091370154829588 -1.1872357970334235 0.62143934154510494 0.20488361891578227 -1.6991729400271463 -0.40604334523127628 2.1304366011846634 0.56438070400194695 0.68013112010779209 -0.78433169568171268 leaf_weight=63 8827 34 21 35 34 21 65 21 22 27 61 leaf_count=63 8827 34 21 35 34 21 65 21 22 27 61 internal_value=0 -0.00188626 -0.00534642 -0.00260452 -0.00502678 -0.00935834 0.265696 0.940095 -0.160649 -0.00535042 -0.543306 internal_weight=0 9107 9073 9052 9017 8875 142 55 87 8854 124 internal_count=9231 9107 9073 9052 9017 8875 142 55 87 8854 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 18 1 0 1 0 1 5 26 split_gain=379390 284833 288171 134107 103634 589110 400162 471755 151709 144425 45765.7 threshold=0 1164.6975000000002 1422.3575000000001 458.71125000000006 366.58182000000005 1205.5225000000003 497.97750000000002 50.730000000000011 1005.9575000000001 1265.0725000000002 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 9 7 -6 -8 -2 -1 right_child=1 -3 -4 -5 6 -7 8 -9 -10 -11 -12 leaf_value=-0.39221016853574725 -0.0033276446006933183 0.91170454214600949 -1.1753634296712421 0.61522492653982985 0.20283478063695573 -1.6821812684195383 -0.40198292578183692 2.1091322635468983 0.55873685240745541 -0.83361188207353865 -0.7764883666742044 leaf_weight=63 8833 34 21 35 34 21 65 21 22 21 61 leaf_count=63 8833 34 21 35 34 21 65 21 22 21 61 internal_value=0 -0.0018674 -0.00529296 -0.00257848 -0.00497652 -0.00926476 0.263039 0.930694 -0.159042 -0.00529692 -0.537873 internal_weight=0 9107 9073 9052 9017 8875 142 55 87 8854 124 internal_count=9231 9107 9073 9052 9017 8875 142 55 87 8854 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 0 0 0 9 26 split_gain=300743 267708 154271 119331 786030 447451 179251 144729 354450 87737.6 192930 109256 24323.4 10101.3 threshold=1279.9550000000002 1374.9750000000004 744.3325000000001 0 1 47.808000000000007 2022.5000000000002 593.34250000000009 2022.5000000000002 385.88250000000005 210.75000000000003 509.79100000000005 1256.5500000000004 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 6 -6 9 -9 10 -5 -11 -4 -1 right_child=-2 -3 12 7 5 -7 -8 8 -10 11 -12 -13 -14 -15 leaf_value=-0.414049964167855 -1.0743350050999569 1.036089170074463 -0.78712790330251059 -0.010540931903451678 0.12293661420092437 1.8605730482664975 0.67088452482989069 1.3285990075711851 -0.2507282179196676 -0.6532971491712205 0.36914661936023657 -0.02629750167622286 -0.34143583869934085 -0.5949392784875015 leaf_weight=66 26 25 24 8381 132 22 109 27 30 47 136 68 25 58 leaf_count=66 26 25 24 8381 132 22 109 27 30 47 136 68 25 58 internal_value=0 0.00269351 -0.000137706 0.00288347 0.172425 0.47724 0.370764 -0.00486061 0.497374 -0.00818267 -0.00447806 -0.28255 -0.559734 -0.461446 internal_weight=0 9150 9125 9076 387 263 241 8689 57 8632 8517 115 49 124 internal_count=9176 9150 9125 9076 387 263 241 8689 57 8632 8517 115 49 124 cat_boundaries=0 2 3 cat_threshold=532480 65537 1124 is_linear=0 shrinkage=0.01 Tree=706 num_leaves=17 num_cat=2 split_feature=5 0 9 25 24 0 26 0 0 0 0 0 0 9 0 26 split_gain=294758 262381 151201 116956 770388 438547 175684 99013.6 175990 305328 93812.8 78558.1 97887 23839.4 15998.2 9900.26 threshold=1279.9550000000002 1374.9750000000004 744.3325000000001 0 1 47.808000000000007 2022.5000000000002 385.88250000000005 210.75000000000003 232.70000000000002 184.44910000000004 509.79100000000005 866.75000000000011 1256.5500000000004 441.67528000000004 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 15 6 -6 8 10 -10 -5 14 -13 -4 -9 -1 right_child=-2 -3 13 7 5 -7 -8 11 9 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.4099094783356696 -1.0635916599860558 1.0257282653808593 -0.77925662963340692 -0.0044168040669746019 0.12170725202018565 1.8419673373753376 0.66417568614176659 -0.39937369566697345 1.3072087185471148 0.12149686295908314 -0.53076068513533647 0.18347270770948762 -0.60732769675876785 -0.33802148342132571 -0.74691392757274488 -0.58898989110157407 leaf_weight=66 26 25 24 8392 132 22 109 26 27 111 34 49 23 25 27 58 leaf_count=66 26 25 24 8392 132 22 109 26 27 111 34 49 23 25 27 58 internal_value=0 0.00266658 -0.00013633 0.00285464 0.170701 0.472468 0.367056 -0.00481201 -0.000739245 0.353484 -0.00654067 -0.28423 -0.0691441 -0.554137 -0.576422 -0.456832 internal_weight=0 9150 9125 9076 387 263 241 8689 8564 138 8426 125 72 49 53 124 internal_count=9176 9150 9125 9076 387 263 241 8689 8564 138 8426 125 72 49 53 124 cat_boundaries=0 2 3 cat_threshold=532480 65537 1124 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=288892 257159 148192 114629 462971 235211 163269 142185 347732 84924.4 116562 23365 5701.28 threshold=1279.9550000000002 1374.9750000000004 744.3325000000001 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=-0.21449145374626949 -1.0529557572878323 1.0154709159851074 -0.77146406479179863 -0.0040134186429641207 1.5821837132627314 0.83311701209921585 0.21933926057953365 1.3163480494640494 -0.24794235277175905 -0.57483763292431833 -0.74994754257656282 -0.33464125232696534 -0.34398135993791662 leaf_weight=164 26 25 24 8568 22 38 163 27 30 20 21 25 23 leaf_count=164 26 25 24 8568 22 38 163 27 30 20 21 25 23 internal_value=0 0.00263991 -0.000134966 0.00282609 0.168994 0.0884455 0.0019088 -0.00476389 0.493037 -0.00805656 -0.00583722 -0.548595 -0.451356 internal_weight=0 9150 9125 9076 387 365 327 8689 57 8632 8589 49 43 internal_count=9176 9150 9125 9076 387 365 327 8689 57 8632 8589 49 43 cat_boundaries=0 2 3 cat_threshold=532480 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=283144 225605 1.45698e+06 202746 129942 182322 1.05733e+06 1.05524e+06 604214 128311 80591.9 110667 14214.4 1915.47 threshold=1279.9550000000002 488.75250000000005 415.60849999999999 1120.4650000000004 744.3325000000001 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=0.23543518660560486 -1.042426209816566 0.28883807205905515 2.8897103710174559 -1.0083601598739624 -0.71835652061130684 -0.0084149074996303693 -0.31827398823153585 2.2153795539571881 1.498181381225586 -0.57525370132355469 -0.54256056887762893 0.39368258420971858 -0.35383783435821536 -0.44018854459126794 leaf_weight=63 26 39 20 20 23 8542 217 47 20 21 28 69 20 21 leaf_count=63 26 39 20 20 23 8542 217 47 20 21 28 69 20 21 internal_value=0 0.00261357 0.47262 -0.00263239 -0.000404615 0.00221964 0.223679 0.991294 -0.158307 -0.124193 -0.00692655 -0.0051929 -0.548813 -0.507721 internal_weight=0 9150 101 9049 9029 8986 347 110 237 81 8639 8611 43 42 internal_count=9176 9150 101 9049 9029 8986 347 110 237 81 8639 8611 43 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 0 1 0 0 0 3 9 split_gain=277509 249027 142679 109936 137639 337691 120621 116832 84154.7 185666 104972 59543 22495 threshold=1279.9550000000002 1374.9750000000004 744.3325000000001 0 593.34250000000009 2022.5000000000002 417.90600000000001 1.1200000000000003 385.88250000000005 210.75000000000003 509.79100000000005 1.57605 1256.5500000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -6 7 11 9 -5 -10 -1 -4 right_child=-2 -3 12 4 5 -7 -8 -9 10 -11 -12 -13 -14 leaf_value=0.22249384450832468 -1.0320019318507268 0.99927548828125001 -0.75698551719387375 -0.010229762506745368 1.2964430723035778 -0.24509571250279746 0.82761449602934034 -0.43551606234382179 -0.64002280833873348 0.36224076596684485 -0.025438787235933194 -0.25216573881049609 -0.32837263793945309 leaf_weight=298 26 25 24 8381 27 30 26 34 47 136 68 29 25 leaf_count=298 26 25 24 8381 27 30 26 34 47 136 68 29 25 internal_value=0 0.00258743 -0.000143221 0.00276224 -0.00467073 0.485107 0.165493 0.12239 -0.00791031 -0.00428213 -0.276617 0.180399 -0.538305 internal_weight=0 9150 9125 9076 8689 57 387 361 8632 8517 115 327 49 internal_count=9176 9150 9125 9076 8689 57 387 361 8632 8517 115 327 49 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=287118 325689 291075 255299 180022 246540 1.20643e+06 143770 84559.4 18880 7256.06 threshold=1295.4950000000001 960.86250000000007 0 1265.0725000000002 464.11500000000007 308.62500000000006 14.655000000000003 1120.4650000000004 52.910000000000004 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=-0.33253194641125833 -0.92298374176025388 1.1610606161753336 -0.0039329513666319735 0.99177969345679662 -0.14485835337638855 -0.16966137973467507 2.6152257769448415 0.78772090875584144 -1.0727314951419831 -0.55196447619685418 -0.40803580284118651 leaf_weight=76 34 24 8816 26 20 60 21 23 20 81 22 leaf_count=76 34 24 8816 26 20 60 21 23 20 81 22 internal_value=0 -0.00233689 -0.00538343 0.00228903 -0.000572684 0.00315972 0.552346 -0.00187299 -0.537558 -0.419051 -0.282713 internal_weight=0 9189 9165 9008 8982 8920 81 8839 62 157 42 internal_count=9223 9189 9165 9008 8982 8920 81 8839 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 7 11 13 10 10 2 11 26 split_gain=306243 444778 210777 128917 112210 100836 107691 756423 137870 6283.98 1213.84 threshold=473.87250000000012 1164.6975000000002 0 47.808000000000007 967.98500000000013 411.81600000000003 64.050000000000011 103.13625000000002 157.58975000000007 40.213800000000006 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 left_child=1 2 10 -2 5 6 8 -8 -4 -7 -1 right_child=3 -3 4 -5 -6 9 7 -9 -10 -11 -12 leaf_value=-0.35310016576345865 -0.37632706265700494 1.1405796645669377 -0.0078774939829698437 -1.3526184953962053 -0.74696128320693977 -0.33241864907114127 1.4905493134718675 -0.013712289421222148 0.21771491380674499 -0.54796562013171968 -0.40889372976520394 leaf_weight=77 38 34 8342 21 20 38 39 234 280 21 79 leaf_count=77 38 34 8342 21 20 38 39 234 280 21 79 internal_value=0 -0.00104989 -0.0053013 -0.723821 0.00123447 0.00290705 0.00564012 0.201182 -0.000551366 -0.409139 -0.358381 internal_weight=0 9164 9130 59 8974 8954 8895 273 8622 59 156 internal_count=9223 9164 9130 59 8974 8954 8895 273 8622 59 156 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 6 4 3 6 26 split_gain=504067 912518 194261 164916 177124 131407 172552 130856 79107.5 386.803 threshold=1587.2775000000001 1089.1825000000001 0 817.62000000000012 967.98500000000013 422.52500000000009 593.34250000000009 66.112500000000011 874.60000000000014 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 9 4 5 6 -4 -5 -7 -1 right_child=-2 -3 3 7 -6 8 -8 -9 -10 -11 leaf_value=-0.34956916548989037 -1.5914507608413697 2.079993820531028 0.0061741746614676742 0.090315977732340486 -0.88045929877654361 -0.53247558928824756 -0.53192661849657696 1.0595822845055507 0.03383345629717853 -0.38087213268986453 leaf_weight=77 20 21 8774 30 23 74 60 26 37 81 leaf_count=77 20 21 8774 30 23 74 60 26 37 81 internal_value=0 -0.00217041 -0.00693249 -0.000651615 -0.00403048 -0.00177694 0.00251943 0.540332 -0.343706 -0.343854 internal_weight=0 9203 9182 9024 8968 8945 8834 56 111 158 internal_count=9223 9203 9182 9024 8968 8945 8834 56 111 158 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=494036 894359 190395 161634 161020 148933 144626 128252 82176 66588.3 379.105 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=-0.34607347541815275 -1.5755362405776978 2.0591939985184444 0.0073391954736082392 0.089412812550862628 -0.28410381647256705 -0.54884645738099747 -0.48943394087128722 1.048986421089906 0.048769234743985264 -0.99380836296081543 -0.37706341231310808 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 -0.00214871 -0.00686317 -0.000645099 -0.00399017 -0.000541884 0.00400856 0.534929 -0.367917 -0.524682 -0.340415 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 7 11 26 12 split_gain=298279 438578 218579 211217 955058 201698 137563 212400 126405 34943.1 2443.37 1788.86 threshold=473.87250000000012 1164.6975000000002 1422.3575000000001 308.62500000000006 14.655000000000003 0 355.67500000000007 460.42500000000007 47.808000000000007 83.250000000000014 2022.5000000000002 503.46500000000009 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 5 9 10 7 -7 -2 11 -1 -5 right_child=8 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 leaf_value=-0.34261274405114067 -0.37016212024186784 1.1327029323577882 -1.0242108299618675 0.056599590210687549 2.1375411371231077 0.00065224244770726322 0.82724397659301763 -0.65296260495185854 -1.3368947819301062 -0.50948206844783972 -0.42308047487929062 -0.075546676874160765 leaf_weight=77 38 34 21 21 25 8801 20 50 21 21 74 20 leaf_count=77 38 34 21 21 25 8801 20 50 21 21 74 20 internal_value=0 -0.000941889 -0.00516357 -0.00281424 0.487552 -0.0075429 -0.00116686 -0.00304008 -0.714253 -0.177766 -0.358318 -0.007862 internal_weight=0 9164 9130 9109 87 9022 8871 8851 59 62 151 41 internal_count=9223 9164 9130 9109 87 9022 8871 8851 59 62 151 41 cat_boundaries=0 2 cat_threshold=8192 1 is_linear=0 shrinkage=0.01 Tree=715 num_leaves=10 num_cat=1 split_feature=5 9 0 26 0 18 15 25 9 split_gain=338257 190414 153588 216657 119511 92859.2 112194 97924.3 89888.4 threshold=1435.0600000000002 1144.97 1005.9575000000001 2022.5000000000002 744.3325000000001 458.71125000000006 44.531500000000008 0 171.03750000000002 decision_type=2 2 2 2 2 2 2 9 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=0.20729881618585849 1.2689153798421224 -0.78409722312804198 -1.236059405008952 0.094115015411376957 0.72389883227970286 0.53164348356651536 -0.16028581140541484 -2.6948633793465518e-05 -0.83869851285761055 leaf_weight=224 21 31 24 25 23 33 174 8630 22 leaf_count=224 21 31 24 25 23 33 174 8630 22 internal_value=0 -0.00168644 0.0009629 -0.557399 0.00396748 0.00214447 0.0002137 0.00545235 -0.236434 internal_weight=0 9186 9155 49 9106 9083 9050 8854 196 internal_count=9207 9186 9155 49 9106 9083 9050 8854 196 cat_boundaries=0 2 cat_threshold=16785408 16777217 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=331524 186626 152333 234929 130415 628309 113359 147996 threshold=1435.0600000000002 1144.97 1530.8125000000002 1058.7500000000002 1005.9575000000001 2022.5000000000002 458.71125000000006 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=0.0031759770446307522 1.2562261272612072 -0.77625625718024471 -0.84976964167186197 1.012296290812285 -1.7786872464134582 0.66751229513259158 0.58796909874135805 -0.68895841875383934 leaf_weight=9005 21 31 21 23 21 21 33 31 leaf_count=9005 21 31 21 23 21 21 33 31 internal_value=0 -0.00166732 0.000955535 0.00291144 0.000363327 -0.555587 0.00293802 0.000801457 internal_weight=0 9186 9155 9134 9111 42 9069 9036 internal_count=9207 9186 9155 9134 9111 42 9069 9036 is_linear=0 shrinkage=0.01 Tree=717 num_leaves=9 num_cat=2 split_feature=4 10 1 1 25 24 2 12 split_gain=340345 296511 212514 222742 119178 697335 118999 85095.6 threshold=1422.3575000000001 1144.97 1530.8125000000002 1058.7500000000002 0 1 1211.5375000000001 308.62500000000006 decision_type=2 2 2 2 9 1 2 2 left_child=1 2 3 4 5 -1 7 -6 right_child=-2 -3 -4 -5 6 -7 -8 -9 leaf_value=0.74863961294407144 1.3042747688293457 -1.0680422313396747 -1.0283038313984871 0.98648900239363957 -0.010584713238362886 -0.21570230990751749 0.76496308231353771 0.28425815481128114 leaf_weight=121 20 26 20 23 8708 170 20 99 leaf_count=121 20 26 20 23 8708 170 20 99 internal_value=0 -0.00164705 0.00137951 0.0036324 0.00115316 0.196828 -0.00551441 -0.00727037 internal_weight=0 9187 9161 9141 9118 291 8827 8807 internal_count=9207 9187 9161 9141 9118 291 8827 8807 cat_boundaries=0 2 3 cat_threshold=16785536 16777217 1585 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=333570 314747 155500 131319 88111.7 93329.7 333756 407349 159051 88450.5 142132 threshold=1422.3575000000001 1081.6425000000002 1587.2775000000001 603.77750000000015 806.46500000000003 403.91250000000008 129.39000000000001 362.12500000000006 484.01500000000004 317.55000000000007 1204.8925000000002 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=-0.00063515914266451588 1.2912318992614746 -1.4454764435508034 -0.22714999771118166 -0.60901798575265065 0.58600286483764652 0.72303376379467199 2.0396823768615726 0.04556497758343106 -0.25482051466032862 0.63227956576780842 -0.82429627168746222 leaf_weight=8899 20 22 20 35 26 21 20 21 80 22 21 leaf_count=8899 20 22 20 35 26 21 20 21 80 22 21 internal_value=0 -0.00162478 -0.865321 0.0023419 0.0046907 0.00302689 0.257384 1.01831 -0.0515043 -0.00101234 -0.00257427 internal_weight=0 9187 42 9145 9110 9084 142 41 101 8942 8920 internal_count=9207 9187 42 9145 9110 9084 142 41 101 8942 8920 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=326931 308483 152406 133703 292121 122043 110859 453402 99392 48132.3 39680.9 44529.4 6294.94 threshold=1422.3575000000001 1081.6425000000002 1587.2775000000001 721.76691000000005 589.71000000000015 438.71000000000009 210.75000000000003 0 1 323.80000000000007 280.25000000000006 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=0.16923704002451684 1.2783195991516114 -1.4310217250477184 -0.22487842178344727 -0.76948525537144052 1.2127007732391357 -0.27555576492238926 -0.26637073299991409 0.54828827441111205 -0.0061671263937559864 -0.056718545913696287 0.056037949085235593 -0.77293452722054934 -0.52435658019781117 leaf_weight=326 20 22 20 22 20 54 113 150 8373 20 20 27 20 leaf_count=326 20 22 20 22 20 54 113 150 8373 20 20 27 20 internal_value=0 -0.00160853 -0.856668 0.00231848 0.00547756 0.00281349 0.00670912 0.208983 0.000593703 -0.460487 -0.342856 -0.441349 -0.652757 internal_weight=0 9187 42 9145 9083 9063 8962 263 8699 62 101 81 42 internal_count=9207 9187 42 9145 9083 9063 8962 263 8699 62 101 81 42 cat_boundaries=0 1 3 cat_threshold=752 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 0 17 26 3 split_gain=271244 709231 294125 199839 151133 138981 453837 244055 114107 86390.4 74669.9 2387.43 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 19.610625000000002 1013.1050000000001 0 1 2022.5000000000002 960.86250000000007 73.46250000000002 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=0.31389727892582875 -0.18704656626690519 1.8417044576009116 0.97424416449762163 -1.3954368114471436 -0.7779213393211365 -0.00038247503773990258 0.086783448908780078 1.271120491027832 -0.76065156173706061 -0.2465155120718068 -0.35805256162370952 -0.32153298833153465 leaf_weight=57 22 21 31 22 25 8623 74 50 20 145 77 33 leaf_count=57 22 21 31 22 25 8623 74 50 20 145 77 33 internal_value=0 0.00608063 0.0018455 -0.589938 -0.00147765 0.000668167 0.225 0.696138 -0.00616684 -0.00445288 -0.131354 -0.267738 internal_weight=0 9123 9102 77 9071 9046 258 107 8788 8768 151 55 internal_count=9200 9123 9102 77 9071 9046 258 107 8788 8768 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=265846 695117 288272 195862 148125 136215 444805 239198 139998 184435 111011 73183.9 20958.5 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 19.610625000000002 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=0.31075829002940863 -0.42444798846813769 1.8232875024704707 0.96450172731953288 -1.3814824485778809 -0.77014213606119153 -0.0071723787056048637 0.08591561481759355 1.2584093107223511 1.2016827990792014 -0.12516217613220215 -0.75304505538940436 -0.3544720389626243 -0.025980600768869575 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 0.00601982 0.00182705 -0.584039 -0.00146288 0.000661485 0.22275 0.689177 -0.00610517 0.569852 -0.00887801 -0.130041 -0.265061 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=12 num_cat=1 split_feature=3 5 0 6 4 25 2 2 16 2 26 split_gain=260556 681284 282535 191965 145178 133504 137212 180765 109269 20541.4 5918.76 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 19.610625000000002 1013.1050000000001 0 817.62000000000012 1164.4950000000001 466.8300000000001 134.19600000000003 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 4 9 5 10 8 -8 -7 -2 -1 right_child=3 -3 -4 -5 -6 6 7 -9 -10 -11 -12 leaf_value=0.18191044424326364 -0.42020351589629146 1.8050547000340051 0.95485677657588841 -1.367667627768083 -0.76244071562290194 -0.011302625671807369 1.1896659599650989 -0.12391053676605225 0.48829178094863895 -0.025720804821361198 0.27771537942210522 leaf_weight=131 33 21 31 22 25 8702 22 20 44 22 127 leaf_count=131 33 21 31 22 25 8702 22 20 44 22 127 internal_value=0 0.00595962 0.00180878 -0.578198 -0.00144825 0.00065487 -0.00604412 0.564153 -0.00878923 -0.26241 0.220523 internal_weight=0 9123 9102 77 9071 9046 8788 42 8746 55 258 internal_count=9200 9123 9102 77 9071 9046 8788 42 8746 55 258 cat_boundaries=0 2 cat_threshold=16785408 16842753 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 0 2 split_gain=255371 667727 276913 188145 142288 130848 436248 134481 177168 108942 20132.6 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 19.610625000000002 1013.1050000000001 0 1 817.62000000000012 1164.4950000000001 960.86250000000007 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=0.68021199965069445 -0.41600148518880209 1.7870040929885138 0.94530809710102703 -1.3539909395304595 -0.75481629314422605 -0.0070116761633221237 -0.1309048478943961 1.1777692942185836 -0.12267142295837402 -0.74590114021301279 -0.025463588779622858 leaf_weight=107 33 21 31 22 25 8726 151 22 20 20 22 leaf_count=107 33 21 31 22 25 8726 151 22 20 20 22 internal_value=0 0.00590003 0.00179069 -0.572416 -0.00143377 0.000648321 0.218318 -0.00598368 0.558512 -0.00870134 -0.259786 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=250294 654434 271399 184401 139459 120281 136466 111733 19732 threshold=721.76691000000005 1341.6425000000002 1219.7885000000003 19.610625000000002 1013.1050000000001 736.93000000000006 378.05000000000007 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=0.0031734342820935848 -0.41184146548762463 1.7691340405600411 0.93585504593387725 -1.3404510563070124 -0.74726814470291136 0.75658309573218929 -0.67444216283162439 -0.60812736765543618 -0.025208962722258137 leaf_weight=8965 33 21 31 22 25 21 30 30 22 leaf_count=8965 33 21 31 22 25 21 30 30 22 internal_value=0 0.00584705 0.00177882 -0.566692 -0.00141337 0.00064791 -0.00111105 0.00113463 -0.257188 internal_weight=0 9123 9102 77 9071 9046 9025 8995 55 internal_count=9200 9123 9102 77 9071 9046 9025 8995 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=273875 217464 153707 208295 1.55777e+06 117614 552780 324557 163092 117263 94550.5 43648.1 21866.3 threshold=1530.8125000000002 1211.5375000000001 664.68750000000011 308.62500000000006 62.300000000000004 0 1 2022.5000000000002 1013.1050000000001 589.71000000000015 2 74.355000000000004 465.34500000000008 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=0.26421992993822285 1.1724183425903321 -1.0406668094396592 -0.62324868055490346 0.19720911312103273 2.8731679680233912 -0.0067581590585272704 0.10339492375904558 1.38169821401812 0.68435458007980798 -0.48768860350052512 -0.23896047113736474 -0.59341956918889827 -0.2296620971361796 leaf_weight=51 20 20 39 20 21 8584 167 53 34 51 140 22 30 leaf_count=51 20 20 39 20 21 8584 167 53 34 51 140 22 30 internal_value=0 0.00094904 0.00321047 0.00587393 0.476727 0.00105132 0.16428 0.760572 -0.00686901 -0.00959863 -0.0553412 -0.222235 -0.0589136 internal_weight=0 9232 9212 9173 93 9080 411 104 8669 8635 307 72 50 internal_count=9252 9232 9212 9173 93 9080 411 104 8669 8635 307 72 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=310265 241386 380808 178692 102114 163981 128224 72234 43787.1 threshold=1435.0600000000002 1236.1260000000004 1374.9750000000004 1058.7500000000002 40.213800000000006 458.71125000000006 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=0.0035352931121116343 1.2476200704574585 0.84178739211138565 -1.3474348822094147 -0.73381697235685406 -0.22104917388809614 0.85125597912332285 0.63767744570970541 -0.70363438946860168 0.27362018715767633 leaf_weight=8919 20 34 21 33 121 23 32 28 21 leaf_count=8919 20 34 21 33 121 23 32 28 21 internal_value=0 0.000749765 -0.00235909 0.000718884 0.00336977 0.00796923 0.00580236 -0.239428 -0.147894 internal_weight=0 9232 9198 9177 9144 8974 8951 170 142 internal_count=9252 9232 9198 9177 9144 8974 8951 170 142 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=304091 236582 373229 175136 115708 558330 341013 193132 132361 104161 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=0.26154239542344038 1.235143874168396 0.83336949516745185 -1.3339605431329635 -0.72647880843191437 -0.01006725292531585 0.109476665941517 1.4123891985416412 0.70691338357172517 0.59754895342720882 -0.2512696992763046 leaf_weight=51 20 34 21 33 8662 168 52 38 36 137 leaf_count=51 20 34 21 33 8662 168 52 38 36 137 internal_value=0 0.000742268 -0.0023355 0.000711695 0.00333607 0.165869 0.76799 -0.00443952 -0.0075524 -0.0553962 internal_weight=0 9232 9198 9177 9144 408 103 8736 8698 305 internal_count=9252 9232 9198 9177 9144 408 103 8736 8698 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=298040 231875 186351 135708 125567 591967 405097 115172 342548 139897 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=0.26431342463300966 1.2227924823760987 0.8250357964459587 -0.74127567066865807 -0.59593243347971059 -0.010290951506912289 1.7678500341801415 -0.12699592786119099 1.368318535486857 -0.018666854112044624 -0.41349718806387364 leaf_weight=526 20 34 34 38 7884 21 515 24 69 87 leaf_count=526 20 34 34 38 7884 21 515 24 69 87 internal_value=0 0.000733309 -0.00231369 0.000427986 0.00291119 0.104593 0.0720453 -0.0105965 0.339265 -0.0146918 internal_weight=0 9232 9198 9164 9126 1062 1041 8064 93 7971 internal_count=9252 9232 9198 9164 9126 1062 1041 8064 93 7971 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=5 1 4 1 1 0 25 26 0 1 split_gain=292108 227260 366368 145630 593259 198241 147624 662475 154221 138639 threshold=1435.0600000000002 1236.1260000000004 1374.9750000000004 497.97750000000002 453.00000000000006 254.41050000000004 0 2022.5000000000002 525.67500000000007 723.37500000000011 decision_type=2 2 2 2 2 2 9 2 2 2 left_child=1 2 3 4 6 9 7 -1 -8 -5 right_child=-2 -3 -4 5 -6 -7 8 -9 -10 -11 leaf_value=-0.35548089838586749 1.2105644903182984 0.8167855049582089 -1.3216170955839612 -0.52759222742282985 1.6834479159400575 -1.138193781192486 -9.8027288509946905e-05 1.1009328013560811 -0.42080259236422451 0.43863392617967395 leaf_weight=64 20 34 21 33 21 26 8857 61 88 27 leaf_count=64 20 34 21 33 21 26 8857 61 88 27 internal_value=0 0.000727465 -0.00228906 0.00073 0.00460452 -0.408843 0.00071745 0.328934 -0.00423214 -0.0927905 internal_weight=0 9232 9198 9177 9091 86 9070 125 8945 60 internal_count=9252 9232 9198 9177 9091 86 9070 125 8945 60 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=730 num_leaves=10 num_cat=0 split_feature=4 5 6 11 15 7 4 7 12 split_gain=232986 520029 120640 149798 113001 154880 168359 57111.1 4789.28 threshold=1530.8125000000002 1374.9750000000004 1144.97 806.46500000000003 462.80000000000007 548.95500000000004 484.01500000000004 729.18750000000011 73.46250000000002 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=0.0082597666299054247 1.0553578258696057 -1.5709938744136267 0.69815249938964841 -0.65999333045061903 -0.40532270769278206 0.96541796030104166 -0.45833705901335448 0.29197201145045898 -0.61485012722015386 leaf_weight=9017 21 21 25 34 24 20 78 34 20 leaf_count=9017 21 21 25 34 24 20 78 34 20 internal_value=0 0.000858606 0.00442636 0.00254676 0.00499714 0.00742851 0.00425817 0.541396 -0.500562 internal_weight=0 9273 9252 9227 9193 9149 9095 54 44 internal_count=9294 9273 9252 9227 9193 9149 9095 54 44 is_linear=0 shrinkage=0.01 Tree=731 num_leaves=9 num_cat=1 split_feature=4 5 6 11 1 15 25 15 split_gain=228349 509680 118239 146817 112445 111547 85446.1 1316.88 threshold=1530.8125000000002 1374.9750000000004 1144.97 806.46500000000003 1341.6425000000002 462.80000000000007 0 809.2700000000001 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=0.19416644123877272 1.0448042152041481 -1.555283939270746 0.69117100296020506 -0.6533934107247521 -0.67864524046579999 -0.4408493362773549 0.0040877164296753135 -0.55026430130004889 leaf_weight=233 21 21 25 34 24 22 8892 22 leaf_count=233 21 21 25 34 24 22 8892 22 internal_value=0 0.000850021 0.0043821 0.00252129 0.00494717 0.00673648 0.0091585 -0.495557 internal_weight=0 9273 9252 9227 9193 9169 9125 44 internal_count=9294 9273 9252 9227 9193 9169 9125 44 cat_boundaries=0 2 cat_threshold=8320 65537 is_linear=0 shrinkage=0.01 Tree=732 num_leaves=9 num_cat=0 split_feature=4 5 6 11 1 15 7 15 split_gain=223804 500087 115829 143970 110262 109401 146402 1290.67 threshold=1530.8125000000002 1341.6425000000002 1144.97 806.46500000000003 1341.6425000000002 462.80000000000007 548.95500000000004 809.2700000000001 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=0.0061753076037007991 1.0343561263311478 -1.4718743125252101 0.68425928268432612 -0.64685946569723241 -0.67185878594716386 -0.4364408432353627 0.53328532587244826 -0.54476165771484375 leaf_weight=9070 21 23 25 34 24 22 53 22 leaf_count=9070 21 23 25 34 24 22 53 22 internal_value=0 0.000843659 0.00450555 0.0026634 0.00506616 0.00683841 0.00923755 -0.490601 internal_weight=0 9273 9250 9225 9191 9167 9123 44 internal_count=9294 9273 9250 9225 9191 9167 9123 44 is_linear=0 shrinkage=0.01 Tree=733 num_leaves=15 num_cat=0 split_feature=4 5 14 12 1 11 0 2 0 11 12 11 2 11 split_gain=219351 490135 113586 184379 979513 222880 171737 199176 157781 87249.3 66280.3 33181.2 30334.1 8526.61 threshold=1530.8125000000002 1341.6425000000002 42.904000000000003 308.62500000000006 9.775500000000001 460.42500000000007 1265.0725000000002 1013.1050000000001 74.355000000000004 285.37500000000006 128.11550000000003 52.547500000000007 61.550000000000004 683.23000000000013 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 6 7 -1 9 10 12 -5 -4 -7 right_child=-2 -3 8 4 -6 13 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.0091612883754129543 1.0240126437232608 -1.4571555336661961 -0.1508113965503079 -0.3919010970251901 2.2834909304705535 -0.81897431475775573 -0.81801953735351562 0.81213112523478848 -0.79233405528924405 0.52946367108821868 -0.70950011146068581 0.10370688741857356 0.26534242278337483 -0.55241268481527062 leaf_weight=8826 21 23 141 35 22 21 25 31 39 20 20 22 20 28 leaf_count=8826 21 23 141 35 22 21 25 31 39 20 20 22 20 28 internal_value=0 0.000835222 0.0044605 0.0101797 0.491162 0.0059251 0.00963557 0.0119717 -0.210247 -0.0973049 -0.166561 -0.200614 -0.0991153 -0.666653 internal_weight=0 9273 9250 9010 79 8931 8882 8857 240 201 181 57 161 49 internal_count=9294 9273 9250 9010 79 8931 8882 8857 240 201 181 57 161 49 is_linear=0 shrinkage=0.01 Tree=734 num_leaves=22 num_cat=2 split_feature=15 7 7 7 1 0 0 24 1 9 0 1 1 8 10 10 25 6 10 8 15 split_gain=214915 224384 197954 387250 566885 185489 182809 543597 452515 270378 196717 260515 236810 99538.9 115855 580684 104122 62410.2 23698.5 10673.1 3499.71 threshold=355.67500000000007 92.100000000000023 438.33250000000004 488.75250000000005 195.15000000000003 1265.0725000000002 123.63250000000001 0 415.60849999999999 67.800000000000011 252.37200000000004 403.91250000000008 160.85000000000005 331.12500000000006 96.07050000000001 119.77250000000002 1 52.547500000000007 114.60000000000002 494.73750000000007 765.88 decision_type=2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=2 20 5 -4 17 6 13 10 9 -9 12 -12 -8 14 16 -16 -1 -5 19 -15 -2 right_child=1 -3 3 4 -6 -7 7 8 -10 -11 11 -13 -14 18 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.11833767460869365 -0.25837773940392905 -1.4469197225570678 1.6548241551717124 -0.041929648550170839 1.5968177337646483 -0.79616579253098063 -0.048670423999428752 0.61224090850099611 2.0527812843322755 -0.63019440212845801 -0.18031987828793733 -1.3915525318327406 1.1979504098892213 -0.078346458244323736 1.7698303239995783 0.045533765951792406 0.0042365971553726045 -0.67779888288728118 -0.62705644970848451 -0.33504580155662872 -0.085179791092872631 leaf_weight=752 28 20 21 33 20 29 64 141 20 20 115 21 20 25 22 174 7653 29 21 46 20 leaf_count=752 28 20 21 33 20 29 64 141 20 20 115 21 20 25 22 174 7653 29 21 46 20 internal_value=0 -0.557008 0.00724402 0.443183 0.132884 0.00232221 0.00486852 0.213622 0.60093 0.457901 -0.126588 -0.367348 0.248144 -0.00476108 -0.00126138 0.239077 -0.00686594 -0.339352 -0.331945 -0.244659 -0.186212 internal_weight=0 68 9226 103 82 9123 9094 401 181 161 220 136 84 8693 8601 196 8405 62 92 71 48 internal_count=9294 68 9226 103 82 9123 9094 401 181 161 220 136 84 8693 8601 196 8405 62 92 71 48 cat_boundaries=0 1 2 cat_threshold=754 524544 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=197197 191214 142622 243690 235557 147020 111496 621217 390098 114338 174164 134787 98379.5 threshold=1422.3575000000001 1435.0600000000002 569.59500000000014 284.92500000000007 492.37500000000006 844.84875000000011 433.55000000000007 64.050000000000011 143.49000000000004 458.03625000000005 321.38250000000005 52.345500000000008 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=-0.0060409987944250246 -0.91009061237176259 0.92871131029996012 -0.68602615165710445 -1.3358697789055962 1.033011519692161 0.68147436059039579 0.3033473460602038 -1.1186689546207587 1.8156757246929667 -0.0037001061439514162 -0.5810054966863597 1.107853705406189 -0.19429781782216041 leaf_weight=8826 24 22 30 21 22 23 66 24 23 24 53 20 29 leaf_count=8826 24 22 30 21 22 23 66 24 23 24 53 20 29 internal_value=0 -0.00245523 -0.00469141 -0.374707 -0.000483905 -0.128555 -0.00300016 0.309145 0.694174 -0.00695314 -0.00947304 0.501552 0.193063 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 1 3 0 0 4 6 5 split_gain=303714 257912 252976 191936 122140 359586 252600 249425 477250 141612 225821 130939 116509 61450.3 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 42.904000000000003 58.875000000000007 174.37500000000003 366.58182000000005 352.38000000000005 1205.5225000000003 806.46500000000003 83.65000000000002 239.70000000000002 58.875000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 7 12 -7 9 11 10 -2 -9 13 -6 right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.14178301178653477 0.00083380567085201127 1.1093762642996652 -1.1235555870532989 -0.90329885855797798 -0.2074066783849037 -0.38189801556723463 -1.8533397645950316 0.024445754459926059 1.7792286101254551 -0.79973675294355917 0.9526248935699464 0.91231211698055259 0.6600215547735041 0.30097407616417982 leaf_weight=71 8615 21 20 62 132 28 20 98 22 22 25 20 22 29 leaf_count=71 8615 21 20 62 132 28 20 98 22 22 25 20 22 29 internal_value=0 0.00243577 -0.000129284 -0.462036 0.0023581 -0.224627 -0.994999 0.00831511 0.427035 0.00154752 0.00358783 0.174932 -0.0225626 -0.115835 internal_weight=0 9074 9053 133 9033 231 48 8802 140 8662 8640 118 183 161 internal_count=9207 9074 9053 133 9033 231 48 8802 140 8662 8640 118 183 161 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=737 num_leaves=15 num_cat=1 split_feature=25 4 1 26 14 0 1 1 3 0 0 4 6 5 split_gain=297670 252780 247942 188116 119710 352430 247573 244461 467753 138794 221327 128333 114191 60227.5 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 42.904000000000003 58.875000000000007 174.37500000000003 366.58182000000005 352.38000000000005 1205.5225000000003 806.46500000000003 83.65000000000002 239.70000000000002 58.875000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 7 12 -7 9 11 10 -2 -9 13 -6 right_child=1 -3 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.1403651994592707 0.00082546793699245073 1.098282485235305 -1.112320038318634 -0.89426586301096023 -0.20533261052899021 -0.37807904005050658 -1.8348063631057738 0.024201311821840248 1.7614363592321223 -0.79173931468616832 0.9430986118316651 0.90318903356790547 0.6534213274175471 0.29796431870296081 leaf_weight=71 8615 21 20 62 132 28 20 98 22 22 25 20 22 29 leaf_count=71 8615 21 20 62 132 28 20 98 22 22 25 20 22 29 internal_value=0 0.00241141 -0.00012799 -0.457415 0.00233452 -0.222381 -0.985049 0.00823196 0.422765 0.00153205 0.00355195 0.173182 -0.022337 -0.114677 internal_weight=0 9074 9053 133 9033 231 48 8802 140 8662 8640 118 183 161 internal_count=9207 9074 9053 133 9033 231 48 8802 140 8662 8640 118 183 161 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=738 num_leaves=13 num_cat=1 split_feature=25 4 1 26 11 3 26 3 7 8 3 3 split_gain=291746 247749 243008 184373 124040 143778 236934 169141 155369 107164 11762 9779.42 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 582.75000000000011 593.34250000000009 2022.5000000000002 432.41388000000001 548.95500000000004 54.499460000000006 904.12500000000011 488.75250000000005 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 -1 5 7 -7 8 -2 -6 -8 -9 right_child=1 -3 -4 -5 9 6 10 11 -10 -11 -12 -13 leaf_value=-0.13896154316535719 0.0011266439860898325 1.0872996157691592 -1.101196846485138 -0.88532321254091884 -0.84536365501582622 1.0122336586101635 0.073443213343620306 -0.47683010448109026 0.5203975778748281 0.04952261447906494 -0.26951401397585867 -0.77852623542149857 leaf_weight=71 8800 21 20 62 32 37 20 22 58 23 20 21 leaf_count=71 8800 21 20 62 32 37 20 22 58 23 20 21 internal_value=0 0.00238729 -0.000126711 -0.452841 0.00231117 0.00521157 0.435471 0.00148952 0.0045267 -0.471138 -0.0980354 -0.62417 internal_weight=0 9074 9053 133 9033 8978 77 8901 8858 55 40 43 internal_count=9207 9074 9053 133 9033 8978 77 8901 8858 55 40 43 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=739 num_leaves=13 num_cat=4 split_feature=25 4 1 26 11 1 8 3 24 25 25 8 split_gain=285940 242819 238172 180704 121572 141887 403882 321655 108397 295260 269576 105231 threshold=0 1422.3575000000001 1422.3575000000001 2022.5000000000002 582.75000000000011 366.58182000000005 99.529970000000006 352.38000000000005 1 2 3 140.91174000000004 decision_type=9 2 2 2 2 2 2 2 1 9 9 2 left_child=3 2 4 -1 5 8 7 -7 9 -2 -10 -6 right_child=1 -3 -4 -5 11 6 -8 -9 10 -11 -12 -13 leaf_value=-0.13757193496004796 -0.28855104796819075 1.0764267185756138 -1.0901848833262922 -0.8764699788824204 -0.79707922301973611 0.30226897475318376 -0.88408169110616042 1.6299288177490234 0.19911888544676737 -0.009015834032597354 -0.0012972069215738695 0.1122140824198723 leaf_weight=71 418 21 20 62 35 107 24 22 783 3248 4376 20 leaf_count=71 418 21 20 62 35 107 24 22 783 3248 4376 20 internal_value=0 0.00236342 -0.000125444 -0.448313 0.00228806 0.00515945 0.30708 0.528692 -7.49812e-05 -0.0415869 0.029447 -0.466427 internal_weight=0 9074 9053 133 9033 8978 153 129 8825 3666 5159 55 internal_count=9207 9074 9053 133 9033 8978 153 129 8825 3666 5159 55 cat_boundaries=0 2 3 5 8 cat_threshold=8192 16777216 433 524544 262144 268960128 67108864 4096 is_linear=0 shrinkage=0.01 Tree=740 num_leaves=10 num_cat=1 split_feature=4 0 25 10 19 10 10 7 16 split_gain=350987 251931 249441 134768 111928 73012.5 825387 83694.6 30097.3 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 202.65000000000003 67.800000000000011 103.13625000000002 548.95500000000004 14.796000000000001 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 7 -7 -4 -6 right_child=-2 -3 3 -5 8 6 -8 -9 -10 leaf_value=-0.41194428508997788 -1.044996473789215 0.87629746986157975 0.0010553462365282661 0.77206363014552903 -0.26677026039514784 1.6780745604634286 -0.033814216652132092 0.40345005731169992 -0.74390675067901613 leaf_weight=134 32 33 8626 23 39 32 235 52 20 leaf_count=134 32 33 8626 23 39 32 235 52 20 internal_value=0 0.00412312 0.000981353 0.00755894 0.00561447 0.00847791 0.171356 0.00346656 -0.428511 internal_weight=0 9194 9161 9027 9004 8945 267 8678 59 internal_count=9226 9194 9161 9027 9004 8945 267 8678 59 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=741 num_leaves=9 num_cat=1 split_feature=4 0 25 19 6 0 6 26 split_gain=343999 246921 244814 108079 102973 120848 93896.4 53709.3 threshold=1205.5225000000003 1219.7885000000003 0 417.78000000000003 1144.97 831.91125000000011 438.71000000000009 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=-0.23836321176210448 -1.0345464944839478 0.8675345964142771 0.013002033331656447 -0.55525248583625342 0.66376731554667157 -0.68642622146606447 -0.31902485792026963 -0.63877069133431164 leaf_weight=67 32 33 8858 34 24 25 86 67 leaf_count=67 32 33 8858 34 24 25 86 67 internal_value=0 0.00407741 0.000967043 0.00748335 0.00961922 0.00786879 0.00980947 -0.408111 internal_weight=0 9194 9161 9027 8993 8969 8944 134 internal_count=9226 9194 9161 9027 8993 8969 8944 134 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=742 num_leaves=10 num_cat=0 split_feature=4 19 6 12 12 9 4 8 12 split_gain=337154 163668 127046 77008 498132 150243 135939 26425.8 337.103 threshold=1205.5225000000003 559.05000000000007 1341.6425000000002 460.42500000000007 308.62500000000006 1016.9900000000001 494.73750000000007 45.778960000000005 747.7125000000002 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=0.0074348498943713438 -1.0242010307312013 -0.82068863312403373 0.74848245869512142 -0.46189401756633408 1.1974382836478097 -0.84271824371247062 -0.44807088178215609 -0.054446303276788621 -0.51861969470977787 leaf_weight=8962 32 24 23 22 35 21 66 21 20 leaf_count=8962 32 24 23 22 35 21 66 21 20 internal_value=0 0.00403664 0.00619513 0.00432866 0.00674501 0.00213961 0.00410483 -0.344086 -0.488906 internal_weight=0 9194 9170 9147 9084 9049 9028 63 42 internal_count=9226 9194 9170 9147 9084 9049 9028 63 42 is_linear=0 shrinkage=0.01 Tree=743 num_leaves=10 num_cat=1 split_feature=4 0 25 10 19 2 2 26 16 split_gain=330444 241797 239865 132049 106944 94825.5 173745 52586.4 29175.4 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 202.65000000000003 967.31750000000011 690.66750000000013 2022.5000000000002 14.796000000000001 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 7 4 5 6 -4 -1 -6 right_child=-2 -3 3 -5 8 -7 -8 -9 -10 leaf_value=-0.23605392415354501 -1.0139590483903884 0.85844815398707541 0.0084681049924517828 0.76412122643512237 -0.25966210438654974 0.52043784528970716 -0.84352587302525839 -0.63225375880056356 -0.72943396949768069 leaf_weight=67 32 33 8885 23 39 36 24 67 20 leaf_count=67 32 33 8885 23 39 36 24 67 20 internal_value=0 0.00399627 0.000918341 0.00736854 0.00544366 0.00824262 0.00617291 -0.404004 -0.418907 internal_weight=0 9194 9161 9027 9004 8945 8909 134 59 internal_count=9226 9194 9161 9027 9004 8945 8909 134 59 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=744 num_leaves=11 num_cat=1 split_feature=4 0 25 10 19 10 10 7 26 16 split_gain=323869 236985 235092 129421 104816 71657.2 808645 82062.6 51539.9 28594.8 threshold=1205.5225000000003 1219.7885000000003 0 1064.4750000000001 202.65000000000003 67.800000000000011 103.13625000000002 548.95500000000004 2022.5000000000002 14.796000000000001 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 8 4 5 7 -7 -4 -1 -6 right_child=-2 -3 3 -5 9 6 -8 -9 -10 -11 leaf_value=-0.23369339070658185 -1.0038194441795349 0.8498636598298045 0.00080799038789919353 0.75647999970809265 -0.25706547260284424 1.6608789682388305 -0.033559217001529452 0.39925993544551042 -0.62593122485858288 -0.72213962268829346 leaf_weight=67 32 33 8626 23 39 32 235 52 67 20 leaf_count=67 32 33 8626 23 39 32 235 52 67 20 internal_value=0 0.00395631 0.000909158 0.00729486 0.00538923 0.0081602 0.16952 0.00319558 -0.399964 -0.414718 internal_weight=0 9194 9161 9027 9004 8945 267 8678 134 59 internal_count=9226 9194 9161 9027 9004 8945 267 8678 134 59 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=745 num_leaves=14 num_cat=2 split_feature=5 0 4 25 24 6 26 2 12 6 7 6 26 split_gain=917662 446718 173139 113426 936789 362690 247137 181282 133987 287288 171357 50561.7 42197.6 threshold=1374.9750000000004 1587.2775000000001 1422.3575000000001 0 1 1.7878000000000001 2022.5000000000002 1052.6300000000003 362.12500000000006 50.730000000000011 426.65000000000009 44.590000000000011 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -10 -5 12 -6 right_child=-2 -3 -4 7 11 -7 -8 -9 9 -11 -12 -13 -14 leaf_value=0.4397889257050478 -2.0919796693892705 -1.4920977878570556 -0.9253746223449707 0.0013090520353124255 -0.20801305140886045 -0.47927282250844516 1.1453211234494258 -0.83579284310340884 0.0034935902512591814 1.4150806184042068 -0.46365819101035599 0.18088515758514404 -0.49235727999470025 leaf_weight=104 21 20 20 8576 108 26 95 26 46 21 80 20 101 leaf_count=104 21 20 20 8576 108 26 95 26 46 21 80 20 101 internal_value=0 0.000804693 0.00404204 0.00606185 0.15842 0.604606 0.776601 -0.002023 0.000459839 0.445931 -0.00298824 -0.286928 -0.345423 internal_weight=0 9243 9223 9203 454 225 199 8749 8723 67 8656 229 209 internal_count=9264 9243 9223 9203 454 225 199 8749 8723 67 8656 229 209 cat_boundaries=0 2 3 cat_threshold=532608 65537 915 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=587826 259472 174821 465874 264480 292240 133172 235282 131014 128493 117535 94811 65930.9 1196.78 threshold=1279.9550000000002 1205.5225000000003 0 1081.6425000000002 453.00000000000006 96.07050000000001 362.12500000000006 9.775500000000001 285.37500000000006 460.42500000000007 73.46250000000002 1.1200000000000003 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=0.26647399144918743 -1.5054074777089634 -0.89858534753322605 -0.0029114679766377672 -1.271253997539652 1.1488309952190945 1.1622857644007756 0.1053843203457919 1.3513000316619872 -0.51846881009638313 0.64206388158182948 0.22539348194109543 -0.49511947380644933 -0.02229020699617025 0.0032742190361022949 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 0.000326017 0.00345063 -0.00587224 0.20686 0.140448 -0.00170084 0.445804 -0.00508908 -0.000586827 -0.338916 0.0623078 0.112333 0.0521095 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=897445 291036 164810 80757.8 90115.7 110275 345623 200362 40927 20292.5 threshold=1374.9750000000004 1279.9550000000002 1374.9750000000004 1183.6900000000003 218.29500000000002 362.12500000000006 494.73750000000007 103.13625000000002 114.60000000000002 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=0.012076541702446271 -2.0687704149882 -1.0989402943849564 -0.88118884949457088 0.64046924591064458 -0.25756300529918158 1.4037180510811182 -0.12128002393813361 -0.30801584966667001 -0.647944347003232 0.088357689597389918 leaf_weight=8794 21 24 21 20 74 23 42 200 23 22 leaf_count=8794 21 24 21 20 74 23 42 200 23 22 internal_value=0 0.000833174 0.00369624 0.00571652 0.00433332 0.00792468 0.418335 0.00495863 -0.269063 -0.17829 internal_weight=0 9243 9219 9198 9178 9059 65 8994 119 96 internal_count=9264 9243 9219 9198 9178 9059 65 8994 119 96 is_linear=0 shrinkage=0.01 Tree=748 num_leaves=16 num_cat=3 split_feature=5 2 25 24 7 12 12 7 14 9 8 5 24 2 7 split_gain=879586 285244 171217 903619 124909 108901 285524 208369 104576 115871 87655.3 54379.7 52587.6 34524.3 17062.1 threshold=1374.9750000000004 1279.9550000000002 0 1 44.590000000000011 362.12500000000006 465.34500000000008 426.65000000000009 460.42500000000007 541.42000000000019 132.33750000000001 74.355000000000004 2 58.875000000000007 648.00000000000011 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 3 -1 11 7 -7 8 9 -4 -8 12 -5 14 -9 right_child=-2 -3 5 4 -6 6 10 13 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.84662578914132158 -2.048082705906459 -1.0879508817195893 -0.0036876859131283785 0.0072339718107484342 0.54405440454681719 1.3971351635456086 -0.34673970268618676 -0.53924679644902551 0.5578558895804665 -0.54999748414525618 0.49001906576610749 -0.68642008239572705 -0.30384162113686236 -0.81809418029785153 -0.19601213314703533 leaf_weight=133 21 24 8595 107 24 20 31 30 33 39 21 22 111 25 28 leaf_count=133 21 24 8595 107 24 20 31 30 33 39 21 22 111 25 28 internal_value=0 0.000824843 0.00365927 0.204189 -0.138549 -0.00558993 0.381725 -0.00878336 -0.00400788 -0.00615538 -0.00881789 -0.212582 -0.164764 -0.507447 -0.373547 internal_weight=0 9243 9219 397 264 8822 72 8750 8667 8634 52 240 218 83 58 internal_count=9264 9243 9219 397 264 8822 72 8750 8667 8634 52 240 218 83 58 cat_boundaries=0 2 3 4 cat_threshold=532480 65537 531 2440 is_linear=0 shrinkage=0.01 Tree=749 num_leaves=17 num_cat=2 split_feature=2 4 25 24 3 26 6 7 6 3 26 10 8 1 3 16 split_gain=558233 249569 168822 949654 222466 212387 146007 146216 97710.5 85993.5 74239.5 50268.5 51105.4 21016 11663.4 1783.52 threshold=1279.9550000000002 1205.5225000000003 0 1 195.15000000000003 2022.5000000000002 1253.9725000000001 426.65000000000009 422.52500000000009 644.32500000000016 2022.5000000000002 19.610625000000002 21.101500000000005 1.1200000000000003 13.037000000000001 1.1200000000000003 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 10 -1 7 8 9 -4 13 12 -9 -5 -10 -12 right_child=-2 -3 6 4 -6 -7 -8 11 14 -11 15 -13 -14 -15 -16 -17 leaf_value=0.56485494762214261 -1.4669998527490176 -0.88124825894832615 0.0013452550998227517 0.010256327621638774 0.86925903981924058 1.3839854151904585 0.80788046576760042 -0.48853275935317192 -0.29869747893754828 -0.45224778269728028 -0.37771312213638453 -0.85730255222320551 0.095459720777428675 -0.3448439149856567 -0.58621068386804487 -0.47343608299891154 leaf_weight=67 26 32 8598 100 20 60 22 43 43 42 103 20 23 20 21 24 leaf_count=67 26 32 8598 100 20 60 22 43 43 42 103 20 23 20 21 24 internal_value=0 0.000342622 0.00340703 0.203296 -0.139902 0.882368 -0.00575452 -0.00779746 -0.00374337 -0.000859711 -0.22728 -0.418109 -0.28502 -0.048927 -0.393038 -0.395803 internal_weight=0 9238 9206 394 267 127 8812 8790 8704 8640 247 86 66 120 64 127 internal_count=9264 9238 9206 394 267 127 8812 8790 8704 8640 247 86 66 120 64 127 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=324535 253871 217855 256643 311975 212203 140917 128495 126759 209770 117280 103320 84394.2 42940.5 35714.9 9799.13 8337.46 11326.3 4374.06 1947.16 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 802.66250000000002 525.67500000000007 1265.0725000000002 470.16250000000008 569.59500000000014 538.6450000000001 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 -15 19 -18 -9 -7 right_child=6 -3 3 -5 -6 10 -8 12 11 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21 leaf_value=0.24488244947134438 -0.4055914566434663 1.0194003398895264 0.96220311431884764 1.5246370773315432 -0.63397906621297206 -0.27968489685058595 -1.225068155635487 -0.30827791600000287 -0.0043515766683566177 -0.030404191202438726 -0.99086328359665699 0.25815853318065601 -0.90608887900005686 -0.44364189236252394 0.095115934567792076 -0.73568425416946415 0.009237023643825365 -0.29825329399108891 -0.13286449063907971 -0.41030184291657945 leaf_weight=580 29 25 25 20 24 25 22 21 7474 524 27 153 22 27 28 20 23 25 44 21 leaf_count=580 29 25 25 20 24 25 22 21 7474 524 27 153 22 27 28 20 23 25 44 21 internal_value=0 0.0130828 0.01029 0.570034 0.1804 0.00596934 -0.497956 0.0116767 0.0154873 0.115121 -0.409964 0.000913261 -0.370734 -0.344143 -0.15963 -0.567915 -0.24311 -0.150914 -0.189537 -0.339314 internal_weight=0 9033 9008 69 49 8939 126 8818 8731 1104 121 7627 87 104 57 47 94 48 65 46 internal_count=9159 9033 9008 69 49 8939 126 8818 8731 1104 121 7627 87 104 57 47 94 48 65 46 cat_boundaries=0 2 3 cat_threshold=67641600 1 603 is_linear=0 shrinkage=0.01 Tree=751 num_leaves=15 num_cat=0 split_feature=12 12 9 18 15 1 3 2 4 1 12 1 15 15 split_gain=287958 251118 195157 135549 127725 120894 671611 358167 150707 123319 49789.7 34507.8 19333.8 2023.07 threshold=426.87000000000006 308.62500000000006 422.52500000000009 677.77500000000009 159.56250000000003 438.04750000000007 475.26000000000005 73.320000000000007 1219.7885000000003 169.17500000000004 595.50000000000011 49.650000000000006 674.04250000000013 265.62000000000006 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 9 -1 -2 12 13 -6 right_child=2 -3 -4 -5 11 6 -8 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.017470957640150171 -0.60752967900243304 0.94051501438535501 -1.4080192754382179 -0.77550975322723392 -0.10566401637262768 0.38066249865432122 2.0025875873565675 -0.79598216254968901 -0.85713562011718747 -0.24211874914958198 -0.050759307808346213 -0.67800207744945185 -0.50369035834357856 -0.21243411942890714 leaf_weight=8558 29 29 21 22 36 86 20 37 20 187 36 22 21 35 leaf_count=8558 29 29 21 22 36 86 20 37 20 187 36 22 21 35 internal_value=0 0.0114533 -0.569931 0.00847424 0.010386 0.0146424 0.303059 0.0267125 0.00993697 0.01192 -0.299165 -0.322216 -0.237137 -0.158297 internal_weight=0 9073 86 9044 9022 8908 143 123 8765 8745 65 114 92 71 internal_count=9159 9073 86 9044 9022 8908 143 123 8765 8745 65 114 92 71 is_linear=0 shrinkage=0.01 Tree=752 num_leaves=17 num_cat=0 split_feature=5 5 0 0 26 2 4 4 3 3 3 5 3 0 5 0 split_gain=317094 248429 213672 207989 182103 167119 163940 125821 120803 330270 206076 110775 61276.2 19565.4 17914.8 6099.59 threshold=437.62500000000006 365.16250000000008 744.3325000000001 360.99000000000007 2022.5000000000002 449.64000000000004 1205.5225000000003 210.75000000000003 593.34250000000009 890.22500000000014 449.26500000000004 992.8900000000001 231.15000000000003 433.55000000000007 619.41500000000008 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 -4 7 8 11 10 -10 -1 14 13 -5 -2 -15 right_child=5 -3 4 12 -6 -7 -8 -9 9 -11 -12 -13 -14 15 -16 -17 leaf_value=0.013660726244433093 -0.09582419946193696 1.0083566112518312 0.086707251265242286 -0.29540017159779869 1.1168728995323181 -1.1896320355380023 -0.83166968967603594 0.20209744352282902 1.3912346084221552 -0.20151556795835496 -0.81657097053527838 -1.1538704263596307 0.085130006245204393 -0.70235846102237698 -0.49736296185851098 -0.51497451128144012 leaf_weight=8712 25 25 37 30 32 27 23 33 23 30 30 21 21 32 20 38 leaf_count=8712 25 25 37 30 32 27 23 33 23 30 30 21 21 32 20 38 internal_value=0 0.0128836 0.0101209 0.00584191 0.564465 -0.492262 0.0114924 -0.30207 0.0136973 0.489678 0.0108116 -0.554154 -0.40594 -0.509065 -0.274286 -0.600636 internal_weight=0 9033 9008 8939 69 126 8818 99 8795 53 8742 66 121 100 45 70 internal_count=9159 9033 9008 8939 69 126 8818 99 8795 53 8742 66 121 100 45 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 4 3 3 3 1 5 26 5 0 0 split_gain=310783 243485 209420 250905 566617 203850 163793 160677 123318 118399 323697 201975 115923 108571 27380.3 17558.3 14725.8 2460 threshold=437.62500000000006 365.16250000000008 744.3325000000001 244.35500000000002 2022.5000000000002 360.99000000000007 449.64000000000004 1205.5225000000003 210.75000000000003 593.34250000000009 890.22500000000014 449.26500000000004 228.76800000000003 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 8 9 13 11 -11 -1 14 15 16 -2 -7 -16 right_child=6 -3 3 -5 -6 12 -8 -9 -10 10 -12 -13 -14 -15 17 -17 -18 -19 leaf_value=0.013524118569009074 -0.094865977668762216 0.99827303123474131 -0.79711383925543888 1.502692232131958 1.3648567407781429 0.1233646262775768 -1.1777357129697448 -0.8233530036262845 0.20007643193909616 1.3773223165843798 -0.19950040614604952 -0.80840526135762536 -0.97941034389866732 -1.1423317277999152 -0.46893005971555357 -0.49238934765756126 -0.23137295455932616 -0.32260483598709111 leaf_weight=8712 25 25 27 20 22 22 27 23 33 23 30 30 27 21 27 20 25 20 leaf_count=8712 25 25 27 20 22 22 27 23 33 23 30 30 27 21 27 20 25 20 internal_value=0 0.0127548 0.0100197 0.558821 0.173567 0.00578349 -0.487339 0.0113774 -0.299049 0.0135604 0.484781 0.0107035 -0.401881 -0.548612 -0.235995 -0.271543 -0.0653256 -0.406664 internal_weight=0 9033 9008 69 49 8939 126 8818 99 8795 53 8742 121 66 94 45 47 47 internal_count=9159 9033 9008 69 49 8939 126 8818 99 8795 53 8742 121 66 94 45 47 47 is_linear=0 shrinkage=0.01 Tree=754 num_leaves=16 num_cat=0 split_feature=12 12 9 18 15 1 3 2 1 3 6 12 1 15 15 split_gain=280560 246288 188911 133387 125094 119209 660984 350169 138130 182506 171080 48834.4 33707.5 18750.1 2045.87 threshold=426.87000000000006 308.62500000000006 422.52500000000009 677.77500000000009 159.56250000000003 438.04750000000007 475.26000000000005 73.320000000000007 169.17500000000004 231.15000000000003 1144.97 595.50000000000011 49.650000000000006 674.04250000000013 265.62000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 11 4 5 8 7 -7 10 -10 -1 -2 13 14 -6 right_child=2 -3 -4 -5 12 6 -8 -9 9 -11 -12 -13 -14 -15 -16 leaf_value=0.017775652533510745 -0.60165668898615343 0.93128860539403469 -1.3872321403594245 -0.76945239153775302 -0.10435142434305615 0.37658789306185969 1.9867916927337645 -0.78684523202277523 -0.36781547073914106 0.60046294732527306 -0.90818334865570072 -0.05025322145885891 -0.67064379719170664 -0.49741932789484661 -0.21172142500536784 leaf_weight=8554 29 29 21 22 36 86 20 37 169 22 20 36 22 21 35 leaf_count=8554 29 29 21 22 36 86 20 37 169 22 20 36 22 21 35 internal_value=0 0.0112047 -0.562663 0.00825442 0.0101508 0.0143632 0.300763 0.0266121 0.00969066 -0.256286 0.0156157 -0.296264 -0.319008 -0.234921 -0.15728 internal_weight=0 9073 86 9044 9022 8908 143 123 8765 191 8574 65 114 92 71 internal_count=9159 9073 86 9044 9022 8908 143 123 8765 191 8574 65 114 92 71 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 0 26 10 5 5 7 0 0 0 0 split_gain=540239 200372 195949 426013 484038 351108 254582 234218 179137 141402 250572 130590 123108 90239.8 70474.5 87695.8 54430.3 14527.8 9974.11 4460.64 11704.3 threshold=1279.9550000000002 1062.9250000000002 0 1 210.75000000000003 313.88000000000005 449.26500000000004 52.095000000000006 263.99500000000006 252.37200000000004 66.112500000000011 228.76800000000003 2022.5000000000002 32.21126000000001 365.16250000000008 460.42500000000007 226.95300000000003 123.63250000000001 569.59500000000014 429.49500000000006 331.12500000000006 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 12 11 10 13 14 -5 -1 16 -16 -4 -9 19 20 -10 right_child=-2 -3 8 4 5 6 -8 17 18 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 leaf_value=-0.37269682939142684 -1.3848874141430034 0.69740013318184102 0.0013147882658799644 0.079067397222799415 1.833131980895996 -0.43858861852575232 0.75440834434527282 -0.93913421557499821 -0.27319993830539963 -0.99923045052422421 0.62428993444442749 0.65134297240164973 -0.18092323085245951 -1.0636610851287842 0.84745596235448661 0.016229858616987863 -0.25464169980692014 -0.58064415836334227 -0.59486237179149282 -0.2437694835662842 -0.54856737430753377 leaf_weight=344 29 39 7605 374 20 27 53 26 33 36 25 31 355 20 22 30 84 20 22 25 29 leaf_count=344 29 39 7605 374 20 27 53 26 33 36 25 31 355 20 22 30 84 20 22 25 29 internal_value=0 -0.0178637 -0.0209021 -0.134144 -0.00664692 0.648044 0.351772 -0.0912089 -0.00204963 -0.390451 -0.344148 0.00359388 -0.0475398 -0.410662 0.000999869 0.367902 -0.00148146 -0.783269 -0.404635 -0.356532 -0.402001 internal_weight=0 9220 9181 1300 875 100 80 775 7881 425 389 7772 729 364 7741 52 7689 46 109 87 62 internal_count=9249 9220 9181 1300 875 100 80 775 7881 425 389 7772 729 364 7741 52 7689 46 109 87 62 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 4 10 2 5 0 0 0 0 0 split_gain=529489 249242 199745 457707 631131 399844 426175 220195 154956 216973 131672 127695 111879 89409 73902 73927.8 32638.4 19335.6 14238.7 1741.21 1242.31 threshold=1279.9550000000002 1332.8500000000001 0 1 210.75000000000003 352.38000000000005 9.775500000000001 52.095000000000006 252.37200000000004 66.112500000000011 263.99500000000006 228.76800000000003 511.57000000000005 32.21126000000001 557.67000000000019 365.16250000000008 543.33000000000004 362.12500000000006 123.63250000000001 540.74500000000012 313.88000000000005 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 20 -9 -10 -12 right_child=-2 -3 10 4 5 -7 -8 18 19 -11 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 leaf_value=-0.36567791036076164 -1.371038538505291 1.0705083881957191 -0.0024643854958174079 -0.037116738025869067 0.75181268957821101 1.8993752939050847 -0.89341896057128911 -0.92974288646991443 -0.9222109117507935 0.57837819347778952 -0.26034703187644481 0.64482953290785516 -0.65073250555223039 -1.0530244903564454 0.58048617969859728 0.37953764671204132 -0.087238648565191979 -0.61535138342115614 -0.57483772850036619 -1.0525855196089973 -0.36517873112112287 leaf_weight=352 29 21 7629 716 74 22 20 26 20 24 26 31 31 20 22 51 38 36 20 21 20 leaf_count=352 29 21 7629 716 74 22 20 26 20 24 26 31 31 20 22 51 38 36 20 21 20 internal_value=0 -0.0176851 -0.0201693 -0.132237 -0.00311898 0.685793 0.401763 -0.103932 -0.394735 -0.343177 -0.000791591 0.00430829 -0.0625814 -0.402632 0.00173024 7.23467e-05 -0.329503 -0.441771 -0.775436 -0.988988 -0.305926 internal_weight=0 9220 9199 1346 909 116 94 793 437 396 7853 7733 747 372 7702 7680 120 82 46 41 46 internal_count=9249 9220 9199 1346 909 116 94 793 437 396 7853 7733 747 372 7702 7680 120 82 46 41 46 cat_boundaries=0 2 3 cat_threshold=17314048 128 195 is_linear=0 shrinkage=0.01 Tree=757 num_leaves=15 num_cat=1 split_feature=5 0 25 26 0 16 1 0 1 1 1 4 4 9 split_gain=518952 194540 188692 169847 240200 151385 98810.6 324879 189443 132147 151094 97932.9 76627.2 4440.04 threshold=1279.9550000000002 1062.9250000000002 0 2022.5000000000002 66.112500000000011 1.1200000000000003 487.50000000000006 143.49000000000004 415.60849999999999 947.25000000000011 629.70000000000016 1058.7500000000002 575.22000000000014 96.07050000000001 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 13 8 9 11 10 -8 12 -4 -5 right_child=-2 -3 6 5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.20559774031165901 -1.3573281640019912 0.68726799891545232 -0.01322658452780447 -0.65183380967684335 0.97098929309844983 0.26209006690979003 -0.36725866460800172 1.1715250829060873 -0.79618585432729416 -0.60412671480860025 0.80961342096328737 -0.69514786584036681 0.47701805759221316 -0.81298328649430052 leaf_weight=131 29 39 8711 92 20 20 20 30 31 28 24 21 32 21 leaf_count=131 29 39 8711 92 20 20 20 30 31 28 24 21 32 21 internal_value=0 -0.0175082 -0.0205021 -0.269772 -0.0497584 -0.539846 -0.0122282 0.297213 -0.0158308 -0.0670833 0.274672 -0.0130706 -0.0114323 -0.681782 internal_weight=0 9220 9181 284 151 133 8897 102 8795 72 44 8764 8743 113 internal_count=9249 9220 9181 284 151 133 8897 102 8795 72 44 8764 8743 113 cat_boundaries=0 1 cat_threshold=532480 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=508625 243462 153117 109677 111439 245511 112187 45161 25634.8 threshold=1279.9550000000002 1332.8500000000001 947.25000000000011 1062.9250000000002 652.50000000000011 508.59600000000006 677.77500000000009 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=-0.017630644380238817 -1.3437548989263075 1.0581671065943581 -0.78610992688399095 0.53325887256198456 -0.79743330738761209 1.0150727014956267 -0.71692513217096743 0.010564773423331125 -0.46785152643918992 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 -0.0173332 -0.0197884 -0.0176163 -0.0197868 -0.0167852 -0.0194084 -0.426121 -0.244591 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=498503 238617 194063 449186 615594 302908 295458 256880 153644 211694 130374 243339 125150 107296 96965.3 86891.7 75889.4 3312.08 2909.99 threshold=1279.9550000000002 1332.8500000000001 0 1 1183.6900000000003 287.36250000000007 352.38000000000005 52.095000000000006 252.37200000000004 66.112500000000011 263.99500000000006 138.37500000000003 228.76800000000003 561.85750000000019 561.34500000000014 32.21126000000001 365.16250000000008 67.485000000000014 307.23750000000007 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=-0.36097827565178953 -1.3303173426924082 1.0475854122071038 -0.0024422680727952963 -0.055350156594067813 1.7328266087770461 0.2047218736849333 1.5707560906410216 -0.75217838036386597 -1.0694650032406761 0.57159421637654306 -0.41894472599029542 -1.3053175481160484 0.63868979900113998 0.73352675688266755 0.37817960773195536 -1.0385795497894288 0.38459412968626211 -0.88965329647064206 -0.27662170501900657 leaf_weight=352 29 21 7631 736 20 76 20 57 21 24 20 21 31 20 28 20 51 20 51 leaf_count=352 29 21 7631 736 20 76 20 57 21 24 20 21 31 20 28 20 51 20 51 internal_value=0 -0.0171598 -0.0195905 -0.130052 -0.002156 -0.0412125 0.489312 -0.105437 -0.390088 -0.338681 -0.000491157 -0.327577 0.0045839 0.00203167 -0.120177 -0.397408 0.000127226 -0.981752 -0.316713 internal_weight=0 9220 9199 1346 909 889 96 793 437 396 7853 120 7733 7702 99 372 7682 41 71 internal_count=9249 9220 9199 1346 909 889 96 793 437 396 7853 120 7733 7702 99 372 7682 41 71 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 2 19 0 0 10 split_gain=375698 219362 167311 142738 172323 277847 190081 threshold=1435.0600000000002 1422.3575000000001 1374.9750000000004 682.87500000000011 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=5.0949372704005451e-05 1.3718064088821411 -1.0464095954895019 0.915653086423874 -0.82347402845110207 0.72323644927053732 -1.0534754318237305 0.97601169013977063 leaf_weight=9080 20 20 20 21 33 25 20 leaf_count=9080 20 20 20 21 33 25 20 internal_value=0 -0.000259824 0.00201466 2.39478e-05 0.00191229 -0.000696332 0.00219592 internal_weight=0 9219 9199 9179 9158 9125 9100 internal_count=9239 9219 9199 9179 9158 9125 9100 is_linear=0 shrinkage=0.01 Tree=761 num_leaves=8 num_cat=0 split_feature=5 4 2 19 0 0 10 split_gain=368222 214996 163981 139897 168894 272318 186299 threshold=1435.0600000000002 1422.3575000000001 1374.9750000000004 682.87500000000011 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=5.0439314719798287e-05 1.3580883817672731 -1.0359455070495605 0.90649656558036806 -0.81523927597772516 0.71600411617394655 -1.042940682220459 0.9662515945434571 leaf_weight=9080 20 20 20 21 33 25 20 leaf_count=9080 20 20 20 21 33 25 20 internal_value=0 -0.000257226 0.00199452 2.37079e-05 0.00189317 -0.000689369 0.00217396 internal_weight=0 9219 9199 9179 9158 9125 9100 internal_count=9239 9219 9199 9179 9158 9125 9100 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=360894 210718 160718 137113 165533 266899 182591 threshold=1435.0600000000002 1422.3575000000001 1374.9750000000004 682.87500000000011 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=4.9935265948856459e-05 1.3445074691772463 -1.0255860443115234 0.89743161344528211 -0.80708689008440293 0.70884397333318538 -1.0325112777709962 0.95658905982971199 leaf_weight=9080 20 20 20 21 33 25 20 leaf_count=9080 20 20 20 21 33 25 20 internal_value=0 -0.000254654 0.00197457 2.34707e-05 0.00187424 -0.000682475 0.00215222 internal_weight=0 9219 9199 9179 9158 9125 9100 internal_count=9239 9219 9199 9179 9158 9125 9100 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=353712 206525 135035 189496 262433 178332 140135 threshold=1435.0600000000002 1422.3575000000001 682.87500000000011 1165.3425000000004 831.91125000000011 1064.4750000000001 582.96000000000015 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=0.0036402321125739022 1.3310623292922974 -1.0153301887512207 -0.7990160242716472 0.73819336373465405 -1.0221861442565918 0.94702317237854006 -0.79543419231068002 leaf_weight=9076 20 20 21 35 25 20 22 leaf_count=9076 20 20 21 35 25 20 22 internal_value=0 -0.000252106 0.00195483 0.00378751 0.000976157 0.00378149 0.00170798 internal_weight=0 9219 9199 9178 9143 9118 9098 internal_count=9239 9219 9199 9178 9143 9118 9098 is_linear=0 shrinkage=0.01 Tree=764 num_leaves=8 num_cat=0 split_feature=4 3 0 0 10 18 13 split_gain=216683 199885 138129 274601 175066 158543 106112 threshold=1265.0725000000002 1265.0725000000002 1165.3425000000004 831.91125000000011 1064.4750000000001 582.96000000000015 218.29500000000002 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=0.0069283965848110952 0.85109033966064462 -0.85931403954823804 0.61213473448882239 -0.97164557226772974 0.93755293655395511 -0.82826681987099027 -0.29747378707445898 leaf_weight=8957 30 27 37 29 20 23 116 leaf_count=8957 30 27 37 29 20 23 116 internal_value=0 -0.000160561 0.00236581 -0.00010127 0.00298943 0.000934537 0.00303656 internal_weight=0 9209 9182 9145 9116 9096 9073 internal_count=9239 9209 9182 9145 9116 9096 9073 is_linear=0 shrinkage=0.01 Tree=765 num_leaves=10 num_cat=1 split_feature=3 5 4 13 9 10 24 0 13 split_gain=248282 298332 162107 98066.3 113841 95159 756544 94403.3 91298.4 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 494.36250000000007 1064.4750000000001 64.050000000000011 0 433.55000000000007 1158.4775000000002 decision_type=2 2 2 2 2 2 1 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=-0.0013416519391776449 -0.83188541697131257 1.2202086410522461 -0.88004949842180524 -0.76685043603181846 0.72057005903937599 0.74127356131871536 -0.26669061924191728 -0.26496292949586675 0.05913832001064135 leaf_weight=8677 36 20 21 32 22 122 164 138 23 leaf_count=8677 36 20 21 32 22 122 164 138 23 internal_value=0 0.000198957 -0.00245353 -0.000445516 0.00209252 0.000355735 0.179874 -0.00546868 -0.421437 internal_weight=0 9219 9199 9178 9123 9101 286 8815 55 internal_count=9255 9219 9199 9178 9123 9101 286 8815 55 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=243344 292393 158883 96117.1 111574 89481.6 70273.1 122109 76818.2 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=0.0015066234834339477 -0.82356656518247395 1.2080065431594849 -0.87124899092174712 -0.75918193399906164 0.71336433887481687 0.058546944079191789 -0.50469447875232032 0.74742983688007703 0.044636985737344495 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 0.000202115 -0.00242383 -0.00043589 0.0020768 -0.417223 0.000357392 0.0033304 -0.259362 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=238501 286574 148410 722588 100630 129789 144976 218879 187998 92898.9 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=-0.32600207451411656 -0.81533088074790105 1.1959264678955079 -0.0042159698034974456 1.1980074191093446 -0.76993948560772529 0.78055496601831353 -0.46676946335984754 0.65753977727890023 0.73013409314836775 0.057961479269939921 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 0.000200094 -0.00239959 0.325502 -0.00730399 -0.00468751 -0.00652055 -0.315855 -0.00131078 -0.429909 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 8 7 3 split_gain=233755 280871 155845 155003 98014.3 377941 185041 126198 125891 threshold=1205.5225000000003 1279.9550000000002 1341.6425000000002 0 515.18500000000006 1295.4950000000001 715.87500000000011 323.80000000000007 368.63682000000006 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 -1 5 8 -6 -8 -5 right_child=-2 -3 -4 4 6 -7 7 -9 -10 leaf_value=0.33594493079627002 -0.80717758827739294 1.1839672679901123 -0.862855636051723 -0.00099830552921273863 1.1007222801706065 -1.2887286924279255 -0.32953618871314183 0.66623296070098881 -0.33987786025614358 leaf_weight=125 36 20 21 8841 23 23 35 20 111 leaf_count=125 36 20 21 8841 23 23 35 20 111 internal_value=0 0.000198094 -0.0023756 -0.00040675 -0.00541606 -0.0084895 0.347532 0.0325617 -0.00520023 internal_weight=0 9219 9199 9178 9053 8975 78 55 8952 internal_count=9255 9219 9199 9178 9053 8975 78 55 8952 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=229106 275280 152745 74779.4 108169 268194 156336 168247 129996 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=-0.0001900511376083109 -0.79910582078827763 1.1721275730133056 -0.85422708057221908 0.52509691591616037 -0.47297535841805599 0.83972094686407783 -0.95297758694352785 0.65922777857099268 -0.73713825424512225 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 0.000199756 -0.00234819 -0.000399023 -0.0019495 0.00137953 -0.35702 -0.0483992 -0.00214915 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=16 num_cat=1 split_feature=4 25 2 26 14 12 12 7 11 5 11 4 12 26 11 split_gain=389961 286017 216664 143006 129744 133458 128591 727645 196562 153861 98880.4 54272.4 38101.3 14670.6 3382.9 threshold=1530.8125000000002 0 817.62000000000012 2022.5000000000002 75.840000000000018 338.38500000000005 308.62500000000006 96.632500000000022 451.12500000000006 1164.6975000000002 283.87500000000006 107.39000000000001 541.75000000000011 2022.5000000000002 715.87500000000011 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 4 -4 6 10 8 12 9 -3 11 -6 -8 -1 -10 right_child=-2 2 3 -5 5 -7 7 -9 14 -11 -12 -13 -14 -15 -16 leaf_value=-0.38207734589256459 1.4005858383178711 0.01281678679171061 1.1482271134411848 0.16690109599720349 -0.31204156057158516 -0.96413412405096965 0.13124247993741717 2.0118111773899621 -0.76906998443603514 -0.86528805828094479 0.50788629467785351 0.24640595412254335 -0.36689290348221276 -0.59642868260868265 -0.5893720384077592 leaf_weight=67 20 8720 27 33 134 23 28 21 20 20 20 20 34 61 22 leaf_count=67 20 8720 27 33 134 23 28 21 20 20 20 20 34 61 22 internal_value=0 0.00272251 0.00954496 0.608498 0.00558979 -0.248238 0.0112304 0.402994 0.00752779 0.0108074 -0.153608 -0.239516 -0.141929 -0.44914 -0.674942 internal_weight=0 9250 9122 60 9062 197 8865 83 8782 8740 174 154 62 128 42 internal_count=9270 9250 9122 60 9062 197 8865 83 8782 8740 174 154 62 128 42 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 0 26 26 split_gain=382201 280325 268627 123091 152187 142214 132097 131759 14378.6 threshold=1530.8125000000002 0 1374.9750000000004 1005.9575000000001 817.62000000000012 744.3325000000001 453.00000000000006 2022.5000000000002 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 left_child=1 8 3 4 5 6 -3 -6 -1 right_child=-2 2 -4 -5 7 -7 -8 -9 -10 leaf_value=-0.37825657231594201 1.3865799789428712 0.0065205959227742543 1.0660278479258221 -0.75804705120268323 1.0491791915893556 0.80824054457924588 -0.44592185385869104 0.07657319180170695 -0.59046439835282616 leaf_weight=67 20 8934 24 21 26 22 65 30 61 leaf_count=67 20 8934 24 21 26 22 65 30 61 internal_value=0 0.00269529 0.00944951 0.0066727 0.00844191 0.00521576 0.00325259 0.52814 -0.444649 internal_weight=0 9250 9122 9098 9077 9021 8999 56 128 internal_count=9270 9250 9122 9098 9077 9021 8999 56 128 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=772 num_leaves=14 num_cat=2 split_feature=4 25 2 26 2 4 1 2 24 3 26 2 2 split_gain=374595 274747 208615 137465 129103 147293 270482 153798 134457 68310.1 14092.5 376.351 52.7574 threshold=1530.8125000000002 0 817.62000000000012 2022.5000000000002 569.59500000000014 344.21500000000003 259.87500000000006 437.62500000000006 1 319.13250000000005 2022.5000000000002 660.10000000000002 479.25000000000006 decision_type=2 9 2 2 2 2 2 2 1 2 2 2 2 left_child=1 10 4 -4 5 7 9 8 -3 -7 -1 -6 -9 right_child=-2 2 3 -5 11 6 -8 12 -10 -11 -12 -13 -14 leaf_value=-0.37447401100491634 1.3727142257690428 0.045902793623225871 1.1262468140213577 0.16411956454768326 -0.592062599182129 0.25542748486482969 1.2952532383799553 0.59536948794410349 -0.033065472048314372 -0.33337841091156006 -0.58455975712322794 -0.53071517133712764 0.61778490702311195 leaf_weight=67 20 3700 27 33 20 93 24 21 5138 25 61 20 21 leaf_count=67 20 3700 27 33 20 93 24 21 5138 25 61 20 21 internal_value=0 0.00266833 0.00935501 0.597077 0.005474 0.00798725 0.32751 0.00287777 8.86108e-06 0.13068 -0.440202 -0.561389 0.606577 internal_weight=0 9250 9122 60 9062 9022 142 8880 8838 118 128 40 42 internal_count=9270 9250 9122 60 9062 9022 142 8880 8838 118 128 40 42 cat_boundaries=0 2 3 cat_threshold=8192 16777216 110 is_linear=0 shrinkage=0.01 Tree=773 num_leaves=9 num_cat=0 split_feature=5 5 0 2 26 2 2 3 split_gain=285226 1.06762e+06 352666 87520.2 163481 88307.1 123957 120585 threshold=1587.2775000000001 1144.97 1219.7885000000003 817.62000000000012 2022.5000000000002 569.59500000000014 485.55000000000001 652.50000000000011 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=0.00016740948791116531 -1.1873508281707765 2.2603379485720683 1.1442271479853878 0.97508219865652235 -0.10015159453115155 -0.4903077976123707 0.71694374561309815 -0.46949404642256826 leaf_weight=9029 20 21 27 26 31 37 24 55 leaf_count=9029 20 21 27 26 31 37 24 55 internal_value=0 0.00814738 0.00302267 -0.000325791 0.390306 -0.00276057 -0.000779972 -0.0026762 internal_weight=0 9250 9229 9202 57 9145 9108 9084 internal_count=9270 9250 9229 9202 57 9145 9108 9084 is_linear=0 shrinkage=0.01 Tree=774 num_leaves=8 num_cat=1 split_feature=4 25 0 0 19 0 0 split_gain=365459 269102 257480 120953 118063 112786 123073 threshold=1530.8125000000002 0 1374.9750000000004 1005.9575000000001 492.13750000000005 744.3325000000001 603.77750000000015 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=-0.43570469247258231 1.3558290252685548 0.0064328637895638332 1.0436330318450928 -0.75155586242675787 0.72380035649175223 0.69104205687840781 -0.74242654800415042 leaf_weight=128 20 9008 24 21 23 24 22 leaf_count=128 20 9008 24 21 23 24 22 internal_value=0 0.00259282 0.00921056 0.00649193 0.00824571 0.00642797 0.0046084 internal_weight=0 9250 9122 9098 9077 9054 9030 internal_count=9270 9250 9122 9098 9077 9054 9030 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=775 num_leaves=18 num_cat=5 split_feature=0 5 25 24 25 10 1 19 18 25 24 1 9 9 0 5 0 split_gain=585832 527157 149804 270340 346319 379028 260441 151178 138013 112669 216690 136278 107320 277807 99883.8 71431.2 64402.8 threshold=1265.0725000000002 1341.6425000000002 0 1 2 480.02500000000003 438.04750000000007 362.77500000000003 117.89750000000002 3 4 487.50000000000006 92.100000000000023 283.87500000000006 360.99000000000007 403.91250000000008 417.90600000000001 decision_type=2 2 9 1 9 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 8 -5 6 -6 9 12 10 -4 15 14 -14 -1 -11 -12 right_child=-2 -3 7 4 5 -7 -8 -9 -10 11 16 -13 13 -15 -16 -17 -18 leaf_value=-0.038092022285592268 -1.234781487113551 1.6311595349311829 0.1569310564506711 0.66720555651700131 0.063070049075613754 1.4810350379943846 0.85620018271512766 0.85116498661041262 -0.80129245996475218 -0.014478717901988195 -0.42437875705086475 0.77575502894141457 1.3366410789489747 -0.12618754148483277 -0.56925780347875643 0.5696786723818098 0.15535183343326761 leaf_weight=820 38 20 117 118 1114 20 43 20 24 6547 219 22 20 37 37 21 21 leaf_count=820 38 20 117 118 1114 20 43 20 24 6547 219 22 20 37 37 21 21 internal_value=0 0.00941132 0.00588578 0.0769659 0.170191 0.115162 0.0925468 -0.0169823 -0.0521784 -0.0195061 -0.190044 -0.00996399 -0.0330789 0.387086 -0.0610245 -0.012611 -0.358706 internal_weight=0 9220 9200 2233 1295 1177 1157 6967 938 6947 357 6590 914 57 857 6568 240 internal_count=9258 9220 9200 2233 1295 1177 1157 6967 938 6947 357 6590 914 57 857 6568 240 cat_boundaries=0 3 4 6 8 9 cat_threshold=329261440 285278211 512 2466 8192 16777217 524288 2281701376 2322 is_linear=0 shrinkage=0.01 Tree=776 num_leaves=21 num_cat=3 split_feature=0 5 25 3 1 19 5 25 26 2 1 3 3 3 25 1 5 2 3 1 split_gain=574182 516661 146910 243536 194559 148169 130487 110374 238574 398499 133566 94793.9 83791.1 95509.4 78801.7 74348 70009.8 47720.3 30283 8692.04 threshold=1265.0725000000002 1341.6425000000002 0 10.942500000000003 644.32500000000016 362.77500000000003 177.05000000000004 1 2022.5000000000002 66.112500000000011 487.50000000000006 107.39000000000001 174.37500000000003 866.75000000000011 2 122.05750000000002 403.91250000000008 13.037000000000001 133.08750000000001 1157.6300000000001 decision_type=2 2 9 2 2 2 2 9 2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 3 4 6 7 14 8 9 -4 16 -5 18 -14 -1 -10 -9 -8 -13 -6 right_child=-2 -3 5 11 19 -7 17 10 15 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 leaf_value=0.050664197228291956 -1.2224336543836092 1.6148478565216065 -0.13652370616362897 -0.7138733793749954 0.65032876296476883 0.84265336036682126 -0.14018919775119196 -0.014333931219184947 -0.36965615436540428 1.1768622031035247 0.76799741528250953 -0.035106162157925697 -0.36612993181628339 0.18974865117669104 0.18326658993608061 -0.9256250676153035 0.56398189691560607 -0.67723589760916569 0.47360045509338378 0.93837306594848624 leaf_weight=913 38 20 160 33 22 20 78 6547 141 27 22 22 136 40 923 29 21 21 25 20 leaf_count=913 38 20 160 33 22 20 78 6547 141 27 22 22 136 40 923 29 21 21 25 20 internal_value=0 0.00932615 0.00583588 0.076226 0.114147 -0.0168102 0.0995318 -0.0193087 -0.188101 0.0531096 -0.00986435 -0.213648 -0.139624 -0.239794 0.118601 -0.464498 -0.0124849 -0.254108 0.235482 0.787493 internal_weight=0 9220 9200 2233 1977 6967 1935 6947 357 187 6590 256 223 176 1836 170 6568 99 47 42 internal_count=9258 9220 9200 2233 1977 6967 1935 6947 357 187 6590 256 223 176 1836 170 6568 99 47 42 cat_boundaries=0 3 5 8 cat_threshold=329261440 285278211 512 524288 2281701376 312475648 268435458 512 is_linear=0 shrinkage=0.01 Tree=777 num_leaves=20 num_cat=4 split_feature=0 5 25 24 25 10 1 19 10 10 10 25 26 0 1 8 1 5 26 split_gain=562758 506378 144019 265014 338827 371494 253799 145221 121343 152564 341421 108178 233827 270515 130908 99854.5 72868.5 68616.6 37164.8 threshold=1265.0725000000002 1341.6425000000002 0 1 2 480.02500000000003 438.04750000000007 362.77500000000003 655.50000000000011 73.46250000000002 210.75000000000003 3 2022.5000000000002 66.112500000000011 487.50000000000006 39.961300000000001 122.05750000000002 403.91250000000008 2022.5000000000002 decision_type=2 2 9 1 9 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 8 18 6 -6 11 9 15 -11 12 13 -4 17 -1 -14 -13 -5 right_child=-2 -3 7 4 5 -7 -8 -9 -10 10 -12 14 16 -15 -16 -17 -18 -19 -20 leaf_value=-0.040312178152356229 -1.2102093415511281 1.5986994228363036 -0.11696992057781572 0.54075267569224039 0.06185917150984975 1.4655772514343262 0.84481076440145797 0.83422683143615728 -0.82351161515712734 1.4347713123668324 -0.21726654398030248 -0.014190591660431911 -0.36595959297308689 0.90578968048095709 0.76031752716411249 -0.49228561529746423 -0.9163688190641075 0.55834207012539827 0.89574359446763996 leaf_weight=815 38 20 156 60 1114 20 43 20 20 22 29 6547 141 31 22 52 29 21 58 leaf_count=815 38 20 156 60 1114 20 43 20 20 22 29 6547 141 31 22 52 29 21 58 internal_value=0 0.00923542 0.00578007 0.0754742 0.167776 0.113353 0.0909576 -0.0166421 -0.0523832 -0.0361536 0.495377 -0.0191157 -0.18622 0.0525785 -0.0097657 -0.0674202 -0.459853 -0.01236 0.659362 internal_weight=0 9220 9200 2233 1295 1177 1157 6967 938 918 51 6947 357 187 6590 867 170 6568 118 internal_count=9258 9220 9200 2233 1295 1177 1157 6967 938 918 51 6947 357 187 6590 867 170 6568 118 cat_boundaries=0 3 4 6 8 cat_threshold=329261440 285278211 512 2466 8192 16777217 524288 2281701376 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=551559 281397 144577 217531 307820 198140 135037 129579 106266 219830 90166.3 88728 62840 107661 threshold=1265.0725000000002 1422.3575000000001 138.37500000000003 210.75000000000003 232.70000000000002 478.87750000000005 127.72750000000002 344.21500000000003 723.37500000000011 383.62912500000004 67.800000000000011 282.37500000000006 190.30000000000004 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=0.0031823254635520732 -1.1981072506151702 1.1654011390322732 -0.18734609953308506 1.4990366792678833 -0.28841377331660345 -0.90094617287317913 0.82967819494009021 0.4026275266307156 -0.85927208466963334 0.80244827021723208 0.84384968948364258 0.24288460382708796 0.2059645027102846 -0.7926706278685367 leaf_weight=8453 38 21 268 20 39 24 20 82 22 23 20 162 33 33 leaf_count=8453 38 21 268 20 39 24 20 82 22 23 20 162 33 33 internal_value=0 0.00914307 0.0065035 0.0147215 0.311024 0.00639777 0.00894322 0.00701999 -0.184743 -0.143176 0.203512 0.139797 -0.208294 -0.253711 internal_weight=0 9220 9199 8820 241 8579 8555 8535 379 357 221 201 334 301 internal_count=9258 9220 9199 8820 241 8579 8555 8535 379 357 221 201 334 301 is_linear=0 shrinkage=0.01 Tree=779 num_leaves=22 num_cat=2 split_feature=0 4 3 0 24 26 0 0 18 24 3 7 3 4 2 3 0 7 2 4 26 split_gain=540583 275797 141700 213202 547840 242277 792729 228180 194197 149091 402328 138057 132350 127001 107557 89078.7 66145.6 62831.9 52318.9 28509.5 18374.8 threshold=1265.0725000000002 1422.3575000000001 138.37500000000003 210.75000000000003 0 2022.5000000000002 486.41000000000003 429.49500000000006 478.87750000000005 1 593.34250000000009 115.57500000000002 127.72750000000002 344.21500000000003 31.602000000000004 532.72500000000014 309.90000000000003 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 left_child=1 2 3 8 5 6 -5 -7 12 10 17 15 13 -1 16 19 -6 18 -4 -11 -17 right_child=-2 -3 9 4 14 7 -8 -9 -10 11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 leaf_value=0.0031505026519880286 -1.1861261257372406 1.153747057233538 -0.1604416278770992 2.3248024327827221 0.33887284441692073 -0.20384653755596704 -0.16057659330822172 1.1751026471455892 -0.89193671623865767 -0.17149976138208733 1.0467220375754618 -0.89251131363404101 0.82138141679763788 0.39860122612700233 -0.62920687617677629 -0.84612151479721065 -0.17560087982099504 0.30846586894989014 -0.67190464036805297 0.23582805242761973 -0.446210162198102 leaf_weight=8453 38 21 70 33 41 28 21 21 24 122 33 39 20 82 33 20 64 20 28 20 27 leaf_count=8453 38 21 70 33 41 28 21 21 24 122 33 39 20 82 33 20 64 20 28 20 27 internal_value=0 0.00905164 0.00643846 0.0145743 0.307914 0.816954 1.35827 0.387132 0.0063338 -0.182896 0.066254 -0.336069 0.00885378 0.00694979 -0.122355 -0.239029 0.0252889 -0.20233 -0.306574 -0.11413 -0.616385 internal_weight=0 9220 9199 8820 241 103 54 49 8579 379 151 228 8555 8535 138 189 105 118 98 142 47 internal_count=9258 9220 9199 8820 241 103 54 49 8579 379 151 228 8555 8535 138 189 105 118 98 142 47 cat_boundaries=0 1 2 cat_threshold=1054 840 is_linear=0 shrinkage=0.01 Tree=780 num_leaves=16 num_cat=1 split_feature=25 1 3 0 0 0 20 7 7 2 2 26 1 1 7 split_gain=309140 173059 1.19605e+06 294493 224913 219128 150156 192774 971936 203744 93427.3 86217 73925.2 101959 25176.4 threshold=0 378.05000000000007 492.37500000000006 438.04750000000007 157.58975000000007 1205.5225000000003 317.55000000000007 441.88278000000008 361.60000000000008 1013.1050000000001 157.58975000000007 2022.5000000000002 441.67528000000004 629.70000000000016 648.00000000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 5 3 4 12 6 7 8 9 -2 14 -1 -3 -14 -9 right_child=1 2 -4 -5 -6 -7 -8 10 -10 -11 -12 -13 13 -15 -16 leaf_value=-0.15736691016241686 0.0020966181889842963 0.54487350917997812 2.5023810334639118 -1.0100764045864343 1.1712465926408768 -0.97012939038483992 0.7518251689275105 -0.46678129777312277 2.2115879354476928 0.96567547841505574 -1.0085023235238118 -0.51479787376892827 -0.5625934556126595 0.1548290245808088 -0.073120935496055722 leaf_weight=133 8584 21 22 24 20 23 27 32 20 22 23 137 32 52 33 leaf_count=133 8584 21 22 24 20 23 27 32 20 22 23 137 32 52 33 internal_value=0 0.0108039 0.325883 0.00452054 0.199323 0.0046685 0.00723347 0.00492638 0.00967702 0.00455987 -0.460745 -0.326633 0.0141949 -0.118475 -0.266923 internal_weight=0 8935 171 149 125 8764 8741 8714 8626 8606 88 270 105 84 65 internal_count=9205 8935 171 149 125 8764 8741 8714 8626 8606 88 270 105 84 65 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=781 num_leaves=16 num_cat=1 split_feature=25 1 3 0 10 0 0 3 13 0 26 26 1 1 3 split_gain=302989 169615 1.17225e+06 288632 268370 220437 213563 169987 246887 198327 84501.3 79433.8 72454.1 99929.7 18525.8 threshold=0 378.05000000000007 492.37500000000006 438.04750000000007 1058.7500000000002 157.58975000000007 1205.5225000000003 515.86500000000012 548.95500000000004 449.26500000000004 2022.5000000000002 2022.5000000000002 441.67528000000004 629.70000000000016 866.75000000000011 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 4 3 5 6 12 7 8 9 -2 -1 -9 -3 -14 -13 right_child=1 2 -4 -5 -6 -7 -8 11 -10 -11 -12 14 13 -15 -16 leaf_value=-0.15579324264975644 0.00011168766090375298 0.53942481949215848 2.4773572809045965 -0.99997563779354093 1.1337316567557199 1.1595341343879699 -0.96042810854704486 -0.0047430574893951418 0.84667985360963005 0.46691005551296733 -0.50964989866435961 -0.88245976551815319 -0.55696751743555073 0.15328073616211232 -0.49153522372245789 leaf_weight=133 8520 21 22 24 21 20 23 24 35 92 137 27 32 52 22 leaf_count=133 8520 21 22 24 21 20 23 24 35 92 137 27 32 52 22 internal_value=0 0.0106958 0.322624 0.00447534 0.00462182 0.19733 0.00190978 0.00444806 0.00850481 0.00509839 -0.323366 -0.476082 0.0140529 -0.11729 -0.706943 internal_weight=0 8935 171 149 8764 125 8743 8720 8647 8612 270 73 105 84 49 internal_count=9205 8935 171 149 8764 125 8743 8720 8647 8612 270 73 105 84 49 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=782 num_leaves=22 num_cat=1 split_feature=5 3 1 0 3 0 24 1 0 8 19 26 0 0 3 0 1 8 3 3 19 split_gain=204499 189568 1.26669e+06 552764 226984 135398 619312 414432 173066 126282 117829 103418 103289 93307.3 50749.6 42975.8 52047.2 6115.71 4047.82 1040.05 525 threshold=1341.6425000000002 344.21500000000003 378.05000000000007 1265.0725000000002 456.25000000000006 210.75000000000003 0 49.650000000000006 429.49500000000006 538.6450000000001 230.04300000000003 2022.5000000000002 190.53000000000003 352.08500000000004 866.75000000000011 258.76500000000004 172.12500000000003 1211.5375000000001 400.12500000000006 802.66250000000002 461.22500000000008 decision_type=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 4 5 18 9 15 13 -9 10 12 19 -1 -8 -13 -7 -17 -11 -3 -6 -12 right_child=-2 2 -4 -5 11 6 7 8 -10 17 20 14 -14 -15 -16 16 -18 -19 -20 -21 -22 leaf_value=-0.0030234750833779346 0.92242952128251388 0.45120273726327076 2.2327818867255904 -1.3632969074249268 0.12168824863433837 0.08183152153378441 -0.004618125361475078 2.1671036384219216 0.86731526279449467 -0.39808398813814733 -0.57272878265380867 -0.83586080153198805 -0.72250023555755616 0.60606725462551769 -0.24895827242961296 -0.30171575970947745 -0.87206235718727121 -0.61174587553455717 0.64530188993974169 0.02092663810366676 -0.50193777777931903 leaf_weight=8594 24 21 29 30 20 21 44 21 20 37 20 34 20 58 26 80 20 21 22 21 22 leaf_count=8594 24 21 29 30 20 21 44 21 20 37 20 34 20 58 26 80 20 21 22 21 22 internal_value=0 -0.00185795 0.326032 -0.00815514 -0.0579657 -0.00362693 0.219485 0.639243 1.53306 -0.0103864 -0.00727021 -0.317019 -0.00469396 0.342634 -0.581536 -0.304275 -0.415785 -0.475444 0.550509 0.0700786 -0.535648 internal_weight=0 9181 173 9008 144 8978 264 143 41 8714 8656 101 8614 102 60 121 100 58 43 41 42 internal_count=9205 9181 173 9008 144 8978 264 143 41 8714 8656 101 8614 102 60 121 100 58 43 41 42 cat_boundaries=0 1 cat_threshold=2784 is_linear=0 shrinkage=0.01 Tree=783 num_leaves=17 num_cat=1 split_feature=25 5 3 1 0 3 10 10 13 26 8 1 26 3 5 3 split_gain=296406 350931 230951 1.32527e+06 604331 206802 184716 731068 330180 108028 104488 88981.2 82598.8 53557.3 30537.7 3967.26 threshold=0 1341.6425000000002 344.21500000000003 378.05000000000007 1205.5225000000003 456.25000000000006 67.800000000000011 103.13625000000002 2.3125000000000004 2022.5000000000002 285.37500000000006 1058.7500000000002 2022.5000000000002 866.75000000000011 14.700000000000001 400.12500000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 4 5 6 15 10 -8 -9 -7 11 -2 -1 -11 -12 -4 right_child=1 -3 3 -5 -6 9 7 8 -10 13 14 -13 -14 -15 -16 -17 leaf_value=-0.15416831386940819 -0.0010657998893315939 1.3337370095252989 0.4466907265072777 2.3605800141607012 -1.5216659685281608 0.11640359200929341 1.6799574774503707 -0.099077618263077497 0.83063410327789633 -0.83171147975054649 -0.42276592049159506 0.63574602815237913 -0.50401893375998863 -0.19473635998639194 -0.01359378198782603 0.6388488405401056 leaf_weight=133 8320 20 21 28 26 38 32 204 47 33 76 22 137 22 24 22 leaf_count=133 8320 20 21 28 26 38 32 204 47 33 76 22 137 22 24 22 internal_value=0 0.010574 0.00761748 0.379415 0.00064973 -0.0284718 0.00518614 0.25649 0.0750118 -0.293627 -0.00323827 0.000613637 -0.319839 -0.576921 -0.324565 0.545004 internal_weight=0 8935 8915 164 8751 136 8725 283 251 93 8442 8342 270 55 100 43 internal_count=9205 8935 8915 164 8751 136 8725 283 251 93 8442 8342 270 55 100 43 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=784 num_leaves=16 num_cat=1 split_feature=25 5 3 1 0 3 10 10 13 2 8 26 26 3 3 split_gain=290507 343948 226356 1.2989e+06 592305 202687 181040 716520 323610 178273 138418 105878 80955.1 52491.5 3888.32 threshold=0 1341.6425000000002 344.21500000000003 378.05000000000007 1205.5225000000003 456.25000000000006 67.800000000000011 103.13625000000002 2.3125000000000004 967.31750000000011 85.544000000000025 2022.5000000000002 2022.5000000000002 866.75000000000011 400.12500000000006 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 4 5 6 14 9 -8 -9 10 -2 -7 -1 -13 -4 right_child=1 -3 3 -5 -6 11 7 8 -10 -11 -12 13 -14 -15 -16 leaf_value=-0.15262662599409432 0.0014562751437724184 1.3203996315002442 0.44222381364731561 2.3369741773605348 -1.5064493384728064 0.11523954366382799 1.6631579345464707 -0.098086846201297109 0.82232778645576321 0.87599062712296205 -0.2383513789660027 -0.82339436487718065 -0.49897875065622976 -0.1927889936620539 0.63246039217168637 leaf_weight=133 8171 20 21 28 26 38 32 204 47 23 248 33 137 22 22 leaf_count=133 8171 20 21 28 26 38 32 204 47 23 248 33 137 22 22 internal_value=0 0.0104683 0.00754131 0.375621 0.000643232 -0.0281871 0.00513428 0.253925 0.0742617 -0.00320589 -0.00560778 -0.290691 -0.316641 -0.571152 0.539554 internal_weight=0 8935 8915 164 8751 136 8725 283 251 8442 8419 93 270 55 43 internal_count=9205 8935 8915 164 8751 136 8725 283 251 8442 8419 93 270 55 43 cat_boundaries=0 2 cat_threshold=8320 16777217 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=393738 605575 347266 170707 167241 87924.1 400190 101961 80833 13564.2 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=0.59900123972741381 -1.0528873642512731 1.7059753408886138 1.0625282410652408 -0.072958423614501958 0.79197908472131806 -0.0033470926658078905 -0.15737952766974281 0.71146939849853508 -1.0268999488353729 -0.40916499320666 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 0.00975794 0.00590373 0.00234762 0.00611487 0.00378677 0.178571 -0.00172882 -0.489602 -0.274682 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=0 split_feature=5 0 4 1 18 12 14 10 split_gain=230374 256469 178931 170056 138476 106620 123056 121859 threshold=1341.6425000000002 1219.7885000000003 1295.4950000000001 1341.6425000000002 736.93000000000006 426.87000000000006 460.42500000000007 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=0.0029041072698531272 1.0277992623502559 0.84568766593933109 -0.84486103363037102 -0.89656615186305277 0.81545722620827821 -0.052958774177924453 0.51057266602913542 -0.88067578940555968 leaf_weight=9050 22 36 25 21 21 46 48 29 leaf_count=9050 22 36 25 21 21 46 48 29 internal_value=0 0.00328093 -1.17489e-06 0.0022909 0.00434398 0.00248708 0.00558251 -0.373009 internal_weight=0 9276 9240 9215 9194 9173 9098 75 internal_count=9298 9276 9240 9215 9194 9173 9098 75 is_linear=0 shrinkage=0.01 Tree=787 num_leaves=9 num_cat=1 split_feature=2 5 0 4 18 2 0 25 split_gain=386293 587002 334893 148577 135756 119279 135528 116191 threshold=1211.5375000000001 1318.45 1219.7885000000003 1374.9750000000004 736.93000000000006 330.61600000000004 330.61600000000004 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=0.21024173368815838 -1.0429416493007115 1.6796137282961892 1.0434461089103453 -0.8586470775604248 0.80730271816253663 -0.38975361771547973 0.47425592604137606 0.00074075339825029269 leaf_weight=263 35 21 31 20 21 134 21 8752 leaf_count=263 35 21 31 20 21 134 21 8752 internal_value=0 0.00961006 0.00581542 0.00232323 0.00419674 0.00235756 -0.272694 0.00708669 internal_weight=0 9263 9242 9211 9191 9170 155 9015 internal_count=9298 9263 9242 9211 9191 9170 155 9015 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=378608 386614 222921 167125 160890 154298 100554 106827 15878.4 threshold=1211.5375000000001 1219.7885000000003 1374.9750000000004 652.50000000000011 542.10250000000008 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=0.0053103411675047294 -1.0325122250148229 1.1067826223373414 1.0348440261114211 0.031680363655090332 0.88140988849458246 -1.2243527662754059 0.69628504798525859 -0.6492790996551514 -0.32972381191868932 leaf_weight=9072 35 32 21 20 21 20 21 25 31 leaf_count=9072 35 32 21 20 21 20 21 25 31 internal_value=0 0.00951624 0.00571248 0.00336592 0.00712059 -0.479928 0.00510698 0.00351143 -0.187997 internal_weight=0 9263 9231 9210 9139 71 9118 9097 51 internal_count=9298 9263 9231 9210 9139 71 9118 9097 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=371073 378920 218484 132951 118251 129514 100909 59244.6 133110 threshold=1211.5375000000001 1219.7885000000003 1374.9750000000004 736.93000000000006 422.52500000000009 831.91125000000011 310.65000000000003 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=0.0054315164126807966 -1.0221871017728534 1.0957148265838623 1.024495595296224 0.79810130210149854 -0.66595249900046516 -0.6197423790440415 0.46516007850567498 -0.39598121107097656 0.54041378879547119 leaf_weight=8991 35 32 21 21 34 33 48 63 20 leaf_count=8991 35 32 21 21 34 33 48 63 20 internal_value=0 0.00942108 0.00565535 0.00333226 0.00151595 0.00558983 0.00787282 -0.314367 -0.170344 internal_weight=0 9263 9231 9210 9189 9072 9039 117 83 internal_count=9298 9263 9231 9210 9189 9072 9039 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 1 split_gain=172800 195388 236635 171951 128817 192374 174271 45811.1 threshold=1219.7885000000003 1165.3425000000004 1341.6425000000002 494.36250000000007 967.31750000000011 265.62000000000006 157.58975000000007 346.12500000000006 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=-0.0094760229367585411 -0.76587517102559399 0.74004938834054135 -1.0444083144989882 0.69353428786141536 0.57230478738091495 -0.27900052015136623 0.39841283788096227 -0.78680697631835939 leaf_weight=8862 30 35 22 35 38 159 106 20 leaf_count=8862 30 35 22 35 38 159 106 20 internal_value=0 -0.00570184 -0.00852604 -0.00605431 -0.00872013 -0.0111339 -0.00465486 -0.335739 internal_weight=0 9277 9242 9220 9185 9147 8968 179 internal_count=9307 9277 9242 9220 9185 9147 8968 179 is_linear=0 shrinkage=0.01 Tree=791 num_leaves=11 num_cat=0 split_feature=5 0 17 5 0 5 1 2 4 5 split_gain=340178 222319 169639 213363 224697 215078 137182 175717 27817.2 18521.7 threshold=1530.8125000000002 1165.3425000000004 494.36250000000007 432.41388000000001 48.874000000000002 365.16250000000008 1341.6425000000002 967.31750000000011 52.300500000000007 589.71000000000015 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=-0.0090925823014737454 -1.3108510091304779 0.79022398866925925 0.68659894806998112 0.21181205558776856 -1.2087962518992097 0.96002239766328235 -0.83550342583656323 0.71115623586318066 -0.40812750794490177 -0.19647092804908753 leaf_weight=9036 20 35 35 20 29 23 20 34 30 25 leaf_count=9036 20 35 35 20 29 23 20 34 30 25 internal_value=0 -0.00526504 -0.00827435 -0.010913 -0.461293 -0.00577316 -0.00821687 -0.00639264 -0.172258 -0.0150118 internal_weight=0 9287 9252 9217 104 9113 9090 9070 75 45 internal_count=9307 9287 9252 9217 104 9113 9090 9070 75 45 is_linear=0 shrinkage=0.01 Tree=792 num_leaves=10 num_cat=1 split_feature=5 0 25 17 5 5 0 2 3 split_gain=333409 217895 167717 171118 197743 247816 229660 160056 30016.4 threshold=1530.8125000000002 1165.3425000000004 0 494.36250000000007 432.41388000000001 365.16250000000008 48.874000000000002 967.31750000000011 40.38000000000001 decision_type=2 2 9 2 2 2 2 2 2 left_child=1 2 -1 4 5 7 8 -4 -6 right_child=-2 -3 3 -5 6 -7 -8 -9 -10 leaf_value=-0.33762820106293812 -1.2977425067424775 0.78232169233049664 -0.0056023735399069255 0.70541602835935702 -0.016087273439535726 1.0596489535678517 -1.1967082830133111 0.68181901861639593 -0.47194464474916459 leaf_weight=142 20 35 8919 34 52 22 29 34 20 leaf_count=142 20 35 8919 34 52 22 29 34 20 internal_value=0 -0.00521239 -0.00819161 -0.00268303 -0.00533863 -0.000387013 -0.445346 -0.00299182 -0.142714 internal_weight=0 9287 9252 9110 9076 8975 101 8953 72 internal_count=9307 9287 9252 9110 9076 8975 101 8953 72 cat_boundaries=0 2 cat_threshold=8192 2164260864 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=326772 161565 192890 145267 146013 142621 621666 151897 65792.3 threshold=1530.8125000000002 494.36250000000007 802.66250000000002 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=-0.31182150636514028 -1.2847650918960571 0.6729768148149764 -0.30317300704618294 -0.73696253785380605 0.0020319963964255698 -0.14158559899280471 1.7353190734863282 -0.54001592865357029 -1.0696133762314206 leaf_weight=140 20 35 24 27 8903 60 25 52 21 leaf_count=140 20 35 24 27 8903 60 25 52 21 internal_value=0 -0.0051639 -0.00772929 -0.00453713 -0.00238294 0.00275115 0.410445 -0.00111557 -0.660845 internal_weight=0 9287 9252 9207 9180 9040 85 8955 45 internal_count=9307 9287 9252 9207 9180 9040 85 8955 45 cat_boundaries=0 2 cat_threshold=8192 2164260864 is_linear=0 shrinkage=0.01 Tree=794 num_leaves=11 num_cat=1 split_feature=5 0 25 17 5 5 0 26 2 3 split_gain=320268 213793 161681 164509 191366 242658 224232 159307 156916 29527.7 threshold=1530.8125000000002 1165.3425000000004 0 494.36250000000007 432.41388000000001 365.16250000000008 48.874000000000002 2022.5000000000002 967.31750000000011 40.38000000000001 decision_type=2 2 9 2 2 2 2 2 2 2 left_child=1 2 7 4 5 8 9 -1 -4 -6 right_child=-2 -3 3 -5 6 -7 -8 -9 -10 -11 leaf_value=-0.019922130838246413 -1.2719174227714538 0.77497070366995668 -0.0055531789852787204 0.69163210840786205 -0.01348947525024414 1.0485559712756765 -1.1805451572352441 -0.68981198160161439 0.6750914183784934 -0.46562077780067923 leaf_weight=71 20 35 8919 34 52 22 29 71 34 20 leaf_count=71 20 35 8919 34 52 22 29 71 34 20 internal_value=0 -0.00511562 -0.00806666 -0.00265808 -0.00526192 -0.000390804 -0.438116 -0.331521 -0.00296836 -0.139082 internal_weight=0 9287 9252 9110 9076 8975 101 142 8953 72 internal_count=9307 9287 9252 9110 9076 8975 101 142 8953 72 cat_boundaries=0 2 cat_threshold=8192 2164260864 is_linear=0 shrinkage=0.01 Tree=795 num_leaves=10 num_cat=1 split_feature=4 3 10 25 26 0 2 0 0 split_gain=429211 169453 186131 173387 637891 297103 111407 94684.8 24165.1 threshold=1422.3575000000001 1265.0725000000002 1064.4750000000001 0 2022.5000000000002 1005.9575000000001 1120.4650000000004 744.3325000000001 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=-0.32076553679071368 1.4719309616088867 -0.78565180336987528 0.90619106458581022 0.00067982191430391919 1.0911163622140885 -0.57492099952697762 0.68447817822297408 0.672941088903518 -1.0502012932818869 leaf_weight=64 20 27 23 8974 64 20 24 21 23 leaf_count=64 20 27 23 8974 64 20 24 21 23 internal_value=0 0.00540467 0.00772297 0.00547436 0.357264 0.000110991 0.00406475 0.0022493 -0.829141 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=420670 175530 354136 121502 522314 119974 111047 114513 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=-0.35601079122378276 1.4572116241455078 0.91856341117904294 -1.1000509512013403 0.0065671463519064027 1.0481602483104777 -0.65093598876680647 0.65725071026728699 -0.33204981987429139 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 0.00535063 0.00327041 0.00675206 0.328346 0.00263507 0.00465874 0.00277974 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=399871 172768 163070 115712 115768 130210 208328 124152 threshold=1435.0600000000002 1470.5550000000003 1374.9750000000004 1318.45 967.31750000000011 362.12500000000006 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=0.0056298217794253117 1.4208596129417419 -0.92307834053039561 0.90934633636474616 0.67157304323636569 -0.75647635102272037 -0.022209578218131232 1.3044451141357423 -0.42016879403504775 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 0.00534426 0.00735819 0.00539735 0.00350934 0.00516979 0.519282 0.00240301 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=410722 171811 344053 118803 511261 117694 133969 418907 165755 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=-0.3525069751647803 1.439811176300049 0.90870470410301585 -1.084339265494511 -0.0049009562437470058 1.0367281286804764 -0.64480725322450905 1.1130639463121241 0.058573388869070826 0.84514139465663751 leaf_weight=52 20 21 29 8727 54 28 44 262 23 leaf_count=52 20 21 29 8727 54 28 44 262 23 internal_value=0 0.00521904 0.00316099 0.00659271 0.324594 0.00252189 0.00452613 0.210199 -0.00266656 internal_weight=0 9240 9219 9190 106 9084 9056 306 8750 internal_count=9260 9240 9219 9190 106 9084 9056 306 8750 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=391350 179030 234099 119522 506349 107967 112290 78710.3 threshold=1435.0600000000002 1219.7885000000003 1295.4950000000001 0 2022.5000000000002 744.3325000000001 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=-0.34898191144833202 1.4055621724128724 0.90622838283127016 -0.94448620135967543 -0.005590741010255044 1.0335635786586337 -0.65460008020401006 0.6597083058724037 0.1230162410485366 leaf_weight=52 20 22 26 8531 54 25 26 504 leaf_count=52 20 22 26 8531 54 25 26 504 internal_value=0 0.00520982 0.00305942 0.0057396 0.324701 0.0016593 0.0034718 0.00158335 internal_weight=0 9240 9218 9192 106 9086 9061 9035 internal_count=9260 9240 9218 9192 106 9086 9061 9035 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=266295 140193 140605 453499 604620 106599 116438 765999 209509 89905.1 25728.2 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 308.62500000000006 14.655000000000003 582.96000000000015 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=0.0039086806652570529 -0.86727942221505305 -0.8296979188919068 0.8627117979115454 1.7271255836486816 -1.3973756942749023 -0.58035144313689202 -0.27097759957583445 1.9023106093207995 -0.97135233618996364 0.56159968754340861 0.14261525653657459 leaf_weight=8977 35 20 29 20 20 31 53 24 22 29 21 leaf_count=8977 35 20 29 20 20 31 53 24 22 29 21 internal_value=0 0.0066323 0.00844528 0.458169 -0.0597729 0.00505652 0.00704508 0.349883 0.00332353 0.00570449 -0.153607 internal_weight=0 9246 9226 69 49 9157 9126 98 9028 9006 74 internal_count=9281 9246 9226 69 49 9157 9126 98 9028 9006 74 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=260995 137403 136308 1.04853e+06 197596 148017 126375 733947 83090.6 16768.8 10157.4 threshold=874.60000000000014 1374.9750000000004 308.62500000000006 14.655000000000003 677.77500000000009 1236.1260000000004 0 1 429.0200000000001 10.766250000000001 489.67750000000007 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=0.77492539544036421 -0.85860663604736331 -0.82140095901489263 -0.5001935162544251 2.0259745968239646 -0.98868457794189457 -0.77791131436824801 0.0025397160543417052 -0.12280231530449606 -0.4487046667424644 0.0012017896901006283 -0.21912076473236083 leaf_weight=128 35 20 20 28 20 24 8641 265 41 23 36 leaf_count=128 35 20 20 28 20 24 8641 265 41 23 36 internal_value=0 0.00656597 0.00836083 0.363203 0.0041972 0.0063796 0.00845376 0.181561 0.000408283 -0.226134 -0.319504 internal_weight=0 9246 9226 107 9119 9099 9075 393 8682 79 56 internal_count=9281 9246 9226 107 9119 9099 9075 393 8682 79 56 cat_boundaries=0 2 3 cat_threshold=532608 2164260864 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 1 9 split_gain=255806 134671 137240 443458 592079 104152 112004 734214 201517 89833.7 24822.3 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 308.62500000000006 14.655000000000003 582.96000000000015 166.40250000000003 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=0.011579967365114527 -0.85002056121826175 -0.81318694019317639 0.85328704833984381 1.7074242787361147 -1.3832393169403077 -0.57371503460791806 -0.26506899914651549 1.8630277887235085 -0.95265309073708282 -0.16085625952425095 0.14117709114438012 leaf_weight=8693 35 20 29 20 20 31 53 24 22 313 21 leaf_count=8693 35 20 29 20 20 31 53 24 22 313 21 internal_value=0 0.00650737 0.00828429 0.452595 -0.0595809 0.00493632 0.00690193 0.34315 0.00325191 0.00558701 -0.149783 internal_weight=0 9246 9226 69 49 9157 9126 98 9028 9006 74 internal_count=9281 9246 9226 69 49 9157 9126 98 9028 9006 74 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=250715 131991 134509 174861 102080 99824.8 186511 81265.3 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 2022.5000000000002 603.77750000000015 492.13750000000005 582.96000000000015 362.12500000000006 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=0.0060795376465857635 -0.8415203432355608 -0.80505508136749271 -0.033909285333421496 0.9738625932462287 -0.5679778923526887 0.67962948192249639 -0.89416526379792582 0.64422005653381353 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 0.00644229 0.00820145 0.448069 0.00488695 0.00683291 0.00520708 0.00748498 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 12 split_gain=245726 129364 131833 433775 579150 100048 109533 789091 244485 89638.5 50078.4 threshold=874.60000000000014 1374.9750000000004 806.46500000000003 98.25500000000001 1265.0725000000002 603.77750000000015 308.62500000000006 273.11034000000006 1236.1260000000004 166.40250000000003 486.41000000000003 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=0.011643656959837542 -0.83310515703473775 -0.79700454330444337 0.83988064864586143 1.6846424634456634 -1.3720911731719971 -0.56229810837776439 0.24324206058795636 2.1113614282608033 -1.0745772675105503 -0.16087072962560714 -0.29426479600943051 leaf_weight=8695 35 20 29 20 20 31 26 20 21 312 52 leaf_count=8695 35 20 29 20 20 31 26 20 21 312 52 internal_value=0 0.00637787 0.00811943 0.443588 -0.062965 0.00483808 0.00676458 0.339283 0.00315505 0.00566781 -0.115096 internal_weight=0 9246 9226 69 49 9157 9126 98 9028 9007 78 internal_count=9281 9246 9226 69 49 9157 9126 98 9028 9007 78 is_linear=0 shrinkage=0.01 Tree=805 num_leaves=11 num_cat=0 split_feature=0 4 1 17 1 1 19 1 26 1 split_gain=436103 266926 188331 158750 152562 306269 134998 65652.5 22967.5 8406.28 threshold=1295.4950000000001 1265.0725000000002 1318.45 494.36250000000007 497.97750000000002 438.04750000000007 378.05000000000007 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=-0.0043174678929551588 -1.1688706558942794 0.94228544680277515 0.94339826356796996 0.66749854850769041 -0.83942145665486656 1.0410024268286568 -0.69975989614214218 0.090613808858962294 -0.3667999638681827 -0.56269244608671776 leaf_weight=8982 32 30 21 35 21 28 28 21 23 23 leaf_count=8982 32 30 21 35 21 28 28 21 23 23 internal_value=0 0.000555187 -0.00252169 -0.00469005 -0.00726802 -0.00323354 -0.00647867 -0.421628 -0.148489 -0.694768 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=427425 624228 225182 274088 107376 663735 113406 187675 128994 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=-0.33337978796612833 -1.1571820318698884 1.6829950380325318 0.92584208121666534 -1.1472497049967449 -0.002283899747656892 1.2834410238265992 1.1293355933479641 -0.12233589658737183 -0.19731160330367156 leaf_weight=62 32 22 26 21 8637 43 23 25 353 leaf_count=62 32 22 26 21 8637 43 23 25 353 internal_value=0 0.000549635 -0.00347798 -0.00611464 -0.00349363 0.30016 -0.00734535 0.477423 -0.00994183 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=418919 611806 220701 268634 105240 650527 111150 183941 164185 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=-0.3300459846613869 -1.1456101512908936 1.6661650375886397 0.91658363489004291 -1.1357772245861235 -0.0063394366156180526 1.27060665729434 1.1180422283255536 -0.12111254167556762 -0.53120162120461467 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 0.000544139 -0.0034432 -0.00605349 -0.0034587 0.297159 -0.0072719 0.472649 -0.00984241 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=270772 171212 156571 242118 214019 109661 187975 184872 88306.6 74145 17563.8 threshold=1435.0600000000002 1341.6425000000002 0 1374.9750000000004 2022.5000000000002 473.87250000000012 344.21500000000003 2022.5000000000002 541.42000000000019 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=-0.013542142936895634 1.1046956829591232 -0.88715605649081142 -0.0088156876234562927 1.0639331075123379 0.88916002283493689 -0.74647733021594054 1.2860967627438631 0.095277412952855231 -0.40028337665672958 0.12712375266211373 -0.39823371442159017 leaf_weight=58 22 22 8882 21 48 28 22 32 58 21 30 leaf_count=58 22 22 8882 21 48 28 22 32 58 21 30 internal_value=0 -0.00603272 -0.00392569 -0.00856882 0.361157 -0.0110606 -0.00780235 0.580426 -0.0113554 -0.38201 -0.566351 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=265384 167805 153455 237300 111511 297734 97707.1 87870.9 4636.23 threshold=1435.0600000000002 1341.6425000000002 0 1374.9750000000004 644.32500000000016 488.75250000000005 453.62500000000006 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=0.35754564450090298 1.0936487301913176 -0.87828451330011548 -0.0092805220775913164 1.0532937942232403 -0.26578969735365648 1.0216957017353603 -0.61175033004195611 -0.95094861131338848 -0.068545114343816591 leaf_weight=106 22 22 8949 21 26 28 27 21 22 leaf_count=106 22 22 8949 21 26 28 27 21 22 internal_value=0 -0.00597239 -0.00388643 -0.00848313 -0.01095 -0.00788107 -0.0110928 -0.411427 -0.175386 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=2 split_feature=5 4 3 1 0 4 26 25 26 10 24 8 split_gain=235447 209636 124447 445008 302158 139504 160151 89640 113699 67594.1 715774 67496.7 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 326.66250000000008 1422.3575000000001 21.101500000000005 2022.5000000000002 0 2022.5000000000002 64.050000000000011 1 285.37500000000006 decision_type=2 2 2 2 2 2 2 9 2 2 1 2 left_child=1 2 4 5 7 6 -4 8 -1 11 -11 -9 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 10 -12 -13 leaf_value=-0.00022206278846544379 1.0938003087043762 -1.0150769691467285 0.92165361938476564 1.6943800108432772 -1.1646112788807264 -0.5266067377657726 -0.16206200218200686 0.0026272686455599045 0.59441661879664565 0.69256540298461911 -0.25233511342830267 -0.25869078266620638 leaf_weight=68 20 20 25 20 22 29 30 8539 61 128 184 100 leaf_count=68 20 20 25 20 22 29 30 8539 61 128 184 100 internal_value=0 0.00762009 0.0098419 0.353803 0.00591178 0.0346177 0.330536 0.00874785 0.26075 0.00481935 0.149426 -0.000397596 internal_weight=0 9226 9206 104 9102 84 55 9080 129 8951 312 8639 internal_count=9246 9226 9206 104 9102 84 55 9080 129 8951 312 8639 cat_boundaries=0 2 3 cat_threshold=8192 16777216 2070 is_linear=0 shrinkage=0.01 Tree=811 num_leaves=13 num_cat=2 split_feature=5 4 3 1 0 4 26 25 26 10 24 8 split_gain=230760 205466 121967 436152 296147 136728 156964 87852.8 111436 66375.1 702476 66153.5 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 326.66250000000008 1422.3575000000001 21.101500000000005 2022.5000000000002 0 2022.5000000000002 64.050000000000011 1 285.37500000000006 decision_type=2 2 2 2 2 2 2 9 2 2 1 2 left_child=1 2 4 5 7 6 -4 8 -1 11 -11 -9 right_child=-2 -3 3 -5 -6 -7 -8 9 -10 10 -12 -13 leaf_value=-0.00021986317108659185 1.0828623138666154 -1.0049261894226076 0.91243710327148442 1.6774361791610719 -1.1529651052301579 -0.52134066388524813 -0.16044137287139892 0.0026009962461768384 0.58847248153608356 0.6861416191985642 -0.24994182559940004 -0.25610387341976165 leaf_weight=68 20 20 25 20 22 29 30 8539 61 128 184 100 leaf_count=68 20 20 25 20 22 29 30 8539 61 128 184 100 internal_value=0 0.00754867 0.00974826 0.350265 0.0058575 0.0342715 0.327231 0.00866522 0.258143 0.00477607 0.148073 -0.00039362 internal_weight=0 9226 9206 104 9102 84 55 9080 129 8951 312 8639 internal_count=9246 9226 9206 104 9102 84 55 9080 129 8951 312 8639 cat_boundaries=0 2 3 cat_threshold=8192 16777216 2070 is_linear=0 shrinkage=0.01 Tree=812 num_leaves=16 num_cat=0 split_feature=4 14 0 11 1 3 3 0 20 1 1 15 13 3 3 split_gain=180360 125972 287954 308970 212688 143551 561036 152185 127263 120010 155750 67773.8 22923.6 15564 13312.6 threshold=1265.0725000000002 47.358000000000011 58.875000000000007 239.70000000000002 174.37500000000003 488.75250000000005 644.32500000000016 1295.4950000000001 360.54500000000007 1058.7500000000002 497.97750000000002 229.89300000000003 147.70000000000002 866.75000000000011 9.775500000000001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 11 -4 7 -7 8 9 10 -1 12 14 -8 -3 right_child=-2 2 4 -5 -6 6 13 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.011008241623384962 0.81115022727421349 -0.10822065193416938 -0.34246447033352329 1.1287286524772644 -1.7030423908233645 1.6173502282743102 -0.29629839706420902 -0.769850414276123 0.80825871229171753 0.66330946462494988 -0.50890785634517666 -0.73266814255714419 -0.42688635969161987 0.023331795288966253 0.16737428404036023 leaf_weight=8762 28 106 27 20 20 27 25 25 20 28 58 20 20 39 21 leaf_count=8762 28 106 27 20 20 27 25 25 20 28 58 20 20 39 21 internal_value=0 0.00734646 -0.221711 -0.0458452 -0.921434 0.0133126 0.408472 0.00926899 0.0114654 0.00966436 0.00758929 -0.186513 -0.112206 -0.101524 -0.0626498 internal_weight=0 9218 234 187 47 8984 91 8893 8868 8848 8820 167 147 64 127 internal_count=9246 9218 234 187 47 8984 91 8893 8868 8848 8820 167 147 64 127 is_linear=0 shrinkage=0.01 Tree=813 num_leaves=15 num_cat=5 split_feature=5 4 3 5 2 2 25 24 26 24 25 2 26 24 split_gain=226441 204612 117333 346264 635888 241624 129420 507950 484251 76127.2 218855 193114 65188.6 56511.1 threshold=1435.0600000000002 1374.9750000000004 488.75250000000005 52.910000000000004 153.20400000000004 1164.4950000000001 0 1 2022.5000000000002 2 3 437.62500000000006 2022.5000000000002 4 decision_type=2 2 2 2 2 2 9 1 2 1 9 2 2 1 left_child=1 2 5 4 12 6 7 8 -1 10 -8 -11 -4 -9 right_child=-2 -3 3 -5 -6 -7 9 13 -10 11 -12 -13 -14 -15 leaf_value=0.065080093461640023 1.0725824559926986 -1.0029884490966796 0.47616038004557293 -0.48437677713001476 2.2526918783187866 -0.97599733896255492 -0.2438921018645068 0.074228545969182796 1.4100831242739145 0.016126567258216956 -0.0036651909134934445 0.60104229391666886 -0.24831707135490749 -0.23770278882330811 leaf_weight=49 20 20 27 34 20 25 439 111 59 5800 2455 57 23 107 leaf_count=49 20 20 27 34 20 25 439 111 59 5800 2455 57 23 107 internal_value=0 0.0073787 0.00957372 0.343558 0.745698 0.00575759 0.00846155 0.201054 0.732066 0.00105596 -0.0408203 0.0217817 0.142901 -0.0825858 internal_weight=0 9226 9206 104 70 9102 9077 326 108 8751 2894 5857 50 218 internal_count=9246 9226 9206 104 70 9102 9077 326 108 8751 2894 5857 50 218 cat_boundaries=0 2 3 4 6 7 cat_threshold=8320 151060480 1553 705 287834368 262144 390 is_linear=0 shrinkage=0.01 Tree=814 num_leaves=8 num_cat=1 split_feature=5 4 1 1 10 9 25 split_gain=221937 200538 119449 297434 97310.5 127371 115883 threshold=1435.0600000000002 1374.9750000000004 1422.3575000000001 1065.8000000000002 1211.5375000000001 690.66750000000013 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=0.19135079513140885 1.0618566980361939 -0.99295854949951179 -0.76250304007530223 1.229322512626648 0.68843870253789985 -0.5633281339743198 0.0023784454368349028 leaf_weight=327 20 20 20 20 21 39 8779 leaf_count=327 20 20 20 20 21 39 8779 internal_value=0 0.00730046 0.00947352 0.0111543 0.00849627 0.00693489 0.00937726 internal_weight=0 9226 9206 9186 9166 9145 9106 internal_count=9246 9226 9206 9186 9166 9145 9106 cat_boundaries=0 2 cat_threshold=8320 151060480 is_linear=0 shrinkage=0.01 Tree=815 num_leaves=16 num_cat=2 split_feature=1 5 1 2 25 0 24 26 2 2 0 5 1 2 26 split_gain=425087 325525 189928 187835 147544 165850 237405 185260 159178 266058 157700 117052 32919.3 50145.8 10562.9 threshold=497.97750000000002 1279.9550000000002 438.04750000000007 1202.4650000000004 0 66.112500000000011 1 2022.5000000000002 437.62500000000006 569.59500000000014 1052.6300000000003 403.91250000000008 563.68750000000011 28.484500000000004 2022.5000000000002 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 10 -10 -6 12 -2 14 -14 right_child=11 -3 -4 -5 8 7 -8 -9 9 -11 -12 -13 13 -15 -16 leaf_value=0.0033878788464238954 -0.82060869550704951 1.2709175052642823 0.77512209123180753 -0.97698862147331245 0.0010585678567559718 1.0301588630676271 -0.45440937849637281 -0.26894340605962846 1.1533211004734039 -0.023845458030700685 -0.84669817924499513 -1.2882403554916382 -0.67672175994286166 0.0073985088348388671 -0.41220710939831207 leaf_weight=229 20 20 31 20 8427 23 224 21 32 48 22 20 26 25 36 leaf_count=229 20 20 31 20 8427 23 224 21 32 48 22 20 26 25 36 internal_value=0 -0.00346422 -0.00627216 -0.00894994 -0.00680494 -0.172537 -0.232941 0.410133 0.00305128 0.447021 -0.00114887 -0.586033 -0.45478 -0.370681 -0.523133 internal_weight=0 9097 9077 9046 9026 497 453 44 8529 80 8449 127 107 87 62 internal_count=9224 9097 9077 9046 9026 497 453 44 8529 80 8449 127 107 87 62 cat_boundaries=0 3 4 cat_threshold=17301632 17039361 512 2968 is_linear=0 shrinkage=0.01 Tree=816 num_leaves=9 num_cat=0 split_feature=2 5 4 18 10 3 3 3 split_gain=261149 499820 181722 119708 266330 94002.7 240122 121221 threshold=1279.9550000000002 1318.45 1374.9750000000004 736.93000000000006 947.25000000000011 644.32500000000016 508.59600000000006 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=-0.0085956898377321112 -0.9276643173156246 1.5708485169410704 -0.96389837265014655 0.72711571996862234 -1.1362881506057014 -0.93481042146682736 1.0883408355712891 -0.03341922995206472 leaf_weight=9028 31 20 20 22 21 25 20 37 leaf_count=9028 31 20 20 22 21 25 20 37 internal_value=0 -0.00828547 -0.0117285 -0.00964791 -0.0114231 -0.00883006 -0.00617098 -0.396883 internal_weight=0 9193 9173 9153 9131 9110 9048 62 internal_count=9224 9193 9173 9153 9131 9110 9048 62 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=255952 489874 178105 180189 171134 198493 172603 102665 89458.3 227152 129085 130304 116381 8214.83 threshold=1279.9550000000002 1318.45 1374.9750000000004 0 1 66.112500000000011 2022.5000000000002 47.808000000000007 219.79500000000002 190.53000000000003 174.37500000000003 102.07500000000002 437.62500000000006 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=0.062995193944138994 -0.91838769251300445 1.5551399511098862 -0.95425939083099365 -0.00074936773265008071 -0.42456609824059172 1.0233969960212708 -0.29038709068298341 0.25341254805525143 -0.22842560185064184 1.0699770164489746 0.41131538794040678 -1.0941676603044781 0.36899869098219762 0.22917225087682408 leaf_weight=59 31 20 20 8395 322 20 20 24 101 20 25 21 86 60 leaf_count=59 31 20 20 8395 322 20 20 24 101 20 25 21 86 60 internal_value=0 -0.00820262 -0.0116112 -0.00955143 -0.191264 -0.292849 0.366505 -0.377539 0.00127938 0.00551023 -0.243304 -0.377447 0.00299999 0.135403 internal_weight=0 9193 9173 9153 505 386 40 346 8648 8501 147 122 8481 119 internal_count=9224 9193 9173 9153 505 386 40 346 8648 8501 147 122 8481 119 cat_boundaries=0 2 3 cat_threshold=17301632 17039361 2072 is_linear=0 shrinkage=0.01 Tree=818 num_leaves=16 num_cat=2 split_feature=1 5 1 2 25 0 24 26 2 2 0 5 1 1 1 split_gain=414686 307040 186695 178835 141506 160221 230213 179340 153760 260729 154463 115580 32354.2 33951.7 11613.1 threshold=497.97750000000002 1279.9550000000002 438.04750000000007 1202.4650000000004 0 66.112500000000011 1 2022.5000000000002 437.62500000000006 569.59500000000014 1052.6300000000003 403.91250000000008 844.84875000000011 1272.8850000000002 563.68750000000011 decision_type=2 2 2 2 9 2 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 10 -10 -6 12 14 -14 -2 right_child=11 -3 -4 -5 8 7 -8 -9 9 -11 -12 -13 13 -15 -16 leaf_value=0.0044456731400230442 -0.80950596356391913 1.2344426300525666 0.76876171788861669 -0.95317111825942991 0.0011932706398511679 1.0139290067423945 -0.44626441604306555 -0.26424723761422292 1.1386755037307739 -0.026640585164229073 -0.83781678286465733 -1.2764022800922394 -0.041804795265197751 -0.55628633913786518 -0.50743635967799594 leaf_weight=229 20 20 31 20 8427 23 224 21 32 48 22 20 29 23 35 leaf_count=229 20 20 31 20 8427 23 224 21 32 48 22 20 29 23 35 internal_value=0 -0.00322662 -0.00595366 -0.00860856 -0.00651558 -0.168821 -0.228175 0.40389 0.0031365 0.439486 -0.000991393 -0.578625 -0.448199 -0.269364 -0.61728 internal_weight=0 9097 9077 9046 9026 497 453 44 8529 80 8449 127 107 52 55 internal_count=9224 9097 9077 9046 9026 497 453 44 8529 80 8449 127 107 52 55 cat_boundaries=0 3 4 cat_threshold=17301632 17039361 512 2968 is_linear=0 shrinkage=0.01 Tree=819 num_leaves=15 num_cat=0 split_feature=1 5 1 2 2 0 2 5 0 2 1 1 1 2 split_gain=406427 301257 183192 175108 148818 509817 132369 113280 77593 73268.9 31710.4 33276.1 11382 10304 threshold=497.97750000000002 1144.97 438.04750000000007 1202.4650000000004 437.62500000000006 209.55000000000004 330.61600000000004 403.91250000000008 1052.6300000000003 569.59500000000014 844.84875000000011 1272.8850000000002 563.68750000000011 365.16250000000008 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 12 -12 -2 -8 right_child=7 -3 -4 -5 5 -7 13 -9 -10 -11 11 -13 -14 -15 leaf_value=-0.0066207057586710341 -0.80141090250015257 1.0515314651970511 0.76107410123271324 -0.9436394028663635 0.39140154520670573 1.8042546997070312 -0.35608922824859618 -1.2636382617950441 -0.54351909990663883 -0.21569382686614991 -0.041386740454312031 -0.55072347558063006 -0.50236197607857835 -0.63312190713553596 leaf_weight=8835 20 27 31 20 33 20 25 20 27 50 29 23 35 29 leaf_count=8835 20 27 31 20 33 20 25 20 27 50 29 23 35 29 internal_value=0 -0.00319921 -0.00633898 -0.00897089 -0.00689822 0.371035 -0.0112642 -0.572839 -0.00825648 0.0256814 -0.443717 -0.26667 -0.611107 -0.504866 internal_weight=0 9097 9070 9039 9019 103 8916 127 8862 83 107 52 55 54 internal_count=9224 9097 9070 9039 9019 103 8916 127 8862 83 107 52 55 54 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 6 7 split_gain=232060 1.20141e+06 342072 324135 319631 274277 155472 158464 149176 137674 117413 74040.6 26877.9 threshold=323.80000000000007 540.74500000000012 874.60000000000014 21.101500000000005 967.31750000000011 1164.4950000000001 844.84875000000011 0 2022.5000000000002 49.650000000000006 78.506250000000023 159.56250000000003 591.48000000000013 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=0.049634492944839396 0.010485836455696507 2.4920468703560208 -1.3132855377197266 1.1167760557963931 -0.97180257267811732 -0.98859355858394082 0.84229139154607591 0.0016792504862561436 0.67386036133420646 0.038303017616271973 -0.20057711941475417 -0.81085381885369612 -0.40216279936057553 leaf_weight=86 38 23 20 29 34 28 22 8542 69 20 297 24 27 leaf_count=86 38 23 20 29 34 28 22 8542 69 20 297 24 27 internal_value=0 0.376082 -0.00691575 0.0234213 -0.00403765 -0.000399439 0.00266949 0.000615709 0.307666 0.676583 -0.005111 -0.336185 -0.160922 internal_weight=0 161 9098 138 9078 9044 9016 8994 155 49 8839 89 65 internal_count=9259 161 9098 138 9078 9044 9016 8994 155 49 8839 89 65 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=263314 372034 132898 275590 202238 114907 195670 89561.9 90959 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=0.0065450353783919699 1.0924672442945567 -1.3652588768005369 -0.71383524913054242 1.1747035808563233 -0.71782584217878498 0.65531011157565644 -0.46999119366722547 -1.031463012073351 0.096725713918949005 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 -0.002856 0.000100281 0.0021199 -0.000437255 0.00391202 0.00197205 -0.507463 -0.288335 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 6 11 10 3 split_gain=229009 315795 184496 259061 121654 311002 115703 110338 101168 90295 threshold=1205.5225000000003 1164.6975000000002 1211.5375000000001 890.22500000000014 219.79500000000002 190.53000000000003 422.52500000000009 345.49500000000006 874.60000000000014 1530.8125000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -2 right_child=9 -3 -4 -5 7 -7 -8 -9 -10 -11 leaf_value=0.0050897236004933512 -1.2006585243770054 1.0634890181677681 -0.87575351854165395 1.0397592343886692 -0.27372675146696707 1.2498635082244873 -0.35527429185973275 0.29120664690222059 -1.0189089185541327 -0.27332238151913596 leaf_weight=8875 21 28 24 24 106 20 90 28 22 21 leaf_count=8875 21 28 24 24 106 20 90 28 22 21 internal_value=0 0.00310627 -0.000124848 0.00216812 -0.000556106 0.00425085 0.00147201 -0.277418 -0.401805 -0.73699 internal_weight=0 9217 9189 9165 9141 8985 8965 156 128 42 internal_count=9259 9217 9189 9165 9141 8985 8965 156 128 42 is_linear=0 shrinkage=0.01 Tree=823 num_leaves=18 num_cat=1 split_feature=7 7 7 10 2 8 0 8 2 25 26 7 20 0 9 8 7 split_gain=228097 520384 419599 331345 279088 171545 284448 152484 226483 156157 150076 141385 118920 89048.5 24502.1 10630.2 3196.17 threshold=323.80000000000007 441.88278000000008 374.25000000000006 874.60000000000014 1164.4950000000001 765.88 43.440000000000005 319.12500000000006 844.84875000000011 0 2022.5000000000002 664.68750000000011 169.11250000000004 63.870000000000005 130.08800000000005 503.46500000000009 1071.6575 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 left_child=3 2 -2 4 7 6 11 8 9 10 -1 -3 -11 14 15 -9 -13 right_child=1 5 -4 -5 -6 -7 -8 13 -10 12 -12 16 -14 -15 -16 -17 -18 leaf_value=0.049343984730021904 0.4091250282067519 0.6748698244423702 2.3096337118602936 -1.2925736045837402 -0.98345680779424216 0.8241538338434129 -1.1413339608130249 -0.47667560270854403 1.0666113884449007 -0.0018056065088169809 0.67799963726716883 -0.15131159209069753 -0.51719858709971112 -0.97559177291393284 0.071038902521133429 -0.22390673614129789 -0.32794881367683409 leaf_weight=86 26 29 21 20 29 21 23 28 20 8721 68 21 45 20 20 41 20 leaf_count=86 26 29 21 20 29 21 23 28 20 8721 68 21 45 20 20 41 20 internal_value=0 0.372862 1.25829 -0.00685103 -0.00401842 0.00781802 -0.176516 -0.000879544 0.00365315 0.00126983 0.306997 0.140496 -0.00444629 -0.372644 -0.23715 -0.32648 -0.237476 internal_weight=0 161 47 9098 9078 114 93 9049 8940 8920 154 70 8766 109 89 69 41 internal_count=9259 161 47 9098 9078 114 93 9049 8940 8920 154 70 8766 109 89 69 41 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=258112 365974 129748 270240 197150 112320 190542 87080.8 88807.2 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=0.0064616687594682577 1.0816276673295282 -1.354083683013916 -0.7053132585378793 1.163251044511795 -0.70934206201479977 0.64789015028211805 -0.46378974295210562 -1.0177244474576868 0.095516760924766811 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 -0.00282264 0.000109467 0.00210501 -0.000427207 0.003867 0.001949 -0.501033 -0.284962 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=381814 183114 140296 249844 149954 130803 192306 24609.8 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=0.00011508572054847493 1.3836679172515869 -0.95533487689495089 -0.83407671713829046 1.1208461575508117 0.76030348337613618 -0.81482159900665285 0.95816442217145648 -0.32468056366557163 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 0.000481844 0.00255677 0.00437693 0.00194268 -0.000212935 0.00232451 -0.563774 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=374216 179470 137504 244872 146970 128200 188479 24120 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=0.00011393493067844268 1.3698313064575194 -0.9457815215736628 -0.82573596405982974 1.1096376748085022 0.75270042786231417 -0.80667338562011726 0.94858283996582038 -0.32143375845182515 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 0.000477026 0.00253121 0.00433316 0.00192325 -0.000210806 0.00230127 -0.558136 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=12 num_cat=0 split_feature=5 1 1 2 19 2 2 1 1 2 19 split_gain=205373 86046 137804 180741 132189 118612 175630 67305.9 99069.3 65527.2 42560.1 threshold=1412.3803750000002 1236.1260000000004 497.97750000000002 1120.4650000000004 362.77500000000003 569.59500000000014 492.37500000000006 629.70000000000016 802.66250000000002 844.84875000000011 682.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -4 -9 -7 -6 right_child=-2 -3 7 -5 10 9 -8 8 -10 -11 -12 leaf_value=-0.00072809144573861664 0.99120231492178779 0.51087439984986271 -0.8089774260697542 0.9298054338636853 0.90080256319046015 -0.71521410438749533 0.93741237831115731 0.32822354024106809 -0.50723335054516794 -0.012323922883896601 0.24842128372192385 leaf_weight=8972 21 33 27 21 20 36 20 22 40 21 20 leaf_count=8972 21 33 27 21 20 36 20 22 40 21 20 internal_value=0 0.00115552 -0.00067302 0.00315255 0.00101153 -0.001524 0.00135852 -0.392256 -0.210781 -0.456255 0.574612 internal_weight=0 9232 9199 9110 9089 9049 8992 89 62 57 40 internal_count=9253 9232 9199 9110 9089 9049 8992 89 62 57 40 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=365514 179253 136449 239991 106515 183794 183424 140512 122592 threshold=1422.3575000000001 1374.9750000000004 1422.3575000000001 1094.8600000000004 497.97750000000002 43.440000000000005 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=0.0075392269157874203 1.3537827377319338 -0.94524381697177884 -0.82258737182617181 1.0985230875015259 -0.67730204154144635 -1.1163308531045915 0.93858588445754276 0.34835015181232903 -0.28964297752642465 leaf_weight=8932 20 20 20 20 22 23 21 34 141 leaf_count=8932 20 20 20 20 22 23 21 34 141 internal_value=0 0.000443248 0.00249619 0.00429121 0.00190545 -0.363701 0.00508148 -0.0545846 0.00292083 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=358240 133068 235115 181778 173016 156480 213919 140780 46091.5 threshold=1422.3575000000001 1422.3575000000001 1094.8600000000004 1120.4650000000004 660.10000000000002 362.12500000000006 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=0.00034083990936172189 1.3402449073791505 -0.81436150598526003 1.0591101151420956 0.80429960063525618 -0.97429423831758044 0.024112152973810832 1.359273120522499 -0.49820166428883872 -0.31174832556928911 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 0.000438815 0.00220762 -0.000206974 -0.00266509 0.000283272 0.558177 -0.00279154 -0.643021 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 6 1 split_gain=599009 301235 202112 206811 159882 257528 165892 140738 107688 28085.2 8954.21 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 362.77500000000003 143.49000000000004 1005.9575000000001 449.26500000000004 563.68750000000011 62.300000000000004 1236.1260000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 10 -4 right_child=-2 -3 9 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.0030317936623150015 -1.4158769537607829 1.1957875171161834 -0.29305326159795125 -1.0148431434631349 -0.095872594767383162 1.3576743151924828 -0.91094763565063475 0.40821673654374624 0.75896080704033386 -0.84665467590093613 -0.55531021159628158 leaf_weight=8905 30 21 30 20 56 22 20 84 20 20 23 leaf_count=8905 30 21 30 20 56 22 20 84 20 20 23 internal_value=0 -0.000534631 -0.00326537 0.000926422 0.00315717 0.40489 -0.00121288 0.000811223 0.129084 -0.527354 -0.406863 internal_weight=0 9221 9200 9127 9107 98 9009 8989 76 73 53 internal_count=9251 9221 9200 9127 9107 98 9009 8989 76 73 53 is_linear=0 shrinkage=0.01 Tree=831 num_leaves=12 num_cat=0 split_feature=0 5 1 4 1 0 0 0 3 1 1 split_gain=587089 295241 198090 202695 156700 252403 162590 137937 107312 105545 13734.8 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 362.77500000000003 143.49000000000004 1005.9575000000001 449.26500000000004 293.06250000000006 563.68750000000011 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 10 -6 -4 right_child=-2 -3 8 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.0030014765855889188 -1.4017181968688965 1.1838296209062849 -0.47764633184129546 -1.004694709777832 -0.09491387147988592 1.3440975865450773 -0.90183813953399661 0.4041345537276495 -1.1462243947982789 0.75137114968895913 -0.15094034256473665 leaf_weight=8905 30 21 22 20 56 22 20 84 20 20 31 leaf_count=8905 30 21 22 20 56 22 20 84 20 20 31 internal_value=0 -0.000529286 -0.00323271 0.000917157 0.00312559 0.400841 -0.00120076 0.00080311 -0.52208 0.127793 -0.286554 internal_weight=0 9221 9200 9127 9107 98 9009 8989 73 76 53 internal_count=9251 9221 9200 9127 9107 98 9009 8989 73 76 53 is_linear=0 shrinkage=0.01 Tree=832 num_leaves=16 num_cat=2 split_feature=1 5 4 25 24 26 1 2 1 26 1 10 13 2 26 split_gain=565670 356688 198121 158976 780422 644445 131050 100921 375802 90227.2 155152 90007.4 109671 40565.7 33302.4 threshold=665.43750000000011 1341.6425000000002 1374.9750000000004 0 1 2022.5000000000002 362.77500000000003 157.58975000000007 441.67528000000004 2022.5000000000002 1209.1250000000002 911.47500000000014 458.71125000000006 49.650000000000006 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 11 8 -8 10 -2 12 -5 -11 -6 right_child=9 -3 -4 6 14 -7 7 -9 -10 13 -12 -13 -14 -15 -16 leaf_value=0.23635875697995798 0.14642993472871327 1.2464380176689314 -0.99464777755737299 -0.0082220330658067473 -0.10384607080515329 1.7763784442629134 1.3059607882499693 0.88203000845732515 -0.33067923692946738 -0.82526946673026458 -1.0842533874511719 0.66057580661773685 -0.45617611503601074 -1.4087175749648702 -0.4041035719320808 leaf_weight=61 21 23 20 8692 77 49 20 27 47 26 20 20 55 22 71 leaf_count=61 21 23 20 8692 77 49 20 27 47 26 20 20 55 22 71 internal_value=0 0.00268457 -0.000445564 0.00173494 0.24169 0.845504 -0.0055182 0.365873 0.15787 -0.798414 -0.453903 -0.00950657 -0.0110387 -1.09268 -0.232199 internal_weight=0 9162 9139 9119 258 110 8861 94 67 89 41 8767 8747 48 148 internal_count=9251 9162 9139 9119 258 110 8861 94 67 89 41 8767 8747 48 148 cat_boundaries=0 2 3 cat_threshold=8320 16777217 1809 is_linear=0 shrinkage=0.01 Tree=833 num_leaves=12 num_cat=0 split_feature=0 5 1 4 1 0 0 0 1 3 1 split_gain=572734 284507 188355 194712 150803 247141 159291 135028 104724 104345 13805.9 threshold=1335.1525000000004 1412.3803750000002 715.87500000000011 1374.9750000000004 362.77500000000003 143.49000000000004 1005.9575000000001 449.26500000000004 563.68750000000011 293.06250000000006 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 8 7 -1 -6 10 -4 right_child=-2 -3 9 -5 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.0029519160336478585 -1.3844363091786702 1.1621471666154408 -0.46841485944661232 -0.98470129776000981 -0.098793123859379967 1.326604673212225 -0.89262397670745852 0.39986874205725537 0.74419441103935247 -1.1245317945480346 -0.1408648952361076 leaf_weight=8905 30 21 22 20 56 22 20 84 20 20 31 leaf_count=8905 30 21 22 20 56 22 20 84 20 20 31 internal_value=0 -0.000484226 -0.00313806 0.000908561 0.00307307 0.393232 -0.00117109 0.000812344 0.123046 -0.509076 -0.276829 internal_weight=0 9221 9200 9127 9107 98 9009 8989 76 73 53 internal_count=9251 9221 9200 9127 9107 98 9009 8989 76 73 53 is_linear=0 shrinkage=0.01 Tree=834 num_leaves=12 num_cat=1 split_feature=0 5 4 25 13 13 13 4 10 26 6 split_gain=561336 278846 158508 115890 97392.8 152902 200256 91350.7 88975.5 64923 36210.1 threshold=1335.1525000000004 1412.3803750000002 1374.9750000000004 0 223.98000000000002 109.09500000000001 153.93750000000003 168.37500000000003 744.3325000000001 2022.5000000000002 2.9625000000000008 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 9 5 8 -7 10 -5 -1 -6 right_child=-2 -3 -4 4 7 6 -8 -9 -10 -11 -12 leaf_value=0.062990439868399084 -1.3705919494628906 1.1505257354463849 -0.87090738205682672 -0.0090052838835871681 -0.32718935403457056 1.2789954821268719 0.11182407126134755 0.2143060632105227 0.57685793702418997 0.37856794206822508 -0.78170371413230899 leaf_weight=140 30 21 21 8705 65 21 49 27 26 122 24 leaf_count=140 30 21 21 8705 65 21 49 27 26 122 24 internal_value=0 -0.000479384 -0.00310668 -0.0011213 -0.00731448 -0.00352851 0.461975 -0.295189 -0.00726064 0.20222 -0.449755 internal_weight=0 9221 9200 9179 8917 8801 70 116 8731 262 89 internal_count=9251 9221 9200 9179 8917 8801 70 116 8731 262 89 cat_boundaries=0 2 cat_threshold=8320 16777217 is_linear=0 shrinkage=0.01 Tree=835 num_leaves=11 num_cat=1 split_feature=4 0 16 9 5 25 0 1 4 2 split_gain=236307 116921 89767.9 543769 97779.3 91760.1 267430 208695 136417 60979.5 threshold=1530.8125000000002 1219.7885000000003 451.12500000000006 43.440000000000005 1265.0725000000002 0 831.91125000000011 487.50000000000006 368.63682000000006 557.67000000000019 decision_type=2 2 2 2 2 9 2 2 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=0.043897980957433663 -1.0748707237243653 0.55967189911084303 -0.38316201142966749 1.7187713193893432 -0.68984253804385665 -0.014276220994075451 -1.0266640837296195 0.56344666776777819 -0.60568612697796942 0.51329542203383016 leaf_weight=3623 20 39 32 20 20 5293 23 79 39 22 leaf_count=3623 20 39 32 20 20 5293 23 79 39 22 internal_value=0 0.0132963 0.0109677 0.425274 0.00859998 0.0101386 0.0481771 0.0549851 -0.0163858 -0.0120925 internal_weight=0 9190 9151 52 9099 9079 3725 3702 5354 5315 internal_count=9210 9190 9151 52 9099 9079 3725 3702 5354 5315 cat_boundaries=0 3 cat_threshold=2543874432 3271622688 536871440 is_linear=0 shrinkage=0.01 Tree=836 num_leaves=12 num_cat=1 split_feature=5 2 2 25 26 1 5 2 8 10 7 split_gain=170413 129707 200362 144914 610209 115167 629457 418467 98474.5 132630 121511 threshold=1374.9750000000004 1164.4950000000001 890.22500000000014 0 2022.5000000000002 484.01500000000004 64.050000000000011 28.484500000000004 515.18500000000006 874.60000000000014 218.29500000000002 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 8 7 -7 9 -5 -10 right_child=-2 -3 -4 5 -6 6 -8 -9 10 -11 -12 leaf_value=-0.283302655748918 -0.86824076804247774 -0.57010034586253922 1.0151608015298843 0.0030950885703322447 1.0687455150059291 0.32035035036386006 -1.0989421046773593 1.9223362142389471 0.083719303867091296 -0.79256834211803628 0.9739231225718622 leaf_weight=71 22 38 20 8797 63 63 24 22 46 21 23 leaf_count=71 22 38 20 8797 63 63 24 22 46 21 23 internal_value=0 0.0129288 0.0153501 0.0131599 0.327892 0.00809835 0.331182 0.734982 0.0041448 0.00120022 0.380454 internal_weight=0 9188 9150 9130 134 8996 109 85 8887 8818 69 internal_count=9210 9188 9150 9130 134 8996 109 85 8887 8818 69 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=837 num_leaves=11 num_cat=1 split_feature=5 0 16 9 10 25 0 3 1 3 split_gain=167022 128155 118256 480552 332886 83160.1 152179 118141 56903.6 42207.6 threshold=1374.9750000000004 1219.7885000000003 451.12500000000006 43.440000000000005 874.60000000000014 0 1005.9575000000001 644.32500000000016 429.49500000000006 378.05000000000007 decision_type=2 2 2 2 2 9 2 2 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=0.056916914478660513 -0.85955832828174938 0.59233059230603669 -0.28910370119156376 1.6990942058563232 -1.0439463984171549 -0.011509624610206867 -0.82458694648742681 -0.37624841412529353 -0.53507964704717903 -0.44086614194123641 leaf_weight=3891 22 38 31 20 30 5050 20 64 21 23 leaf_count=3891 22 38 31 20 30 5050 20 64 21 23 internal_value=0 0.0127995 0.0103927 0.490582 0.00770123 0.0111801 0.0453932 0.0499074 -0.0155761 -0.0134562 internal_weight=0 9188 9150 51 9099 9069 3975 3955 5094 5073 internal_count=9210 9188 9150 51 9099 9069 3975 3955 5094 5073 cat_boundaries=0 3 cat_threshold=2544398720 3273719840 536871440 is_linear=0 shrinkage=0.01 Tree=838 num_leaves=15 num_cat=1 split_feature=4 25 1 17 10 13 13 4 2 4 8 7 7 26 split_gain=229976 100788 248073 239091 267544 166432 322112 142959 104971 72374 65243.9 100008 38222.4 23697.3 threshold=1530.8125000000002 0 1272.8850000000002 494.36250000000007 379.49000000000007 285.37500000000006 92.100000000000023 460.42500000000007 844.84875000000011 400.12500000000006 747.7125000000002 397.87500000000006 13.037000000000001 2022.5000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 9 10 11 -3 -6 -9 right_child=-2 7 -4 -5 12 -7 -8 13 -10 -11 -12 -13 -14 -15 leaf_value=0.094107240789444518 -1.0605511817932129 0.0025185480793114738 1.1816842433384487 1.1150111924518238 -0.9208898911652742 -0.61171701714396476 1.3771170816421507 -0.7613327936692672 0.71053975400470548 0.60342050115764134 0.57156302666664127 -0.44172109817757327 -0.3441090774536133 -0.33762859062715012 leaf_weight=906 20 7975 21 22 27 32 20 22 21 20 20 51 20 33 leaf_count=906 20 7975 21 22 27 32 20 22 21 20 20 51 20 33 internal_value=0 0.0129397 0.104752 0.0837513 0.0611765 0.0973158 0.121818 0.000992098 0.00444895 0.00261063 0.00111719 -0.000304305 -0.675451 -0.50711 internal_weight=0 9190 1048 1027 1005 958 926 8142 8087 8066 8046 8026 47 55 internal_count=9210 9190 1048 1027 1005 958 926 8142 8087 8066 8046 8026 47 55 cat_boundaries=0 2 cat_threshold=8576 16777216 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=163098 128391 194767 141036 597989 112215 614272 410074 82738.4 107050 threshold=1374.9750000000004 1164.4950000000001 890.22500000000014 0 2022.5000000000002 484.01500000000004 64.050000000000011 28.484500000000004 1120.4650000000004 401.91000000000003 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=-0.28183691293001173 -0.84948898142034357 -0.56750277820386386 1.0007220087647439 0.0048278211853897551 1.0566048882499575 0.3151811778675469 -1.0860345577200254 1.9010200292413886 0.63086175055730909 -0.50122859693708877 leaf_weight=71 22 38 20 8824 63 63 24 22 21 42 leaf_count=71 22 38 20 8824 63 63 24 22 21 42 internal_value=0 0.0125616 0.0149706 0.0128113 0.323303 0.00781826 0.326734 0.725634 0.00391552 0.00243053 internal_weight=0 9188 9150 9130 134 8996 109 85 8887 8866 internal_count=9210 9188 9150 9130 134 8996 109 85 8887 8866 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=840 num_leaves=24 num_cat=6 split_feature=5 0 3 0 0 25 24 1 1 16 25 4 24 7 0 0 25 5 3 24 5 7 0 split_gain=432059 172290 449984 219335 200092 134427 289909 240575 584978 157585 143910 128466 142822 138296 118589 211973 103331 300095 83137.4 72025.4 43875.3 48170.9 14961.7 threshold=1530.8125000000002 806.46500000000003 164.55774000000002 1205.5225000000003 108.87000000000002 0 1 660.10000000000002 352.38000000000005 20.073625000000003 2 241.87500000000003 3 122.98 313.88000000000005 244.35500000000002 4 47.808000000000007 120.37500000000001 5 403.91250000000008 310.65000000000003 375.58250000000004 decision_type=2 2 2 2 2 9 1 2 2 2 9 2 1 2 2 2 9 2 2 1 2 2 2 left_child=1 4 3 -3 5 6 9 8 -8 10 -1 12 14 -13 15 -6 17 19 22 -7 21 -18 -14 right_child=-2 2 -4 -5 11 16 7 -9 -10 -11 -12 13 18 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 leaf_value=-0.25387005560143905 -1.4782531657218934 0.62088814965609851 1.7547340240478517 -0.61994587625776021 -0.091579005347357856 -0.09182640167974658 0.17097600214868611 -0.90310993385314942 1.8978607568740844 0.64774378118843867 0.027516500500976006 0.63246667518760225 -0.40346157071012889 -0.42136372756958013 -0.39447503399848943 1.1251558866954985 -0.012150746459486602 0.81202627237026503 -0.86587273842579604 -0.45528617548786737 0.37551028818919741 -0.35189324844451181 -0.217311740972228 leaf_weight=330 20 29 20 28 45 114 1022 20 20 29 393 33 161 20 40 21 6577 26 37 143 29 42 59 leaf_count=330 20 29 20 28 45 114 1022 20 20 29 393 33 161 20 40 21 6577 26 37 143 29 42 59 internal_value=0 -0.00686827 0.464181 0.0113556 -0.0108275 -0.000634347 0.0757623 0.18156 0.204122 -0.074071 -0.104048 -0.225105 -0.292253 0.234795 0.0321398 0.295564 -0.0207085 -0.204548 -0.411296 -0.315351 -0.0125871 -0.0143065 -0.35354 internal_weight=0 9238 77 57 9161 8745 1814 1062 1042 752 723 416 363 53 106 66 6931 283 257 257 6648 6619 220 internal_count=9258 9238 77 57 9161 8745 1814 1062 1042 752 723 416 363 53 106 66 6931 283 257 257 6648 6619 220 cat_boundaries=0 3 4 6 7 9 10 cat_threshold=320872704 3240362115 66112 2466 8448 16777217 2081 524416 65536 2202 is_linear=0 shrinkage=0.01 Tree=841 num_leaves=16 num_cat=3 split_feature=5 0 17 0 4 3 24 7 25 5 26 6 25 0 6 split_gain=423456 171444 147185 149559 121870 166726 178005 149223 113873 295074 100085 97124.4 108130 31607.9 359.363 threshold=1530.8125000000002 1219.7885000000003 494.36250000000007 108.87000000000002 241.87500000000003 120.37500000000001 0 125.53500000000001 1 47.808000000000007 2022.5000000000002 644.32500000000016 2 404.82250000000005 1058.7500000000002 decision_type=2 2 2 2 2 2 1 2 9 2 2 2 9 2 2 left_child=1 2 3 8 5 6 -5 -6 9 10 -1 12 -10 -7 -13 right_child=-2 -3 -4 4 7 13 -8 -9 11 -11 -12 14 -14 -15 -16 leaf_value=-0.11459517757019659 -1.4634706077575683 0.67253424051645638 0.62862051301532318 0.13395307114630034 0.62293794522414336 -0.96312032006003634 -0.33615574625985967 -0.40278278019117275 0.076155337460023301 0.82855377855300905 -0.51564796787793521 -0.45785348594188691 -0.01223856272855948 -0.46683846382867722 -0.51780039024353031 leaf_weight=127 20 37 36 122 37 33 214 23 1736 25 122 20 6665 21 20 leaf_count=127 20 37 36 122 37 33 214 23 1736 25 122 20 6665 21 20 internal_value=0 -0.00680796 -0.0095398 -0.0120465 -0.18982 -0.254368 -0.171479 0.229745 -0.00286713 -0.19982 -0.311095 0.00375834 0.00610342 -0.770122 -0.487827 internal_weight=0 9238 9201 9165 450 390 336 60 8715 274 249 8441 8401 54 40 internal_count=9258 9238 9201 9165 450 390 336 60 8715 274 249 8441 8401 54 40 cat_boundaries=0 1 3 6 cat_threshold=3333 524416 65536 320872704 3240362115 66048 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 2 4 18 3 26 split_gain=415029 133026 337012 209547 202657 113526 139584 585330 249431 128632 125790 82668.2 68579.7 46305.7 threshold=1530.8125000000002 548.95500000000004 700.81750000000011 239.70000000000002 441.88278000000008 508.59600000000006 0 326.66250000000008 1 1374.9750000000004 593.34250000000009 453.62500000000006 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 12 11 -8 13 -7 right_child=-2 2 3 -5 -6 9 10 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.2221470280569427 -1.4488359184265136 1.4873107810247512 -0.42722367048263549 0.83736043453216558 -0.83082153431574501 -0.66748659629821772 -0.017203046799858755 1.4178446833292642 -0.096944635667012627 0.33266725670207625 -0.74064300417900086 0.62651738560199743 -1.0062076904556967 -0.089043678775910406 leaf_weight=480 20 21 38 20 30 25 7989 33 483 22 24 20 22 31 leaf_count=480 20 21 38 20 30 25 7989 33 483 22 24 20 22 31 internal_value=0 -0.00674138 0.401851 0.00883981 -0.0102656 -0.00756911 -0.0038579 0.107204 0.0634043 -0.342654 -0.0177397 -0.0155956 -0.533129 -0.347277 internal_weight=0 9238 79 58 9159 9129 9029 996 963 100 8033 8009 78 56 internal_count=9258 9238 79 58 9159 9129 9029 996 963 100 8033 8009 78 56 cat_boundaries=0 2 3 cat_threshold=8448 2164523009 1365 is_linear=0 shrinkage=0.01 Tree=843 num_leaves=10 num_cat=1 split_feature=5 0 1 17 5 25 7 8 1 split_gain=406771 167618 148638 143901 125325 116976 180234 117919 5206.8 threshold=1530.8125000000002 1219.7885000000003 967.31750000000011 494.36250000000007 992.8900000000001 0 252.37200000000004 715.87500000000011 1272.8850000000002 decision_type=2 2 2 2 2 9 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=-0.30071708350013399 -1.4343475891351698 0.66504768990181595 -0.48613173174858093 0.63332810470036105 -0.79983510923385626 0.0014812171775870965 0.60799780011177063 -0.52965028586841767 -0.70906962221319025 leaf_weight=241 20 37 20 35 20 8797 24 42 22 leaf_count=241 20 37 20 35 20 8797 24 42 22 internal_value=0 -0.00667261 -0.0093738 -0.00665205 -0.00910704 -0.00736994 -0.210476 -0.00104137 -0.602909 internal_weight=0 9238 9201 9159 9124 9104 265 8839 42 internal_count=9258 9238 9201 9159 9124 9104 265 8839 42 cat_boundaries=0 1 cat_threshold=524416 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=398676 164283 145680 134584 522674 157291 175755 263398 129982 184186 149589 5103.19 threshold=1530.8125000000002 1219.7885000000003 967.31750000000011 378.05000000000007 2.9625000000000008 0 1.7878000000000001 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=-0.27330118887414306 -1.4200040917396546 0.65839723896335911 -0.48127042269706727 -0.20453940660525594 1.7838174161911011 0.0034979180360378065 -1.0520392020702363 0.89887727601187561 0.11782084258027781 0.88078333854675295 -0.30046877589375298 -0.70197892969304865 leaf_weight=220 20 37 20 39 20 8414 25 21 119 24 277 22 leaf_count=220 20 37 20 39 20 8414 25 21 119 24 277 22 internal_value=0 -0.00660588 -0.00928006 -0.00658553 0.46948 -0.00967211 -0.244749 -0.171161 -0.00231404 0.00599316 -0.179383 -0.59688 internal_weight=0 9238 9201 9159 59 9100 266 241 8834 8438 396 42 internal_count=9258 9238 9201 9159 59 9100 266 241 8834 8438 396 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 0 25 0 0 split_gain=512095 164709 257433 168675 169916 119136 118680 112822 34509.9 23278.8 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1295.4950000000001 1064.4750000000001 1120.4650000000004 462.80000000000007 0 1265.0725000000002 569.59500000000014 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 3 8 4 5 6 7 -1 -3 -8 right_child=-2 2 -4 -5 -6 -7 9 -9 -10 -11 leaf_value=0.17637152693702804 -1.5273599606210535 0.1848513331413269 1.0329070448264097 -0.89898334821065262 0.91898432350158687 0.6361637670418312 -0.6690909251460323 -0.0098596077963689615 -0.40260018920898438 -0.27038816571235658 leaf_weight=328 22 20 39 21 20 29 27 8654 20 32 leaf_count=328 22 20 39 21 20 29 27 8654 20 32 internal_value=0 0.000146925 0.45479 -0.00379521 -0.00172712 -0.00375735 -0.00580997 -0.00287353 -0.108874 -0.452845 internal_weight=0 9190 79 9111 9090 9070 9041 8982 40 59 internal_count=9212 9190 79 9111 9090 9070 9041 8982 40 59 cat_boundaries=0 2 cat_threshold=16785536 134217729 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 0 2 split_gain=501906 161430 139411 114007 103203 88156.5 105666 94340.6 91065.2 20160.7 15073 threshold=1374.9750000000004 744.3325000000001 1295.4950000000001 1064.4750000000001 911.47500000000014 644.32500000000016 817.62000000000012 0 508.59600000000006 960.86250000000007 217.52000000000004 decision_type=2 2 2 2 2 2 2 9 2 2 2 left_child=1 3 9 4 5 7 -7 -1 -9 -3 -8 right_child=-2 2 -4 -5 -6 6 10 8 -10 -11 -12 leaf_value=0.2902450662058863 -1.5120864008502528 0.55622635936737064 -0.058864911794662474 0.73220638456798737 -0.64707635593414314 -0.94627492325646545 -0.23757354096003941 -0.0060139898670049756 0.63815980564464225 0.97512089482060194 0.10656377160549164 leaf_weight=100 22 20 32 21 25 21 35 8867 22 27 20 leaf_count=100 22 20 32 21 25 21 35 8867 22 27 20 internal_value=0 0.000147268 0.450242 -0.00375543 -0.00545567 -0.00368617 -0.342836 -0.000818731 -0.00441471 0.796868 -0.112433 internal_weight=0 9190 79 9111 9090 9065 76 8989 8889 47 55 internal_count=9212 9190 79 9111 9090 9065 76 8989 8889 47 55 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 24 0 split_gain=491920 158215 251902 111737 101150 87361.4 79518.7 899532 55658.1 32989.6 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 1 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=0.83647263700399943 -1.496965541080995 0.17534608221054079 1.0176126000820063 0.72488425300234838 -0.64060559120178229 -0.55162646244312163 0.02201667952614372 -0.22233585452613158 -0.029210952572978368 -0.3990195770263672 leaf_weight=113 22 20 39 21 25 29 3636 224 5063 20 leaf_count=113 22 20 39 21 25 29 3636 224 5063 20 internal_value=0 0.000148953 0.44574 -0.00371469 -0.00539792 -0.00364611 -0.00188743 0.146569 -0.00779818 -0.111837 internal_weight=0 9190 79 9111 9090 9065 9036 337 8699 40 internal_count=9212 9190 79 9111 9090 9065 9036 337 8699 40 cat_boundaries=0 2 3 4 cat_threshold=16785536 134217729 561 3148 is_linear=0 shrinkage=0.01 Tree=848 num_leaves=11 num_cat=0 split_feature=5 0 26 4 10 2 0 0 0 0 split_gain=482135 155062 246889 165824 161220 116651 116123 110270 32333.1 22806.6 threshold=1374.9750000000004 744.3325000000001 2022.5000000000002 1295.4950000000001 1064.4750000000001 1120.4650000000004 462.80000000000007 429.49500000000006 1265.0725000000002 569.59500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 5 6 7 -1 -3 -8 right_child=-2 2 -4 -5 -6 -7 9 -9 -10 -11 leaf_value=-0.0044606180419926077 -1.4819958591461182 0.17359262990951538 1.0074364676842325 -0.89126094454810723 0.89522352790832516 0.62961461638582161 -0.66186284806993267 0.70438135103745891 -0.39502936553955081 -0.26722400754690173 leaf_weight=8960 22 20 39 21 20 29 27 22 20 32 leaf_count=8960 22 20 39 21 20 29 27 22 20 32 internal_value=0 0.000154068 0.441282 -0.00367088 -0.00162034 -0.00359795 -0.00562905 -0.00272442 -0.110718 -0.447821 internal_weight=0 9190 79 9111 9090 9070 9041 8982 40 59 internal_count=9212 9190 79 9111 9090 9070 9041 8982 40 59 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=472540 151976 241976 162524 158012 114329 162107 142874 121089 31689.7 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=-0.0037455471557008651 -1.4671758790449665 0.17185669422149658 0.99736211092044147 -0.88234834080650704 0.8862712955474854 0.62331843594024927 -0.22078764788958491 0.84240235137939457 -1.1441307134628296 -0.39107905197143555 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 0.000152527 0.436869 -0.00363417 -0.00160414 -0.00356197 -0.00557276 -0.00185935 -0.488423 -0.109611 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=12 num_cat=0 split_feature=5 0 0 4 19 18 0 26 0 2 0 split_gain=329375 215315 166970 163416 141443 202587 113893 405188 185229 68562.7 74441.6 threshold=1374.9750000000004 1219.7885000000003 483.75000000000006 130.99900000000005 492.13750000000005 582.96000000000015 352.08500000000004 2022.5000000000002 307.23750000000007 47.808000000000007 630.86250000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 9 5 6 8 -8 -1 10 -4 right_child=-2 -3 3 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.0047574021468486712 -1.260233336176191 0.76542767259809708 -0.88625450809796646 0.3360213706804358 0.83513032245635987 -0.96520202593369919 1.2944958561864395 -0.28420736003566432 -0.76692590620368717 -1.127199275970459 -0.17115552567146922 leaf_weight=8992 21 36 24 23 20 22 29 37 32 20 37 leaf_count=8992 21 36 24 23 20 22 29 37 32 20 37 internal_value=0 -0.00643769 -0.00944626 -0.407869 -0.00490882 -0.00675263 -0.00443295 0.409465 -0.00746013 -0.619097 -0.452506 internal_weight=0 9272 9236 104 9132 9112 9090 66 9024 81 61 internal_count=9293 9272 9236 104 9132 9112 9090 66 9024 81 61 is_linear=0 shrinkage=0.01 Tree=851 num_leaves=12 num_cat=0 split_feature=5 0 1 1 0 19 18 13 1 1 1 split_gain=322820 211031 270443 212968 88070.2 83882.6 96250.6 112855 51929.5 28292.7 12446.8 threshold=1374.9750000000004 1219.7885000000003 497.97750000000002 438.04750000000007 254.41050000000004 492.13750000000005 677.77500000000009 603.77750000000015 844.84875000000011 1157.6300000000001 652.50000000000011 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=-0.0035773277254462867 -1.247630958557129 0.75777333365546329 -0.41686090612205967 0.85244800962250811 -0.96088239505373196 0.59727129977682358 -0.70036261367797847 -0.5496900257311369 0.20218224430084228 -0.31749724171378396 -0.74113586831092837 leaf_weight=9006 21 36 29 29 29 23 20 38 20 22 20 leaf_count=9006 21 36 29 29 29 23 20 38 20 22 20 internal_value=0 -0.00637332 -0.0093518 -0.00314334 -0.480988 -0.00587385 -0.00740433 -0.00587192 -0.328055 -0.0700308 -0.549218 internal_weight=0 9272 9236 9116 120 9087 9064 9044 91 42 49 internal_count=9293 9272 9236 9116 120 9087 9064 9044 91 42 49 is_linear=0 shrinkage=0.01 Tree=852 num_leaves=12 num_cat=0 split_feature=5 0 1 1 0 19 18 13 1 1 1 split_gain=316396 206831 265061 208730 86317.6 82213.4 94335.2 110609 50976.5 19755.5 1256.52 threshold=1374.9750000000004 1219.7885000000003 497.97750000000002 438.04750000000007 254.41050000000004 492.13750000000005 677.77500000000009 603.77750000000015 752.83000000000015 1157.6300000000001 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=-0.0035415541954576814 -1.2351546841575987 0.7501956563525729 -0.51346537952976568 0.84392355294063182 -0.95127357745992724 0.59129855114480723 -0.69335898017883302 -0.5441931206301639 0.096554401969909665 -0.31432227958332409 -0.62045411783715954 leaf_weight=9006 21 36 21 29 29 23 20 38 25 22 23 leaf_count=9006 21 36 21 29 29 23 20 38 25 22 23 internal_value=0 -0.00630958 -0.00925828 -0.0031119 -0.476178 -0.00581511 -0.00733029 -0.0058132 -0.324774 -0.0957709 -0.569391 internal_weight=0 9272 9236 9116 120 9087 9064 9044 91 47 44 internal_count=9293 9272 9236 9116 120 9087 9064 9044 91 47 44 is_linear=0 shrinkage=0.01 Tree=853 num_leaves=13 num_cat=1 split_feature=14 8 1 2 2 1 25 26 0 11 1 1 split_gain=196470 171102 225707 126461 163309 119946 104892 416253 163700 74446.1 19199.9 16320.5 threshold=1064.4750000000001 947.25000000000011 497.97750000000002 470.16250000000008 28.484500000000004 453.00000000000006 0 2022.5000000000002 1335.1525000000004 465.34500000000008 844.84875000000011 1236.1260000000004 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 left_child=1 2 5 4 10 6 7 -1 9 -8 -4 -12 right_child=-2 -3 3 -5 -6 -7 8 -9 -10 -11 11 -13 leaf_value=-0.16573258670211652 -0.91260491987069448 0.7014364611401277 -0.65224538155091116 -1.1000275748708974 0.46272011134935465 0.75143831888834645 -0.0066714392803142852 0.62443000457325926 -0.89308079129173645 -0.35441638196668318 -0.13786879396438598 -0.53701693444024945 leaf_weight=147 24 34 39 23 23 21 8736 122 21 62 20 21 leaf_count=147 24 34 39 23 23 21 8736 122 21 62 20 21 internal_value=0 -0.00665592 -0.00926287 -0.429606 -0.2799 -0.00344848 -0.00519283 0.185727 -0.0112142 -0.00912202 -0.493404 -0.342311 internal_weight=0 9269 9235 126 103 9109 9088 269 8819 8798 80 41 internal_count=9293 9269 9235 126 103 9109 9088 269 8819 8798 80 41 cat_boundaries=0 2 cat_threshold=16785536 327680 is_linear=0 shrinkage=0.01 Tree=854 num_leaves=14 num_cat=1 split_feature=5 25 26 1 4 1 2 2 2 2 2 1 1 split_gain=309318 124676 573598 159851 206592 158487 102453 418911 124526 55525.8 39331.9 26542.2 7036.61 threshold=1374.9750000000004 0 2022.5000000000002 497.97750000000002 209.55000000000004 453.00000000000006 569.59500000000014 437.62500000000006 330.61600000000004 66.112500000000011 890.22500000000014 1094.8600000000004 660.10000000000002 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 9 6 7 8 -3 11 -8 12 -5 right_child=-2 3 -4 4 -6 -7 10 -9 -10 -11 -12 -13 -14 leaf_value=-0.29479868986202701 -1.2211828985668365 -0.0067073921988325558 0.97949361107566135 -0.44450344115495682 0.4723569376269976 0.8418107431585139 -0.62400573240007673 1.0291789803138145 -0.51222235582312758 -0.22711216085097369 -0.15637408022944993 -1.0075257847525858 -0.69197981127986197 leaf_weight=76 21 8821 66 20 24 22 35 39 49 34 37 22 27 leaf_count=76 21 8821 66 20 24 22 35 39 49 34 37 22 27 internal_value=0 -0.00616 0.277907 -0.0108706 -0.363184 -0.00591281 -0.00798941 -0.00495306 -0.00949998 -0.557873 -0.383695 -0.720856 -0.586671 internal_weight=0 9272 142 9130 127 9003 8981 8909 8870 103 72 69 47 internal_count=9293 9272 142 9130 127 9003 8981 8909 8870 103 72 69 47 cat_boundaries=0 1 cat_threshold=8320 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=328412 928985 172400 215874 183096 220734 147371 102888 95449 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=0.32685991656737051 -1.2775514588356018 2.1061423746744792 -0.8288155258178711 0.99212808912450612 -0.27880495607852934 1.0542809066772461 -0.0024403111422511472 0.053027029422850445 -1.0511756208539009 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 0.00526335 0.000481381 0.00273466 0.000363306 0.00488184 0.00256682 -0.441092 -0.66499 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 26 0 2 2 split_gain=308563 190369 257356 137059 123644 502658 265070 115723 113816 43549 35993.4 threshold=1422.3575000000001 569.59500000000014 492.37500000000006 1058.7500000000002 0 2022.5000000000002 1144.97 2022.5000000000002 806.46500000000003 1060.8750000000002 1120.4650000000004 decision_type=2 2 2 2 9 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 9 -6 -3 -9 right_child=-2 7 -4 -5 6 -7 -8 10 -10 -11 -12 leaf_value=-0.25790228235961071 1.2132665325346448 -0.32336401621500649 1.1103170104253861 0.82893305015563967 -0.0030785341246059839 0.98943328412373865 -0.9589078449380809 -0.53163253625233975 0.71707585941661489 0.3084581413269043 -1.045138079871734 leaf_weight=70 21 24 21 20 8920 60 29 39 22 20 21 leaf_count=70 21 24 21 20 8920 60 29 39 22 20 21 internal_value=0 -0.000276679 0.004563 0.00201714 0.00019994 0.295092 -0.00439741 -0.425703 -0.00130674 -0.0361721 -0.711359 internal_weight=0 9246 9142 9121 9101 130 8971 104 8942 44 60 internal_count=9267 9246 9142 9121 9101 130 8971 104 8942 44 60 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=322491 907752 169006 212257 176310 211764 142134 100647 93727.7 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=0.32098951637312989 -1.266005805015564 2.0819228730882919 -0.82062690582275399 0.98376574256203397 -0.27161175370216373 1.0326349086761475 -0.0024061404155933863 0.055855930591451712 -1.0369863662123679 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 0.0051921 0.000465095 0.00269608 0.000344677 0.00477868 0.00251119 -0.432853 -0.654299 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=15 num_cat=2 split_feature=4 1 2 2 25 24 1 11 3 2 1 17 1 2 split_gain=300930 235226 165785 206804 158636 262217 317456 314800 156985 100959 63849.8 42308.8 28985.3 6983.72 threshold=1422.3575000000001 1422.3575000000001 569.59500000000014 492.37500000000006 0 1 487.50000000000006 273.11034000000006 66.112500000000011 1120.4650000000004 487.50000000000006 65.235000000000014 736.8325000000001 726.00000000000011 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 13 11 -6 -12 -4 right_child=-2 -3 8 -5 10 7 -8 -9 -10 -11 12 -13 -14 -15 leaf_value=0.18953792436017305 1.1981501879010883 -1.0574448340279716 -0.29019504110018413 1.022308599472046 -0.0099678988623258663 -0.070405317521778574 1.3815921312829724 1.2008472406864166 0.17473841156810521 -1.2318034488504583 -0.66781647347268602 -0.22459540078877122 -0.13588436412811281 -0.5368587290156972 leaf_weight=779 21 21 24 20 7401 748 23 20 32 22 21 93 20 22 leaf_count=779 21 21 24 20 7401 748 23 20 32 22 21 93 20 22 internal_value=0 -0.000288231 0.0021183 0.00655616 0.00432496 0.0954307 0.220969 -0.0368204 -0.402836 -0.674636 -0.014765 -0.0126314 -0.408337 -0.408165 internal_weight=0 9246 9225 9125 9105 1570 802 768 100 68 7535 7494 41 46 internal_count=9267 9246 9225 9125 9105 1570 802 768 100 68 7535 7494 41 46 cat_boundaries=0 3 4 cat_threshold=16785792 2147483712 16 1133 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=316147 886772 162380 207157 169690 203428 138945 96233.1 90437.8 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=0.31732464149729284 -1.2535122413635253 2.0577122084299724 -0.80438787307739268 0.97184550111944024 -0.26529992431402205 1.0120854835510253 -0.0024227913735707317 0.053197073874802429 -1.0171216961741447 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 0.00511966 0.000447594 0.00263441 0.000311428 0.00466139 0.00243897 -0.424675 -0.641211 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=17 num_cat=0 split_feature=0 0 1 17 13 13 7 11 2 3 8 11 0 18 0 17 split_gain=227158 232669 119062 115904 187756 572819 132389 111562 128094 123902 44602.5 34846.1 25051.8 16454 13784.3 12529.3 threshold=1219.7885000000003 649.85000000000014 96.71250000000002 52.300500000000007 485.55000000000001 744.24250000000006 218.29500000000002 465.34500000000008 967.31750000000011 721.76691000000005 166.11250000000004 765.88 744.3325000000001 159.56250000000003 960.86250000000007 364.84500000000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 7 -6 10 8 9 -1 13 -9 -3 15 -14 -5 right_child=2 12 -4 6 5 -7 -8 11 -10 -11 -12 -13 14 -15 -16 -17 leaf_value=0.0019331405621483412 0.23101779191390329 -0.89077197937738339 1.2859941520690918 -0.11381909350064438 1.8268796698613599 -0.29753134568532308 -1.0314703752994538 -0.69224131345748907 0.59677153891987278 -0.48764128318199745 0.263439986876079 -0.20172731228669485 -0.29447344649921764 -0.49062685191631317 -0.65265695481073294 -0.37413420286178595 leaf_weight=8792 23 21 20 71 22 30 20 28 36 52 21 30 22 21 21 25 leaf_count=8792 23 21 20 71 22 30 20 28 36 52 21 30 22 21 21 25 internal_value=0 -0.00681414 0.721704 -0.00261056 0.00210828 0.601258 -0.271107 -0.00137749 0.00147777 -0.000945406 -0.160909 -0.438527 -0.607663 -0.237074 -0.4694 -0.181609 internal_weight=0 9212 43 9148 8990 52 158 8938 8880 8844 138 58 64 117 43 96 internal_count=9255 9212 43 9148 8990 52 158 8938 8880 8844 138 58 64 117 43 96 is_linear=0 shrinkage=0.01 Tree=861 num_leaves=14 num_cat=0 split_feature=4 2 5 17 0 0 16 0 11 7 8 17 0 split_gain=324200 230075 141892 121569 154984 226123 132188 95007.7 80889.5 29926.7 20398.5 14724.7 11258.7 threshold=1065.8000000000002 52.345500000000008 1279.9550000000002 52.300500000000007 1219.7885000000003 649.85000000000014 378.05000000000007 48.874000000000002 156.19125000000003 107.39000000000001 71.988140000000001 445.32528000000008 929.87500000000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 8 9 -1 10 11 -5 -7 right_child=1 -3 -4 7 -6 12 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.0024152981498446256 1.651467763185501 0.15281190497534616 -0.84872429466247556 -0.0982604805871167 0.65421081648932555 -0.52866934210062033 0.59714204195383436 -0.82984848627677343 -0.21657150745391845 -0.491813534895579 0.14909386218190193 -0.39208132785299549 -0.82253927230834967 leaf_weight=8731 20 21 20 66 36 32 37 26 172 24 25 23 22 leaf_count=8731 20 21 20 66 36 32 37 26 172 24 25 23 22 internal_value=0 0.883864 -0.00734313 -0.00551284 -0.000612378 -0.00323342 0.000663526 -0.275337 -0.00181538 -0.170864 -0.103296 -0.174192 -0.648394 internal_weight=0 41 9214 9194 9030 8994 8940 164 8903 138 114 89 54 internal_count=9255 41 9214 9194 9030 8994 8940 164 8903 138 114 89 54 is_linear=0 shrinkage=0.01 Tree=862 num_leaves=14 num_cat=0 split_feature=4 3 5 17 0 0 16 3 0 1 7 10 17 split_gain=317748 268525 139069 119150 151899 221623 129558 95228.4 93117.1 50196.5 29331.2 14090.5 11707.5 threshold=1065.8000000000002 134.19600000000003 1279.9550000000002 52.300500000000007 1219.7885000000003 649.85000000000014 378.05000000000007 721.76691000000005 48.874000000000002 21.101500000000005 107.39000000000001 16.990500000000004 456.25000000000006 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 7 -1 10 -7 11 12 -5 right_child=1 -3 -4 8 -6 9 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.00075762054105543448 1.704293299138546 0.085245407195318312 -0.84023705291748041 -0.08706169719205184 0.64766866154140901 -0.40807211511275349 0.59117059810741535 -0.42046087101653767 -0.82154999787990857 -1.039434923171997 -0.48689539616306626 0.13169764479001364 -0.34013653354644774 leaf_weight=8849 20 21 20 68 36 34 37 54 26 20 24 21 25 leaf_count=8849 20 21 20 68 36 34 37 54 26 20 24 21 25 internal_value=0 0.875025 -0.00726969 -0.00545771 -0.000606254 -0.00320108 0.000656891 -0.00179723 -0.272584 -0.64191 -0.169155 -0.102263 -0.155093 internal_weight=0 41 9214 9194 9030 8994 8940 8903 164 54 138 114 93 internal_count=9255 41 9214 9194 9030 8994 8940 8903 164 54 138 114 93 is_linear=0 shrinkage=0.01 Tree=863 num_leaves=16 num_cat=3 split_feature=4 0 0 0 14 12 14 11 0 8 24 25 25 1 11 split_gain=312796 207657 213075 108398 101050 131969 129378 88623.8 84614.4 68161.8 50842.8 543314 240000 28566.3 7976.81 threshold=1422.3575000000001 1219.7885000000003 649.85000000000014 1660.4350000000002 42.904000000000003 338.38500000000005 593.64750000000015 460.42500000000007 58.875000000000007 92.100000000000023 0 1 2 21.101500000000005 765.88 decision_type=2 2 2 2 2 2 2 2 2 2 1 9 9 2 2 left_child=1 2 4 -3 7 6 8 10 -6 14 11 -1 -12 -4 -9 right_child=-2 3 13 -5 5 -7 -8 9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.71641369378935982 1.2459131393432616 1.2035440862746467 -0.42290393026251544 0.18748965672084264 -0.16175891757607327 -0.9947543373107911 0.50039563408604371 -0.76274499559402476 -0.85619605159759515 0.09346300476789475 -0.34090498140399356 0.0092301585869318109 -0.0020614064773446976 -0.86358577569325767 -0.48031252193450924 leaf_weight=103 20 21 38 21 143 20 27 20 20 20 207 2841 5710 24 20 leaf_count=103 20 21 38 21 143 20 27 20 20 20 207 2841 5710 24 20 internal_value=0 -0.00603293 -0.0092381 0.695517 -0.00527099 -0.222095 -0.140762 -0.000166975 -0.246966 -0.383198 0.00242662 0.0363134 -0.0144707 -0.59349 -0.621529 internal_weight=0 9235 9193 42 9131 210 190 8921 163 60 8861 2944 5917 62 40 internal_count=9255 9235 9193 42 9131 210 190 8921 163 60 8861 2944 5917 62 40 cat_boundaries=0 1 2 3 cat_threshold=2569 532608 532608 is_linear=0 shrinkage=0.01 Tree=864 num_leaves=18 num_cat=0 split_feature=4 3 17 0 0 16 0 11 2 0 8 7 8 17 0 0 17 split_gain=307065 262570 114452 149711 199315 137710 90603.9 85388.9 103693 33199.7 30555.6 28554.9 19982.4 14156.2 14145.8 1967.61 1599.86 threshold=1065.8000000000002 134.19600000000003 52.300500000000007 1219.7885000000003 486.41000000000003 378.05000000000007 48.874000000000002 465.34500000000008 967.31750000000011 929.87500000000011 13.037000000000001 107.39000000000001 71.988140000000001 445.32528000000008 715.87500000000011 593.05000000000007 110.14500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 7 11 8 -1 14 -9 12 13 16 15 -6 -4 right_child=1 -3 6 -5 9 -7 -8 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=-0.002225145345317852 1.6802244595289231 0.079230184555053706 -0.024567087356533325 0.62396774793926035 -0.39718905353546141 0.61703689495722447 -0.81045246894542988 -0.53187299984257397 0.55938125234661684 -0.80308036110617897 -0.055108948320150376 -0.48042911499738694 0.14888197000026701 -0.38473136818927267 -0.14077786491030739 -0.52339646793547134 -0.13027239659759732 leaf_weight=8788 20 21 21 38 30 36 26 41 33 22 20 24 25 23 21 21 45 leaf_count=8788 20 21 21 38 30 36 26 41 33 22 20 24 25 23 21 21 45 internal_value=0 0.860203 -0.0071324 -0.00238795 -0.00502904 -0.000200789 -0.268945 -0.00270254 -0.000124135 -0.463097 -0.375557 -0.166922 -0.100921 -0.17109 -0.359213 -0.449157 -0.0966389 internal_weight=0 41 9214 9050 9012 8918 164 8882 8821 94 61 138 114 89 72 51 66 internal_count=9255 41 9214 9050 9012 8918 164 8882 8821 94 61 138 114 89 72 51 66 is_linear=0 shrinkage=0.01 Tree=865 num_leaves=12 num_cat=2 split_feature=5 0 5 25 24 26 2 26 2 18 6 split_gain=217470 250015 111922 112828 634170 115842 106349 102476 81508.1 77577.6 1573.67 threshold=1435.0600000000002 1374.9750000000004 802.66250000000002 0 1 2022.5000000000002 1120.4650000000004 2022.5000000000002 866.75000000000011 619.41500000000008 74.355000000000004 decision_type=2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 4 7 -6 8 -1 9 -5 -4 right_child=-2 -3 10 6 5 -7 -8 -9 -10 -11 -12 leaf_value=0.55231477191815015 1.0525463256835936 1.0499560878587806 -0.54675798714160917 0.00083143796553387299 0.038626448106074678 -0.54967999960825997 0.64129157639466794 1.1896574749265398 -0.62146847452436182 0.60934950646899988 -0.42822248776753746 leaf_weight=52 20 23 24 8844 69 65 26 49 21 21 21 leaf_count=52 20 23 24 8844 69 65 26 49 21 21 21 internal_value=0 0.00865503 0.00604951 0.00849699 0.220202 -0.229611 0.00266446 0.783906 0.000798868 0.00227294 -0.491441 internal_weight=0 9215 9192 9147 235 134 8912 101 8886 8865 45 internal_count=9235 9215 9192 9147 235 134 8912 101 8886 8865 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 12 1 split_gain=213896 374417 331604 91068.5 218592 451466 331921 166622 210900 57540.8 46109.1 135255 58608.1 54974.9 threshold=636.15000000000009 1374.9750000000004 1374.9750000000004 0 1 491.05000000000013 2 429.0200000000001 52.020000000000003 175.23750000000004 403.91250000000008 511.57000000000005 290.03125000000006 484.01500000000004 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=-0.086131692143661009 -0.35919827099029833 1.347951666741144 1.2374008456143466 -0.01259438998839622 0.58160804268191846 1.4911676879723867 0.062954964957924353 -0.93189711679111831 0.68742187371125096 -1.0726512725204229 0.87342330065640539 -0.20166491260528563 -0.42088369315011165 0.40288527444005012 leaf_weight=743 26 21 22 6650 126 24 1430 22 37 20 22 25 35 32 leaf_count=743 26 21 22 6650 126 24 1430 22 37 20 22 25 35 32 internal_value=0 0.0142117 0.0111566 0.00820701 0.061237 0.129272 0.109096 -0.0727377 -0.0494375 -0.669395 -0.0105429 0.301568 -0.0127425 -0.0106047 internal_weight=0 9189 9168 9146 2382 1580 1556 802 780 46 6764 47 6717 6682 internal_count=9235 9189 9168 9146 2382 1580 1556 802 780 46 6764 47 6717 6682 cat_boundaries=0 3 4 6 cat_threshold=343957888 419497987 4096 2210 8192 16777217 is_linear=0 shrinkage=0.01 Tree=867 num_leaves=14 num_cat=0 split_feature=4 5 0 7 8 3 3 3 0 6 3 7 6 split_gain=226751 248098 238428 83462.8 242989 76578 251566 121552 116967 72775.4 32677.3 29410.5 5534.89 threshold=1422.3575000000001 1236.1260000000004 1374.9750000000004 397.87500000000006 21.101500000000005 593.34250000000009 890.22500000000014 458.71125000000006 210.75000000000003 44.590000000000011 1295.4950000000001 497.97750000000002 74.355000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 7 -7 8 -1 -6 -8 -5 -13 right_child=-2 -3 -4 4 9 6 10 -9 -10 -11 -12 12 -14 leaf_value=0.00563650059572029 1.0486424037388393 -0.93153849090848651 1.0280868994671366 -0.90706621587276459 0.7666280689239503 1.0757533857013497 -0.41388680176301434 -0.58728321566301234 0.22502736042857169 -0.042679568672180174 0.1446112367361784 -0.38341322236590913 -0.60289902180433275 leaf_weight=8693 21 28 23 24 20 28 22 34 250 25 20 27 20 leaf_count=8693 21 28 23 24 20 28 22 34 250 25 20 27 20 internal_value=0 0.00833991 0.0112048 0.00865229 -0.257881 0.0120698 0.34154 0.00950065 0.0117695 0.317013 -0.147935 -0.62225 -0.476811 internal_weight=0 9214 9186 9163 116 9047 70 8977 8943 45 42 71 47 internal_count=9235 9214 9186 9163 116 9047 70 8977 8943 45 42 71 47 is_linear=0 shrinkage=0.01 Tree=868 num_leaves=14 num_cat=0 split_feature=4 5 0 7 8 6 3 3 3 1 3 7 6 split_gain=222239 243236 233756 88895.9 221925 82668.5 75053.1 246559 119134 133720 32027.1 28825.2 5424.74 threshold=1422.3575000000001 1279.9550000000002 1374.9750000000004 397.87500000000006 21.101500000000005 44.590000000000011 593.34250000000009 890.22500000000014 458.71125000000006 629.70000000000016 1295.4950000000001 497.97750000000002 74.355000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 11 -6 8 -8 9 -1 -9 -5 -13 right_child=-2 -3 -4 4 5 -7 7 10 -10 -11 -12 12 -14 leaf_value=0.0082951257140364137 1.0381559172130768 -0.97678455429077149 1.0178060647715692 -0.89799554949005445 0.75896177291870115 -0.096198078302236714 1.0649958410859108 -0.40974792827259415 -0.58141037870855894 0.45672325342448788 0.14316513274610043 -0.37957908890865472 -0.59687002182006832 leaf_weight=8878 21 25 23 24 20 26 28 22 34 67 20 27 20 leaf_count=8878 21 25 23 24 20 26 28 22 34 67 20 27 20 internal_value=0 0.00825651 0.0109365 0.00840994 -0.265469 0.275611 0.0119511 0.338125 0.00940824 0.011654 -0.146456 -0.616027 -0.472043 internal_weight=0 9214 9189 9166 117 46 9049 70 8979 8945 42 71 47 internal_count=9235 9214 9189 9166 117 46 9049 70 8979 8945 42 71 47 is_linear=0 shrinkage=0.01 Tree=869 num_leaves=12 num_cat=1 split_feature=4 5 3 1 2 19 26 10 24 16 3 split_gain=217816 238566 116924 774012 172849 132930 111302 92164 561295 77476.6 51619 threshold=1422.3575000000001 1236.1260000000004 492.37500000000006 415.60849999999999 1164.4950000000001 559.05000000000007 2022.5000000000002 67.800000000000011 0 110.14500000000002 802.66250000000002 decision_type=2 2 2 2 2 2 2 2 1 2 2 left_child=1 2 4 6 5 7 -4 9 -9 -1 -8 right_child=-2 -3 3 -5 -6 -7 10 8 -10 -11 -12 leaf_value=0.0089815380983958547 1.0277743639264789 -0.91347338982990811 0.3660058177601207 2.0599245743524461 -0.80703936411784238 -0.74978399442589805 -0.71676567842562988 0.68202732611072148 -0.18523165222380186 -0.2557322988279962 -0.079380187298671384 leaf_weight=8629 21 28 33 21 26 23 24 119 172 112 27 leaf_count=8629 21 28 33 21 26 23 24 119 172 112 27 internal_value=0 0.00817394 0.0109832 0.342771 0.0071469 0.00948471 -0.0865173 0.0114182 0.186493 0.00558971 -0.379326 internal_weight=0 9214 9186 105 9081 9055 84 9032 291 8741 51 internal_count=9235 9214 9186 105 9081 9055 84 9032 291 8741 51 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=249686 367784 201629 179980 155021 140927 253867 128982 127810 99807.4 82419.5 61240.4 59906.3 25524.3 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 721.76691000000005 63.870000000000005 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=0.002914615829027582 -0.50039217935289659 1.3608807153701781 0.3002140172322591 -1.3148430492764427 -0.27439679930287025 -0.86896387241504813 0.9119351356551052 0.31286664590017116 -0.79958109569549563 -0.51067769257645856 0.90327684743063785 1.0551884703202681 -0.97637794262170785 -0.056276232623136961 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 0.00629594 0.00332862 -0.488823 9.59192e-05 -0.277281 0.0131814 0.00319892 -0.00107176 0.000722242 0.337436 0.68648 -0.549684 0.209665 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=16 num_cat=1 split_feature=2 4 0 4 1 2 5 1 12 5 3 3 25 3 3 split_gain=244717 360465 199814 176398 138122 248815 117771 275517 329359 235966 78144.4 116072 79511.3 54469.5 44730.3 threshold=569.59500000000014 1295.4950000000001 1219.7885000000003 331.12500000000006 63.870000000000005 1013.1050000000001 64.050000000000011 313.88000000000005 308.62500000000006 1265.0725000000002 593.34250000000009 462.80000000000007 0 130.95600000000005 890.22500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 6 4 5 -2 10 8 9 -8 11 12 -1 -9 -12 right_child=3 -3 -4 -5 -6 -7 7 13 -10 -11 14 -13 -14 -15 -16 leaf_value=0.11347071237143982 -0.49538825757162913 1.3472719392776489 0.84675988606044228 -1.301694575718471 -0.8602742368203623 0.90281584277749061 -0.085853662349899273 -0.56683635663986209 1.1713557641804218 -1.2025717148780823 0.76003683317275272 -0.73601002556937078 -0.00044097001240863125 -1.2960315588542395 0.13399941539764404 leaf_weight=654 35 20 28 21 27 20 351 20 20 20 21 21 7949 21 25 leaf_count=654 35 20 28 21 27 20 351 20 20 20 21 21 7949 21 25 internal_value=0 0.00623298 0.00329533 -0.483935 -0.274508 0.0130496 0.000700624 -0.160445 -0.0786674 -0.146054 0.00873004 0.00653741 0.00834998 -0.940327 0.419799 internal_weight=0 9150 9130 103 82 55 9102 432 391 371 8670 8624 8603 41 46 internal_count=9253 9150 9130 103 82 55 9102 432 391 371 8670 8624 8603 41 46 cat_boundaries=0 2 cat_threshold=17309824 285278209 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 2 2 split_gain=239849 353291 197586 172888 135373 243864 123997 347294 158268 141751 13495.3 4851.67 threshold=569.59500000000014 1295.4950000000001 437.62500000000006 331.12500000000006 63.870000000000005 1013.1050000000001 0 1205.5225000000003 323.80000000000007 1 352.38000000000005 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=0.29221014746836016 -0.49043437222072056 1.3337992429733276 0.57575221841985535 -1.288677640188308 -0.85167149932296182 0.89378766691684719 0.041328751889751693 -1.259485845565796 -0.75536789572238916 -0.038490949398629286 -0.42423446565866474 0.78825225830078127 leaf_weight=133 35 20 22 21 27 20 4472 22 20 4408 32 21 leaf_count=133 35 20 22 21 27 20 4472 22 20 4408 32 21 internal_value=0 0.00617189 0.00326361 -0.479095 -0.271763 0.0129191 6.34922e-05 -0.00459718 -0.00151147 0.00170974 -0.551593 0.679531 internal_weight=0 9150 9130 103 82 55 9087 8954 8932 8880 52 43 internal_count=9253 9150 9130 103 82 55 9087 8954 8932 8880 52 43 cat_boundaries=0 1 2 cat_threshold=8320 1118 is_linear=0 shrinkage=0.01 Tree=873 num_leaves=14 num_cat=0 split_feature=2 4 0 4 1 2 1 10 1 1 0 1 1 split_gain=235079 346259 199398 169448 132680 239011 81181.4 122478 110573 105492 89952.6 59492.5 1369.58 threshold=569.59500000000014 1295.4950000000001 1219.7885000000003 331.12500000000006 63.870000000000005 1013.1050000000001 665.43750000000011 1064.4750000000001 433.55000000000007 169.17500000000004 129.39000000000001 497.97750000000002 1058.7500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 4 5 -2 7 8 9 -1 12 -10 -8 right_child=3 -3 -4 -5 -6 -7 10 -9 11 -11 -12 -13 -14 leaf_value=0.0032403125434336882 -0.48553002970559256 1.3204611530303956 0.84582102230616985 -1.2757908848353794 -0.84315480620772743 0.88484979391098029 -0.69969629168510439 0.74832380468195137 0.73589518737792969 -0.23679405254476213 0.16704299926757812 0.14018762563404283 -0.58266721460223192 leaf_weight=8764 35 20 28 21 27 20 20 22 30 187 21 38 20 leaf_count=8764 35 20 28 21 27 20 20 22 30 187 21 38 20 internal_value=0 0.0061134 0.00323421 -0.474304 -0.269046 0.0127899 0.000642205 0.00309531 0.00127748 -0.00177437 -0.36294 0.403 -0.641182 internal_weight=0 9150 9130 103 82 55 9102 9041 9019 8951 61 68 40 internal_count=9253 9150 9130 103 82 55 9102 9041 9019 8951 61 68 40 is_linear=0 shrinkage=0.01 Tree=874 num_leaves=19 num_cat=4 split_feature=2 4 0 4 3 5 19 5 0 24 25 0 25 4 25 0 2 2 split_gain=230401 339368 195430 166075 127225 115244 236648 238685 151731 88117.3 501784 434775 210947 218960 171054 130569 70187.8 743.072 threshold=569.59500000000014 1295.4950000000001 1219.7885000000003 331.12500000000006 303.97500000000008 64.050000000000011 70.280000000000015 1265.0725000000002 173.94850000000002 0 1 123.63250000000001 2 300.91450000000003 3 228.76800000000003 1071.6575 726.00000000000011 decision_type=2 2 2 2 2 2 2 2 2 1 9 2 9 2 9 2 2 2 left_child=1 2 5 4 16 9 7 8 -7 10 11 -1 13 -11 -14 -12 17 -2 right_child=3 -3 -4 -5 -6 6 -8 -9 -10 12 15 -13 14 -15 -16 -17 -18 -19 leaf_value=0.31477623892199136 -0.23060980933053152 1.3072566127777099 0.83736280850001754 -1.2630329563504175 -0.93768160297757108 -0.079126395619859444 0.90351727676391602 -1.2489253825233098 -0.6690056971549988 -0.25285940994819006 -0.01165400316909433 1.560532182397381 0.36973686910256393 0.79034817474229002 -0.0012247301489883454 0.61373834245345171 0.45042910528182989 -0.31577901554107668 leaf_weight=291 21 20 28 21 21 341 20 21 50 480 1842 31 117 21 5854 34 20 20 leaf_count=291 21 20 28 21 21 341 20 21 50 480 1842 31 117 21 5854 34 20 20 internal_value=0 0.00605226 0.00320187 -0.469561 -0.266355 0.000635783 -0.158772 -0.210339 -0.154559 0.00857859 0.0631236 0.421616 -0.0100278 -0.20504 0.00665019 -0.000317906 -0.0352427 -0.272156 internal_weight=0 9150 9130 103 82 9102 432 412 391 8670 2198 322 6472 501 5971 1876 61 41 internal_count=9253 9150 9130 103 82 9102 432 412 391 8670 2198 322 6472 501 5971 1876 61 41 cat_boundaries=0 1 4 5 7 cat_threshold=76 50331904 0 16 256 8320 65536 is_linear=0 shrinkage=0.01 Tree=875 num_leaves=17 num_cat=0 split_feature=4 7 4 1 5 13 10 11 11 15 4 4 11 3 4 11 split_gain=136105 791981 359217 254240 176253 113591 98167.8 127513 224130 128104 91764.1 72147.4 46002.6 7622.47 5349.87 1011.59 threshold=344.21500000000003 328.74048000000005 652.50000000000011 241.87500000000003 992.8900000000001 494.36250000000007 947.25000000000011 538.6450000000001 283.87500000000006 458.03625000000005 400.12500000000006 1341.6425000000002 393.72000000000008 14.851500000000001 457.74500000000006 874.60000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 10 5 6 7 8 9 -1 -2 13 -10 -4 -12 -9 right_child=1 -3 11 -5 -6 -7 -8 15 12 -11 14 -13 -14 -15 -16 -17 leaf_value=0.002466750998439184 0.65856094973427914 1.7893152052780679 -0.23791955024003983 1.3956092014312744 -0.82420448523301348 -0.53817696840335161 0.70249984073638916 -0.48289450828845687 0.97008631559518665 -0.6217566593510635 -0.016262857019901277 -1.0761764345169067 0.34876844666220924 -0.49983987665176394 -0.2338076796898475 -0.57749200510978693 leaf_weight=8777 21 29 25 20 26 39 20 26 26 33 20 20 22 20 26 20 leaf_count=8777 21 29 25 20 26 39 20 26 26 33 20 20 22 20 26 20 internal_value=0 0.274915 -0.0140172 0.406181 -0.002052 0.000332908 0.00268632 0.00111442 0.00384148 0.00012857 0.110829 -0.576436 0.685316 -0.354329 -0.139223 -0.524024 internal_weight=0 181 152 87 8989 8963 8924 8904 8858 8810 67 65 48 45 46 46 internal_count=9170 181 152 87 8989 8963 8924 8904 8858 8810 67 65 48 45 46 46 is_linear=0 shrinkage=0.01 Tree=876 num_leaves=11 num_cat=1 split_feature=25 5 1 1 13 10 10 0 10 26 split_gain=182918 178257 127730 299700 122180 111934 658734 94402.1 10416.9 6523.06 threshold=0 1435.0600000000002 1422.3575000000001 1058.7500000000002 548.95500000000004 67.800000000000011 103.13625000000002 960.86250000000007 13.037000000000001 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=-0.31127960791920911 -6.1697420201985799e-05 0.95200606060028081 -0.73738492716913639 1.2315555263161659 -0.38400603270530703 1.5318200053590718 0.030993094694753566 0.520338849748884 -0.70675818562507631 -0.45193886518478393 leaf_weight=68 8610 20 23 20 20 33 257 35 20 64 leaf_count=68 8610 20 23 20 20 33 257 35 20 64 internal_value=0 0.00896243 0.00688089 0.00878396 0.00605912 0.0085278 0.201777 0.00204519 -0.545382 -0.352754 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 2 26 split_gain=179278 174710 125188 293736 97969 124596 616922 65066.4 6393.25 threshold=0 1435.0600000000002 1422.3575000000001 1058.7500000000002 947.25000000000011 67.800000000000011 103.13625000000002 1013.1050000000001 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=-0.30816681141472041 -0.00074754449170294328 0.94248614215850834 -0.73001110740329911 1.2192399542927743 -0.57428796562655227 1.4770756264293894 0.04468055773927615 0.43129306874956408 -0.44741947650909425 leaf_weight=68 8617 20 23 20 29 34 260 35 64 leaf_count=68 8617 20 23 20 29 34 260 35 64 internal_value=0 0.0088728 0.00681208 0.00869612 0.00599853 0.00787963 0.210332 0.00100019 -0.349227 internal_weight=0 9038 9018 8995 8975 8946 294 8652 132 internal_count=9170 9038 9018 8995 8975 8946 294 8652 132 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=878 num_leaves=9 num_cat=1 split_feature=25 4 1 5 1 10 13 26 split_gain=175711 173524 173821 169451 226887 136952 72673.2 6266.03 threshold=0 1265.0725000000002 1422.3575000000001 1374.9750000000004 1044.0050000000003 1064.4750000000001 603.77750000000015 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=-0.30508514375371093 0.0079368744900006425 0.79480287756238666 -0.88143604798750452 -0.88870601449693953 1.0488380872067951 0.83476656341552746 -0.50232170828751155 -0.44294528067111971 leaf_weight=68 8898 28 22 21 21 20 28 64 leaf_count=68 8898 28 22 21 21 20 28 64 internal_value=0 0.00878407 0.00635114 0.00852419 0.0106254 0.00818831 0.00633624 -0.345734 internal_weight=0 9038 9010 8988 8967 8946 8926 132 internal_count=9170 9038 9010 8988 8967 8946 8926 132 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=879 num_leaves=10 num_cat=1 split_feature=25 5 4 1 1 26 10 11 26 split_gain=172214 173945 143820 174647 213499 247482 166487 104518 6141.33 threshold=0 1435.0600000000002 1341.6425000000002 1341.6425000000002 652.50000000000011 2022.5000000000002 1064.4750000000001 538.6450000000001 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 left_child=8 2 3 4 6 -6 7 -2 -1 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 leaf_value=-0.30203429466661286 0.0076889861155984129 0.94026476287841809 -0.81995730627150765 -0.80983105622805085 1.3668885406494142 0.019719422141710918 0.91846339035034175 -0.44195242689206049 -0.43851581156253816 leaf_weight=68 8844 20 21 26 25 30 20 52 64 leaf_count=68 8844 20 21 26 25 30 20 52 64 internal_value=0 0.00869623 0.00663986 0.00856923 0.0109411 0.632069 0.00710959 0.00506069 -0.342277 internal_weight=0 9038 9018 8997 8971 55 8916 8896 132 internal_count=9170 9038 9018 8997 8971 55 8916 8896 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=291322 272624 211963 421633 244907 190823 190174 162674 217475 125830 135903 threshold=1435.0600000000002 1422.3575000000001 0 1236.1260000000004 802.66250000000002 904.12500000000011 470.16250000000008 715.87500000000011 20.755000000000006 752.83000000000015 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=0.13576892726714351 1.1650583466616544 -1.125141096569243 -0.0032737066969502886 1.5080337177623404 -0.88889785880843808 0.97165796518325809 -0.73152175267537434 1.0255904765129089 -0.80670238037109376 -0.79520901978015901 0.76655108814654138 leaf_weight=1185 22 21 7781 22 24 20 36 20 25 20 23 leaf_count=1185 22 21 7781 22 24 20 36 20 25 20 23 internal_value=0 0.0129452 0.0155555 0.134583 0.111561 -0.00388439 -0.00637163 0.131082 0.116296 -0.00303505 -0.00100487 internal_weight=0 9177 9156 1276 1254 7880 7860 1230 1210 7824 7804 internal_count=9199 9177 9156 1276 1254 7880 7860 1230 1210 7824 7804 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=285525 267199 137814 115604 100471 330070 152156 100549 threshold=1435.0600000000002 1422.3575000000001 1236.1260000000004 802.66250000000002 378.05000000000007 114.60000000000002 378.05000000000007 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=0.017554399182573063 1.1534077809073708 -1.1138897014799571 0.67050553053617479 -0.53731053601754342 -0.1255489967964791 1.4689507654011249 -0.69822426414489747 -0.44618739635386367 leaf_weight=8952 22 21 32 38 37 20 30 47 leaf_count=8952 22 21 32 38 37 20 30 47 internal_value=0 0.0128157 0.0153999 0.0131023 0.0154043 0.433925 0.0127621 0.0151324 internal_weight=0 9177 9156 9124 9086 57 9029 8999 internal_count=9199 9177 9156 9124 9086 57 9029 8999 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 3 15 0 split_gain=279843 197293 289473 272880 159936 542729 341305 232299 188702 139409 137443 128919 98372.2 65005.4 34205.3 threshold=1435.0600000000002 960.86250000000007 20.200000000000006 1183.6900000000003 0 1 154.27494000000004 174.80000000000004 947.25000000000011 20.073625000000003 752.83000000000015 10.942500000000003 488.75250000000005 52.345500000000008 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=0.47727901349843166 1.1418736119703814 0.39676085426693875 1.5642972049713135 -0.99499665534054782 -0.005412474313999118 -0.027082205375319943 -0.55913708289464314 1.4820547153472903 0.96694090127944954 0.16439722784634295 -0.81355832145327611 -0.48523191673168237 0.63576919019222256 0.89494935171944767 -0.16747370546514337 leaf_weight=289 22 21 20 27 8000 559 30 25 20 29 21 69 24 21 22 leaf_count=289 22 21 20 27 8000 559 30 25 20 29 21 69 24 21 22 internal_value=0 0.0126876 0.570373 0.00883259 0.0118152 0.129024 0.446923 0.557277 -0.00319347 -0.0364222 -0.00560921 -0.0774203 -0.00349468 0.471229 0.108083 internal_weight=0 9177 63 9114 9087 1022 344 314 8065 678 8045 628 8024 50 43 internal_count=9199 9177 63 9114 9087 1022 344 314 8065 678 8045 628 8024 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 3 split_gain=274274 193366 283713 137238 176934 156507 96060.6 92890.8 474330 77738.1 33524.6 15769.6 threshold=1435.0600000000002 960.86250000000007 20.200000000000006 652.50000000000011 508.59600000000006 67.800000000000011 456.25000000000006 210.75000000000003 0 135.40500000000003 1335.1525000000004 1058.7500000000002 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=0.0093176650480225852 1.1304548939791592 0.39279323032924107 1.5486542129516603 -0.32095830295396888 0.85231386337280268 -1.1526823075328556 -0.68239233732223514 0.61849689214518577 -0.22660670988801598 -0.26064454228789719 -0.16579902562228119 0.032430022273744856 leaf_weight=8639 22 21 20 23 25 21 20 122 128 108 22 28 leaf_count=8639 22 21 20 23 25 21 20 122 128 108 22 28 internal_value=0 0.0125607 0.564669 0.00874427 0.012207 -0.426116 0.00987775 0.0114166 0.201479 0.00598442 0.107002 -0.126941 internal_weight=0 9177 63 9114 9042 72 9017 8997 250 8747 43 51 internal_count=9199 9177 63 9114 9042 72 9017 8997 250 8747 43 51 cat_boundaries=0 1 cat_threshold=1055 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=268814 264120 204186 403505 263317 378151 226602 495970 183603 185726 173832 121198 134738 102741 threshold=1435.0600000000002 1422.3575000000001 0 1236.1260000000004 1 329.11548000000005 352.38000000000005 589.71000000000015 904.12500000000011 470.16250000000008 32.21126000000001 752.83000000000015 593.34250000000009 313.88000000000005 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=0.48148544625417722 1.1191504443775524 -1.1077552250453404 -0.0034800131487333469 1.4754338385842065 -0.0099094615546820794 -0.75870968437194819 1.6737280303955078 -0.18170117775306982 0.95283960056304939 -0.72313026110331224 -0.21565911496430637 -0.78067037057876587 0.76303752329038532 -0.50200732591417097 leaf_weight=338 22 21 7781 22 742 30 25 34 20 36 40 20 23 45 leaf_count=338 22 21 7781 22 742 30 25 34 20 36 40 20 23 45 internal_value=0 0.0124393 0.0150086 0.131832 0.109312 0.314245 0.00668483 0.604498 -0.00407065 -0.00651071 0.407714 -0.00321339 -0.00122093 -0.0380472 internal_weight=0 9177 9156 1276 1254 408 846 59 7880 7860 378 7824 7804 787 internal_count=9199 9177 9156 1276 1254 408 846 59 7880 7860 378 7824 7804 787 cat_boundaries=0 2 3 cat_threshold=16785792 201326592 101 is_linear=0 shrinkage=0.01 Tree=885 num_leaves=15 num_cat=2 split_feature=1 25 24 2 13 3 26 26 1 7 7 7 7 26 split_gain=308828 217320 212561 207866 179820 159327 276578 72621.2 60770.5 77503.1 264813 140809 35772.4 35317.6 threshold=1209.1250000000002 0 1 123.63250000000001 548.95500000000004 593.34250000000009 2022.5000000000002 2022.5000000000002 736.8325000000001 548.95500000000004 806.46500000000003 383.30250000000007 15.315000000000001 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 13 5 8 -7 -4 9 11 -11 -3 -9 -1 right_child=-2 4 7 -5 -6 6 -8 12 -10 10 -12 -13 -14 -15 leaf_value=-0.24704370572649201 -0.96991077675538906 -0.0096576970955489748 -0.26295411607798408 1.0309888811111452 0.65598799589203627 1.2588571802775066 -0.072258091407853206 -0.67342234740558182 -0.51397748373448848 1.2398629193078905 -0.22428338885307311 -0.61189327339331312 -0.21126180040836334 0.11006877863182211 leaf_weight=58 34 8592 136 20 41 27 37 103 24 21 30 39 20 53 leaf_count=58 34 8592 136 20 41 27 37 103 24 21 30 39 20 53 internal_value=0 -0.0150944 -0.243062 0.0859921 -0.00472265 -0.00781688 0.489306 -0.406504 -0.0114714 -0.0100823 0.3786 -0.012379 -0.598274 -0.0765305 internal_weight=0 9201 390 131 8811 8770 64 259 8706 8682 51 8631 123 111 internal_count=9235 9201 390 131 8811 8770 64 259 8706 8682 51 8631 123 111 cat_boundaries=0 3 4 cat_threshold=524416 16842752 512 2448 is_linear=0 shrinkage=0.01 Tree=886 num_leaves=12 num_cat=1 split_feature=0 4 1 25 3 3 15 7 9 1 0 split_gain=738920 300262 233584 200821 130050 160435 109742 107641 103562 91359.1 123301 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 593.34250000000009 1065.8000000000002 765.88 44.590000000000011 466.8300000000001 66.112500000000011 66.112500000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 7 6 -6 8 9 -5 10 -1 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.30201091022794463 -1.8085897379336149 0.89752851838918613 -1.0467043313113127 -0.0093922123497606879 0.89704774541514254 -0.13998837287609395 -0.74821351975202566 0.2874040231704712 0.42203742344464573 -0.84211192267281676 0.44296626011530554 leaf_weight=299 23 36 22 8631 35 26 20 35 56 28 24 leaf_count=299 23 36 22 8631 35 26 20 35 56 28 24 internal_value=0 -0.013954 -0.01753 -0.0150565 -0.00508514 0.455032 -0.0083145 -0.235328 -0.00661104 -0.294157 -0.246657 internal_weight=0 9212 9176 9154 8768 61 8707 386 8687 351 323 internal_count=9235 9212 9176 9154 8768 61 8707 386 8687 351 323 cat_boundaries=0 3 cat_threshold=524416 16842752 512 is_linear=0 shrinkage=0.01 Tree=887 num_leaves=13 num_cat=2 split_feature=0 4 1 25 24 2 9 9 15 0 17 5 split_gain=724216 294286 228936 196824 217113 198081 124245 112204 110997 84654.2 79440.4 31618.9 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 1 123.63250000000001 466.8300000000001 1183.6900000000003 674.04250000000013 135.40500000000003 494.36250000000007 15.315000000000001 decision_type=2 2 2 9 1 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 8 -8 10 11 -5 -6 right_child=-2 -3 -4 6 9 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.059404336365786466 -1.7905038734104324 0.88855319167176894 -1.0362372888218274 -0.0080715453975232099 -0.39575773935539782 1.0224830570220949 0.77649666312493781 -0.13431636142588796 -0.73428156381561649 -1.0230545325506302 0.53519719300446689 0.019935468554496766 leaf_weight=110 23 36 22 8661 215 20 38 21 21 21 27 20 leaf_count=110 23 36 22 8661 215 20 38 21 21 21 27 20 internal_value=0 -0.0138144 -0.0173547 -0.014906 -0.232975 0.0993942 -0.00503429 0.452309 -0.00813839 -0.399148 -0.00638321 -0.36038 internal_weight=0 9212 9176 9154 386 130 8768 59 8709 256 8688 235 internal_count=9235 9212 9176 9154 386 130 8768 59 8709 256 8688 235 cat_boundaries=0 3 4 cat_threshold=524416 16842752 512 2448 is_linear=0 shrinkage=0.01 Tree=888 num_leaves=15 num_cat=1 split_feature=5 25 14 9 10 2 11 7 3 2 3 26 9 11 split_gain=358503 222572 141310 181214 265135 163673 120751 106245 115483 136697 92355.5 29814.6 25374.6 4075.08 threshold=1435.0600000000002 0 715.87500000000011 466.8300000000001 67.800000000000011 1052.6300000000003 460.42500000000007 44.590000000000011 98.25500000000001 15.315000000000001 593.34250000000009 2022.5000000000002 844.84875000000011 683.23000000000013 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 12 6 10 8 9 11 -3 -1 -5 -8 right_child=-2 2 -4 4 -6 -7 13 -9 -10 -11 -12 -13 -14 -15 leaf_value=-0.2722920322418213 1.3193413615226746 -0.010839099353150687 -0.73432655952594905 -0.21915469765663148 1.380151940636013 -0.66847374941173354 -0.63403558685666039 0.22445350071963141 -1.0810517089139848 0.48364312696456907 0.3828458863099416 -0.5103308663417383 0.28457774298638105 -0.44136268035225251 leaf_weight=115 20 8696 27 20 23 38 21 34 21 20 60 97 20 23 leaf_count=115 20 8696 27 20 23 38 21 34 21 20 60 97 20 23 internal_value=0 -0.0209596 -0.0119634 -0.00978566 0.524634 -0.0135952 -0.0107673 -0.290281 -0.370928 -0.30665 -0.0081414 -0.381206 0.0327115 -0.53332 internal_weight=0 9215 8928 8901 63 8838 8800 287 253 232 8756 212 40 44 internal_count=9235 9215 8928 8901 63 8838 8800 287 253 232 8756 212 40 44 cat_boundaries=0 1 cat_threshold=524416 is_linear=0 shrinkage=0.01 Tree=889 num_leaves=12 num_cat=1 split_feature=0 4 1 25 3 3 15 7 9 1 0 split_gain=709661 287780 223967 189577 125664 156665 104959 103525 97114.6 89913.5 122014 threshold=1470.5550000000003 1065.8000000000002 1236.1260000000004 0 593.34250000000009 1065.8000000000002 765.88 44.590000000000011 466.8300000000001 66.112500000000011 66.112500000000011 decision_type=2 2 2 9 2 2 2 2 2 2 2 left_child=1 2 3 7 6 -6 8 9 -5 10 -1 right_child=-2 -3 -4 4 5 -7 -8 -9 -10 -11 -12 leaf_value=-0.29416947088712037 -1.7722416861160943 0.87884112212393017 -1.0247635048085995 -0.0090885438199421083 0.88419646487065717 -0.14058181047439575 -0.73165481901168816 0.28410470002038141 0.40869625789778574 -0.82983031681605757 0.44690864562988281 leaf_weight=299 23 36 22 8631 35 26 20 35 56 28 24 leaf_count=299 23 36 22 8631 35 26 20 35 56 28 24 internal_value=0 -0.0134962 -0.016997 -0.0145751 -0.00488694 0.447406 -0.00806125 -0.228592 -0.00639533 -0.286228 -0.239105 internal_weight=0 9212 9176 9154 8768 61 8707 386 8687 351 323 internal_count=9235 9212 9176 9154 8768 61 8707 386 8687 351 323 cat_boundaries=0 3 cat_threshold=524416 16842752 512 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=368141 450994 283893 136152 111324 127594 100312 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=0.18899959204990247 -1.3184370803833008 1.5071226143836975 0.97500403277079262 -0.66097621425505604 0.59165621079504493 -0.6295395644009113 -0.002959738966561154 leaf_weight=271 21 20 30 31 32 32 8718 leaf_count=271 21 20 30 31 32 32 8718 internal_value=0 0.00711258 0.00382092 0.000613579 0.00287905 0.000790491 0.00303441 internal_weight=0 9134 9114 9084 9053 9021 8989 internal_count=9155 9134 9114 9084 9053 9021 8989 cat_boundaries=0 2 cat_threshold=16785536 2147549185 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=360816 442018 278243 133443 109108 125055 98385.9 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=0.18717684934890144 -1.3052526873633974 1.4920514030456542 0.96525399144490565 -0.65436644400319754 0.5857396858930588 -0.62324416697025298 -0.0029301749900692781 leaf_weight=271 21 20 30 31 32 32 8718 leaf_count=271 21 20 30 31 32 32 8718 internal_value=0 0.00704349 0.00378475 0.000609492 0.00285231 0.000784648 0.00300613 internal_weight=0 9134 9114 9084 9053 9021 8989 internal_count=9155 9134 9114 9084 9053 9021 8989 cat_boundaries=0 2 cat_threshold=16785536 2147549185 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=300572 164244 175935 559450 646167 149536 140008 155678 550892 104482 2692.61 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=0.070321061486999195 1.1989895062219529 -0.65481834486911172 -0.004772688711287925 -0.18824894984220639 1.5896874212785201 0.7137210905140845 -0.64600993282654717 0.064223794270964238 1.8209898594447547 -0.33998919917230908 -0.28546343237161637 leaf_weight=57 21 38 8573 58 55 29 34 119 21 94 56 leaf_count=57 21 38 8573 58 55 29 34 119 21 94 56 internal_value=0 0.00124758 0.0039884 0.273461 0.749517 -0.00318224 -0.0055374 -0.00306482 0.327739 -0.00840836 -0.216971 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 2 26 3 2 2 split_gain=353542 426206 186767 184474 162947 155261 145484 337945 126203 threshold=1144.97 1435.0600000000002 1164.4950000000001 0 817.62000000000012 2022.5000000000002 344.21500000000003 153.20400000000004 464.11500000000007 decision_type=2 2 2 9 2 2 2 2 2 left_child=1 2 3 5 6 -1 8 -8 -5 right_child=-2 -3 -4 4 -6 -7 7 -9 -10 leaf_value=0.031497751341173143 -1.2920655532110306 1.4651410307884216 -0.72535398755754743 -0.0061971305362890309 0.76027260993208201 0.51837920164603457 0.005794070415126468 1.079272912653481 -0.52038620173931127 leaf_weight=132 21 20 35 8597 28 130 103 41 48 leaf_count=132 21 20 35 8597 28 130 103 41 48 internal_value=0 0.00693472 0.0037348 0.00654547 -0.00137313 0.26304 -0.00380115 0.311437 -0.00905208 internal_weight=0 9134 9114 9079 8817 262 8789 144 8645 internal_count=9155 9134 9114 9079 8817 262 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 3 split_gain=264249 210615 119189 61477.3 117523 92808.1 71327.8 threshold=1422.3575000000001 1219.7885000000003 1204.8925000000002 1164.4950000000001 817.62000000000012 569.59500000000014 652.50000000000011 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=0.0039085777375824551 1.1243805803571429 0.78692905874813313 -0.66502008632377341 -0.46747211865016391 0.61648764548763157 -0.54650248419853953 -0.34203803580037012 leaf_weight=8923 21 34 27 28 31 31 60 leaf_count=8923 21 34 27 28 31 31 60 internal_value=0 0.00133943 -0.00159574 0.000378516 0.00182681 -0.000287067 0.0015979 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=279142 196464 303826 191188 85234.2 100886 240532 94512.4 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=0.0092138413503948906 1.1622937833695184 0.77823552680738051 -1.2259224166870117 -0.84833323111900916 0.66251210451126097 -0.12205948501163059 1.0331638195203698 -0.9345167629172404 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 0.00804154 0.00525466 0.00796054 0.0104141 0.00897364 0.0118341 -0.380569 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=273587 192554 297780 98446.9 165890 142494 101643 39417 58846 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=0.089015355286349684 1.1506707899911064 0.7704531686956233 -1.2136631927490233 -0.063582027319705844 0.87835378126664598 -0.6791022863388062 -0.0033332229990348239 -0.084227286338806148 -0.77996867042395379 leaf_weight=1405 21 33 20 33 22 30 7559 20 31 leaf_count=1405 21 33 20 33 22 30 7559 20 31 internal_value=0 0.00796113 0.00520211 0.00788093 0.0110557 0.00893423 0.0112369 -0.332878 -0.507129 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=17310080 2164588672 is_linear=0 shrinkage=0.01 Tree=897 num_leaves=10 num_cat=1 split_feature=12 4 6 3 3 0 25 4 3 split_gain=181547 298475 106557 121599 394133 201126 113643 54305.3 8620.65 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=0.29900188467780447 -0.941240215420723 0.96187097954027578 0.63640197400693543 -0.3486615562438965 1.1360759888156768 -0.97092901320684522 0.004484198415662429 -0.83508589077563511 -0.079698467037894516 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 0.0125514 0.00911672 0.00725431 0.0104516 0.00657191 0.00885961 -0.410947 -0.225387 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=898 num_leaves=10 num_cat=1 split_feature=12 4 6 3 3 0 25 4 3 split_gain=177936 292533 104435 119181 386288 197125 111806 53224.7 8449.1 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=0.20842296114520115 -0.93182782661914831 0.95225225376360345 0.63003798802693689 -0.34517494715177094 1.1247152346180331 -0.96121976943243115 0.0025274144195324764 -0.82673500617345175 -0.078901482712138787 leaf_weight=262 20 33 27 26 31 21 8711 21 22 leaf_count=262 20 33 27 26 31 21 8711 21 22 internal_value=0 0.0124292 0.00902888 0.00718511 0.0103505 0.00650956 0.00877439 -0.406838 -0.223133 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=16785408 2164588544 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=267638 188699 301088 181053 83037.4 95129.1 225359 90070.1 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=0.008851723498011884 1.1378986464227949 0.76250212524876448 -1.2206677932739258 -0.82564262096698471 0.65367174339294443 -0.11729385778639052 0.99998006406037709 -0.9104276601473491 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 0.00768207 0.00495081 0.00764448 0.0100321 0.00861034 0.011388 -0.369655 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 10 25 24 26 4 3 1 18 24 26 26 split_gain=584288 163511 123907 144071 647694 675546 144683 122167 274414 92297 62089.2 95155.7 3062.02 threshold=1412.3803750000002 1422.3575000000001 788.58750000000009 0 1 2022.5000000000002 911.47500000000014 436.23750000000007 174.80000000000004 458.71125000000006 2 2022.5000000000002 2022.5000000000002 decision_type=2 2 2 9 1 2 2 2 2 2 1 2 2 left_child=1 2 3 4 5 -1 7 9 -9 -5 12 -12 -6 right_child=-2 -3 -4 6 10 -7 -8 8 -10 -11 11 -13 -14 leaf_value=0.13236185042297138 1.7128711426258088 -0.87959660847981769 -0.57371710339108029 -0.0022681312774048678 0.023452791855885433 1.594703707290908 0.84710012507438659 -0.073176724861745965 -1.3703440726938703 0.60622229804992678 0.0056244081661507893 -0.51060779181079585 0.12014941775437558 leaf_weight=68 20 21 37 8604 65 59 20 73 21 25 74 69 66 leaf_count=68 20 21 37 8604 65 59 20 73 21 25 74 69 66 internal_value=0 0.00179212 0.00380815 0.00614503 0.189116 0.752468 -0.00246048 -0.00441116 -0.362969 -0.000505208 -0.0893008 -0.227554 0.0670517 internal_weight=0 9202 9181 9144 401 127 8743 8723 94 8629 274 143 131 internal_count=9222 9202 9181 9144 401 127 8743 8723 94 8629 274 143 131 cat_boundaries=0 2 3 4 cat_threshold=532608 16777216 531 3332 is_linear=0 shrinkage=0.01 Tree=901 num_leaves=13 num_cat=1 split_feature=5 4 10 25 10 0 0 1 3 3 1 0 split_gain=572661 160257 121442 141204 321225 302749 240110 128605 80435.4 123864 117822 38467.7 threshold=1412.3803750000002 1422.3575000000001 788.58750000000009 0 71.988140000000001 453.00000000000006 831.91125000000011 123.63250000000001 293.06250000000006 259.87500000000006 284.92500000000007 1295.4950000000001 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=0.10752866436184549 1.6957424314022063 -0.87080063592819945 -0.56797992293899124 0.0035496988820537629 1.4272146506309509 1.1686599371983455 -0.46904265933566619 -0.58739232030408128 -0.099182328011492182 0.69482099455136526 -0.8210832459838302 -1.0476718912124634 leaf_weight=326 20 21 37 8504 20 26 27 29 139 26 27 20 leaf_count=326 20 21 37 8504 20 26 27 29 139 26 27 20 internal_value=0 0.0017742 0.00377006 0.00608358 0.187225 0.127048 -0.00243587 0.0507605 0.00141403 0.00565674 -0.2166 -0.715268 internal_weight=0 9202 9181 9144 401 381 8743 355 8696 8530 166 47 internal_count=9222 9202 9181 9144 401 381 8743 355 8696 8530 166 47 cat_boundaries=0 2 cat_threshold=532608 16777216 is_linear=0 shrinkage=0.01 Tree=902 num_leaves=13 num_cat=2 split_feature=5 4 25 24 6 26 0 18 0 3 26 12 split_gain=561265 157068 108442 483501 289625 574281 245663 96178.6 82792.6 73510.5 27871.3 1173.55 threshold=1412.3803750000002 1422.3575000000001 0 1 1.7878000000000001 2022.5000000000002 1295.4950000000001 458.71125000000006 831.91125000000011 293.06250000000006 2022.5000000000002 1.7878000000000001 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 7 8 9 -4 -5 -12 right_child=-2 -3 6 10 -6 -7 -8 -9 -10 -11 11 -13 leaf_value=0.1305326527605454 1.6787849376201629 -0.86209264119466145 0.002708785312219005 -0.068834355218896595 -0.48976076889038084 1.2627326663335163 -1.0592067397724498 0.56407789667447417 -0.53653164501847894 -0.21103390967337096 -0.28314693729561496 -0.36529442792589017 leaf_weight=96 20 21 8523 103 25 84 22 30 29 164 83 22 leaf_count=96 20 21 8523 103 25 84 22 30 29 164 83 22 internal_value=0 0.00175645 0.00373236 0.160116 0.494682 0.658893 -0.00381205 -0.00116164 -0.00310716 -0.00132642 -0.177191 -0.300359 internal_weight=0 9202 9181 413 205 180 8768 8746 8716 8687 208 105 internal_count=9222 9202 9181 413 205 180 8768 8746 8716 8687 208 105 cat_boundaries=0 2 3 cat_threshold=532608 16777216 1811 is_linear=0 shrinkage=0.01 Tree=903 num_leaves=11 num_cat=1 split_feature=5 4 8 0 10 10 8 25 3 26 split_gain=550096 153942 121734 215926 214435 210034 114460 97853.7 80954.5 70587.8 threshold=1412.3803750000002 1422.3575000000001 515.18500000000006 1295.4950000000001 947.25000000000011 67.800000000000011 1058.7500000000002 0 436.23750000000007 2022.5000000000002 decision_type=2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 7 6 -4 9 -9 -1 right_child=-2 -3 5 -5 -6 -7 -8 8 -10 -11 leaf_value=0.069567386562174025 1.6619971534609794 -0.85347169785272514 0.44218444361831205 -0.96730736442234211 -0.98323504794727667 1.2535228824615479 -0.50221902869996571 0.0045523349132111099 -0.26841693875464528 0.54558384883201727 leaf_weight=66 20 21 33 23 22 21 21 8826 110 59 leaf_count=66 20 21 33 23 22 21 21 8826 110 59 internal_value=0 0.00173889 0.00369504 0.000390369 0.00284078 0.404926 0.0749164 0.00523496 0.00119082 0.272451 internal_weight=0 9202 9181 9106 9083 75 54 9061 8936 125 internal_count=9222 9202 9181 9106 9083 75 54 9061 8936 125 cat_boundaries=0 2 cat_threshold=8192 16777216 is_linear=0 shrinkage=0.01 Tree=904 num_leaves=18 num_cat=3 split_feature=7 4 10 0 8 4 25 24 0 24 0 0 0 7 3 0 4 split_gain=263598 1.61721e+06 244700 139896 140751 135798 157154 478250 336343 67750.5 66154.9 364696 96863.4 41780.8 33675.9 32861 786.128 threshold=366.17750000000007 540.74500000000012 947.25000000000011 43.440000000000005 21.101500000000005 593.34250000000009 0 1 831.91125000000011 2 210.75000000000003 232.70000000000002 74.355000000000004 563.68750000000011 157.58975000000007 1205.5225000000003 1013.1050000000001 decision_type=2 2 2 2 2 2 9 1 2 1 2 2 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=0.69258128384749096 0.23396946961229501 3.0685496177673337 -1.1062284288406372 -0.57007744729518894 0.73052883710712191 -0.25252591401338575 0.00075115669274872828 0.11520478101808633 -0.59053804142134536 -0.19832455797741813 1.4249185380481537 0.037954419038234613 -0.22706453700340232 -0.32863265205513353 -0.77028671871532095 -1.1376713777625043 -0.3374150978326797 leaf_weight=122 22 20 20 32 32 24 8166 124 21 134 21 195 191 33 22 23 20 leaf_count=122 22 20 20 32 32 24 8166 124 21 134 21 195 191 33 22 23 20 internal_value=0 0.437467 -0.00132765 -0.00473197 0.203211 0.00111061 0.004426 0.200768 -0.00446027 -0.0489601 1.03838e-05 0.172798 -0.00445559 -0.103592 -0.450837 -0.87654 -0.291112 internal_weight=0 139 9083 119 87 9063 8997 380 8617 258 8573 216 8357 55 66 44 44 internal_count=9222 139 9083 119 87 9063 8997 380 8617 258 8573 216 8357 55 66 44 44 cat_boundaries=0 2 3 4 cat_threshold=532608 16777216 531 3332 is_linear=0 shrinkage=0.01 Tree=905 num_leaves=18 num_cat=2 split_feature=7 4 4 1 0 0 1 0 0 10 25 24 10 8 26 6 7 split_gain=134346 872935 201072 144075 109417 143005 65970.6 131044 531847 114773 69995.3 158596 76068 36420.1 17742 6284.99 4421.19 threshold=438.33250000000004 540.74500000000012 1120.4650000000004 184.72500000000005 1219.7885000000003 649.85000000000014 184.72500000000005 123.63250000000001 252.37200000000004 67.800000000000011 0 1 96.07050000000001 67.800000000000011 2022.5000000000002 74.355000000000004 629.70000000000016 decision_type=2 2 2 2 2 2 2 2 2 2 9 1 2 2 2 2 2 left_child=2 3 4 13 5 6 10 9 -9 -8 11 -1 -12 15 -7 16 -2 right_child=1 -3 -4 -5 -6 14 7 8 -10 -11 12 -13 -14 -15 -16 -17 -18 leaf_value=-0.041588836314639714 -0.53249781255424022 2.2413114128112794 -0.82053101269404094 0.72019416427612304 0.58321768045425415 -0.30329798134890473 -0.34299418669758425 1.2389156739711762 -0.50439360618591311 0.45188470268249509 -0.019506883918610107 0.1046828488859282 0.30107975524266561 0.1130316462205804 -0.67461704684842017 -0.21025307846069335 -0.32223157858848572 leaf_weight=1261 20 20 30 20 32 22 198 30 42 20 5627 1779 75 23 31 20 20 leaf_count=1261 20 20 30 20 32 22 198 30 42 20 5627 1779 75 23 31 20 20 internal_value=0 0.329514 -0.00319197 -0.0417091 -0.000502466 -0.0025585 0.000480706 -0.147904 0.221985 -0.27007 0.00540311 0.0440715 -0.0152633 -0.2253 -0.520485 -0.354994 -0.427365 internal_weight=0 123 9147 103 9117 9085 9032 290 72 218 8742 3040 5702 83 53 60 40 internal_count=9270 123 9147 103 9117 9085 9032 290 72 218 8742 3040 5702 83 53 60 40 cat_boundaries=0 3 4 cat_threshold=2172658048 3506438178 606081536 2226 is_linear=0 shrinkage=0.01 Tree=906 num_leaves=13 num_cat=0 split_feature=14 7 5 5 0 0 7 1 0 2 7 26 split_gain=141626 261215 914250 451331 113982 140640 107196 70018.1 159437 152794 42515.5 17388.9 threshold=1064.4750000000001 438.33250000000004 328.05000000000007 1279.9550000000002 1219.7885000000003 649.85000000000014 548.95500000000004 184.72500000000005 123.63250000000001 1013.1050000000001 817.62000000000012 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 4 5 7 -3 9 -9 -1 -8 -7 right_child=-2 2 -4 -5 -6 11 10 8 -10 -11 -12 -13 leaf_value=0.004240965156581779 -0.80018019546162 -0.52012161236008003 2.0124868970492789 -1.4672244444063731 0.58712018793279475 -0.30026503172787755 0.57555950386183607 -0.28127563971858305 0.27215372183743647 0.80323763132095338 0.012210902265600256 -0.66787087778891296 leaf_weight=8710 22 30 29 21 33 22 21 222 68 24 37 31 leaf_count=8710 22 30 29 21 33 22 21 222 68 24 37 31 internal_value=0 0.00311745 0.472624 -0.00289857 0.000476938 -0.00165584 -0.0348306 0.00136079 -0.151506 0.00643651 0.216182 -0.51528 internal_weight=0 9248 117 9131 9110 9077 88 9024 290 8734 58 53 internal_count=9270 9248 117 9131 9110 9077 88 9024 290 8734 58 53 is_linear=0 shrinkage=0.01 Tree=907 num_leaves=10 num_cat=0 split_feature=14 13 13 4 0 0 14 1 1 split_gain=138808 226790 285521 267785 243031 157763 120271 130164 85329.7 threshold=1064.4750000000001 548.95500000000004 874.60000000000014 1219.7885000000003 1219.7885000000003 603.77750000000015 460.42500000000007 497.97750000000002 177.05000000000004 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=0.0037405195677233435 -0.79217839067632501 1.4936121683535368 0.012689356962839762 -0.97712666732924325 0.81112952876735378 -0.23188561980788774 0.54948632574081424 -0.37846610837512545 -1.0299787594023204 leaf_weight=8942 22 23 30 28 37 37 40 90 21 leaf_count=8942 22 23 30 28 37 37 40 90 21 internal_value=0 0.00308628 0.655354 -0.000673393 0.00230912 -0.000968685 0.00235507 -6.80053e-05 -0.52085 internal_weight=0 9248 53 9195 9167 9130 9072 9032 58 internal_count=9270 9248 53 9195 9167 9130 9072 9032 58 is_linear=0 shrinkage=0.01 Tree=908 num_leaves=19 num_cat=5 split_feature=14 7 5 5 1 3 24 1 25 24 7 11 24 10 25 26 7 26 split_gain=136046 256320 896492 441907 106020 290017 210040 148120 121575 691173 105212 82045.1 72296.9 412092 176942 67984.6 41705.2 2118.01 threshold=1064.4750000000001 438.33250000000004 328.05000000000007 1279.9550000000002 184.72500000000005 492.37500000000006 0 256.61250000000007 1 2 548.95500000000004 37.963750000000012 3 96.07050000000001 4 2022.5000000000002 817.62000000000012 2022.5000000000002 decision_type=2 2 2 2 2 2 1 2 9 1 2 2 1 2 9 2 2 2 left_child=1 3 10 4 8 6 7 -6 9 15 -3 -8 13 -10 -14 -1 -12 -11 right_child=-2 2 -4 -5 5 -7 11 -9 12 17 16 -13 14 -15 -16 -17 -18 -19 leaf_value=0.56516700946858955 -0.78425660816105935 -0.51513970855871838 1.9929758282365471 -1.4518621615284966 -0.54581533985137942 0.87931247308850291 -0.39066368741698043 0.34009949451917182 0.022007635488129229 -0.29728700150405207 0.57025453056607933 -1.0266025659312372 -0.38034809456732044 0.76837915150742786 -0.011210914769742343 1.0516124065043564 0.012300038595457335 -0.38338229953118086 leaf_weight=56 22 30 29 21 25 24 172 77 2776 62 21 23 123 76 5584 59 37 53 leaf_count=56 22 30 29 21 25 24 172 77 2776 62 21 23 123 76 5584 59 37 53 internal_value=0 0.00305542 0.468141 -0.00290396 0.00043612 -0.178069 -0.263514 0.111985 0.00695566 0.228931 -0.0343607 -0.442956 0.000722355 0.0417505 -0.0198181 0.749556 0.214318 -0.310008 internal_weight=0 9248 117 9131 9110 321 297 102 8789 230 88 195 8559 2852 5707 115 58 115 internal_count=9270 9248 117 9131 9110 321 297 102 8789 230 88 195 8559 2852 5707 115 58 115 cat_boundaries=0 1 3 4 5 6 cat_threshold=1073 8320 2164326400 1925 2118 524288 is_linear=0 shrinkage=0.01 Tree=909 num_leaves=10 num_cat=0 split_feature=14 13 13 4 0 0 14 1 1 split_gain=133337 221499 280041 263479 237963 154706 118088 127102 83679.3 threshold=1064.4750000000001 548.95500000000004 874.60000000000014 1219.7885000000003 1219.7885000000003 603.77750000000015 460.42500000000007 497.97750000000002 177.05000000000004 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=0.0036739463288044533 -0.77641405587846579 1.4778099922511887 0.011167276541392008 -0.96926578368459437 0.80260550421637467 -0.22964303403287323 0.54445283269882205 -0.37401096732086608 -1.0199805432274227 leaf_weight=8942 22 23 30 28 37 37 40 90 21 leaf_count=8942 22 23 30 28 37 37 40 90 21 internal_value=0 0.00302063 0.647635 -0.000694929 0.00226351 -0.000979937 0.00231146 -8.95216e-05 -0.5158 internal_weight=0 9248 53 9195 9167 9130 9072 9032 58 internal_count=9270 9248 53 9195 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 19 1 7 25 26 0 5 split_gain=234393 212607 292951 170957 105423 99084.2 93817.4 92883.9 84068.9 149143 60196.9 threshold=1435.0600000000002 1236.1260000000004 525.67500000000007 449.26500000000004 492.13750000000005 144.56250000000003 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 4 6 8 7 -1 -4 -10 -8 right_child=-2 -3 5 -5 -6 -7 10 -9 9 -11 -12 leaf_value=0.075194063288645974 1.0646909029143197 0.82065894156694419 -0.66024575991508283 0.75191568774561734 0.66988715171813962 -0.97914685033982807 -0.43243579231686402 -0.0064311564170785353 -0.65039358411516457 0.49275000686645504 0.15057669494463052 leaf_weight=1727 21 32 39 31 24 31 77 7059 21 25 23 leaf_count=1727 21 32 39 31 24 31 77 7059 21 25 23 internal_value=0 0.00698878 0.00411394 0.010592 0.00801271 -0.495195 0.00622507 0.00969158 -0.318695 -0.0291199 -0.298343 internal_weight=0 9089 9057 8941 8910 116 8886 8786 85 46 100 internal_count=9110 9089 9057 8941 8910 116 8886 8786 85 46 100 cat_boundaries=0 3 cat_threshold=83894656 2164523040 16 is_linear=0 shrinkage=0.01 Tree=911 num_leaves=12 num_cat=1 split_feature=5 1 0 0 19 1 7 3 25 26 0 split_gain=229728 208376 287122 167554 103324 97112.5 91951 91230.1 91045.4 82395.9 146175 threshold=1435.0600000000002 1236.1260000000004 525.67500000000007 449.26500000000004 492.13750000000005 144.56250000000003 426.65000000000009 113.00000000000001 0 2022.5000000000002 744.3325000000001 decision_type=2 2 2 2 2 2 2 2 9 2 2 left_child=1 2 3 4 6 9 8 -8 -1 -4 -11 right_child=-2 -3 5 -5 -6 -7 7 -9 -10 10 -12 leaf_value=0.074446451054198615 1.0540439728328159 0.81245235741138455 -0.65364331758939298 0.74439650566347182 0.66318831125895183 -0.96935542568083732 -0.13028211232903716 -0.84800989322040399 -0.0063669356277719991 -0.6438896574292865 0.48782241592407227 leaf_weight=1727 21 32 39 31 24 31 77 23 7059 21 25 leaf_count=1727 21 32 39 31 24 31 77 23 7059 21 25 internal_value=0 0.00691965 0.00407356 0.0104868 0.00793335 -0.490243 0.00616359 -0.29536 0.00959545 -0.315508 -0.0288287 internal_weight=0 9089 9057 8941 8910 116 8886 100 8786 85 46 internal_count=9110 9089 9057 8941 8910 116 8886 100 8786 85 46 cat_boundaries=0 3 cat_threshold=83894656 2164523040 16 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 12 2 26 split_gain=197580 372326 123831 740956 786256 704655 443681 96002.5 122311 80614.9 73376 2689.89 threshold=874.60000000000014 1065.8000000000002 0 1 2022.5000000000002 417.90600000000001 1295.4950000000001 674.04250000000013 451.12500000000006 366.58182000000005 66.112500000000011 2022.5000000000002 decision_type=2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 10 7 8 9 -4 11 -5 right_child=-2 -3 6 5 -6 -7 -8 -9 -10 -11 -12 -13 leaf_value=0.061376886367797853 -0.74065609741210936 1.0415431084292275 0.0019209441560961147 -0.36935625561936336 1.7522684776999733 1.4384293434143067 -1.3295102653503417 -0.64061497190724259 0.75098761883648968 0.37923992039864524 0.20320355906405232 -0.44689735965414368 leaf_weight=55 35 35 8577 88 55 25 25 23 22 57 22 91 leaf_count=55 35 35 8577 88 55 25 25 23 22 57 22 91 internal_value=0 0.012133 0.00814747 0.193673 0.831254 -0.138728 0.000762272 0.00459502 0.00630942 0.00441193 -0.341794 -0.408777 internal_weight=0 9075 9040 336 110 226 8704 8679 8656 8634 201 179 internal_count=9110 9075 9040 336 110 226 8704 8679 8656 8634 201 179 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=193648 364916 121367 434852 333565 400212 205738 94092 119877 83742.8 22899.5 threshold=874.60000000000014 1065.8000000000002 0 1295.4950000000001 96.07050000000001 417.90600000000001 98.63000000000001 674.04250000000013 451.12500000000006 397.87500000000006 1.57605 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=-0.055853521208050837 -0.73324954768589568 1.0311275954927717 0.0075461981595200799 -1.3162151679992675 1.387790020054037 1.1738565391302109 0.9460137194678897 -0.63420881976252019 0.74347775762731372 -0.30079296969295888 -0.40798932232707741 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 0.0120117 0.008066 0.00075465 0.191736 0.114042 -0.00622056 0.00454907 0.00624633 0.00436781 -0.0828371 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=12 num_cat=1 split_feature=10 4 0 3 0 0 0 15 19 24 26 split_gain=189795 357655 88451.8 428194 273757 259201 119599 95284.4 104398 76352.6 40551 threshold=874.60000000000014 1065.8000000000002 486.41000000000003 195.15000000000003 449.26500000000004 1265.0725000000002 893.62500000000011 674.04250000000013 492.13750000000005 0 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 1 2 left_child=1 2 4 5 7 6 10 8 9 -1 -4 right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.051091267223325042 -0.72591703469412661 1.0208163667065757 -0.69139642287944925 1.1025750937461853 1.1804581050872802 -1.2816907418568928 0.45472506000882107 -0.59529626369476318 0.71520589374360588 -0.011342084155985184 -0.1823789473140941 leaf_weight=2915 35 35 29 20 20 30 21 26 21 5924 34 leaf_count=2915 35 35 29 20 20 30 21 26 21 5924 34 internal_value=0 0.0118916 0.00798534 -0.247025 0.0118222 -0.483797 -0.198835 0.00919195 0.0109658 0.00929268 -0.416689 internal_weight=0 9075 9040 134 8906 114 84 8886 8860 8839 63 internal_count=9110 9075 9040 134 8906 114 84 8886 8860 8839 63 cat_boundaries=0 1 cat_threshold=2122 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=216245 698254 109691 139582 245822 313570 121472 50829.1 28269.4 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=-0.0022265161149667349 1.010030742826916 -1.8723420476615429 0.54910347541173299 -0.48054056461040789 0.9898514630794526 -1.0997429554279035 0.59663334902595067 -0.80011362190246593 -0.0095777099609374999 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 -0.00589626 -0.00179734 -0.00398369 -0.000377961 -0.0031378 5.00084e-05 -0.430741 -0.249676 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=272038 309272 183389 136271 131503 285540 112203 136133 106135 threshold=1052.6300000000003 1341.6425000000002 1272.8850000000002 2022.5000000000002 721.76691000000005 561.85750000000019 1064.4750000000001 582.96000000000015 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=-0.003476359330109681 -0.20116033700796274 1.1848559470610185 0.93117593492780415 -1.2154717927508885 -0.17360775339603426 1.1922463436126709 0.74422545623779301 -0.71461741941946533 -1.0658043966293334 leaf_weight=8925 26 22 21 27 40 20 20 27 20 leaf_count=8925 26 22 21 27 40 20 20 27 20 internal_value=0 0.000634347 -0.00223713 -0.717885 -0.00440258 -0.00128912 -0.0039497 -0.00562122 -0.471007 internal_weight=0 9095 9073 53 9052 8992 8972 8952 60 internal_count=9148 9095 9073 53 9052 8992 8972 8952 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=266624 194789 400006 302085 178754 133559 104897 224795 120247 96467.1 threshold=1052.6300000000003 548.95500000000004 60.425000000000004 1279.9550000000002 1272.8850000000002 2022.5000000000002 451.12500000000006 582.96000000000015 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=0.26052053323906399 -0.19914877671461839 1.6559784898303804 -0.29583743322463263 -1.1728988346186551 0.92186420395260771 -1.2033170867849279 1.0085252722826872 -1.0139165358109907 0.0040037804383497976 -0.0059333448782574825 leaf_weight=128 26 21 21 22 21 27 22 22 26 8812 leaf_count=128 26 21 21 22 21 27 22 22 26 8812 internal_value=0 0.000628003 0.680071 -0.00252417 0.00032693 -0.710706 -0.00182094 -0.00431804 0.464409 -0.00183357 internal_weight=0 9095 42 9053 9031 53 9010 8962 48 8940 internal_count=9148 9095 42 9053 9031 53 9010 8962 48 8940 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 1 1 3 split_gain=209709 675583 107025 135072 237762 308048 127057 49830.1 3335.29 threshold=1422.3575000000001 1412.3803750000002 960.95500000000004 652.50000000000011 492.37500000000006 1295.4950000000001 1183.6900000000003 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=-0.0016718097389974151 0.99470397222609752 -1.8416480088233949 0.54244509352578063 -0.33597904528890338 0.97352850634157662 -1.0899541106590858 0.79626744413375861 -0.82485185059634125 -0.17869008174309364 leaf_weight=8924 21 20 36 28 25 26 20 22 26 leaf_count=8924 21 20 36 28 25 26 20 22 26 internal_value=0 -0.00575211 -0.00172028 -0.0038799 -0.000332904 -0.00304712 0.000112491 -0.423685 -0.260247 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=205536 662139 138406 99219.7 382690 89271.3 117627 138249 46451.4 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=-0.28220537012058594 0.98475694565545957 -1.8232315506935119 0.75669894854227704 -0.0047617352148033015 0.79956295293920177 -0.6045798866271973 -0.6350677000284195 0.8275892868041993 -0.12822442589384137 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 -0.00569459 -0.00170307 -0.003707 0.259513 -0.00783999 -0.00617761 -0.00288157 -0.405947 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=26 num_cat=3 split_feature=2 25 24 7 0 1 3 0 5 1 1 5 7 24 6 0 3 3 2 3 1 2 6 0 26 split_gain=327214 229634 510078 1.24133e+06 463574 287194 261800 291793 257366 243648 565625 168498 135909 133711 209725 285936 73169.4 72041 70259 62327.3 58630.1 51964.9 48928.2 32713.2 13.3502 threshold=715.87500000000011 0 1 417.90600000000001 449.26500000000004 37.975000000000009 593.34250000000009 569.59500000000014 39.441250000000004 31.849500000000003 415.60849999999999 10.901250000000003 66.112500000000011 2 244.35500000000002 240.75000000000003 9.775500000000001 456.25000000000006 1120.4650000000004 346.12500000000006 752.83000000000015 309.90000000000003 73.46250000000002 929.87500000000011 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 left_child=1 2 3 4 5 8 7 17 -1 13 11 -11 18 22 15 -15 -7 19 -2 21 -12 -3 24 -9 -4 right_child=12 6 9 -5 -6 16 -8 23 -10 10 20 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 leaf_value=0.3852911902892302 -0.53997586404123621 -0.0060316316631542346 -0.49007299087086664 2.6102262453238172 1.5005816153822276 -0.69436492968828245 0.99266266199258657 -0.57821900186084563 -0.55374565929174424 1.6092340428034464 -0.053735566572709524 0.4570359212701971 0.080920877933502208 -0.044747970692836606 -0.84524344497713544 1.008949283191136 -0.0013344348907470705 -0.56696686578833533 -1.2247491813528126 0.40297848211752402 -0.78380452112718058 -0.28366001027471877 0.016379382506660795 -1.1433233318328857 -0.48342951615651453 leaf_weight=332 31 7890 61 24 29 39 26 21 32 30 22 22 20 321 29 28 25 23 29 37 22 68 23 20 60 leaf_count=332 31 7890 61 24 29 39 26 21 32 30 22 22 20 321 29 28 25 23 29 37 22 68 23 20 60 internal_value=0 0.00934169 0.144276 0.385429 0.277024 0.19412 -0.00916718 -0.0124107 0.302739 -0.0465655 0.415687 1.12177 -0.632982 -0.132469 -0.0273855 0.0397893 -0.42365 -0.00810782 -0.87095 -0.00650009 -0.41877 -0.00840393 -0.380023 -0.85388 -0.486779 internal_weight=0 9184 1099 481 457 428 8085 8059 364 618 96 52 80 522 378 349 64 8018 60 7995 44 7958 144 41 121 internal_count=9264 9184 1099 481 457 428 8085 8059 364 618 96 52 80 522 378 349 64 8018 60 7995 44 7958 144 41 121 cat_boundaries=0 2 3 4 cat_threshold=16785792 16842752 1125 528 is_linear=0 shrinkage=0.01 Tree=921 num_leaves=17 num_cat=1 split_feature=2 8 25 3 0 5 0 1 3 2 1 3 3 2 2 0 split_gain=320702 366144 225064 256590 285987 234487 191229 226836 120690 140471 118308 70607.4 61087 51116.5 38948.9 32062.2 threshold=715.87500000000011 58.875000000000007 0 593.34250000000009 569.59500000000014 1204.8925000000002 1219.7885000000003 947.25000000000011 10.942500000000003 177.05000000000004 438.04750000000007 456.25000000000006 346.12500000000006 244.35500000000002 1211.5375000000001 929.87500000000011 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 14 5 4 11 6 7 8 10 -10 -1 12 13 -4 -2 -6 right_child=1 -3 3 -5 15 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.15046372638157635 -0.78678071412173178 0.54511516332626342 -0.0053892948080688074 0.98273604356325595 -0.57243682679675867 1.1661476820165462 1.046006776636297 -0.90075925220142705 -0.28880932939300935 0.4867182205463278 0.86229736804962165 -0.56129719443943193 0.39894870242557012 -0.22750033588991281 -1.2989153819613986 -1.1318901081085206 leaf_weight=860 33 20 7853 26 21 22 22 22 120 29 24 23 37 105 27 20 leaf_count=860 33 20 7853 26 21 22 22 22 120 29 24 23 37 105 27 20 internal_value=0 -0.626652 0.00924827 -0.00907551 -0.0122866 0.142833 0.123256 0.104014 0.125413 -0.137868 0.16979 -0.00802674 -0.00643509 -0.00831989 -1.01724 -0.845341 internal_weight=0 80 9184 8085 8059 1099 1077 1055 1033 149 884 8018 7995 7958 60 41 internal_count=9264 80 9184 8085 8059 1099 1077 1055 1033 149 884 8018 7995 7958 60 41 cat_boundaries=0 2 cat_threshold=16785792 16842752 is_linear=0 shrinkage=0.01 Tree=922 num_leaves=22 num_cat=1 split_feature=2 8 25 6 5 0 0 0 0 1 1 1 18 1 7 0 2 0 5 0 7 split_gain=314320 358857 220585 231068 487547 209644 169515 213144 162784 221362 315848 132452 108636 75244.7 66021.4 69456.2 38173.8 22292.8 21794.4 15619.4 7005.05 threshold=715.87500000000011 58.875000000000007 0 336.94125000000003 947.25000000000011 50.730000000000011 232.70000000000002 216.15000000000003 1219.7885000000003 752.83000000000015 438.04750000000007 241.87500000000003 453.62500000000006 47.808000000000007 280.25000000000006 66.112500000000011 1211.5375000000001 569.59500000000014 64.050000000000011 391.73750000000007 488.75250000000005 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 16 3 4 8 18 7 12 9 10 -1 13 14 17 15 -4 -2 19 -5 -8 -16 right_child=1 -3 6 5 -6 -7 11 -9 -10 -11 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 -22 leaf_value=0.13140416423331447 -0.77891291040362731 0.53966401910781858 -0.008612230755376496 -0.58836229378177274 1.727670051574707 0.39562202660933787 -0.30626056284615488 1.0038754338309879 1.0440399360656738 -0.76021396142465092 1.4014088859558107 -0.94888605594635012 0.73114939537644386 0.356015381585984 -0.2159986997343773 0.18646517650328856 -1.285926209202519 -0.54551313435589832 -1.0117726445198059 -0.031068679809570315 -0.40969498094284179 leaf_weight=938 33 20 7609 31 20 23 66 21 20 27 20 28 20 21 43 187 27 27 20 30 33 leaf_count=938 33 20 7609 31 20 23 66 21 20 27 20 28 20 21 43 187 27 27 20 30 33 internal_value=0 -0.620386 0.00915579 0.141405 0.181652 -0.396965 -0.00898475 -0.00224504 0.150886 0.132751 0.157918 -0.319573 -0.00492225 -0.197207 -0.00679235 -0.00393298 -1.00707 -0.291659 -0.754406 -0.220263 -0.300104 internal_weight=0 80 9184 1099 1025 74 8085 7913 1005 985 958 172 7892 144 7872 7796 60 123 51 96 76 internal_count=9264 80 9184 1099 1025 74 8085 7913 1005 985 958 172 7892 144 7872 7796 60 123 51 96 76 cat_boundaries=0 2 cat_threshold=16785792 16842752 is_linear=0 shrinkage=0.01 Tree=923 num_leaves=10 num_cat=2 split_feature=3 5 4 9 1 25 24 0 26 split_gain=150233 377884 209813 166920 140827 144567 457095 183353 35616.5 threshold=1205.5225000000003 1341.6425000000002 1265.0725000000002 1064.4750000000001 802.66250000000002 0 1 1005.9575000000001 2022.5000000000002 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=0.70315220244852361 -0.64106017218695743 1.3461045069921584 -0.95077299864395814 0.91810067653656002 -0.19307551631221065 0.0028739583323457683 -0.13669409082124109 -0.71224455780453155 -0.67354159911473588 leaf_weight=108 36 21 23 20 27 8815 142 36 36 leaf_count=108 36 21 23 20 27 8815 142 36 36 internal_value=0 0.00619739 0.00314123 0.00553017 0.00353853 0.00680009 0.239209 -3.46306e-05 -0.467628 internal_weight=0 9228 9207 9184 9164 9101 250 8851 63 internal_count=9264 9228 9207 9184 9164 9101 250 8851 63 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 4 10 24 0 7 0 0 18 2 26 7 1 26 0 0 0 0 26 split_gain=307112 215550 501195 1.21316e+06 453396 279838 278920 239790 552865 356280 184489 134241 178897 224971 127659 85782.8 208523 106282 66669.2 66174.1 59524.3 53399.9 30335.5 81195.2 23155 4818.15 1462.56 618.999 threshold=715.87500000000011 0 1 417.90600000000001 449.26500000000004 37.975000000000009 13.830000000000002 31.849500000000003 415.60849999999999 38.368750000000013 593.34250000000009 114.60000000000002 2 240.75000000000003 66.112500000000011 232.70000000000002 216.15000000000003 453.62500000000006 1120.4650000000004 2022.5000000000002 280.25000000000006 752.83000000000015 2022.5000000000002 375.58250000000004 385.88250000000005 299.69250000000005 561.34500000000014 2022.5000000000002 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 9 -9 15 12 27 -14 18 16 17 20 -2 -7 -3 -10 23 -17 25 -24 -26 -4 right_child=14 10 7 -5 -6 19 -8 8 21 -11 -12 -13 13 -15 -16 22 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 leaf_value=0.3812596787489928 -0.5214812658679101 -0.0030552788602620944 -0.43229645027054681 2.5781476310888927 1.4816226465948696 -0.78483263356345034 -0.61045672147504748 1.8443989490640575 -0.067444081739945858 0.17778791945913563 -0.77888209342956549 -0.72384073966079288 -0.04237323092987233 0.87732565057688749 0.078641487121582032 -0.41963178471156531 0.99390127885909307 0.72414738727733496 -1.1885314658592487 -0.13664065519968668 -0.28613016126553215 -0.76418903394178916 -0.30834802627563479 0.25677659299638533 -0.45492737121582033 -0.10189693570137025 -0.56672308748418643 -0.38955412298440933 leaf_weight=333 31 7774 72 24 29 28 31 29 22 23 31 36 321 29 20 35 21 20 29 36 75 22 20 36 25 26 22 64 leaf_count=333 31 7774 72 24 29 28 31 29 22 23 31 36 321 29 20 35 21 20 29 36 75 22 20 36 25 26 22 64 internal_value=0 0.00902519 0.139756 0.378785 0.271571 0.189582 0.2968 -0.049353 0.409175 1.10724 -0.00890704 -0.134625 -0.0909798 0.0328907 -0.613256 -0.00595445 -0.00124926 -0.00390501 -0.843889 -0.420225 -0.00576016 -0.415817 -0.23232 -0.0766642 -0.351155 -0.191658 -0.507257 -0.383951 internal_weight=0 9184 1099 481 457 428 364 618 96 52 8085 522 486 350 80 8054 7890 7869 60 64 7849 44 164 71 93 46 47 136 internal_count=9264 9184 1099 481 457 428 364 618 96 52 8085 522 486 350 80 8054 7890 7869 60 64 7849 44 164 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 1 7 2 26 26 split_gain=299202 323750 275070 142349 127492 382338 927644 91587.2 216469 174617 105287 99342.9 80243.6 18455.4 82.8839 threshold=0 1318.45 1120.4650000000004 1 806.46500000000003 98.25500000000001 1144.97 2 3 438.04750000000007 487.50000000000006 441.88278000000008 515.86500000000012 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 9 -2 12 -10 -9 -5 -1 right_child=1 -3 -4 13 5 -7 -8 10 11 -11 -12 -13 -14 -15 -16 leaf_value=-0.047192700299349702 -0.30281713773037799 1.2704729661941527 0.93711251412668528 -0.45916429630697592 1.5077124719619752 1.5846587057113646 -1.4083468039830527 -0.00096450785108694243 0.055682564240610487 0.44997397971875741 0.61500948727130889 -0.45203169816877781 0.63327822148799895 -0.68108624650286387 -0.02910827010235888 leaf_weight=55 465 20 31 73 20 20 24 7673 642 33 28 41 20 77 47 leaf_count=55 465 20 31 73 20 20 24 7673 642 33 28 41 20 77 47 internal_value=0 -0.000415832 -0.00324143 -0.34323 -0.00649271 0.438236 -0.0828653 -0.00969004 -0.0913064 -0.247954 0.00290844 0.0248411 0.000684375 -0.537266 -0.0353901 internal_weight=0 9017 8997 252 8966 64 44 8902 1181 498 7721 683 7693 150 102 internal_count=9269 9017 8997 252 8966 64 44 8902 1181 498 7721 683 7693 150 102 cat_boundaries=0 2 3 6 7 cat_threshold=16785408 16777217 852 2621696 0 65536 595 is_linear=0 shrinkage=0.01 Tree=926 num_leaves=10 num_cat=0 split_feature=5 4 1 2 0 1 1 1 26 split_gain=162380 168064 147760 221918 139637 76311.9 270464 108658 66855.2 threshold=1318.45 1295.4950000000001 1318.45 1120.4650000000004 806.46500000000003 438.04750000000007 497.97750000000002 390.72000000000008 2022.5000000000002 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=-0.015395032024555231 0.79483436698913579 -0.84791456659634901 -0.76280442824730499 0.88102561882564001 0.103848814810476 1.139008743579571 -0.031495054989326289 -0.71903574119914671 0.73738712840610077 leaf_weight=8969 25 24 26 28 31 26 82 22 36 leaf_count=8969 25 24 26 28 31 26 82 22 36 internal_value=0 -0.0121824 -0.010007 -0.0078781 -0.0105935 -0.0139428 0.250293 -0.0171168 0.444257 internal_weight=0 9244 9220 9194 9166 9099 108 8991 67 internal_count=9269 9244 9220 9194 9166 9099 108 8991 67 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=293555 215159 201223 207075 199714 300478 139708 125805 78652 18114.8 73.0172 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=-0.046170396804809569 -0.19871047532783365 0.90806986735417294 0.89297608747482304 -0.74206292255928641 0.053410883194360985 1.5370889209565661 -0.45469928517733538 0.62974020927183094 -0.0037319569346684041 -0.67456405088498994 -0.029196468718508454 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 -0.000306826 -0.00293399 -0.00543207 -0.00229677 0.572698 -0.339871 -0.00618713 -0.00841795 -0.53209 -0.0349251 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=11 num_cat=1 split_feature=25 5 2 4 0 2 0 18 0 26 split_gain=288412 202119 269607 187836 81478.5 591200 881961 87928.9 91593.1 34210.8 threshold=0 1341.6425000000002 1374.9750000000004 1120.4650000000004 806.46500000000003 98.25500000000001 1144.97 582.96000000000015 649.85000000000014 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 7 6 -6 8 -2 -1 right_child=1 -3 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=-0.36738861523071925 -0.0051277990336394963 0.95403745957396258 1.1541608467102051 -0.81168500688055456 1.2316285584189677 1.7855889501571656 -1.4656724767331724 -0.67053698444366461 -0.63699155848959221 -0.71433411456920481 leaf_weight=60 8972 22 20 29 22 20 27 20 23 54 leaf_count=60 8972 22 20 29 22 20 27 20 23 54 internal_value=0 -0.00330611 -0.00561583 -0.00816115 -0.00559596 0.336731 -0.254639 -0.0082161 -0.00674346 -0.48885 internal_weight=0 9155 9133 9113 9084 69 49 9015 8995 114 internal_count=9269 9155 9133 9113 9084 69 49 9015 8995 114 cat_boundaries=0 1 cat_threshold=16785408 is_linear=0 shrinkage=0.01 Tree=929 num_leaves=9 num_cat=0 split_feature=4 5 1 2 0 18 1 26 split_gain=161963 149782 146158 145329 133013 84723.4 77341.9 63410.8 threshold=1265.0725000000002 1279.9550000000002 1318.45 967.31750000000011 806.46500000000003 582.96000000000015 438.04750000000007 2022.5000000000002 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=-0.015386127464099784 0.73644400530848009 -0.81803304940786048 -0.7587476510267992 0.62619854198561775 0.10198892901020665 -0.6638316025733948 0.26020762948156562 0.71899132728576665 leaf_weight=8965 29 23 26 36 31 20 103 36 leaf_count=8965 29 23 26 36 31 20 103 36 internal_value=0 -0.0120526 -0.0100413 -0.00792334 -0.0104169 -0.0136897 -0.0122558 0.433513 internal_weight=0 9240 9217 9191 9155 9088 9068 67 internal_count=9269 9240 9217 9191 9155 9088 9068 67 is_linear=0 shrinkage=0.01 Tree=930 num_leaves=14 num_cat=4 split_feature=5 4 2 25 0 24 25 25 2 0 3 4 4 split_gain=672550 213429 134829 143045 319767 299805 197503 179758 138597 798014 388268 169722 124831 threshold=1412.3803750000002 1422.3575000000001 1164.4950000000001 0 375.58250000000004 1 2 3 352.38000000000005 1144.97 231.15000000000003 9.775500000000001 344.21500000000003 decision_type=2 2 2 9 2 1 9 9 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -7 9 12 11 -10 -5 right_child=-2 -3 -4 8 -6 7 -8 -9 10 -11 -12 -13 -14 leaf_value=0.03476108573499273 -1.7924256111326673 -1.0327308654785157 -0.6793776222755169 -0.012234332561955311 1.0314368328295256 0.16606799451550047 0.61797107012955454 -0.22943707841688937 0.2626946621327787 -1.9150011886249889 1.4381630231857301 -0.75590971492585679 0.33975325551687507 leaf_weight=112 21 20 29 8258 38 189 133 265 74 22 25 21 102 leaf_count=112 21 20 29 8258 38 189 133 265 74 22 25 21 102 internal_value=0 -0.000816737 0.0014101 0.003547 0.136222 0.0895036 0.363179 -0.0647579 -0.00810467 -0.0129452 0.329328 0.0375295 -0.00793975 internal_weight=0 9288 9268 9239 737 699 245 454 8502 8382 120 95 8360 internal_count=9309 9288 9268 9239 737 699 245 454 8502 8382 120 95 8360 cat_boundaries=0 3 4 6 8 cat_threshold=532608 285278209 512 531 128 285278208 0 285278208 is_linear=0 shrinkage=0.01 Tree=931 num_leaves=15 num_cat=1 split_feature=5 4 2 25 17 2 1 4 1 1 10 10 4 7 split_gain=659171 209184 132148 140353 136614 135839 151647 185495 144992 265592 124421 296330 111404 90979 threshold=1412.3803750000002 1422.3575000000001 1164.4950000000001 0 13.037000000000001 352.38000000000005 330.61600000000004 9.775500000000001 415.60849999999999 492.37500000000006 96.07050000000001 487.50000000000006 575.22000000000014 252.37200000000004 decision_type=2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 10 8 7 -7 12 -10 13 -12 -5 -1 right_child=-2 -3 -4 5 -6 6 -8 -9 9 -11 11 -13 -14 -15 leaf_value=0.11050394699299408 -1.7745013847805207 -1.0224035568237304 -0.67258385625378836 -0.010791170637257494 -0.54833682656288152 0.4036722247241295 1.0560778170046599 -0.60973667899767559 -1.2843658462524414 -0.092191909841589037 1.5281995305560885 -0.17260774779319765 0.52493603565754032 0.7952920553684234 leaf_weight=648 21 20 29 8244 28 73 23 24 25 74 21 20 39 20 leaf_count=648 21 20 29 8244 28 73 23 24 25 74 21 20 39 20 internal_value=0 -0.000802226 0.00140235 0.00351791 0.134938 -0.00802362 0.326035 0.152932 -0.0128157 -0.393246 0.163826 0.698537 -0.00826873 0.131007 internal_weight=0 9288 9268 9239 737 8502 120 97 8382 99 709 41 8283 668 internal_count=9309 9288 9268 9239 737 8502 120 97 8382 99 709 41 8283 668 cat_boundaries=0 3 cat_threshold=532608 285278209 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=646054 205022 127253 104208 379478 527765 184459 161260 283629 280742 174060 120662 115409 101181 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=0.030071497224992323 -1.7567563724517823 -1.0121795196533203 -0.74151171642801028 -0.00051222011646271293 0.058245851679051171 1.8079576332092284 0.58512314083339934 0.79572217941284185 -1.0548061480888955 1.4140509482792445 -0.16864980928233411 -0.18500850841362845 0.54049992651708667 -0.2336694723367691 leaf_weight=145 21 20 23 7962 235 25 101 27 26 21 61 371 31 240 leaf_count=145 21 20 23 7962 235 25 101 27 26 21 61 371 31 240 internal_value=0 -0.000794202 0.00138833 0.00323654 0.113305 0.408572 0.282966 -0.00698862 -0.0119801 0.375155 0.127237 -0.00872632 -0.0496849 -0.0892482 internal_weight=0 9288 9268 9245 777 271 246 8468 8359 109 88 8333 506 475 internal_count=9309 9288 9268 9245 777 271 246 8468 8359 109 88 8333 506 475 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=633202 200944 129389 107236 92252.4 225640 185386 121347 143219 104530 threshold=1412.3803750000002 1422.3575000000001 1164.4950000000001 817.62000000000012 344.21500000000003 387.99000000000007 301.40950000000004 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=0.0051205142182600884 -1.7391888118925551 -1.0020577163696289 -0.66553180826121361 0.6003763448397319 1.240666422367096 -0.089452815894613555 0.9679267756938934 -1.023385593580163 -0.15137543607216616 -0.37228500540192067 leaf_weight=8871 21 20 29 30 20 97 20 23 104 74 leaf_count=8871 21 20 29 30 20 97 20 23 104 74 internal_value=0 -0.000779637 0.00138108 0.00347444 0.00152992 0.259087 0.0912958 -0.00235956 -0.309299 0.00199832 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 26 split_gain=620602 196945 123947 102324 372190 517071 181251 155543 277388 275175 168369 117790 113282 99209.1 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=0.029693221845934467 -1.7217969245002382 -0.99203713226318357 -0.73181889243747877 -0.00050968765474142838 0.057695770750654511 1.78982367477417 0.57987808622755443 0.78038567295780892 -1.0431322713998648 1.3969122573307582 -0.16808862154601051 -0.18279717527631159 0.53556423750135207 -0.23136093612511954 leaf_weight=145 21 20 23 7962 235 25 101 27 26 21 61 371 31 240 leaf_count=145 21 20 23 7962 235 25 101 27 26 21 61 371 31 240 internal_value=0 -0.000771841 0.00136727 0.00319132 0.11226 0.404678 0.280361 -0.00694092 -0.0118432 0.368368 0.122921 -0.00862545 -0.0491582 -0.0883539 internal_weight=0 9288 9268 9245 777 271 246 8468 8359 109 88 8333 506 475 internal_count=9309 9288 9268 9245 777 271 246 8468 8359 109 88 8333 506 475 cat_boundaries=0 3 4 6 cat_threshold=524416 419495937 512 1554 524288 268500992 is_linear=0 shrinkage=0.01 Tree=935 num_leaves=12 num_cat=1 split_feature=25 14 12 4 5 14 9 1 9 26 11 split_gain=340397 198734 224731 953829 268087 234270 168549 162970 59215.8 45599.7 21571 threshold=0 715.87500000000011 308.62500000000006 14.655000000000003 1279.9550000000002 460.42500000000007 690.66750000000013 1341.6425000000002 114.60000000000002 2022.5000000000002 42.494000000000007 decision_type=9 2 2 2 2 2 2 2 2 2 2 left_child=9 2 4 8 5 6 7 -2 10 -1 -4 right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.36812847997934101 0.003790459278290807 -0.7853465573862195 -0.21116077146222517 1.8413599083002876 -1.056758571639657 1.0565188448769707 -0.70366894665886381 -0.89991615962982185 0.26566803359985353 -0.75671640075486279 -0.63239539039134984 leaf_weight=63 8873 32 31 34 24 21 34 20 20 58 20 leaf_count=63 8873 32 31 34 24 21 34 20 20 58 20 internal_value=0 0.00133008 0.00410489 0.464054 -0.00127793 0.00155304 -0.00092868 0.00175806 -0.1955 -0.512074 -0.376351 internal_weight=0 9109 9077 105 8972 8948 8927 8893 71 121 51 internal_count=9230 9109 9077 105 8972 8948 8927 8893 71 121 51 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=265822 221271 146493 939689 240919 145952 127068 106197 71168.6 21240.2 threshold=1587.2775000000001 1422.3575000000001 308.62500000000006 62.300000000000004 1211.5375000000001 582.96000000000015 1272.8850000000002 177.05000000000004 126.49000000000002 67.485000000000014 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=0.0030865723095277482 -1.1575144767761232 -1.0540850677490234 -0.24578916627007563 1.8370979144496304 -0.96672802228194021 -0.78153572003046679 0.72599538803100583 -0.20969654289518647 0.29817094230651853 -0.63815664594823662 leaf_weight=8765 20 20 37 31 26 24 24 241 20 22 leaf_count=8765 20 20 37 31 26 24 24 241 20 22 internal_value=0 -0.00339336 -0.00110676 0.361635 -0.00550121 -0.00274089 -0.000671005 -0.00260749 -0.217345 -0.392096 internal_weight=0 9210 9190 110 9080 9054 9030 9006 79 59 internal_count=9230 9210 9190 110 9080 9054 9030 9006 79 59 is_linear=0 shrinkage=0.01 Tree=937 num_leaves=8 num_cat=0 split_feature=5 2 2 2 14 14 9 split_gain=260532 158398 151208 195560 91478 259284 151882 threshold=1587.2775000000001 1164.4950000000001 817.62000000000012 577.68750000000011 715.87500000000011 460.42500000000007 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=0.0013984871101473744 -1.1459393444061281 -0.65633848448057441 0.72021671722675196 -0.7188976316702993 -0.60410030246376989 0.99883055503551776 -0.64061114195230839 leaf_weight=9018 20 37 29 38 25 26 37 leaf_count=9018 20 37 29 38 25 26 37 internal_value=0 -0.00335943 -0.000725585 -0.00301204 -2.45957e-05 0.00163843 -0.00122485 internal_weight=0 9210 9173 9144 9106 9081 9055 internal_count=9230 9210 9173 9144 9106 9081 9055 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=332536 191945 185040 437558 295877 186372 199920 165075 106300 44181.6 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=-0.36449203813596376 -0.0038214668889824987 -0.77170062119141225 0.36818997830152511 1.647342698470406 -1.1583044166456571 0.86502414932250971 -0.753896311896188 0.26097191518988494 -0.53478763201019985 -0.74699007979754739 leaf_weight=63 8676 32 32 23 22 25 35 242 22 58 leaf_count=63 8676 32 32 23 22 25 35 242 22 58 internal_value=0 0.00142208 0.0041492 0.492281 -2.70342e-05 0.00281125 0.00040364 0.003364 0.000310211 -0.506018 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=10 num_cat=1 split_feature=25 4 1 1 14 12 4 5 26 split_gain=325918 191327 135664 467560 102525 211835 940912 244047 43302.4 threshold=0 1295.4950000000001 1341.6425000000002 1058.7500000000002 715.87500000000011 308.62500000000006 62.300000000000004 1279.9550000000002 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=-0.36084712803836849 0.0017948918013460222 -0.87220776824951174 -0.76322703154190741 1.5330596290826799 -0.5912518530390386 -0.12569365048754041 2.1386579850673675 -1.1040889760255814 -0.73952018507595729 leaf_weight=63 8898 25 23 20 29 69 25 20 58 leaf_count=63 8898 25 23 20 29 69 25 20 58 internal_value=0 0.00140785 0.00381367 0.00576069 0.00238209 0.00429236 0.476528 -0.000685225 -0.500958 internal_weight=0 9109 9084 9061 9041 9012 94 8918 121 internal_count=9230 9109 9084 9061 9041 9012 94 8918 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=583785 296406 196846 206209 180108 110296 138347 109708 23832.5 threshold=1374.9750000000004 967.31750000000011 1318.45 1120.4650000000004 458.71125000000006 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=0.0032224653162251011 1.5664192962646484 -0.5963193319394039 0.9997782349586487 0.89591946125030519 0.71001137908962042 -0.49008024615802981 0.70724070276532858 0.14820256746732272 -1.0554768424034118 leaf_weight=8956 24 26 20 26 36 87 28 39 20 leaf_count=8956 24 26 20 26 36 87 28 39 20 internal_value=0 0.00476749 0.00877458 0.00661365 0.00408555 0.00129594 0.00541665 -0.292517 -0.795953 internal_weight=0 9238 9192 9172 9146 9110 8984 126 46 internal_count=9262 9238 9192 9172 9146 9110 8984 126 46 is_linear=0 shrinkage=0.01 Tree=941 num_leaves=10 num_cat=0 split_feature=0 4 18 2 10 0 0 2 10 split_gain=572168 290508 147405 140541 114471 116749 138825 23358.2 2001.15 threshold=1374.9750000000004 967.31750000000011 458.71125000000006 1120.4650000000004 690.66750000000013 960.86250000000007 425.10000000000002 40.213800000000006 1064.4750000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -3 -6 right_child=-2 7 -4 -5 8 -7 -8 -9 -10 leaf_value=0.0087929645055381863 1.5507551415761314 -0.59035614577050399 0.63859812575417596 0.70118790856723123 -0.58274224628101701 0.71790289837381116 -0.3552356589065408 -1.0449220690727234 -0.4445326805114746 leaf_weight=8955 24 26 37 29 22 23 106 20 20 leaf_count=8955 24 26 37 29 22 23 106 20 20 internal_value=0 0.00471982 0.00868683 0.00614104 0.00393237 0.00634058 0.00453438 -0.787994 -0.516928 internal_weight=0 9238 9192 9155 9126 9084 9061 46 42 internal_count=9262 9238 9192 9155 9126 9084 9061 46 42 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=560781 284727 192332 172102 120173 94747.8 483477 95565.9 22991.7 1277.51 threshold=1374.9750000000004 967.31750000000011 1318.45 458.71125000000006 690.66750000000013 96.07050000000001 117.08000000000003 218.29500000000002 1422.3575000000001 1064.4750000000001 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=0.0042685160150682782 1.5352475929260254 -0.57521140654087066 0.98817596435546873 0.6965252738528781 -0.57691482370549985 1.6169909039410677 0.056289714087406406 -0.33870595806982456 -1.024044712611607 -0.4678723580496652 leaf_weight=8786 24 25 20 36 22 22 203 82 21 21 leaf_count=8786 24 25 20 36 22 22 203 82 21 21 internal_value=0 0.00467262 0.00859997 0.00646395 0.0037448 0.00623885 0.208892 0.00109712 -0.780114 -0.523662 internal_weight=0 9238 9192 9172 9136 9093 225 8868 46 43 internal_count=9262 9238 9192 9172 9136 9093 225 8868 46 43 is_linear=0 shrinkage=0.01 Tree=943 num_leaves=11 num_cat=0 split_feature=0 4 2 0 0 0 0 0 0 2 split_gain=549622 279061 136452 107621 133707 113108 108810 86326.4 32758.2 22898.6 threshold=1374.9750000000004 967.31750000000011 1120.4650000000004 960.86250000000007 425.10000000000002 352.08500000000004 313.88000000000005 744.3325000000001 483.75000000000006 40.213800000000006 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -3 right_child=-2 9 -4 -5 7 -7 -8 -9 -10 -11 leaf_value=0.0085840334179724514 1.5198951148986817 -0.57662892222404483 0.69337865697926493 0.64880569458007809 -0.23406402311017438 0.63224034572469778 -0.63926834143125089 0.18599317471186322 -0.64190594664326428 -1.0267010054588317 leaf_weight=8973 24 26 29 26 31 29 26 24 54 20 leaf_count=8973 24 26 29 26 31 29 26 24 54 20 internal_value=0 0.00462589 0.00851397 0.00634644 0.00451827 0.00872159 0.00671225 -0.343624 -0.493164 -0.772312 internal_weight=0 9238 9192 9163 9137 9028 8999 109 85 46 internal_count=9262 9238 9192 9163 9137 9028 8999 109 85 46 is_linear=0 shrinkage=0.01 Tree=944 num_leaves=11 num_cat=0 split_feature=0 4 1 2 15 16 5 8 4 15 split_gain=538684 273508 188041 195972 79511.7 756954 251368 97019.5 22539.4 5704.58 threshold=1374.9750000000004 967.31750000000011 1318.45 1120.4650000000004 233.82500000000002 40.213800000000006 1265.0725000000002 715.87500000000011 1422.3575000000001 548.95500000000004 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 9 7 -1 -3 -6 right_child=-2 8 -4 -5 5 -7 -8 -9 -10 -11 leaf_value=0.0056677325971137725 1.5046961975097657 -0.56171268596649171 0.97701407861709599 0.87326541533836943 -0.38470262221800972 1.666031641960144 -1.1189536743164064 -0.4650529115308415 -1.0061090996151878 -0.18875318884849548 leaf_weight=8991 24 25 20 26 39 28 20 44 21 24 leaf_count=8991 24 25 20 26 39 28 20 44 21 24 internal_value=0 0.00457963 0.00842883 0.00631678 0.00385224 0.297972 0.000896431 0.00337535 -0.764589 -0.310055 internal_weight=0 9238 9192 9172 9146 91 9055 9035 46 63 internal_count=9262 9238 9192 9172 9146 91 9055 9035 46 63 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=272102 153413 153326 183292 153404 205416 208836 120939 26089.9 22427.3 13610.9 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=-0.0034310295264219975 -1.1640846233367921 0.87846195602416999 -0.71070650392963042 0.85985432281494145 -0.4045834228396416 1.1465267315617313 0.19700767816941434 0.45471956238664435 -0.70084171641956672 -0.28745405378795807 -0.11291934410730997 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 0.00359691 0.00168317 0.0047803 0.00242238 0.00663285 0.331939 -0.000405211 -0.399453 -0.539778 -0.307362 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 0 10 split_gain=266687 150360 150274 179644 158725 217441 215728 85121.7 22516.3 21981 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 817.62000000000012 462.80000000000007 210.75000000000003 2022.5000000000002 893.62500000000011 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=-0.0025508118095520864 -1.1524437656402589 0.86967728424072266 -0.70359943812893277 0.85125575256347663 0.97983687591552737 -0.57351304652085944 0.34910679906941533 0.13687717769456947 -0.24387597020467122 -0.28457949888138545 leaf_weight=8743 20 20 31 25 25 67 178 23 30 21 leaf_count=8743 20 20 31 25 25 67 178 23 30 21 internal_value=0 0.00356094 0.00166634 0.00473249 0.00239816 -0.000654512 0.00446578 0.575919 -0.471563 -0.53438 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=947 num_leaves=11 num_cat=0 split_feature=4 10 11 0 2 0 0 26 1 10 split_gain=261380 147368 147284 176070 155566 213114 211435 83427.8 53221.7 21543.6 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=-0.0025253032955556108 -1.140919340133667 0.86098053741455072 -0.69656344068627207 0.84274322891235354 0.9700385158538819 -0.34746879416626769 0.34561573994293637 0.13550840460735819 -0.9264569578170776 -0.28173371042524065 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 0.00352533 0.00164968 0.00468517 0.00237418 -0.000647966 0.00442113 0.57016 -0.466848 -0.529036 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 0 3 1 10 0 split_gain=256179 144435 144353 172566 144168 193518 204424 118178 38729.4 21114.8 10065 threshold=1530.8125000000002 1211.5375000000001 538.6450000000001 1374.9750000000004 486.41000000000003 210.75000000000003 232.70000000000002 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=-0.0033900955048377351 -1.1295101394653322 0.85237072372436529 -0.68959780633449552 0.83431578750610358 -0.099707681199778672 1.128114242553711 0.18867826617568551 0.449501155368213 -0.74387234231700061 -0.27891636348906018 -0.35412756899992626 leaf_weight=8724 20 20 31 25 23 27 163 58 23 21 48 leaf_count=8724 20 20 31 25 23 27 163 58 23 21 48 internal_value=0 0.00349008 0.00163318 0.00463832 0.00235044 0.00643218 0.322177 -0.000399012 -0.387239 -0.523746 -0.27171 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=251081 141561 141480 169132 152534 205834 203258 76716 51228.5 20694.7 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=-0.0024946402008891836 -1.1182150630950927 0.84384701156616215 -0.68270183505550508 0.82597263870239257 0.98135225461876918 -0.34171065596791061 0.33884780611215015 0.18109499626159667 -0.90975365734100333 -0.27612720171610516 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 0.00345518 0.00161685 0.00459193 0.00232693 -0.000665616 0.00431614 0.564552 -0.458833 -0.518508 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=23 num_cat=2 split_feature=25 1 0 7 5 0 0 5 3 3 12 1 0 26 7 0 25 12 26 0 0 1 split_gain=175875 441496 274961 224370 1.06399e+06 245777 384963 223522 172307 176974 142650 104556 102959 171343 99204.8 97190.3 86533 106166 85079.1 83268.5 54421.5 60247.3 threshold=0 1236.1260000000004 649.85000000000014 336.94125000000003 291.37500000000006 228.76800000000003 299.69250000000005 844.84875000000011 593.34250000000009 456.25000000000006 172.52400000000003 390.72000000000008 352.08500000000004 2022.5000000000002 563.68750000000011 1265.0725000000002 1 366.58182000000005 2022.5000000000002 458.28125000000006 134.19600000000003 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 2 left_child=1 2 3 5 14 7 -7 10 9 11 -1 12 16 -14 -5 -4 18 -18 -2 -8 21 -13 right_child=8 -3 15 4 -6 6 19 -9 -10 -11 -12 20 13 -15 -16 -17 17 -19 -20 -21 -22 -23 leaf_value=0.085224560762745011 -0.0012155365049839021 1.395578418144813 -0.95984802332791419 0.43307836921318721 2.6159197845458984 1.649329453277588 -0.15326288083020378 -0.90497267052531249 0.74786964523792265 -0.9509347577095032 -0.45256879161385932 -0.63848785650162465 0.91522344559431079 -0.084044658042289111 -0.42245990341359924 -0.076407392501831053 -0.0053144267409775603 0.70677436601547972 -0.44941332628991865 0.63629433285106307 -0.80832290013631181 0.035489355921745298 leaf_weight=1499 80 26 33 23 20 25 34 24 30 20 51 21 32 37 33 20 6991 21 90 22 21 36 leaf_count=1499 80 26 33 23 20 25 34 24 30 20 51 21 32 37 33 20 6991 21 90 22 21 36 internal_value=0 0.101314 0.0830196 0.104743 0.636027 0.0803456 0.61754 0.0527009 -0.00844036 -0.0115392 0.0675294 -0.00897575 -0.00505831 0.379384 -0.0710781 -0.626474 -0.00875179 -0.00317729 -0.225247 0.15692 -0.373146 -0.212818 internal_weight=0 1810 1784 1731 76 1655 81 1574 7379 7349 1550 7329 7251 69 56 53 7182 7012 170 56 78 57 internal_count=9189 1810 1784 1731 76 1655 81 1574 7379 7349 1550 7329 7251 69 56 53 7182 7012 170 56 78 57 cat_boundaries=0 3 4 cat_threshold=8448 150994944 536870912 524288 is_linear=0 shrinkage=0.01 Tree=951 num_leaves=17 num_cat=1 split_feature=4 5 25 4 4 13 6 4 14 3 4 9 10 12 7 11 split_gain=242134 215081 161624 151620 202680 197268 150303 237300 149547 141306 80080.7 67916.4 91822 64550.4 57368.5 20388.5 threshold=1422.3575000000001 1341.6425000000002 0 344.21500000000003 3.7170000000000001 119.77250000000002 218.29500000000002 511.57000000000005 460.42500000000007 593.34250000000009 593.34250000000009 453.00000000000006 508.59600000000006 81.356250000000017 39.961300000000001 40.213800000000006 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 8 7 -5 -1 10 11 12 -4 14 -6 -7 right_child=-2 -3 9 6 13 15 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=0.12309337075381585 1.0609902815385299 -0.95517814947211221 -0.0045741299078167885 1.0154673774346061 -0.27143017573849015 -0.30507951443845577 1.2593046419961114 -0.34468515371454173 0.95367665519937872 0.70141883643610148 -0.62697261833009266 -0.45446251273155214 -0.66677589598156162 0.23242912340164185 -0.82980752667655111 -0.68379496483575741 leaf_weight=1479 22 23 7266 23 92 44 21 29 22 28 21 34 21 20 23 21 leaf_count=1479 22 23 7266 23 92 44 21 29 22 28 21 34 21 20 23 21 internal_value=0 0.0106321 0.0130614 0.0984582 0.0798614 0.111911 0.545278 0.256921 0.135267 -0.00761739 -0.0103318 -0.00856299 -0.00648249 -0.291915 -0.383106 -0.427434 internal_weight=0 9167 9144 1774 1701 1566 73 52 1501 7370 7342 7321 7287 135 115 65 internal_count=9189 9167 9144 1774 1701 1566 73 52 1501 7370 7342 7321 7287 135 115 65 cat_boundaries=0 3 cat_threshold=8448 150994944 536870912 is_linear=0 shrinkage=0.01 Tree=952 num_leaves=18 num_cat=0 split_feature=4 13 11 6 4 9 14 0 3 0 2 8 12 13 11 11 9 split_gain=237316 95159.7 129693 482198 255754 167502 139441 168056 341908 135014 90470.7 71313.6 59347.9 17465.5 9692.43 10937.2 6421.39 threshold=1422.3575000000001 488.75250000000005 283.87500000000006 256.61250000000007 73.320000000000007 523.74000000000012 67.800000000000011 123.63250000000001 492.37500000000006 133.08750000000001 9.775500000000001 252.37200000000004 96.07050000000001 844.84875000000011 715.87500000000011 465.34500000000008 911.47500000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 14 6 7 11 -9 12 13 -1 -8 -3 15 -4 -7 right_child=-2 10 3 -5 -6 16 9 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 leaf_value=0.012105936569024969 1.0503803704001689 -0.29857933952694848 -0.22668324980242499 1.7164956383478074 0.87196577736624958 -0.45802467255756774 -0.078772370506920958 0.15226075528324515 1.4665051215035576 -0.9442943874359131 -0.87488515314848525 -0.24535684635879798 -0.66191815447807312 0.10926671686626616 -0.093976726531982427 -0.53065815079212186 -0.68176965796429179 leaf_weight=8275 22 21 29 21 27 29 137 345 21 25 23 109 20 21 21 20 23 leaf_count=8275 22 21 29 21 27 29 137 345 21 25 23 109 20 21 21 20 23 internal_value=0 0.0105257 0.0132484 0.342619 0.0451813 0.00892234 0.0122169 0.0179153 0.227668 -0.261745 -0.370737 0.00875867 -0.153058 -0.0946563 -0.273721 -0.350755 -0.556989 internal_weight=0 9167 9102 118 97 8984 8932 8750 366 182 65 8384 157 42 70 49 52 internal_count=9189 9167 9102 118 97 8984 8932 8750 366 182 65 8384 157 42 70 49 52 is_linear=0 shrinkage=0.01 Tree=953 num_leaves=17 num_cat=2 split_feature=4 5 25 1 24 10 19 10 3 9 1 9 10 12 1 1 split_gain=232593 211000 158537 347042 198111 310037 197631 250095 136900 130636 118821 72582.3 59155.4 70987.6 27702.7 42059.4 threshold=1422.3575000000001 1341.6425000000002 0 1236.1260000000004 1 74.355000000000004 417.78000000000003 497.12500000000006 593.34250000000009 210.75000000000003 390.72000000000008 37.14500000000001 523.74000000000012 362.12500000000006 470.16250000000008 967.31750000000011 decision_type=2 2 9 2 1 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 9 7 -6 10 -1 12 -7 13 -4 -12 -16 right_child=-2 -3 8 -5 6 11 -8 -9 -10 -11 14 -13 -14 -15 15 -17 leaf_value=0.23674724038190254 1.03987662228671 -0.94618154650149133 -0.0065745652916021245 1.318327344811481 -0.013247693647675501 -0.95418507685661313 -0.92545899930207631 0.99971012001037596 0.69024035390682659 1.0200110420313748 -0.68825363781141191 -0.14595216035842895 -0.51247223004050879 0.47298469943384974 -0.07177693135208553 -0.64372837352752688 leaf_weight=663 22 23 7209 23 973 25 23 25 28 22 23 20 23 31 36 20 leaf_count=663 22 23 7209 23 973 25 23 25 28 22 23 20 23 31 36 20 internal_value=0 0.0104205 0.0128266 0.097404 0.081923 0.206257 -0.0089067 0.012127 -0.00765339 0.261903 -0.0103254 -0.59497 -0.00612975 -0.0045212 -0.396055 -0.276045 internal_weight=0 9167 9144 1774 1751 730 1021 998 7370 685 7342 45 7263 7240 79 56 internal_count=9189 9167 9144 1774 1751 730 1021 998 7370 685 7342 45 7263 7240 79 56 cat_boundaries=0 3 4 cat_threshold=8448 150994944 536870912 331 is_linear=0 shrinkage=0.01 Tree=954 num_leaves=15 num_cat=1 split_feature=4 5 25 1 1 1 2 3 1 2 10 12 2 26 split_gain=227965 206801 155382 340135 171127 169464 135648 134175 116456 103999 57978.2 69575 45321.5 77720.6 threshold=1422.3575000000001 1341.6425000000002 0 1236.1260000000004 817.62000000000012 378.05000000000007 438.71000000000009 593.34250000000009 390.72000000000008 2.9625000000000008 523.74000000000012 362.12500000000006 74.355000000000004 2022.5000000000002 decision_type=2 2 9 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 10 -7 11 -4 13 -10 right_child=-2 -3 7 -5 -6 9 -8 -9 12 -11 -12 -13 -14 -15 leaf_value=0.058557179254160409 1.029477750604803 -0.93671977478524915 -0.0065088197524739572 1.3051440512615702 -0.72413327180422271 1.0896027240046748 0.52798247098922735 0.68333797001412933 0.22029595916921441 0.15130021776471819 -0.50734750353771707 0.46825486290839408 -0.79014978363400423 -0.53413479944070186 leaf_weight=1613 22 23 7209 23 26 27 64 28 22 21 23 31 21 36 leaf_count=1613 22 23 7209 23 26 27 64 28 22 21 23 31 21 36 internal_value=0 0.0103163 0.0126984 0.09643 0.0811038 0.0932407 0.076472 -0.00757686 -0.0102221 0.679095 -0.00606845 -0.00447599 -0.392095 -0.247971 internal_weight=0 9167 9144 1774 1751 1725 1677 7370 7342 48 7263 7240 79 58 internal_count=9189 9167 9144 1774 1751 1725 1677 7370 7342 48 7263 7240 79 58 cat_boundaries=0 3 cat_threshold=8448 150994944 536870912 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=183987 325269 133114 108446 91820.2 84894 103064 82411 43598.1 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=-0.001271542697374163 -1.0828611633317038 1.0790311794621605 -0.77733989758925004 0.73700729751586924 0.64511393373662773 -0.77395193735758472 0.70009191785539904 -0.19592807400226595 -0.12157095861434936 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 0.00284703 -0.000406743 0.0014433 -0.000152459 -0.00169599 0.000337089 -0.660512 -0.455717 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=2 split_feature=25 4 24 5 1 11 1 5 2 2 2 8 0 0 26 11 26 split_gain=390688 276669 254259 201484 166620 119929 314332 103722 125071 84158.6 418598 299947 255073 131418 71765.4 50133.4 11122.4 threshold=0 1265.0725000000002 1 1318.45 43.440000000000005 360.14500000000004 49.650000000000006 136.47000000000003 66.112500000000011 157.58975000000007 174.37500000000003 123.63250000000001 831.91125000000011 630.86250000000007 2022.5000000000002 489.67750000000007 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 4 5 14 9 15 8 16 12 -11 -12 13 -2 -1 -7 -4 right_child=1 -3 7 -5 -6 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 leaf_value=-0.30174528422179042 0.0047562983385848667 1.0435102946941668 -0.05666400679520199 -0.96791135424659358 -1.5315779531569709 0.41244193939935592 1.4158981357921254 -0.67299107869466146 0.59156171904669874 1.5010342810370705 -0.029523733617021489 1.1388697218894959 -0.90207752043201084 0.81632499718666085 -0.8248277241575952 -0.19359233269324669 -0.20513649086539562 leaf_weight=54 8460 26 98 21 21 21 22 30 27 22 260 24 31 20 51 39 104 leaf_count=54 8460 26 98 21 21 21 22 30 27 22 260 24 31 20 51 39 104 internal_value=0 0.0134375 -0.30792 0.0104501 -0.665615 0.0127588 0.393426 -0.115631 -0.0476642 0.00921854 0.172155 0.0692137 0.0033604 0.00667038 -0.555814 0.0185197 -0.133105 internal_weight=0 8946 385 8920 126 8899 82 259 229 8817 306 284 8511 8480 105 60 202 internal_count=9331 8946 385 8920 126 8899 82 259 229 8817 306 284 8511 8480 105 60 202 cat_boundaries=0 2 3 cat_threshold=524416 2147483649 71 is_linear=0 shrinkage=0.01 Tree=957 num_leaves=20 num_cat=3 split_feature=25 4 24 3 1 12 4 2 1 2 1 1 4 24 26 26 12 6 26 split_gain=382913 271163 249199 200511 163304 150547 1.23351e+06 96722.7 291818 119599 91219.4 376208 85537.1 75761.8 70337.2 56983.5 24136.9 12383.5 418.37 threshold=0 1265.0725000000002 1 1341.6425000000002 43.440000000000005 308.62500000000006 14.655000000000003 437.62500000000006 63.870000000000005 569.59500000000014 802.66250000000002 487.50000000000006 252.82950000000002 2 2022.5000000000002 2022.5000000000002 503.46500000000009 96.030000000000015 2022.5000000000002 decision_type=9 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=2 3 4 5 14 7 16 10 9 -9 11 -2 13 15 -1 -4 -7 18 -15 right_child=1 -3 12 -5 -6 6 -8 8 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 -20 leaf_value=-0.29872783590246133 0.0031476576067679535 1.0330752079303449 0.35135188094356606 -0.96564845584687731 -1.5162621761503676 -0.5339169889688492 2.527706511815389 1.3127753465071967 -0.37207638803281284 0.40356816768646242 -0.50433093111855642 1.0729013849749709 -0.70102419184601827 -0.3218640580384628 -0.81657944062176868 -0.085020557036475528 -0.12450606478585137 -0.026572116851806639 -0.28007602758407596 leaf_weight=54 8650 26 57 21 21 24 21 23 38 39 35 33 23 46 51 63 36 20 50 leaf_count=54 8650 26 57 21 21 24 21 23 38 39 35 33 23 46 51 63 36 20 50 internal_value=0 0.0133031 -0.304841 0.0103456 -0.658959 0.0126487 0.441798 0.00870668 0.317941 0.740855 0.0051596 0.00721329 -0.114475 -0.062162 -0.550256 0.112852 -0.28827 -0.232865 -0.300099 internal_weight=0 8946 385 8920 126 8899 81 8818 100 62 8718 8683 259 236 105 120 60 116 96 internal_count=9331 8946 385 8920 126 8899 81 8818 100 62 8718 8683 259 236 105 120 60 116 96 cat_boundaries=0 2 3 4 cat_threshold=524416 2147483649 71 312 is_linear=0 shrinkage=0.01 Tree=958 num_leaves=17 num_cat=1 split_feature=25 1 3 5 3 1 0 0 0 2 3 0 0 3 26 3 split_gain=375293 178503 157117 497622 125872 827332 512432 282814 88881.9 72081.7 102679 131121 65743.6 44405.8 42922.4 34218.3 threshold=0 58.875000000000007 1164.6975000000002 1144.97 352.38000000000005 303.37500000000006 1205.5225000000003 744.3325000000001 381.31500000000005 85.544000000000025 85.544000000000025 86.390000000000029 43.440000000000005 802.66250000000002 2022.5000000000002 432.41388000000001 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 6 13 7 8 -2 10 11 14 -3 15 -1 -6 right_child=2 12 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 leaf_value=-0.13011864015298297 0.011715294135976493 -0.51859676947960487 -0.63711143886720811 1.4538841589291891 0.1249147316261574 2.1897344939410686 -1.4830239868164063 1.0736586166381836 -0.31136434471884439 0.24126859378814697 0.4201759839653969 -1.0815653900873092 -1.2444010535875958 0.35104916810989378 -0.38520210350884332 -0.32008270521958671 leaf_weight=129 8634 26 37 24 27 20 23 25 86 30 20 21 24 22 135 48 leaf_count=129 8634 26 37 24 27 20 23 25 86 30 20 21 24 22 135 48 internal_value=0 -0.301792 0.0131701 0.0158855 0.0120012 0.337833 0.00765333 0.0115739 0.00852896 -0.226444 -0.272449 -0.321054 -0.866983 -0.044002 -0.260559 -0.159884 internal_weight=0 385 8946 8909 8885 117 8768 8745 8720 335 305 285 50 97 264 75 internal_count=9331 385 8946 8909 8885 117 8768 8745 8720 335 305 285 50 97 264 75 cat_boundaries=0 2 cat_threshold=524416 2147483649 is_linear=0 shrinkage=0.01 Tree=959 num_leaves=16 num_cat=1 split_feature=25 4 5 1 11 1 9 2 2 2 3 0 0 11 26 split_gain=367825 265801 201208 174950 117100 304962 87401.8 78180.5 165794 70647.3 100636 128511 64435.3 49105.6 42068.3 threshold=0 1265.0725000000002 1318.45 58.875000000000007 360.14500000000004 49.650000000000006 690.66750000000013 1052.6300000000003 378.05000000000007 85.544000000000025 85.544000000000025 86.390000000000029 43.440000000000005 489.67750000000007 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 4 9 6 13 7 8 -2 10 11 14 -5 -6 -1 right_child=1 -3 -4 12 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 leaf_value=-0.12881745101407518 0.0078880994012626611 1.0226760126994205 -0.96757975714547306 -0.5134108095902663 0.40915491422017419 1.3956863286278465 -0.53916323579590897 -0.50763342923131483 0.42792784510160753 0.23885591379801432 0.41597424250841142 -1.0707497351510185 -1.2319570565223694 -0.19063521868143327 -0.38135007740833138 leaf_weight=129 8664 26 21 26 21 22 29 29 95 30 20 21 24 39 135 leaf_count=129 8664 26 21 26 21 22 29 29 95 30 20 21 24 39 135 internal_value=0 0.0130384 0.0101101 -0.298775 0.0124173 0.388568 0.00891897 0.0107276 0.0124438 -0.22418 -0.269724 -0.317844 -0.858313 0.0192913 -0.257953 internal_weight=0 8946 8920 385 8899 82 8817 8788 8759 335 305 285 50 60 264 internal_count=9331 8946 8920 385 8899 82 8817 8788 8759 335 305 285 50 60 264 cat_boundaries=0 2 cat_threshold=524416 2147483649 is_linear=0 shrinkage=0.01 Tree=960 num_leaves=12 num_cat=2 split_feature=4 25 24 26 20 5 9 8 18 4 26 split_gain=478790 278383 68152.4 87255.3 67895.2 192013 66293 143056 89289.1 96407.4 6578.64 threshold=1065.8000000000002 0 1 2022.5000000000002 317.55000000000007 1279.9550000000002 541.42000000000019 74.355000000000004 458.71125000000006 368.63682000000006 2022.5000000000002 decision_type=2 9 1 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 8 -8 9 -3 -4 right_child=-2 4 10 -5 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.26695345050794017 1.1123284180540787 0.0020245202931313596 -0.24509560181770795 -0.85130138923014909 0.45000218290271177 -0.98315245151519781 -0.8241488686005275 0.13704844370484354 0.55406371626360673 -0.29591022750735285 -0.11764540494960031 leaf_weight=47 38 8592 81 56 33 20 30 32 29 110 81 leaf_count=47 38 8592 81 56 33 20 30 32 29 110 81 internal_value=0 -0.0124949 -0.325824 -0.532918 -0.00273707 -0.00443544 -0.00220932 -0.328047 0.000104501 -0.0017416 -0.170826 internal_weight=0 9111 265 103 8846 8813 8793 62 8731 8702 162 internal_count=9149 9111 265 103 8846 8813 8793 62 8731 8702 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 10 12 1 1 0 25 26 26 split_gain=469262 272844 93638.2 351289 709214 268960 244859 125214 85093 135347 134096 66795.1 111487 50204.5 26426.3 24090.1 1694.09 threshold=1065.8000000000002 0 362.77500000000003 64.050000000000011 298.20000000000005 1205.5225000000003 806.46500000000003 47.808000000000007 1 85.544000000000025 308.62500000000006 577.68750000000011 441.67528000000004 63.870000000000005 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 9 -3 -10 12 -4 -13 16 -16 -1 right_child=-2 2 3 7 -6 -7 -8 -9 10 -11 -12 13 -14 -15 15 -17 -18 leaf_value=-0.1669781929343494 1.1012051786874471 -0.093920954150780459 0.44145363068580629 -1.1129895886920746 2.219415986061096 -1.1375773775009881 0.98373773880004878 -0.0074012293815612796 -0.002701561549384147 -0.833105224462656 0.46046511105128696 0.18445780614527263 -0.55163722955263583 0.79558159255981453 -0.34242657924773262 -0.62122824010394861 -0.236388587867086 leaf_weight=67 38 524 20 21 20 21 25 20 8019 26 63 41 26 20 61 63 74 leaf_count=67 38 524 20 21 20 21 25 20 8019 26 63 41 26 20 61 63 74 internal_value=0 -0.01237 -0.0027097 0.231122 0.490939 -0.00723963 -0.00449768 -0.573678 -0.0073598 -0.126563 0.000907746 0.167859 -0.119859 0.384826 -0.322566 -0.447951 -0.189936 internal_weight=0 9111 8846 168 127 8678 8657 41 8632 550 8082 107 46 61 265 124 141 internal_count=9149 9111 8846 168 127 8678 8657 41 8632 550 8082 107 46 61 265 124 141 cat_boundaries=0 2 5 7 cat_threshold=8320 2164523008 34078720 71303296 2097152 128 2147745792 is_linear=0 shrinkage=0.01 Tree=962 num_leaves=14 num_cat=2 split_feature=5 25 2 2 2 24 26 3 3 3 3 2 26 split_gain=447972 274232 178289 73779 217110 69881.9 86595.7 69674.8 277442 106725 68336.4 57736.4 6782.26 threshold=1435.0600000000002 0 1374.9750000000004 569.59500000000014 485.55000000000001 1 2022.5000000000002 721.76691000000005 589.71000000000015 967.31750000000011 66.112500000000011 844.84875000000011 2022.5000000000002 decision_type=2 9 2 2 2 1 2 2 2 2 2 2 2 left_child=1 5 3 4 7 6 -1 8 -3 -9 11 -5 -7 right_child=-2 2 -4 10 -6 12 -8 9 -10 -11 -12 -13 -14 leaf_value=-0.26175555656564997 1.4873123292922974 -0.0038599704185637287 0.91905428432282943 -0.24372684185321514 0.99134967890652748 -0.24015177073302091 -0.84155582792403405 -0.8765818095207214 1.1752957000732422 0.042754521093198231 0.079312423070271809 -0.9583912658691407 -0.11074419199868485 leaf_weight=47 20 8676 21 26 22 81 57 23 20 28 27 20 81 leaf_count=47 20 8676 21 26 22 81 57 23 20 28 27 20 81 internal_value=0 -0.0109426 -0.00126236 -0.00344956 -0.000813976 -0.321354 -0.528695 -0.00330941 -0.00114802 -0.371848 -0.320045 -0.554451 -0.165248 internal_weight=0 9129 8863 8842 8769 266 104 8747 8696 51 73 46 162 internal_count=9149 9129 8863 8842 8769 266 104 8747 8696 51 73 46 162 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=458072 262127 91313.5 344802 283104 213702 122470 105791 81130.5 406559 255390 204058 129520 98369.6 81062.2 75271.2 65786.3 83319.1 37356.4 6456.93 threshold=1065.8000000000002 0 362.77500000000003 64.050000000000011 157.58975000000007 449.26500000000004 47.808000000000007 577.68750000000011 77.02500000000002 68.280000000000015 42.190000000000005 1 50.730000000000011 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=-0.25913800781077528 1.0880579512370259 0.036162332249621801 1.115969101190567 -1.1024858860742479 1.2664855140798232 -0.61204446585282035 -0.0090764570236206051 0.20743235244750977 -0.76622082191509211 1.4229562792778014 0.04073560847176446 -0.091498338965331619 1.0743845246054911 0.69596138620376591 -0.089801047065041287 -0.027528442045453089 -0.23775025570834124 -0.83015345027404164 0.3691471549272537 -0.11148450788892346 leaf_weight=47 38 2781 20 21 34 23 20 50 91 20 27 147 22 20 22 5528 81 56 20 81 leaf_count=47 38 2781 20 21 34 23 20 50 91 20 27 147 22 20 22 5528 81 56 20 81 internal_value=0 -0.0121604 -0.00269163 0.228219 0.485626 0.20015 -0.569115 -0.050759 -0.00716499 -0.00109535 -0.161194 -0.277747 0.504823 -0.00451485 -0.582941 -0.00620092 -0.316204 -0.519187 -0.0342786 -0.164465 internal_weight=0 9111 8846 168 127 93 41 73 8678 8349 329 280 49 8329 113 8309 265 103 167 162 internal_count=9149 9111 8846 168 127 93 41 73 8678 8349 329 280 49 8329 113 8309 265 103 167 162 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=12 num_cat=0 split_feature=4 0 0 0 3 3 8 3 7 26 2 split_gain=448956 82971 282556 83580.2 74442.8 243460 89778.7 72534.9 78363.6 50270.6 48355.7 threshold=1065.8000000000002 806.46500000000003 1587.2775000000001 1062.9250000000002 721.76691000000005 589.71000000000015 1058.7500000000002 368.63682000000006 548.95500000000004 2022.5000000000002 73.320000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 7 8 -1 -6 -9 right_child=-2 2 -4 -5 9 -7 -8 10 -10 -11 -12 leaf_value=-0.012849869445955101 1.077177351148505 0.3736426409085592 -0.59614324829795151 1.2269659787958318 -0.66239352653766503 1.0898497104644775 -0.61311852111816412 -0.48037122896734491 0.35281406810728172 -0.099386522054672244 0.095237853050231927 leaf_weight=8801 38 24 22 22 29 20 25 54 59 35 20 leaf_count=8801 38 24 22 22 29 20 25 54 59 35 20 internal_value=0 -0.0120387 0.335964 0.781754 -0.0146555 -0.0122332 -0.0146935 -0.0130189 -0.0104149 -0.354499 -0.324801 internal_weight=0 9111 68 46 9043 8979 8959 8934 8860 64 74 internal_count=9149 9111 68 46 9043 8979 8959 8934 8860 64 74 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=202976 381563 249938 164412 187311 139401 951809 130859 230993 73372.5 34222 threshold=548.95500000000004 874.60000000000014 1422.3575000000001 1202.4650000000004 1374.9750000000004 308.62500000000006 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=0.0019876407115259087 1.6679872603643509 -0.10195665129299823 -1.0385928178870159 -0.66009407198106917 0.89013228098551433 -0.32806652718401969 2.2592464728582473 -0.88891025733947759 1.0054326181826385 -0.13708556343007972 0.16581919813156126 leaf_weight=8933 21 29 23 37 24 47 21 25 23 27 20 leaf_count=8933 21 29 23 37 24 47 21 25 23 27 20 internal_value=0 0.64142 0.00254357 0.00515863 0.00785758 0.00552967 0.401607 0.00166036 0.0045646 -0.49854 -0.180638 internal_weight=0 50 9180 9157 9120 9096 88 9008 8956 52 67 internal_count=9230 50 9180 9157 9120 9096 88 9008 8956 52 67 is_linear=0 shrinkage=0.01 Tree=966 num_leaves=10 num_cat=0 split_feature=13 13 4 1 0 10 12 4 17 split_gain=198937 373970 244964 156440 318577 120514 147359 891005 100024 threshold=548.95500000000004 874.60000000000014 1422.3575000000001 1422.3575000000001 1374.9750000000004 788.58750000000009 308.62500000000006 14.655000000000003 41.639500000000005 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=0.0066689925389361209 1.65130738394601 -0.10093708021887418 -1.028206903208857 -0.87834671068191528 1.1576565202077229 -0.5734312009811402 -0.1772706852420684 2.2060007667541504 -0.25993396781593353 leaf_weight=8851 21 29 23 20 24 36 62 21 143 leaf_count=8851 21 29 23 20 24 36 62 21 143 internal_value=0 0.635006 0.00251813 0.00510705 0.00704084 0.00401058 0.00630075 0.425726 0.00243014 internal_weight=0 50 9180 9157 9137 9113 9077 83 8994 internal_count=9230 50 9180 9157 9137 9113 9077 83 8994 is_linear=0 shrinkage=0.01 Tree=967 num_leaves=10 num_cat=1 split_feature=5 4 1 1 25 26 11 1 2 split_gain=234772 206933 154560 320765 110942 435067 102083 578450 83504.3 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 273.11034000000006 130.95600000000005 1164.4950000000001 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=-0.2593911817483604 1.0376797216588802 -0.96526807264848191 -0.79570739110310873 1.272878011226654 -0.0014919522552316598 0.92589562988281249 -0.010849646014987297 1.8433237738609314 -0.55846325415152087 leaf_weight=64 22 22 24 20 8865 60 106 20 27 leaf_count=64 22 22 24 20 8865 60 106 20 27 internal_value=0 0.00341976 0.00573972 0.00783912 0.00507159 0.290692 0.000820973 0.283464 -0.00318316 internal_weight=0 9208 9186 9162 9142 124 9018 126 8892 internal_count=9230 9208 9186 9162 9142 124 9018 126 8892 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=230100 202815 151484 314382 108734 426409 97796.5 101450 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 1164.4950000000001 362.12500000000006 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=-0.2567972675897181 1.0273029492118142 -0.95561540430242364 -0.78775029818216968 1.2601492298841477 -0.00051935803088609201 0.91663662083943698 -0.57896627590574068 0.3549888022740682 leaf_weight=64 22 22 24 20 8908 60 29 81 leaf_count=64 22 22 24 20 8908 60 29 81 internal_value=0 0.00338556 0.00568232 0.00776073 0.00502087 0.287785 0.000812764 0.00268413 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=225521 198779 148470 308125 106570 417924 99663.1 566435 157756 threshold=1435.0600000000002 1422.3575000000001 1341.6425000000002 1058.7500000000002 0 2022.5000000000002 273.11034000000006 130.95600000000005 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=-0.2542292900569737 1.01702993479642 -0.94605923739346598 -0.77987278302510576 1.247547734990716 -0.00058102241068538516 0.90747025489807132 -0.011163426660141855 1.8236514563560484 -0.69327812021428881 leaf_weight=64 22 22 24 20 8859 60 106 20 33 leaf_count=64 22 22 24 20 8859 60 106 20 33 internal_value=0 0.0033517 0.0056255 0.00768312 0.00497066 0.284907 0.000804636 0.280077 -0.00315176 internal_weight=0 9208 9186 9162 9142 124 9018 126 8892 internal_count=9230 9208 9186 9162 9142 124 9018 126 8892 cat_boundaries=0 1 cat_threshold=8320 is_linear=0 shrinkage=0.01 Tree=970 num_leaves=14 num_cat=3 split_feature=2 5 1 0 24 0 0 12 25 19 18 25 18 split_gain=343283 454149 288571 120878 342918 462815 131847 102589 126887 87291.8 139250 96495.6 1798.09 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 228.76800000000003 308.62500000000006 1 492.13750000000005 366.58182000000005 2 677.77500000000009 decision_type=2 2 2 2 1 2 2 2 9 2 2 9 2 left_child=1 2 3 9 5 6 -5 8 -6 10 11 -1 -12 right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11 12 -13 -14 leaf_value=-0.16678667250459633 -0.99554842567443846 1.5019505934715272 1.0663361274719239 -0.34408775306664979 -0.65081410698268727 1.6780565073490143 0.32482570451848647 0.33360672777349304 -0.20823721426504629 0.64314417430332727 -0.51913908572424028 0.007065230697195112 -0.65162612867355352 leaf_weight=322 35 20 25 52 105 20 68 22 233 21 21 8312 20 leaf_count=322 35 20 25 52 105 20 68 22 233 21 21 8312 20 internal_value=0 -0.00331745 -0.00658232 -0.00949912 -0.160698 0.251711 0.0349632 -0.319205 -0.37114 -0.000805513 -0.00236435 0.000396534 -0.583767 internal_weight=0 9241 9221 9196 500 140 120 360 338 8696 8675 8634 41 internal_count=9276 9241 9221 9196 500 140 120 360 338 8696 8675 8634 41 cat_boundaries=0 1 2 4 cat_threshold=1031 256 524288 67108864 is_linear=0 shrinkage=0.01 Tree=971 num_leaves=15 num_cat=1 split_feature=2 1 13 7 1 1 13 18 11 25 2 1 10 26 split_gain=336444 281114 152940 616322 353174 179846 170337 143390 91648.9 80535.4 79020.4 72501.9 52865.4 13604.6 threshold=1164.4950000000001 1272.8850000000002 109.09500000000001 323.80000000000007 67.485000000000014 422.52500000000009 153.93750000000003 548.95500000000004 929.87500000000011 0 67.485000000000014 723.37500000000011 10.751250000000001 2022.5000000000002 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 left_child=1 2 5 4 6 7 -4 8 9 -1 11 13 -8 -7 right_child=-2 -3 3 -5 -6 10 12 -9 -10 -11 -12 -13 -14 -15 leaf_value=0.14747479339908151 -0.98559294101170125 1.0556727779388428 0.67762384949494958 1.8472119441899386 1.1706649795532227 -0.30958172661917555 -0.14370426061252753 -0.76339387960433958 -0.68116717159748075 -0.0094664362230596696 -0.83764458379437845 0.1573611596534992 -0.62462620798746749 -0.62725038730181182 leaf_weight=330 35 25 23 22 25 28 96 25 20 8531 31 29 30 26 leaf_count=330 35 25 23 22 25 28 96 25 20 8531 31 29 30 26 internal_value=0 -0.0032953 -0.00616793 0.270185 0.0707907 -0.0121729 -0.113752 -0.007121 -0.00499209 -0.00346591 -0.406845 -0.245944 -0.258209 -0.462533 internal_weight=0 9241 9216 196 174 9020 149 8906 8881 8861 114 83 126 54 internal_count=9276 9241 9216 196 174 9020 149 8906 8881 8861 114 83 126 54 cat_boundaries=0 2 cat_threshold=8320 2147549313 is_linear=0 shrinkage=0.01 Tree=972 num_leaves=16 num_cat=1 split_feature=2 5 1 0 24 0 4 0 0 3 10 9 1 4 4 split_gain=329750 444580 277221 118730 336468 452643 141530 129350 101617 151374 83046.5 107770 64754.7 31766.5 15194.1 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 473.87250000000012 228.76800000000003 1205.5225000000003 456.25000000000006 466.8300000000001 64.050000000000011 652.50000000000011 1065.8000000000002 736.8325000000001 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 7 10 -5 9 -6 12 -12 -1 14 -8 right_child=-2 -3 -4 4 8 -7 13 -9 -10 -11 11 -13 -14 -15 -16 leaf_value=-0.0010575695777537036 -0.97573701804024837 1.4860644856691361 1.0451160377502442 -0.3404551161711033 -0.22874494219725985 1.6599254689216614 -0.43875833777820361 0.32209332101485311 -1.0177114114761352 -1.0864541643316097 0.75176991227901346 -0.15180203459479594 0.48063242414167956 -0.77664650249481204 -0.091398252248764036 leaf_weight=8539 35 20 25 52 318 20 34 68 20 22 33 22 28 20 20 leaf_count=8539 35 20 25 52 318 20 34 68 20 22 33 22 28 20 20 internal_value=0 -0.00326085 -0.00649114 -0.00935001 -0.1592 0.249315 -0.000733992 0.034989 -0.316208 -0.284244 0.00300347 0.390341 0.000516764 -0.436198 -0.310106 internal_weight=0 9241 9221 9196 500 140 8696 120 360 340 8622 55 8567 74 54 internal_count=9276 9241 9221 9196 500 140 8696 120 360 340 8622 55 8567 74 54 cat_boundaries=0 1 cat_threshold=1031 is_linear=0 shrinkage=0.01 Tree=973 num_leaves=12 num_cat=1 split_feature=2 5 0 3 0 2 25 0 7 3 2 split_gain=323188 435733 175676 128255 109905 88910.5 92317.5 149384 120198 53851.1 38365.4 threshold=1164.4950000000001 1318.45 1374.9750000000004 456.25000000000006 258.76500000000004 817.62000000000012 0 86.390000000000029 426.65000000000009 619.41500000000008 43.440000000000005 decision_type=2 2 2 2 2 2 9 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=-0.11819327234499383 -0.96597966330392027 1.4712038185596468 0.90716476712908067 -0.52552694966395697 -0.9254369598388672 0.60357612331708277 0.0023257586074188897 -0.93372392874497634 -0.39970782215595246 0.1622321319012415 -0.36990800034999849 leaf_weight=165 35 20 21 30 25 24 8793 26 75 42 20 leaf_count=165 35 20 21 30 25 24 8793 26 75 42 20 internal_value=0 -0.00322824 -0.00642623 -0.0085116 -0.337488 -0.00427398 -0.00588436 -0.217805 -0.00107318 -0.17772 -0.00942598 internal_weight=0 9241 9221 9200 117 9083 9059 191 8868 92 62 internal_count=9276 9241 9221 9200 117 9083 9059 191 8868 92 62 cat_boundaries=0 1 cat_threshold=524288 is_linear=0 shrinkage=0.01 Tree=974 num_leaves=16 num_cat=1 split_feature=2 5 1 0 24 0 4 0 0 3 10 18 10 4 4 split_gain=316756 427062 272206 115535 329342 442996 138512 127034 101520 145712 81553 100785 47885.1 31145.9 14877.2 threshold=1164.4950000000001 1318.45 1272.8850000000002 98.25500000000001 0 658.43000000000006 473.87250000000012 228.76800000000003 1205.5225000000003 456.25000000000006 466.8300000000001 366.58182000000005 636.15000000000009 1065.8000000000002 736.8325000000001 decision_type=2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 7 10 -5 9 -6 11 -1 -12 14 -8 right_child=-2 -3 -4 4 8 -7 13 -9 -10 -11 12 -13 -14 -15 -16 leaf_value=0.0028270037566559643 -0.95631984056745256 1.4564917733967304 1.035689144897461 -0.33694994706373949 -0.2258601922209158 1.6426459922790528 -0.43394098425612732 0.31964088650310746 -1.0134275541305542 -1.0673749628933993 0.77717622518539431 -0.5133167033446463 0.16379184545789446 -0.76859825468063347 -0.090222733378410344 leaf_weight=8529 35 20 25 52 318 20 34 68 20 22 20 38 35 20 20 leaf_count=8529 35 20 25 52 318 20 34 68 20 22 20 38 35 20 20 internal_value=0 -0.00319596 -0.00636197 -0.00919486 -0.157014 0.247114 -0.000695572 0.0351182 -0.312363 -0.280311 0.00300182 0.000537584 0.386841 -0.431492 -0.306638 internal_weight=0 9241 9221 9196 500 140 8696 120 360 340 8622 8567 55 74 54 internal_count=9276 9241 9221 9196 500 140 8696 120 360 340 8622 8567 55 74 54 cat_boundaries=0 1 cat_threshold=1031 is_linear=0 shrinkage=0.01 Tree=975 num_leaves=12 num_cat=1 split_feature=4 9 1 1 4 2 2 1 18 25 1 split_gain=169050 171788 223666 179166 304090 249070 231633 143176 107725 102814 51357.8 threshold=1530.8125000000002 1064.4750000000001 947.25000000000011 438.04750000000007 66.112500000000011 130.95600000000005 904.12500000000011 1272.8850000000002 458.71125000000006 0 593.34250000000009 decision_type=2 2 2 2 2 2 2 2 2 9 2 left_child=1 2 3 6 5 10 8 -4 9 -1 -5 right_child=-2 -3 7 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=0.20284048936645355 0.92236617469787607 0.82983026084899902 -1.3249728295207024 -0.47231123980353856 1.4339284789043925 1.0480409458705358 -0.8935434246063233 -0.22515890351657208 0.56343206703662874 -0.0060871562539186906 0.1566666943686349 leaf_weight=232 20 25 20 34 23 21 29 29 34 8811 21 leaf_count=232 20 25 20 34 23 21 29 29 34 8811 21 internal_value=0 0.00200171 -0.000234699 0.00335222 0.426471 0.121583 -0.00124791 -0.674063 0.00160287 -0.0005095 -0.232156 internal_weight=0 9279 9254 9205 99 76 9106 49 9077 9043 55 internal_count=9299 9279 9254 9205 99 76 9106 49 9077 9043 55 cat_boundaries=0 2 cat_threshold=16785408 16777217 is_linear=0 shrinkage=0.01 Tree=976 num_leaves=13 num_cat=2 split_feature=4 5 9 2 25 24 26 1 1 26 1 1 split_gain=165685 214123 195712 182846 123190 381027 245044 125080 202330 23823.1 4956.99 608.211 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 0 1 2022.5000000000002 802.66250000000002 484.01500000000004 2022.5000000000002 1272.8850000000002 63.870000000000005 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -9 -5 right_child=-2 -3 -4 11 7 9 -8 10 -10 -11 -12 -13 leaf_value=0.20908547108290626 0.91314253234863285 -0.98339943923733464 0.92563254273456086 -0.61179690924557772 -0.0019553225068633263 -0.050524927074870753 1.112988366818024 -0.59603466975369623 0.62365019944997935 -0.33247975021600723 -0.38990728616714476 -0.68703542618524471 leaf_weight=61 20 22 23 22 8851 62 59 28 52 58 20 21 leaf_count=61 20 22 23 22 8851 62 59 28 52 58 20 21 internal_value=0 0.00198381 0.00432565 0.00203087 0.00507456 0.224017 0.603235 -0.00104496 0.00169867 -0.172434 -0.510148 -0.648541 internal_weight=0 9279 9257 9234 9191 240 120 8951 8903 120 48 43 internal_count=9299 9279 9257 9234 9191 240 120 8951 8903 120 48 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=162388 209862 191817 179208 150002 113679 140265 127.836 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 1219.7885000000003 456.25000000000006 458.71125000000006 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=0.0020379578875881726 0.90401111602783202 -0.97356541930274532 0.9163761794048807 -0.65890166326002642 0.71098035240173352 -0.75038558292388913 0.66526353839784858 -0.62440798305329825 leaf_weight=9109 20 22 23 22 30 20 32 21 leaf_count=9109 20 22 23 22 30 20 32 21 internal_value=0 0.00196397 0.0042824 0.00201056 0.00502382 0.00271198 0.00435972 -0.642056 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=159156 205686 188000 175642 147017 220820 128290 597.004 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 1219.7885000000003 947.25000000000011 0 63.870000000000005 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=-0.20866540688870139 0.89497097396850589 -0.96382982232353909 0.90721241805864428 -0.59923103115775367 0.70387060101826993 -0.80171519165529936 0.012213010793042283 -0.67377319199698305 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 0.00194433 0.00423957 0.00199045 0.00497358 0.00268486 0.00568142 -0.635635 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=13 num_cat=2 split_feature=4 5 9 2 25 24 26 1 1 26 1 1 split_gain=155990 201592 184260 172145 120537 373481 240113 120640 198279 23325.5 4769.65 585.124 threshold=1530.8125000000002 1374.9750000000004 1064.4750000000001 904.12500000000011 0 1 2022.5000000000002 802.66250000000002 484.01500000000004 2022.5000000000002 1272.8850000000002 63.870000000000005 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 8 -6 -7 -9 -5 right_child=-2 -3 -4 11 7 9 -8 10 -10 -11 -12 -13 leaf_value=0.2067559259445941 0.88602125549316413 -0.95419149257920011 0.89814035933950676 -0.5932387243617665 -0.0020541855033961425 -0.050388088346489016 1.1015171324600608 -0.58536630072763995 0.61725657389714161 -0.32938323822514759 -0.38317149305343629 -0.66703545661199659 leaf_weight=61 20 22 23 22 8851 62 59 28 52 58 20 21 leaf_count=61 20 22 23 22 8851 62 59 28 52 58 20 21 internal_value=0 0.00192277 0.00419506 0.00196842 0.00492171 0.221493 0.596936 -0.00113134 0.00156304 -0.170987 -0.501118 -0.629279 internal_weight=0 9279 9257 9234 9191 240 120 8951 8903 120 48 43 internal_count=9299 9279 9257 9234 9191 240 120 8951 8903 120 48 43 cat_boundaries=0 2 3 cat_threshold=16785408 16777217 1141 is_linear=0 shrinkage=0.01 Tree=980 num_leaves=15 num_cat=5 split_feature=25 6 5 25 24 1 25 1 1 2 1 26 2 24 split_gain=286626 142670 163874 81484.6 238263 242010 199451 118269 94959.4 105648 99202.9 49510.1 26954.6 16566.7 threshold=0 1253.9725000000001 1279.9550000000002 1 2 43.440000000000005 3 84.744000000000014 1236.1260000000004 715.87500000000011 736.8325000000001 2022.5000000000002 1202.4650000000004 4 decision_type=9 2 2 9 1 2 9 2 2 2 2 2 2 1 left_child=11 2 3 4 5 6 -2 13 9 10 -5 -1 -11 -6 right_child=1 -3 -4 8 7 -7 -8 -9 -10 12 -12 -13 -14 -15 leaf_value=-0.34033836151424207 0.5168522654129909 0.8001148258556019 -0.86817473866722805 -0.0088676311131161509 0.06208616563654322 1.3929646682739258 -0.04848106191674275 -0.66865758508443829 0.58047962330005787 -0.65025605663176511 -0.63973290238380431 -0.76703690914007339 -0.18624548321678525 -0.09919575397358385 leaf_weight=57 120 22 22 8411 117 20 124 32 27 31 25 52 21 119 leaf_count=57 120 22 22 8411 117 20 124 32 27 31 25 52 21 119 internal_value=0 -0.00420032 -0.0061561 -0.00405989 0.114844 0.323188 0.248747 -0.0946344 -0.01161 -0.0135071 -0.0107372 -0.498195 -0.462867 -0.0208106 internal_weight=0 9091 9069 9047 532 264 244 268 8515 8488 8436 109 52 236 internal_count=9200 9091 9069 9047 532 264 244 268 8515 8488 8436 109 52 236 cat_boundaries=0 2 4 5 7 8 cat_threshold=8192 65536 524416 84148224 3858 524288 16777216 44 is_linear=0 shrinkage=0.01 Tree=981 num_leaves=11 num_cat=1 split_feature=25 7 1 5 7 7 0 7 4 26 split_gain=280928 116003 421797 159963 110299 99674.4 90358.5 106220 123362 48524.9 threshold=0 548.95500000000004 31.849500000000003 1279.9550000000002 426.65000000000009 729.18750000000011 1144.97 336.94125000000003 967.31750000000011 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 2 left_child=9 3 5 4 6 -3 7 8 -2 -1 right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 leaf_value=-0.33693498264279287 -0.0011566044189876383 0.42294662857055665 1.4497627830505371 -0.90079191267490388 -0.55033935539223056 -0.4769724351167679 -0.54217523759411235 0.61360146122319359 -0.65443885671681368 -0.75936653879972615 leaf_weight=57 8869 20 25 20 37 32 31 28 29 52 leaf_count=57 8869 20 25 20 37 32 31 28 29 52 internal_value=0 -0.00415358 0.382336 -0.00745969 -0.00547318 -0.13085 -0.00322242 -0.00135064 -0.00328576 -0.493213 internal_weight=0 9091 77 9014 8994 52 8957 8926 8898 109 internal_count=9200 9091 77 9014 8994 52 8957 8926 8898 109 cat_boundaries=0 2 cat_threshold=8192 65536 is_linear=0 shrinkage=0.01 Tree=982 num_leaves=14 num_cat=5 split_feature=25 6 5 25 24 3 24 0 2 2 1 1 24 split_gain=275337 138820 157628 80033.2 233541 237129 174176 129371 1.07401e+06 132402 115953 83118.3 16262.4 threshold=0 1253.9725000000001 1279.9550000000002 1 2 66.112500000000011 3 831.91125000000011 68.280000000000015 947.25000000000011 84.744000000000014 487.50000000000006 4 decision_type=9 2 2 9 1 2 1 2 2 2 2 2 1 left_child=-1 2 3 4 5 6 -2 9 -9 11 12 -5 -6 right_child=1 -3 -4 7 10 -7 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.4882809211827126 0.47759550573275639 0.78927682529796261 -0.85147205201062293 -0.0090875998610717001 0.061674368484752391 1.2201877442112676 -0.057624793522001248 -1.715322640736898 1.276349884033203 -0.6222676140921457 -0.66191058069467545 0.30705510761056626 -0.098112793075021854 leaf_weight=109 120 22 22 8346 117 27 117 30 20 35 32 84 119 leaf_count=109 120 22 22 8346 117 27 117 30 20 35 32 84 119 internal_value=0 -0.00411205 -0.00604122 -0.00398535 0.113854 0.320125 0.231093 -0.011468 -0.518654 -0.00848575 -0.0935433 -0.00593742 -0.0204403 internal_weight=0 9091 9069 9047 532 264 237 8515 50 8465 268 8430 236 internal_count=9200 9091 9069 9047 532 264 237 8515 50 8465 268 8430 236 cat_boundaries=0 2 4 5 6 7 cat_threshold=8192 65536 524416 84148224 3858 1538 44 is_linear=0 shrinkage=0.01 Tree=983 num_leaves=15 num_cat=5 split_feature=25 6 5 25 24 1 25 0 2 2 1 1 26 24 split_gain=270325 136056 154493 78530.1 229079 234631 195309 126797 1.05264e+06 129768 113640 81464.2 47559.2 15963.9 threshold=0 1253.9725000000001 1279.9550000000002 1 2 43.440000000000005 3 831.91125000000011 68.280000000000015 947.25000000000011 84.744000000000014 487.50000000000006 2022.5000000000002 4 decision_type=9 2 2 9 1 2 9 2 2 2 2 2 2 1 left_child=12 2 3 4 5 6 -2 9 -9 11 13 -5 -1 -6 right_child=1 -3 -4 7 10 -7 -8 8 -10 -11 -12 -13 -14 -15 leaf_value=-0.32868282004406579 0.5090742279016055 0.78138404672796069 -0.84295733776959514 -0.0089967245505264588 0.061106189658322672 1.3703754158020018 -0.050060930212042221 -1.6981693884531657 1.2635863456726073 -0.61604495538984028 -0.65529147148132327 0.30398456178960348 -0.74689005274039044 -0.097207718355249079 leaf_weight=57 120 22 22 8346 117 20 124 30 20 35 32 84 52 119 leaf_count=57 120 22 22 8346 117 20 124 30 20 35 32 84 52 119 internal_value=0 -0.00406671 -0.00597658 -0.00394125 0.112787 0.317077 0.243736 -0.0113533 -0.513467 -0.00840089 -0.092621 -0.00587805 -0.483808 -0.0202513 internal_weight=0 9091 9069 9047 532 264 244 8515 50 8465 268 8430 109 236 internal_count=9200 9091 9069 9047 532 264 244 8515 50 8465 268 8430 109 236 cat_boundaries=0 2 4 5 7 8 cat_threshold=8192 65536 524416 84148224 3858 524288 16777216 44 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=264951 111803 407625 119705 114058 132527 102335 118325 97913.7 46612.8 31547.6 threshold=0 548.95500000000004 31.849500000000003 426.65000000000009 336.94125000000003 456.25000000000006 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=-0.32539599531575258 0.14897537753519763 0.41979914808273316 1.4247480827331545 -0.56734409267180841 0.61067128602663678 -0.82007342863082888 -0.46677857275932061 -0.010600708827682539 -0.47213641650974753 -0.73942115389383756 -0.057234761626632123 leaf_weight=57 482 20 25 38 30 20 62 8355 32 52 27 leaf_count=57 482 20 25 38 30 20 62 8355 32 52 27 internal_value=0 -0.0040214 0.375407 -0.00726704 -0.00489594 -0.00696022 -0.00513832 -0.0017403 -0.129084 -0.47897 -0.342535 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 84148224 is_linear=0 shrinkage=0.01 Tree=985 num_leaves=17 num_cat=1 split_feature=4 0 0 3 25 0 0 3 3 0 12 1 3 4 0 3 split_gain=267508 194954 174995 138374 102357 211457 297253 162101 89071 83220 68214.8 45127.5 14998.4 12375.8 1458.97 749.176 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 210.75000000000003 259.87500000000006 346.12500000000006 866.75000000000011 385.88250000000005 366.58182000000005 96.71250000000002 1164.6975000000002 21.101500000000005 470.16250000000008 575.22000000000014 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 15 -11 -5 right_child=-2 -3 11 8 9 6 -8 -9 12 14 -12 -13 -14 -15 -16 -17 leaf_value=0.035781277971232636 1.1653786392211916 -0.97862914180755611 0.84503671391805013 -0.42305951568213374 -0.0095069046672400775 1.576766555786133 0.25326102967773162 0.93970704746246347 0.1853225985440341 -0.38937112626575288 0.54828906882892958 0.23179704093933104 -0.16944541701903709 -0.74093555986881254 -0.50590090296485213 -0.50762441349029541 leaf_weight=2465 20 20 30 22 6380 20 112 20 22 21 22 20 26 26 22 20 leaf_count=2465 20 20 30 22 6380 20 112 20 22 21 22 20 26 26 22 20 internal_value=0 0.00760803 0.00974552 0.00653134 0.0109244 0.0635309 0.453792 0.0430563 -0.33666 -0.0105187 -0.00759008 0.599741 -0.00684341 -0.569472 -0.448991 -0.463329 internal_weight=0 9248 9228 9178 9062 2617 132 2485 116 6445 6402 50 48 68 43 42 internal_count=9268 9248 9228 9178 9062 2617 132 2485 116 6445 6402 50 48 68 43 42 cat_boundaries=0 3 cat_threshold=50864384 35913763 536936448 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 26 12 2 3 1 split_gain=192043 196789 192982 146802 476569 114840 94734.1 195240 404047 284870 75390.7 72202.6 72172.3 32559 41088.1 179.478 threshold=1587.2775000000001 806.46500000000003 492.37500000000006 485.55000000000001 709.65000000000009 593.34250000000009 0 1 210.75000000000003 947.25000000000011 390.72000000000008 2022.5000000000002 360.14500000000004 90.300000000000026 890.22500000000014 497.97750000000002 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 12 -3 -8 14 -7 -12 right_child=-2 11 5 4 -6 13 10 9 -10 -11 15 -13 -14 -15 -16 -17 leaf_value=0.131796787002773 -0.96884287548065195 0.16409660884312222 -1.0599970312107525 1.758261570930481 -0.18712222632239847 0.23693474360487676 -0.0095523475868927211 -0.013352771202229302 1.0664418642374935 1.1868696451187135 -0.44970175290107728 0.91871897101402289 0.59211511325836186 -0.49116538553526912 -0.34056633110557288 -0.40874166281326957 leaf_weight=825 20 21 22 20 34 22 6319 1760 49 20 20 32 20 33 28 23 leaf_count=825 20 21 22 20 34 22 6319 1760 49 20 20 32 20 33 28 23 internal_value=0 0.0121223 0.0086201 0.0135438 0.53339 -0.417635 0.0104372 0.0605197 0.182113 0.000132132 -0.0104684 0.619718 -0.00765404 -0.24737 -0.0864659 -0.427793 internal_weight=0 9248 9195 9090 54 105 9036 2654 874 1780 6382 53 6339 83 50 43 internal_count=9268 9248 9195 9090 54 105 9036 2654 874 1780 6382 53 6339 83 50 43 cat_boundaries=0 3 4 cat_threshold=50864512 35913763 536936448 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 0 12 2 1 3 3 0 split_gain=262200 187263 167892 132799 98260.7 214089 404052 289352 87375.4 81647.5 65764.3 50049 44376.2 27909 14610.3 1437.45 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 1 210.75000000000003 967.31750000000011 866.75000000000011 385.88250000000005 366.58182000000005 67.485000000000014 96.71250000000002 589.71000000000015 1164.6975000000002 470.16250000000008 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 11 10 -6 13 -4 -5 -10 -11 right_child=-2 -3 12 8 9 7 -8 -9 14 15 -12 -13 -14 -15 -16 -17 leaf_value=0.13984187483040658 1.1536582984924317 -0.9591544437408448 0.83066919326782229 -0.59941263750195506 -0.0093085732097682016 -0.015502843371469255 1.0838603082299232 1.1942393074035644 0.18649823622270062 -0.38545879772731234 0.53837692585858432 -0.93989064050757365 0.22255577278137206 -0.10022539303416299 -0.16365024282382085 -0.50112568768587973 leaf_weight=818 20 20 30 24 6380 1731 48 20 22 21 22 23 20 21 26 22 leaf_count=818 20 20 30 24 6380 1731 48 20 22 21 22 23 20 21 26 22 internal_value=0 0.00743183 0.00952673 0.00637845 0.0106821 0.0622251 0.189973 -0.00167555 -0.329828 -0.0103275 -0.00742649 -0.560414 0.587424 -0.366459 -0.00316552 -0.444637 internal_weight=0 9248 9228 9178 9062 2617 866 1751 116 6445 6402 68 50 45 48 43 internal_count=9268 9248 9228 9178 9062 2617 866 1751 116 6445 6402 68 50 45 48 43 cat_boundaries=0 3 4 cat_threshold=50864384 35913763 536936448 106 is_linear=0 shrinkage=0.01 Tree=988 num_leaves=17 num_cat=1 split_feature=0 0 3 13 13 3 25 10 10 1 12 2 2 3 10 1 split_gain=184476 188997 187260 143364 467299 111265 90968.4 190125 307663 73796.1 69666.2 35894.8 31496.1 40421.5 23285.6 177.822 threshold=1587.2775000000001 806.46500000000003 492.37500000000006 485.55000000000001 709.65000000000009 593.34250000000009 0 219.79500000000002 67.800000000000011 390.72000000000008 360.14500000000004 96.632500000000022 90.300000000000026 890.22500000000014 595.50000000000011 497.97750000000002 decision_type=2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -5 -4 7 8 -1 10 -8 -3 13 -7 -9 -11 right_child=-2 11 5 4 -6 12 9 14 -10 15 -12 -13 -14 -15 -16 -17 leaf_value=0.0569162125221854 -0.94956284999847418 0.4047273289073598 -1.0437250285798854 1.7399231259822847 -0.18644789583542767 0.23517668997699562 -0.0093373026189113237 -0.53125546941217383 0.73382479899171471 -0.44495150184631349 0.58179186153411866 0.9416130447387695 -0.48362870577609895 -0.33762031435966494 -0.19596127762514001 -0.40418083532996796 leaf_weight=2498 20 33 22 20 34 22 6319 53 69 20 20 20 33 28 34 23 leaf_count=2498 20 33 22 20 34 22 6319 53 69 20 20 20 33 28 34 23 internal_value=0 0.011881 0.0084489 0.0132991 0.527023 -0.41144 0.010229 0.0593061 0.0751113 -0.0102568 -0.00747225 0.607326 -0.243846 -0.0855896 -0.400221 -0.423144 internal_weight=0 9248 9195 9090 54 105 9036 2654 2567 6382 6339 53 83 50 87 43 internal_count=9268 9248 9195 9090 54 105 9036 2654 2567 6382 6339 53 83 50 87 43 cat_boundaries=0 3 cat_threshold=50864512 35913763 536936448 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 0 12 2 1 3 3 0 split_gain=256507 179875 161257 127356 94325.6 210118 804494 119668 85663.6 80023.3 63410.4 48506.3 43959.8 26623.9 14232.4 1405.83 threshold=1422.3575000000001 1587.2775000000001 806.46500000000003 456.25000000000006 0 1 210.75000000000003 967.31750000000011 866.75000000000011 385.88250000000005 366.58182000000005 67.485000000000014 96.71250000000002 589.71000000000015 1164.6975000000002 470.16250000000008 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 11 10 -6 13 -4 -5 -10 -11 right_child=-2 -3 12 8 9 7 -8 -9 14 15 -12 -13 -14 -15 -16 -17 leaf_value=0.1629882367117326 1.1409755516052247 -0.94006725597381591 0.817778331120809 -0.5879154461622238 -0.0091165431684881535 0.011277759477746587 2.0834010547140371 0.65798848250816611 0.18762659159573641 -0.38158488364446735 0.52867788271470506 -0.92491322268610421 0.21252471733093262 -0.10035692717347827 -0.15796363628827609 -0.49597251913764262 leaf_weight=423 20 20 30 24 6380 2142 23 29 22 21 22 23 20 21 26 22 leaf_count=423 20 20 30 24 6380 2142 23 29 22 21 22 23 20 21 26 22 internal_value=0 0.00726171 0.00931488 0.00622944 0.010444 0.0609444 0.256277 0.0198251 -0.323015 -0.0101406 -0.00726845 -0.55133 0.575677 -0.360388 0.000431885 -0.440109 internal_weight=0 9248 9228 9178 9062 2617 446 2171 116 6445 6402 68 50 45 48 43 internal_count=9268 9248 9228 9178 9062 2617 446 2171 116 6445 6402 68 50 45 48 43 cat_boundaries=0 3 4 cat_threshold=50864384 35913763 536936448 10 is_linear=0 shrinkage=0.01 Tree=990 num_leaves=16 num_cat=3 split_feature=7 3 1 0 4 17 25 24 26 25 0 0 0 11 16 split_gain=306257 139913 375162 179993 97963.3 90002 117532 413299 347621 121671 80904.7 89494.7 63484.5 20636.6 24029.3 threshold=1158.4775000000002 593.34250000000009 42.190000000000005 1295.4950000000001 21.101500000000005 31.602000000000004 0 1 2022.5000000000002 2 831.91125000000011 561.34500000000014 99.902500000000018 53.520000000000003 115.57500000000002 decision_type=2 2 2 2 2 2 9 1 2 9 2 2 2 2 2 left_child=1 3 4 5 -3 6 7 8 -1 -9 11 -8 13 14 -7 right_child=-2 2 -4 -5 -6 12 10 9 -10 -11 -12 -13 -14 -15 -16 leaf_value=0.14125271668036779 -0.96596885276563249 0.27143025748657457 1.3753458899038811 -0.80510252748216904 -0.60226886928081513 -0.13312634062533285 -0.0082033295157687112 -0.16579096425392412 1.3160295131971251 0.14408651224745556 -0.6427886838912964 0.48471070109186948 -0.69322087059020998 0.11983072012662888 -0.48480799585580825 leaf_weight=48 33 33 27 28 21 102 8236 210 53 289 20 37 25 24 24 leaf_count=48 33 33 27 28 21 102 8236 210 53 289 20 37 25 24 24 internal_value=0 -0.00088421 0.412888 -0.00456885 -0.0683416 -0.00209698 0.00232244 0.136291 0.689457 0.012982 -0.00752548 -0.00599883 -0.226679 -0.148922 -0.200113 internal_weight=0 9177 81 9096 54 9068 8893 600 101 499 8293 8273 175 150 126 internal_count=9210 9177 81 9096 54 9068 8893 600 101 499 8293 8273 175 150 126 cat_boundaries=0 2 3 4 cat_threshold=17309696 268500993 3 532480 is_linear=0 shrinkage=0.01 Tree=991 num_leaves=13 num_cat=2 split_feature=5 1 2 3 1 4 25 24 0 0 17 3 split_gain=604012 167884 197487 197331 544493 120951 99403 677581 214938 95802.8 68791 36575.7 threshold=1341.6425000000002 947.25000000000011 49.650000000000006 593.34250000000009 14.700000000000001 1205.5225000000003 0 1 866.75000000000011 1265.0725000000002 31.602000000000004 904.12500000000011 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 left_child=1 3 -3 5 11 6 7 -1 10 -10 -8 -5 right_child=-2 2 -4 4 -6 -7 8 -9 9 -11 -12 -13 leaf_value=0.71367426500545716 -1.4708012427602495 -0.079217736124992374 -1.3459380073547362 0.30575674235075712 1.9268006036281586 -0.77748765110969542 0.002729413967560539 -0.31932134888722347 -1.222202600479126 -0.25513583864484513 -0.20402114499837343 -0.24632783695062002 leaf_weight=117 28 32 20 20 20 20 8598 120 20 21 164 30 leaf_count=117 28 32 20 20 20 20 8598 120 20 21 164 30 internal_value=0 0.000173036 -0.566418 0.00340006 0.532304 -0.000686398 0.00103219 0.198886 -0.00451536 -0.726876 -0.00114038 -0.025494 internal_weight=0 9182 52 9130 70 9060 9040 237 8803 41 8762 50 internal_count=9210 9182 52 9130 70 9060 9040 237 8803 41 8762 50 cat_boundaries=0 2 3 cat_threshold=8320 65537 1937 is_linear=0 shrinkage=0.01 Tree=992 num_leaves=15 num_cat=2 split_feature=5 3 26 9 25 24 26 4 3 8 5 26 2 26 split_gain=591996 118975 267538 114636 103685 716102 205121 87135.1 107773 115660 32420.6 22247 9199.69 2076.74 threshold=1341.6425000000002 593.34250000000009 2022.5000000000002 947.25000000000011 0 1 2022.5000000000002 593.34250000000009 404.82250000000005 466.8300000000001 173.80000000000004 2022.5000000000002 14.851500000000001 2022.5000000000002 decision_type=2 2 2 2 9 1 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 -1 8 9 -6 -9 -10 -4 -7 right_child=-2 2 12 -5 7 13 -8 10 11 -11 -12 -13 -14 -15 leaf_value=0.42134937047958376 -1.4560932411466325 1.0722437534910261 -0.25087357754508655 -0.67936429100036622 -0.0046988466170080883 -0.24632051001576816 1.3139083040677586 -0.55785753366274715 -0.18437741234188987 0.42532736225733681 -0.062647643208503731 -0.59608195679528375 0.039523593187332152 -0.32364452744873473 leaf_weight=51 28 33 24 25 8660 68 52 39 21 63 20 35 20 71 leaf_count=51 28 33 24 25 8660 68 52 39 21 63 20 35 20 71 internal_value=0 0.0001756 0.391605 -0.00313467 -0.00127281 0.198744 0.794797 -0.00696661 -0.00440041 -0.00159307 -0.38999 -0.441693 -0.118875 -0.266635 internal_weight=0 9182 77 9105 9080 242 103 8838 8779 8723 59 56 44 139 internal_count=9210 9182 77 9105 9080 242 103 8838 8779 8723 59 56 44 139 cat_boundaries=0 2 3 cat_threshold=8320 65537 913 is_linear=0 shrinkage=0.01 Tree=993 num_leaves=15 num_cat=2 split_feature=5 1 2 3 1 4 25 24 26 0 0 17 3 26 split_gain=580215 164287 193597 190558 532799 118001 95721.2 653442 232599 210721 93867.7 67370 35973.5 26296.2 threshold=1341.6425000000002 947.25000000000011 49.650000000000006 593.34250000000009 14.700000000000001 1205.5225000000003 0 1 2022.5000000000002 866.75000000000011 1265.0725000000002 31.602000000000004 904.12500000000011 2022.5000000000002 decision_type=2 2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 3 -3 5 12 6 7 8 -1 11 -11 -8 -5 -9 right_child=-2 2 -4 4 -6 -7 9 13 -10 10 -12 -13 -14 -15 leaf_value=0.30317518736186783 -1.4415322869164604 -0.077935867607593537 -1.3321202960014344 0.29985100486874577 1.9025545253753664 -0.76792045569419853 0.0027753905409864284 -0.18930242926387464 1.1952142846584319 -1.2099335889816285 -0.25268361137026835 -0.20182872164449314 -0.24767012133200964 -0.48540787493596316 leaf_weight=57 28 32 20 20 20 20 8598 59 60 20 21 164 30 61 leaf_count=57 28 32 20 20 20 20 8598 59 60 20 21 164 30 61 internal_value=0 0.000173844 -0.560314 0.00336611 0.523114 -0.000649605 0.0010479 0.195203 0.700739 -0.00439602 -0.719635 -0.00105422 -0.0286617 -0.313682 internal_weight=0 9182 52 9130 70 9060 9040 237 117 8803 41 8762 50 120 internal_count=9210 9182 52 9130 70 9060 9040 237 117 8803 41 8762 50 120 cat_boundaries=0 2 3 cat_threshold=8320 65537 1937 is_linear=0 shrinkage=0.01 Tree=994 num_leaves=14 num_cat=2 split_feature=5 1 0 3 1 25 24 0 0 10 10 7 3 split_gain=568669 161018 190613 186766 522197 92920.9 519070 165857 120532 84472.8 612575 83540.5 35257.7 threshold=1341.6425000000002 947.25000000000011 429.49500000000006 593.34250000000009 14.700000000000001 0 1 866.75000000000011 1265.0725000000002 67.800000000000011 103.13625000000002 548.95500000000004 904.12500000000011 decision_type=2 2 2 2 2 9 1 2 2 2 2 2 2 left_child=1 3 -3 5 12 6 -1 9 -9 11 -11 -7 -5 right_child=-2 2 -4 4 -6 7 -8 8 -10 10 -12 -13 -14 leaf_value=0.66411828416824337 -1.4271169751031059 -0.076065765470266347 -1.3205442991256715 0.29685250663757323 1.8835289659500123 -0.01152999366253912 -0.18667821445906094 -1.1978342428207398 -0.099962387084960941 1.4469845601284144 -0.0019372127358875577 0.41579070433326387 -0.24519342414538067 leaf_weight=115 28 32 20 20 20 8411 163 20 20 33 252 46 30 leaf_count=115 28 32 20 20 20 8411 163 20 20 33 252 46 30 internal_value=0 0.000172105 -0.554711 0.00333245 0.517883 -0.000643109 0.176109 -0.00643153 -0.648898 -0.00349921 0.165833 -0.00920568 -0.0283751 internal_weight=0 9182 52 9130 70 9060 278 8782 40 8742 285 8457 50 internal_count=9210 9182 52 9130 70 9060 278 8782 40 8742 285 8457 50 cat_boundaries=0 2 3 cat_threshold=16785536 65537 689 is_linear=0 shrinkage=0.01 Tree=995 num_leaves=17 num_cat=1 split_feature=14 13 1 1 4 25 12 12 2 0 8 14 14 26 15 14 split_gain=217223 481087 446514 179046 203382 181849 185009 417394 136198 98951.7 57826 13217.5 11150.9 9855.6 7295.83 1400.72 threshold=47.358000000000011 548.95500000000004 326.66250000000008 1236.1260000000004 1205.5225000000003 0 308.62500000000006 486.41000000000003 1013.1050000000001 58.875000000000007 57.780000000000008 117.89750000000002 593.64750000000015 2022.5000000000002 13.037000000000001 73.46250000000002 decision_type=2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 5 13 8 -8 -7 10 11 15 14 -1 -13 -2 right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 leaf_value=-0.22581634808469703 0.080306253021671672 1.2714120542208354 -1.6225418132284413 0.76160702551564874 -0.82167645533879596 0.0036365385192685578 1.3453216950821156 -0.16559408856601252 0.66766906615226507 -0.66146801731803195 0.44084593653678894 -0.18353015149982885 -0.0031035092748977521 -0.36220584447567278 -0.3884614374520986 -0.033873581391843884 leaf_weight=108 21 30 23 31 30 8563 33 41 31 33 20 71 27 104 23 22 leaf_count=108 21 30 23 31 30 8563 33 41 31 33 20 71 27 104 23 22 internal_value=0 0.0071885 -0.297658 0.00294661 0.00030705 0.00308402 0.0103069 0.508193 0.00603182 -0.157232 -0.0667985 -0.128706 -0.182224 -0.279539 -0.233673 0.0218887 internal_weight=0 8971 240 8941 8910 8880 8668 74 8594 217 184 164 121 212 94 43 internal_count=9211 8971 240 8941 8910 8880 8668 74 8594 217 184 164 121 212 94 43 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=229071 235156 157784 371160 131513 125774 120172 206239 148750 128686 51579.7 50898.3 11184.5 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=0.13878688148423737 1.0683025922775269 -1.0862264595031739 0.0079665820866409998 1.096270846953759 -0.31921361740084664 0.11265990624060997 -0.76560699224472051 1.0247454333901405 0.86951762104034436 -0.79510108184814454 0.052788348035378893 -0.59837267952580608 -0.072769425785054964 leaf_weight=51 20 20 8655 26 138 26 20 20 20 20 22 124 49 leaf_count=51 20 20 8655 26 138 26 20 20 20 20 22 124 49 internal_value=0 -0.00307327 -0.000711139 -0.184179 -0.295771 0.604465 0.00864744 0.0104342 0.0081011 0.00611513 -0.39826 -0.451335 0.0319312 internal_weight=0 9191 9171 436 384 52 8735 8715 8695 8675 284 262 100 internal_count=9211 9191 9171 436 384 52 8735 8715 8695 8675 284 262 100 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 4 25 3 0 0 0 24 8 14 26 14 14 14 26 split_gain=213045 470796 438683 176628 196890 174973 125654 304017 126469 96968.8 62843.1 56557.9 12920.9 10947.3 10855.8 3448.06 1371.96 1321.22 threshold=47.358000000000011 548.95500000000004 326.66250000000008 1236.1260000000004 1205.5225000000003 0 593.34250000000009 13.003400000000001 831.91125000000011 58.875000000000007 1 57.780000000000008 117.89750000000002 2022.5000000000002 593.64750000000015 355.67500000000007 73.46250000000002 2022.5000000000002 decision_type=2 2 2 2 2 9 2 2 2 2 1 2 2 2 2 2 2 2 left_child=1 3 9 4 5 10 8 -8 -7 11 17 12 16 -12 15 -14 -2 -1 right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11 13 -13 14 -15 -16 -17 -18 -19 leaf_value=-0.053417125101442697 0.079423517130670099 1.2577557980219523 -1.6079887638921324 0.75644943114249941 -0.80844910430908201 0.0094488193747341385 -0.0077722338173124529 1.4740095195770264 -0.55415452480316163 -0.65474284193732513 -0.39056868447197807 0.43598534941673278 -0.19947813111382562 -0.59486740766787061 -0.0034668037516099436 -0.34746414756774907 -0.033577813458713621 -0.12369914612680111 leaf_weight=54 21 30 23 31 30 8563 45 20 40 33 54 20 74 51 27 20 22 53 leaf_count=54 21 30 23 31 30 8563 45 20 40 33 54 20 74 51 27 20 22 53 internal_value=0 0.00712675 -0.294773 0.00293048 0.00030881 0.0030411 0.0101261 0.448161 0.00682832 -0.155585 -0.274187 -0.0660618 -0.127287 -0.447208 -0.180201 -0.230965 0.0216089 -0.0806887 internal_weight=0 8971 240 8941 8910 8880 8668 65 8603 217 212 184 164 105 121 94 43 107 internal_count=9211 8971 240 8941 8910 8880 8668 65 8603 217 212 184 164 105 121 94 43 107 cat_boundaries=0 2 3 cat_threshold=8192 67108864 2282 is_linear=0 shrinkage=0.01 Tree=998 num_leaves=16 num_cat=2 split_feature=25 0 3 4 3 4 0 4 26 24 26 3 26 11 26 split_gain=172210 358964 221411 391528 156259 133284 367058 130198 182257 128049 98958.1 97040.1 46745.4 13994.7 13664.9 threshold=0 47.808000000000007 1164.6975000000002 1065.8000000000002 593.34250000000009 344.21500000000003 831.91125000000011 709.65000000000009 2022.5000000000002 1 2022.5000000000002 436.23750000000007 2022.5000000000002 13.620000000000003 2022.5000000000002 decision_type=9 2 2 2 2 2 2 2 2 1 2 2 2 2 2 left_child=1 9 3 4 5 6 11 8 -7 14 -3 -2 -11 -14 -1 right_child=2 10 -4 -5 -6 7 -8 -9 -10 12 -12 -13 13 -15 -16 leaf_value=0.13762502137352439 0.0074244591985529549 0.96288363292299473 -0.82118771281559022 1.0993279474793058 0.63160121965408322 1.1407394380867482 -0.96700485914181444 -0.30849266919222745 0.15353708208931818 -0.2897254478931427 0.11327037517841046 -0.54429385945200925 -0.58486391773068813 -0.29964245420694352 -0.093865556985724213 leaf_weight=51 8492 29 32 33 40 32 39 22 45 144 26 32 123 20 51 leaf_count=51 8492 29 32 33 40 32 39 22 45 144 26 32 123 20 51 internal_value=0 -0.190641 0.00909283 0.0121449 0.00802206 0.00514245 0.000924666 0.36996 0.563803 -0.30185 0.561248 0.00535325 -0.402867 -0.544973 0.0199262 internal_weight=0 444 8767 8735 8702 8662 8563 99 77 389 55 8524 287 143 102 internal_count=9211 444 8767 8735 8702 8662 8563 99 77 389 55 8524 287 143 102 cat_boundaries=0 2 3 cat_threshold=532480 67108864 2184 is_linear=0 shrinkage=0.01 Tree=999 num_leaves=20 num_cat=1 split_feature=5 25 0 26 14 1 12 1 11 1 0 3 26 0 11 10 11 14 12 split_gain=224972 139771 416691 148938 126679 240214 164071 761803 109567 133199 125886 81234.4 107938 57527 42684.1 39204.9 26659.7 8284.22 1745.9 threshold=1435.0600000000002 0 47.808000000000007 2022.5000000000002 47.358000000000011 114.75000000000001 308.62500000000006 9.775500000000001 451.12500000000006 1272.8850000000002 831.91125000000011 252.82950000000002 2022.5000000000002 74.355000000000004 60.425000000000004 71.988140000000001 715.87500000000011 75.840000000000018 465.34500000000008 decision_type=2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 -4 6 13 8 18 9 10 -3 12 -1 14 17 -14 -10 -6 -8 right_child=-2 4 3 -5 5 -7 7 -9 16 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 leaf_value=-0.16356567925947871 1.0587166109085084 0.010696069910088608 1.1725422551896838 0.11213765070988582 0.091327745907008651 -1.0637284720738729 -0.082407556555487885 2.0936488796415786 -0.77257232379913332 0.82531980228424073 -0.60815577304724489 0.27015418400367103 -0.45534260911710805 -0.60609694159030914 0.39486049270629886 -0.925787183046341 -0.25624188876152043 -0.12775187707373076 -0.1981307177245617 leaf_weight=187 20 8368 27 26 20 30 22 21 20 20 33 24 155 20 20 20 20 126 32 leaf_count=187 20 8368 27 26 20 30 22 21 20 20 33 24 155 20 20 20 20 126 32 internal_value=0 -0.00303017 -0.175106 0.652344 0.00579461 -0.233365 0.0118532 0.477513 0.00772553 0.0102057 0.00826516 -0.293256 -0.330609 -0.099435 -0.0383914 -0.509108 -0.514407 -0.097741 -0.150984 internal_weight=0 9191 439 53 8752 216 8536 75 8461 8421 8401 386 362 186 166 175 40 146 54 internal_count=9211 9191 439 53 8752 216 8536 75 8461 8421 8401 386 362 186 166 175 40 146 54 cat_boundaries=0 2 cat_threshold=532480 67108864 is_linear=0 shrinkage=0.01 end of trees feature_importances: precio_total_lag_1=2566 precio_total_lag_2=1790 precio_total_lag_3=1197 marca_id_encoded=1168 precio_total_lag_5=1081 precio_total_lag_6=1004 precio_total_lag_4=877 año=783 precio_total_lag_11=700 mes=663 precio_total_lag_8=492 precio_total_lag_7=376 precio_total_lag_13=369 precio_total_lag_9=356 precio_total_lag_12=268 precio_total_lag_10=241 precio_total_lag_14=208 precio_total_lag_20=187 precio_total_lag_19=186 precio_total_lag_15=169 precio_total_lag_18=124 precio_total_lag_17=81 precio_total_lag_16=80 precio_total_lag_21=54 precio_total_lag_23=13 precio_total_lag_22=1 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, 159, 160, 161, 162, 164, 165, 168, 171, 173, 183, 187, 191, 225, 235, 247, 268, 273, 277, 287, 288], [1]]